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Browse files- layouts/InternScience_MLExpert-IQ2_M.layout.json +233 -0
- layouts/InternScience_MLExpert-IQ2_M.tensor-types.txt +432 -0
- layouts/InternScience_MLExpert-IQ2_S.layout.json +236 -0
- layouts/InternScience_MLExpert-IQ2_S.tensor-types.txt +432 -0
- layouts/InternScience_MLExpert-IQ2_XS.layout.json +229 -0
- layouts/InternScience_MLExpert-IQ2_XS.tensor-types.txt +432 -0
- layouts/InternScience_MLExpert-IQ2_XXS.layout.json +236 -0
- layouts/InternScience_MLExpert-IQ2_XXS.tensor-types.txt +432 -0
- layouts/InternScience_MLExpert-IQ3_M.layout.json +228 -0
- layouts/InternScience_MLExpert-IQ3_M.tensor-types.txt +432 -0
- layouts/InternScience_MLExpert-IQ3_XS.layout.json +228 -0
- layouts/InternScience_MLExpert-IQ3_XS.tensor-types.txt +432 -0
- layouts/InternScience_MLExpert-IQ3_XXS.layout.json +231 -0
- layouts/InternScience_MLExpert-IQ3_XXS.tensor-types.txt +432 -0
- layouts/InternScience_MLExpert-IQ4_NL.layout.json +226 -0
- layouts/InternScience_MLExpert-IQ4_NL.tensor-types.txt +432 -0
- layouts/InternScience_MLExpert-IQ4_XS.layout.json +224 -0
- layouts/InternScience_MLExpert-IQ4_XS.tensor-types.txt +432 -0
- layouts/InternScience_MLExpert-Q2_K.layout.json +229 -0
- layouts/InternScience_MLExpert-Q2_K.tensor-types.txt +432 -0
- layouts/InternScience_MLExpert-Q3_K_L.layout.json +229 -0
- layouts/InternScience_MLExpert-Q3_K_L.tensor-types.txt +432 -0
- layouts/InternScience_MLExpert-Q3_K_M.layout.json +228 -0
- layouts/InternScience_MLExpert-Q3_K_M.tensor-types.txt +432 -0
- layouts/InternScience_MLExpert-Q3_K_S.layout.json +228 -0
- layouts/InternScience_MLExpert-Q3_K_S.tensor-types.txt +432 -0
- layouts/InternScience_MLExpert-Q4_K_L.layout.json +226 -0
- layouts/InternScience_MLExpert-Q4_K_L.tensor-types.txt +432 -0
- layouts/InternScience_MLExpert-Q4_K_M.layout.json +226 -0
- layouts/InternScience_MLExpert-Q4_K_M.tensor-types.txt +432 -0
- layouts/InternScience_MLExpert-Q4_K_S.layout.json +222 -0
- layouts/InternScience_MLExpert-Q4_K_S.tensor-types.txt +432 -0
- layouts/InternScience_MLExpert-Q5_K_M.layout.json +224 -0
- layouts/InternScience_MLExpert-Q5_K_M.tensor-types.txt +432 -0
- layouts/InternScience_MLExpert-Q5_K_S.layout.json +223 -0
- layouts/InternScience_MLExpert-Q5_K_S.tensor-types.txt +432 -0
- layouts/InternScience_MLExpert-Q6_K.layout.json +223 -0
- layouts/InternScience_MLExpert-Q6_K.tensor-types.txt +432 -0
- layouts/InternScience_MLExpert-Q6_K_L.layout.json +223 -0
- layouts/InternScience_MLExpert-Q6_K_L.tensor-types.txt +432 -0
- layouts/InternScience_MLExpert-Q6_K_S.layout.json +223 -0
- layouts/InternScience_MLExpert-Q6_K_S.tensor-types.txt +432 -0
layouts/InternScience_MLExpert-IQ2_M.layout.json
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| 1 |
+
{
|
| 2 |
+
"model": "/media/m2teamgroup/models/MLExpert-GGUF/InternScience_MLExpert-bf16.gguf",
|
| 3 |
+
"imatrix": "/media/m2teamgroup/models/MLExpert-GGUF/InternScience_MLExpert-imatrix.gguf",
|
| 4 |
+
"ftype": "IQ2_M",
|
| 5 |
+
"base_type": "iq2_s",
|
| 6 |
+
"family": "iq",
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| 7 |
+
"recipe": "ident+crush",
|
| 8 |
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"variant": "shr0.70+crush",
|
| 9 |
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"auto_crush": true,
|
| 10 |
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"rung_mode": "share",
|
| 11 |
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"tier": "M",
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| 12 |
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"rung_share": 0.7,
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| 13 |
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"crush_pass_bytes": 13240500224,
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| 14 |
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"embd_shares": {
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| 15 |
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"output.weight": {
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| 16 |
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"share": 0.029,
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| 17 |
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"type": "q8_0"
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| 18 |
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},
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| 19 |
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"token_embd.weight": {
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| 20 |
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"share": 0.0181,
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| 21 |
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"type": "q8_0"
|
| 22 |
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}
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| 23 |
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},
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| 24 |
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"arch": "moe",
|
| 25 |
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"tied": false,
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| 26 |
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"n_layer": 40,
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| 27 |
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"body_rule": true,
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| 28 |
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"pins": {
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| 29 |
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| 30 |
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| 31 |
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"^blk\\.1\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
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| 32 |
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| 33 |
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"^blk\\.2\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
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| 34 |
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| 35 |
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| 36 |
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| 72 |
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| 73 |
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| 74 |
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| 75 |
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| 76 |
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| 77 |
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| 78 |
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| 79 |
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| 80 |
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| 81 |
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| 82 |
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| 83 |
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| 84 |
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|
| 88 |
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|
| 89 |
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},
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| 90 |
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| 91 |
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| 92 |
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"blk.37.ssm_beta.weight": "f32",
|
| 150 |
+
"blk.38.ssm_alpha.weight": "f32",
|
| 151 |
+
"blk.38.ssm_beta.weight": "f32"
|
| 152 |
+
},
|
| 153 |
+
"embeddings": {
|
| 154 |
+
"output.weight": "q8_0",
|
| 155 |
+
"token_embd.weight": "q8_0"
|
| 156 |
+
},
|
| 157 |
+
"bytes": {
|
| 158 |
+
"heuristic_body+embd": 11951144960,
|
| 159 |
+
"map_body+embd": 13118234624,
|
| 160 |
+
"ratio": 1.0977,
|
| 161 |
+
"note": "quantizable, unpinned tensors only; pinned/unquantized tensors are identical in both"
|
| 162 |
+
},
|
| 163 |
+
"body_base_share": 0.7,
|
| 164 |
+
"body_bpw": 2.865,
|
| 165 |
+
"body_bpw_heuristic": 2.709,
|
| 166 |
+
"total_params": 34660610688,
|
| 167 |
+
"file_bytes_pred": 13222816256,
|
| 168 |
+
"file_bpw_pred": 3.052,
|
| 169 |
+
"histogram": {
|
| 170 |
+
"attn_gate": {
|
| 171 |
+
"q4_k": 15,
|
| 172 |
+
"q5_k": 14,
|
| 173 |
+
"q8_0": 1
|
| 174 |
+
},
|
| 175 |
+
"attn_k": {
|
| 176 |
+
"q8_0": 7,
|
| 177 |
+
"q6_k": 3
|
| 178 |
+
},
|
| 179 |
+
"attn_output": {
|
| 180 |
+
"q6_k": 9,
|
| 181 |
+
"q8_0": 1
|
| 182 |
+
},
|
| 183 |
+
"attn_q": {
|
| 184 |
+
"q5_k": 10
|
| 185 |
+
},
|
| 186 |
+
"attn_qkv": {
|
| 187 |
+
"q5_k": 29,
|
| 188 |
+
"q6_k": 1
|
| 189 |
+
},
|
| 190 |
+
"attn_v": {
|
| 191 |
+
"q8_0": 10
|
| 192 |
+
},
|
| 193 |
+
"ffn_down_exps": {
|
| 194 |
+
"iq2_s": 30,
|
| 195 |
+
"iq3_s": 6,
|
| 196 |
+
"iq3_xxs": 3,
|
| 197 |
+
"iq4_xs": 1
|
| 198 |
+
},
|
| 199 |
+
"ffn_down_shexp": {
|
| 200 |
+
"q8_0": 40
|
| 201 |
+
},
|
| 202 |
+
"ffn_gate_exps": {
|
| 203 |
+
"iq2_s": 39,
|
| 204 |
+
"iq4_xs": 1
|
| 205 |
+
},
|
| 206 |
+
"ffn_gate_shexp": {
|
| 207 |
+
"q8_0": 40
|
| 208 |
+
},
|
| 209 |
+
"ffn_up_exps": {
|
| 210 |
+
"iq2_s": 29,
|
| 211 |
+
"iq3_s": 10,
|
| 212 |
+
"iq4_xs": 1
|
| 213 |
+
},
|
| 214 |
+
"ffn_up_shexp": {
|
| 215 |
+
"q8_0": 40
|
| 216 |
+
},
|
| 217 |
+
"ssm_out": {
|
| 218 |
+
"q5_k": 26,
|
| 219 |
+
"q6_k": 3,
|
| 220 |
+
"q8_0": 1
|
| 221 |
+
}
|
| 222 |
+
},
|
| 223 |
+
"prior": "layout/prior.json",
|
| 224 |
+
"pin_rule": "floor",
|
| 225 |
+
"embd_cap": "heur",
|
| 226 |
+
"generator": "auto_quant_v2.layout",
|
| 227 |
+
"generator_key": "3bf8b43e20a68f0b",
|
| 228 |
+
"quant_type": "IQ2_M",
|
| 229 |
+
"quantize_ftype": "IQ2_M",
|
| 230 |
+
"llama_cpp_version": "b11716",
|
| 231 |
+
"unknown_kinds": {},
|
| 232 |
+
"commit": "c3c0369c7e82d7b49e1472fe453a182650282f2d"
|
| 233 |
+
}
|
layouts/InternScience_MLExpert-IQ2_M.tensor-types.txt
ADDED
|
@@ -0,0 +1,432 @@
|
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|
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|
|
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|
|
|
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|
|
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|
|
|
|
|
|
|
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|
|
|
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|
|
|
|
|
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|
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|
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|
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|
|
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|
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|
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|
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|
|
|
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|
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|
|
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|
|
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|
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|
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|
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|
|
|
|
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|
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|
|
|
|
|
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|
|
|
|
|
|
|
|
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|
|
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|
|
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|
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|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
^blk\.0\.ssm_alpha\.weight$=f32
|
| 2 |
+
^blk\.0\.ssm_beta\.weight$=f32
|
| 3 |
+
^blk\.1\.ssm_alpha\.weight$=f32
|
| 4 |
+
^blk\.1\.ssm_beta\.weight$=f32
|
| 5 |
+
^blk\.2\.ssm_alpha\.weight$=f32
|
| 6 |
+
^blk\.2\.ssm_beta\.weight$=f32
|
| 7 |
+
^blk\.4\.ssm_alpha\.weight$=f32
|
| 8 |
+
^blk\.4\.ssm_beta\.weight$=f32
|
| 9 |
+
^blk\.5\.ssm_alpha\.weight$=f32
|
| 10 |
+
^blk\.5\.ssm_beta\.weight$=f32
|
| 11 |
+
^blk\.6\.ssm_alpha\.weight$=f32
|
| 12 |
+
^blk\.6\.ssm_beta\.weight$=f32
|
| 13 |
+
^blk\.8\.ssm_alpha\.weight$=f32
|
| 14 |
+
^blk\.8\.ssm_beta\.weight$=f32
|
| 15 |
+
^blk\.9\.ssm_alpha\.weight$=f32
|
| 16 |
+
^blk\.9\.ssm_beta\.weight$=f32
|
| 17 |
+
^blk\.10\.ssm_alpha\.weight$=f32
|
| 18 |
+
^blk\.10\.ssm_beta\.weight$=f32
|
| 19 |
+
^blk\.12\.ssm_alpha\.weight$=f32
|
| 20 |
+
^blk\.12\.ssm_beta\.weight$=f32
|
| 21 |
+
^blk\.13\.ssm_alpha\.weight$=f32
|
| 22 |
+
^blk\.13\.ssm_beta\.weight$=f32
|
| 23 |
+
^blk\.14\.ssm_alpha\.weight$=f32
|
| 24 |
+
^blk\.14\.ssm_beta\.weight$=f32
|
| 25 |
+
^blk\.16\.ssm_alpha\.weight$=f32
|
| 26 |
+
^blk\.16\.ssm_beta\.weight$=f32
|
| 27 |
+
^blk\.17\.ssm_alpha\.weight$=f32
|
| 28 |
+
^blk\.17\.ssm_beta\.weight$=f32
|
| 29 |
+
^blk\.18\.ssm_alpha\.weight$=f32
|
| 30 |
+
^blk\.18\.ssm_beta\.weight$=f32
|
| 31 |
+
^blk\.20\.ssm_alpha\.weight$=f32
|
| 32 |
+
^blk\.20\.ssm_beta\.weight$=f32
|
| 33 |
+
^blk\.21\.ssm_alpha\.weight$=f32
|
| 34 |
+
^blk\.21\.ssm_beta\.weight$=f32
|
| 35 |
+
^blk\.22\.ssm_alpha\.weight$=f32
|
| 36 |
+
^blk\.22\.ssm_beta\.weight$=f32
|
| 37 |
+
^blk\.24\.ssm_alpha\.weight$=f32
|
| 38 |
+
^blk\.24\.ssm_beta\.weight$=f32
|
| 39 |
+
^blk\.25\.ssm_alpha\.weight$=f32
|
| 40 |
+
^blk\.25\.ssm_beta\.weight$=f32
|
| 41 |
+
^blk\.26\.ssm_alpha\.weight$=f32
|
| 42 |
+
^blk\.26\.ssm_beta\.weight$=f32
|
| 43 |
+
^blk\.28\.ssm_alpha\.weight$=f32
|
| 44 |
+
^blk\.28\.ssm_beta\.weight$=f32
|
| 45 |
+
^blk\.29\.ssm_alpha\.weight$=f32
|
| 46 |
+
^blk\.29\.ssm_beta\.weight$=f32
|
| 47 |
+
^blk\.30\.ssm_alpha\.weight$=f32
|
| 48 |
+
^blk\.30\.ssm_beta\.weight$=f32
|
| 49 |
+
^blk\.32\.ssm_alpha\.weight$=f32
|
| 50 |
+
^blk\.32\.ssm_beta\.weight$=f32
|
| 51 |
+
^blk\.33\.ssm_alpha\.weight$=f32
|
| 52 |
+
^blk\.33\.ssm_beta\.weight$=f32
|
| 53 |
+
^blk\.34\.ssm_alpha\.weight$=f32
|
| 54 |
+
^blk\.34\.ssm_beta\.weight$=f32
|
| 55 |
+
^blk\.36\.ssm_alpha\.weight$=f32
|
| 56 |
+
^blk\.36\.ssm_beta\.weight$=f32
|
| 57 |
+
^blk\.37\.ssm_alpha\.weight$=f32
|
| 58 |
+
^blk\.37\.ssm_beta\.weight$=f32
|
| 59 |
+
^blk\.38\.ssm_alpha\.weight$=f32
|
| 60 |
+
^blk\.38\.ssm_beta\.weight$=f32
|
| 61 |
+
^output\.weight$=q8_0
|
| 62 |
+
^token_embd\.weight$=q8_0
|
| 63 |
+
^blk\.0\.attn_gate\.weight$=q8_0
|
| 64 |
+
^blk\.0\.attn_qkv\.weight$=q6_k
|
| 65 |
+
^blk\.0\.ffn_down_exps\.weight$=iq3_s
|
| 66 |
+
^blk\.0\.ffn_down_shexp\.weight$=q8_0
|
| 67 |
+
^blk\.0\.ffn_gate_exps\.weight$=iq2_s
|
| 68 |
+
^blk\.0\.ffn_gate_shexp\.weight$=q8_0
|
| 69 |
+
^blk\.0\.ffn_up_exps\.weight$=iq3_s
|
| 70 |
+
^blk\.0\.ffn_up_shexp\.weight$=q8_0
|
| 71 |
+
^blk\.0\.ssm_out\.weight$=q8_0
|
| 72 |
+
^blk\.1\.attn_gate\.weight$=q5_k
|
| 73 |
+
^blk\.1\.attn_qkv\.weight$=q5_k
|
| 74 |
+
^blk\.1\.ffn_down_exps\.weight$=iq3_s
|
| 75 |
+
^blk\.1\.ffn_down_shexp\.weight$=q8_0
|
| 76 |
+
^blk\.1\.ffn_gate_exps\.weight$=iq2_s
|
| 77 |
+
^blk\.1\.ffn_gate_shexp\.weight$=q8_0
|
| 78 |
+
^blk\.1\.ffn_up_exps\.weight$=iq3_s
|
| 79 |
+
^blk\.1\.ffn_up_shexp\.weight$=q8_0
|
| 80 |
+
^blk\.1\.ssm_out\.weight$=q6_k
|
| 81 |
+
^blk\.2\.attn_gate\.weight$=q5_k
|
| 82 |
+
^blk\.2\.attn_qkv\.weight$=q5_k
|
| 83 |
+
^blk\.2\.ffn_down_exps\.weight$=iq3_xxs
|
| 84 |
+
^blk\.2\.ffn_down_shexp\.weight$=q8_0
|
| 85 |
+
^blk\.2\.ffn_gate_exps\.weight$=iq2_s
|
| 86 |
+
^blk\.2\.ffn_gate_shexp\.weight$=q8_0
|
| 87 |
+
^blk\.2\.ffn_up_exps\.weight$=iq3_s
|
| 88 |
+
^blk\.2\.ffn_up_shexp\.weight$=q8_0
|
| 89 |
+
^blk\.2\.ssm_out\.weight$=q6_k
|
| 90 |
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^blk\.3\.attn_k\.weight$=q6_k
|
| 91 |
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^blk\.3\.attn_output\.weight$=q6_k
|
| 92 |
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|
| 93 |
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|
| 94 |
+
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|
| 95 |
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^blk\.3\.ffn_down_shexp\.weight$=q8_0
|
| 96 |
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|
| 97 |
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|
| 98 |
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^blk\.3\.ffn_up_exps\.weight$=iq3_s
|
| 99 |
+
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|
| 100 |
+
^blk\.4\.attn_gate\.weight$=q5_k
|
| 101 |
+
^blk\.4\.attn_qkv\.weight$=q5_k
|
| 102 |
+
^blk\.4\.ffn_down_exps\.weight$=iq3_xxs
|
| 103 |
+
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|
| 104 |
+
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|
| 105 |
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|
| 106 |
+
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|
| 107 |
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|
| 108 |
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|
| 109 |
+
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|
| 110 |
+
^blk\.5\.attn_qkv\.weight$=q5_k
|
| 111 |
+
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|
| 112 |
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|
| 113 |
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|
| 114 |
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|
| 115 |
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|
| 116 |
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|
| 117 |
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|
| 118 |
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|
| 119 |
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|
| 120 |
+
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|
| 121 |
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|
| 122 |
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|
| 123 |
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|
| 124 |
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|
| 125 |
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|
| 126 |
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|
| 127 |
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|
| 128 |
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|
| 129 |
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|
| 130 |
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|
| 131 |
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|
| 132 |
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|
| 133 |
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|
| 134 |
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|
| 135 |
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|
| 136 |
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|
| 137 |
+
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|
| 138 |
+
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|
| 139 |
+
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|
| 140 |
+
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|
| 141 |
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|
| 142 |
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|
| 143 |
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|
| 144 |
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|
| 145 |
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|
| 146 |
+
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|
| 147 |
+
^blk\.9\.attn_qkv\.weight$=q5_k
|
| 148 |
+
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|
| 149 |
+
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|
| 150 |
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|
| 151 |
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|
| 152 |
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|
| 153 |
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|
| 154 |
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|
| 155 |
+
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|
| 156 |
+
^blk\.10\.attn_qkv\.weight$=q5_k
|
| 157 |
+
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|
| 158 |
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|
| 159 |
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|
| 160 |
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|
| 161 |
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|
| 162 |
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|
| 163 |
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|
| 164 |
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|
| 165 |
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|
| 166 |
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|
| 167 |
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|
| 168 |
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|
| 169 |
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|
| 170 |
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|
| 171 |
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|
| 172 |
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|
| 173 |
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|
| 174 |
+
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|
| 175 |
+
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|
| 176 |
+
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|
| 177 |
+
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|
| 178 |
+
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|
| 179 |
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|
| 180 |
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|
| 181 |
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|
| 182 |
+
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|
| 183 |
+
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|
| 184 |
+
^blk\.13\.attn_qkv\.weight$=q5_k
|
| 185 |
+
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|
| 186 |
+
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|
| 187 |
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|
| 188 |
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|
| 189 |
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|
| 190 |
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|
| 191 |
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|
| 192 |
+
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|
| 193 |
+
^blk\.14\.attn_qkv\.weight$=q5_k
|
| 194 |
+
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|
| 195 |
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|
| 196 |
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|
| 197 |
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|
| 198 |
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|
| 199 |
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|
| 200 |
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|
| 201 |
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|
| 202 |
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|
| 203 |
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|
| 204 |
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|
| 205 |
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|
| 206 |
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|
| 207 |
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|
| 208 |
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|
| 209 |
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|
| 210 |
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|
| 211 |
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|
| 212 |
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|
| 213 |
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|
| 214 |
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|
| 215 |
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|
| 216 |
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|
| 217 |
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|
| 218 |
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|
| 219 |
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|
| 220 |
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|
| 221 |
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|
| 222 |
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|
| 223 |
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|
| 224 |
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|
| 225 |
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|
| 226 |
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|
| 227 |
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|
| 228 |
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|
| 229 |
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|
| 230 |
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|
| 231 |
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|
| 232 |
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|
| 233 |
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|
| 234 |
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|
| 235 |
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|
| 236 |
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|
| 237 |
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|
| 238 |
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|
| 239 |
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|
| 240 |
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|
| 241 |
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|
| 242 |
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|
| 243 |
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|
| 244 |
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|
| 245 |
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|
| 246 |
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|
| 247 |
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|
| 248 |
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|
| 249 |
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|
| 250 |
+
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|
| 251 |
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|
| 252 |
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|
| 253 |
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|
| 254 |
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|
| 255 |
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|
| 256 |
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|
| 257 |
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|
| 258 |
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|
| 259 |
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|
| 260 |
+
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|
| 261 |
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|
| 262 |
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|
| 263 |
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|
| 264 |
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|
| 265 |
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|
| 266 |
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|
| 267 |
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|
| 268 |
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|
| 269 |
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|
| 270 |
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|
| 271 |
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|
| 272 |
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|
| 273 |
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|
| 274 |
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|
| 275 |
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|
| 276 |
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|
| 277 |
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|
| 278 |
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|
| 279 |
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|
| 280 |
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|
| 281 |
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|
| 282 |
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|
| 283 |
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|
| 284 |
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|
| 285 |
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|
| 286 |
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|
| 287 |
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|
| 288 |
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|
| 289 |
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|
| 290 |
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|
| 291 |
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|
| 292 |
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|
| 293 |
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|
| 294 |
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|
| 295 |
+
^blk\.25\.attn_qkv\.weight$=q5_k
|
| 296 |
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|
| 297 |
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|
| 298 |
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|
| 299 |
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|
| 300 |
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|
| 301 |
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|
| 302 |
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|
| 303 |
+
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|
| 304 |
+
^blk\.26\.attn_qkv\.weight$=q5_k
|
| 305 |
+
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|
| 306 |
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|
| 307 |
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|
| 308 |
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|
| 309 |
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|
| 310 |
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|
| 311 |
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|
| 312 |
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|
| 313 |
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|
| 314 |
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|
| 315 |
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|
| 316 |
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|
| 317 |
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^blk\.27\.ffn_down_shexp\.weight$=q8_0
|
| 318 |
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^blk\.27\.ffn_gate_exps\.weight$=iq2_s
|
| 319 |
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^blk\.27\.ffn_gate_shexp\.weight$=q8_0
|
| 320 |
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^blk\.27\.ffn_up_exps\.weight$=iq2_s
|
| 321 |
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^blk\.27\.ffn_up_shexp\.weight$=q8_0
|
| 322 |
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^blk\.28\.attn_gate\.weight$=q4_k
|
| 323 |
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^blk\.28\.attn_qkv\.weight$=q5_k
|
| 324 |
+
^blk\.28\.ffn_down_exps\.weight$=iq2_s
|
| 325 |
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^blk\.28\.ffn_down_shexp\.weight$=q8_0
|
| 326 |
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|
| 327 |
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|
| 328 |
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^blk\.28\.ffn_up_exps\.weight$=iq2_s
|
| 329 |
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^blk\.28\.ffn_up_shexp\.weight$=q8_0
|
| 330 |
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^blk\.28\.ssm_out\.weight$=q5_k
|
| 331 |
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^blk\.29\.attn_gate\.weight$=q4_k
|
| 332 |
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^blk\.29\.attn_qkv\.weight$=q5_k
|
| 333 |
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^blk\.29\.ffn_down_exps\.weight$=iq2_s
|
| 334 |
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^blk\.29\.ffn_down_shexp\.weight$=q8_0
|
| 335 |
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^blk\.29\.ffn_gate_exps\.weight$=iq2_s
|
| 336 |
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^blk\.29\.ffn_gate_shexp\.weight$=q8_0
|
| 337 |
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^blk\.29\.ffn_up_exps\.weight$=iq2_s
|
| 338 |
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^blk\.29\.ffn_up_shexp\.weight$=q8_0
|
| 339 |
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^blk\.29\.ssm_out\.weight$=q5_k
|
| 340 |
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^blk\.30\.attn_gate\.weight$=q5_k
|
| 341 |
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^blk\.30\.attn_qkv\.weight$=q5_k
|
| 342 |
+
^blk\.30\.ffn_down_exps\.weight$=iq2_s
|
| 343 |
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^blk\.30\.ffn_down_shexp\.weight$=q8_0
|
| 344 |
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^blk\.30\.ffn_gate_exps\.weight$=iq2_s
|
| 345 |
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^blk\.30\.ffn_gate_shexp\.weight$=q8_0
|
| 346 |
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^blk\.30\.ffn_up_exps\.weight$=iq2_s
|
| 347 |
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^blk\.30\.ffn_up_shexp\.weight$=q8_0
|
| 348 |
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^blk\.30\.ssm_out\.weight$=q5_k
|
| 349 |
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|
| 350 |
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^blk\.31\.attn_output\.weight$=q6_k
|
| 351 |
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^blk\.31\.attn_q\.weight$=q5_k
|
| 352 |
+
^blk\.31\.attn_v\.weight$=q8_0
|
| 353 |
+
^blk\.31\.ffn_down_exps\.weight$=iq3_s
|
| 354 |
+
^blk\.31\.ffn_down_shexp\.weight$=q8_0
|
| 355 |
+
^blk\.31\.ffn_gate_exps\.weight$=iq2_s
|
| 356 |
+
^blk\.31\.ffn_gate_shexp\.weight$=q8_0
|
| 357 |
+
^blk\.31\.ffn_up_exps\.weight$=iq2_s
|
| 358 |
+
^blk\.31\.ffn_up_shexp\.weight$=q8_0
|
| 359 |
+
^blk\.32\.attn_gate\.weight$=q5_k
|
| 360 |
+
^blk\.32\.attn_qkv\.weight$=q5_k
|
| 361 |
+
^blk\.32\.ffn_down_exps\.weight$=iq2_s
|
| 362 |
+
^blk\.32\.ffn_down_shexp\.weight$=q8_0
|
| 363 |
+
^blk\.32\.ffn_gate_exps\.weight$=iq2_s
|
| 364 |
+
^blk\.32\.ffn_gate_shexp\.weight$=q8_0
|
| 365 |
+
^blk\.32\.ffn_up_exps\.weight$=iq2_s
|
| 366 |
+
^blk\.32\.ffn_up_shexp\.weight$=q8_0
|
| 367 |
+
^blk\.32\.ssm_out\.weight$=q5_k
|
| 368 |
+
^blk\.33\.attn_gate\.weight$=q5_k
|
| 369 |
+
^blk\.33\.attn_qkv\.weight$=q5_k
|
| 370 |
+
^blk\.33\.ffn_down_exps\.weight$=iq2_s
|
| 371 |
+
^blk\.33\.ffn_down_shexp\.weight$=q8_0
|
| 372 |
+
^blk\.33\.ffn_gate_exps\.weight$=iq2_s
|
| 373 |
+
^blk\.33\.ffn_gate_shexp\.weight$=q8_0
|
| 374 |
+
^blk\.33\.ffn_up_exps\.weight$=iq2_s
|
| 375 |
+
^blk\.33\.ffn_up_shexp\.weight$=q8_0
|
| 376 |
+
^blk\.33\.ssm_out\.weight$=q5_k
|
| 377 |
+
^blk\.34\.attn_gate\.weight$=q5_k
|
| 378 |
+
^blk\.34\.attn_qkv\.weight$=q5_k
|
| 379 |
+
^blk\.34\.ffn_down_exps\.weight$=iq2_s
|
| 380 |
+
^blk\.34\.ffn_down_shexp\.weight$=q8_0
|
| 381 |
+
^blk\.34\.ffn_gate_exps\.weight$=iq2_s
|
| 382 |
+
^blk\.34\.ffn_gate_shexp\.weight$=q8_0
|
| 383 |
+
^blk\.34\.ffn_up_exps\.weight$=iq2_s
|
| 384 |
+
^blk\.34\.ffn_up_shexp\.weight$=q8_0
|
| 385 |
+
^blk\.34\.ssm_out\.weight$=q5_k
|
| 386 |
+
^blk\.35\.attn_k\.weight$=q8_0
|
| 387 |
+
^blk\.35\.attn_output\.weight$=q6_k
|
| 388 |
+
^blk\.35\.attn_q\.weight$=q5_k
|
| 389 |
+
^blk\.35\.attn_v\.weight$=q8_0
|
| 390 |
+
^blk\.35\.ffn_down_exps\.weight$=iq3_s
|
| 391 |
+
^blk\.35\.ffn_down_shexp\.weight$=q8_0
|
| 392 |
+
^blk\.35\.ffn_gate_exps\.weight$=iq2_s
|
| 393 |
+
^blk\.35\.ffn_gate_shexp\.weight$=q8_0
|
| 394 |
+
^blk\.35\.ffn_up_exps\.weight$=iq2_s
|
| 395 |
+
^blk\.35\.ffn_up_shexp\.weight$=q8_0
|
| 396 |
+
^blk\.36\.attn_gate\.weight$=q5_k
|
| 397 |
+
^blk\.36\.attn_qkv\.weight$=q5_k
|
| 398 |
+
^blk\.36\.ffn_down_exps\.weight$=iq2_s
|
| 399 |
+
^blk\.36\.ffn_down_shexp\.weight$=q8_0
|
| 400 |
+
^blk\.36\.ffn_gate_exps\.weight$=iq2_s
|
| 401 |
+
^blk\.36\.ffn_gate_shexp\.weight$=q8_0
|
| 402 |
+
^blk\.36\.ffn_up_exps\.weight$=iq2_s
|
| 403 |
+
^blk\.36\.ffn_up_shexp\.weight$=q8_0
|
| 404 |
+
^blk\.36\.ssm_out\.weight$=q5_k
|
| 405 |
+
^blk\.37\.attn_gate\.weight$=q5_k
|
| 406 |
+
^blk\.37\.attn_qkv\.weight$=q5_k
|
| 407 |
+
^blk\.37\.ffn_down_exps\.weight$=iq2_s
|
| 408 |
+
^blk\.37\.ffn_down_shexp\.weight$=q8_0
|
| 409 |
+
^blk\.37\.ffn_gate_exps\.weight$=iq2_s
|
| 410 |
+
^blk\.37\.ffn_gate_shexp\.weight$=q8_0
|
| 411 |
+
^blk\.37\.ffn_up_exps\.weight$=iq2_s
|
| 412 |
+
^blk\.37\.ffn_up_shexp\.weight$=q8_0
|
| 413 |
+
^blk\.37\.ssm_out\.weight$=q5_k
|
| 414 |
+
^blk\.38\.attn_gate\.weight$=q5_k
|
| 415 |
+
^blk\.38\.attn_qkv\.weight$=q5_k
|
| 416 |
+
^blk\.38\.ffn_down_exps\.weight$=iq2_s
|
| 417 |
+
^blk\.38\.ffn_down_shexp\.weight$=q8_0
|
| 418 |
+
^blk\.38\.ffn_gate_exps\.weight$=iq2_s
|
| 419 |
+
^blk\.38\.ffn_gate_shexp\.weight$=q8_0
|
| 420 |
+
^blk\.38\.ffn_up_exps\.weight$=iq2_s
|
| 421 |
+
^blk\.38\.ffn_up_shexp\.weight$=q8_0
|
| 422 |
+
^blk\.38\.ssm_out\.weight$=q5_k
|
| 423 |
+
^blk\.39\.attn_k\.weight$=q6_k
|
| 424 |
+
^blk\.39\.attn_output\.weight$=q8_0
|
| 425 |
+
^blk\.39\.attn_q\.weight$=q5_k
|
| 426 |
+
^blk\.39\.attn_v\.weight$=q8_0
|
| 427 |
+
^blk\.39\.ffn_down_exps\.weight$=iq4_xs
|
| 428 |
+
^blk\.39\.ffn_down_shexp\.weight$=q8_0
|
| 429 |
+
^blk\.39\.ffn_gate_exps\.weight$=iq4_xs
|
| 430 |
+
^blk\.39\.ffn_gate_shexp\.weight$=q8_0
|
| 431 |
+
^blk\.39\.ffn_up_exps\.weight$=iq4_xs
|
| 432 |
+
^blk\.39\.ffn_up_shexp\.weight$=q8_0
|
layouts/InternScience_MLExpert-IQ2_S.layout.json
ADDED
|
@@ -0,0 +1,236 @@
|
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|
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|
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|
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|
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|
|
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|
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|
|
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|
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|
|
|
|
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|
|
|
|
|
|
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|
|
|
|
|
|
|
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|
|
|
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|
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|
|
|
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|
|
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|
|
|
|
|
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|
|
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|
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|
|
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|
|
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|
|
|
|
|
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|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
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|
|
|
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|
|
|
|
|
|
|
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|
|
|
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|
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|
|
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|
|
|
|
|
|
|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"model": "/media/m2teamgroup/models/MLExpert-GGUF/InternScience_MLExpert-bf16.gguf",
|
| 3 |
+
"imatrix": "/media/m2teamgroup/models/MLExpert-GGUF/InternScience_MLExpert-imatrix.gguf",
|
| 4 |
+
"ftype": "IQ2_S",
|
| 5 |
+
"base_type": "iq2_xs",
|
| 6 |
+
"family": "iq",
|
| 7 |
+
"recipe": "ident+crush",
|
| 8 |
+
"variant": "shr0.70+crush",
|
| 9 |
+
"auto_crush": true,
|
| 10 |
+
"rung_mode": "share",
|
| 11 |
+
"tier": "M",
|
| 12 |
+
"rung_share": 0.7,
|
| 13 |
+
"crush_pass_bytes": 11974737920,
|
| 14 |
+
"embd_shares": {
|
| 15 |
+
"output.weight": {
|
| 16 |
+
"share": 0.0318,
|
| 17 |
+
"type": "q5_k"
|
| 18 |
+
},
|
| 19 |
+
"token_embd.weight": {
|
| 20 |
+
"share": 0.0199,
|
| 21 |
+
"type": "q8_0"
|
| 22 |
+
}
|
| 23 |
+
},
|
| 24 |
+
"arch": "moe",
|
| 25 |
+
"tied": false,
|
| 26 |
+
"n_layer": 40,
|
| 27 |
+
"body_rule": true,
|
| 28 |
+
"pins": {
|
| 29 |
+
"^blk\\.0\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 30 |
+
"^blk\\.0\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 31 |
+
"^blk\\.1\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 32 |
+
"^blk\\.1\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 33 |
+
"^blk\\.2\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 34 |
+
"^blk\\.2\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 35 |
+
"^blk\\.4\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 36 |
+
"^blk\\.4\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 37 |
+
"^blk\\.5\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 38 |
+
"^blk\\.5\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 39 |
+
"^blk\\.6\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 40 |
+
"^blk\\.6\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 41 |
+
"^blk\\.8\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 42 |
+
"^blk\\.8\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 43 |
+
"^blk\\.9\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 44 |
+
"^blk\\.9\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 45 |
+
"^blk\\.10\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 46 |
+
"^blk\\.10\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 47 |
+
"^blk\\.12\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 48 |
+
"^blk\\.12\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 49 |
+
"^blk\\.13\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 50 |
+
"^blk\\.13\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 51 |
+
"^blk\\.14\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 52 |
+
"^blk\\.14\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 53 |
+
"^blk\\.16\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 54 |
+
"^blk\\.16\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 55 |
+
"^blk\\.17\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 56 |
+
"^blk\\.17\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 57 |
+
"^blk\\.18\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 58 |
+
"^blk\\.18\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 59 |
+
"^blk\\.20\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 60 |
+
"^blk\\.20\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 61 |
+
"^blk\\.21\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 62 |
+
"^blk\\.21\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 63 |
+
"^blk\\.22\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 64 |
+
"^blk\\.22\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 65 |
+
"^blk\\.24\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 66 |
+
"^blk\\.24\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 67 |
+
"^blk\\.25\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 68 |
+
"^blk\\.25\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 69 |
+
"^blk\\.26\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 70 |
+
"^blk\\.26\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 71 |
+
"^blk\\.28\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 72 |
+
"^blk\\.28\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 73 |
+
"^blk\\.29\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 74 |
+
"^blk\\.29\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 75 |
+
"^blk\\.30\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 76 |
+
"^blk\\.30\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 77 |
+
"^blk\\.32\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 78 |
+
"^blk\\.32\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 79 |
+
"^blk\\.33\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 80 |
+
"^blk\\.33\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 81 |
+
"^blk\\.34\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 82 |
+
"^blk\\.34\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 83 |
+
"^blk\\.36\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 84 |
+
"^blk\\.36\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 85 |
+
"^blk\\.37\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 86 |
+
"^blk\\.37\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 87 |
+
"^blk\\.38\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 88 |
+
"^blk\\.38\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32"
|
| 89 |
+
},
|
| 90 |
+
"shape_pins": {},
|
| 91 |
+
"fixed_pins": {
|
| 92 |
+
"blk.0.ssm_alpha.weight": "f32",
|
| 93 |
+
"blk.0.ssm_beta.weight": "f32",
|
| 94 |
+
"blk.1.ssm_alpha.weight": "f32",
|
| 95 |
+
"blk.1.ssm_beta.weight": "f32",
|
| 96 |
+
"blk.2.ssm_alpha.weight": "f32",
|
| 97 |
+
"blk.2.ssm_beta.weight": "f32",
|
| 98 |
+
"blk.4.ssm_alpha.weight": "f32",
|
| 99 |
+
"blk.4.ssm_beta.weight": "f32",
|
| 100 |
+
"blk.5.ssm_alpha.weight": "f32",
|
| 101 |
+
"blk.5.ssm_beta.weight": "f32",
|
| 102 |
+
"blk.6.ssm_alpha.weight": "f32",
|
| 103 |
+
"blk.6.ssm_beta.weight": "f32",
|
| 104 |
+
"blk.8.ssm_alpha.weight": "f32",
|
| 105 |
+
"blk.8.ssm_beta.weight": "f32",
|
| 106 |
+
"blk.9.ssm_alpha.weight": "f32",
|
| 107 |
+
"blk.9.ssm_beta.weight": "f32",
|
| 108 |
+
"blk.10.ssm_alpha.weight": "f32",
|
| 109 |
+
"blk.10.ssm_beta.weight": "f32",
|
| 110 |
+
"blk.12.ssm_alpha.weight": "f32",
|
| 111 |
+
"blk.12.ssm_beta.weight": "f32",
|
| 112 |
+
"blk.13.ssm_alpha.weight": "f32",
|
| 113 |
+
"blk.13.ssm_beta.weight": "f32",
|
| 114 |
+
"blk.14.ssm_alpha.weight": "f32",
|
| 115 |
+
"blk.14.ssm_beta.weight": "f32",
|
| 116 |
+
"blk.16.ssm_alpha.weight": "f32",
|
| 117 |
+
"blk.16.ssm_beta.weight": "f32",
|
| 118 |
+
"blk.17.ssm_alpha.weight": "f32",
|
| 119 |
+
"blk.17.ssm_beta.weight": "f32",
|
| 120 |
+
"blk.18.ssm_alpha.weight": "f32",
|
| 121 |
+
"blk.18.ssm_beta.weight": "f32",
|
| 122 |
+
"blk.20.ssm_alpha.weight": "f32",
|
| 123 |
+
"blk.20.ssm_beta.weight": "f32",
|
| 124 |
+
"blk.21.ssm_alpha.weight": "f32",
|
| 125 |
+
"blk.21.ssm_beta.weight": "f32",
|
| 126 |
+
"blk.22.ssm_alpha.weight": "f32",
|
| 127 |
+
"blk.22.ssm_beta.weight": "f32",
|
| 128 |
+
"blk.24.ssm_alpha.weight": "f32",
|
| 129 |
+
"blk.24.ssm_beta.weight": "f32",
|
| 130 |
+
"blk.25.ssm_alpha.weight": "f32",
|
| 131 |
+
"blk.25.ssm_beta.weight": "f32",
|
| 132 |
+
"blk.26.ssm_alpha.weight": "f32",
|
| 133 |
+
"blk.26.ssm_beta.weight": "f32",
|
| 134 |
+
"blk.28.ssm_alpha.weight": "f32",
|
| 135 |
+
"blk.28.ssm_beta.weight": "f32",
|
| 136 |
+
"blk.29.ssm_alpha.weight": "f32",
|
| 137 |
+
"blk.29.ssm_beta.weight": "f32",
|
| 138 |
+
"blk.30.ssm_alpha.weight": "f32",
|
| 139 |
+
"blk.30.ssm_beta.weight": "f32",
|
| 140 |
+
"blk.32.ssm_alpha.weight": "f32",
|
| 141 |
+
"blk.32.ssm_beta.weight": "f32",
|
| 142 |
+
"blk.33.ssm_alpha.weight": "f32",
|
| 143 |
+
"blk.33.ssm_beta.weight": "f32",
|
| 144 |
+
"blk.34.ssm_alpha.weight": "f32",
|
| 145 |
+
"blk.34.ssm_beta.weight": "f32",
|
| 146 |
+
"blk.36.ssm_alpha.weight": "f32",
|
| 147 |
+
"blk.36.ssm_beta.weight": "f32",
|
| 148 |
+
"blk.37.ssm_alpha.weight": "f32",
|
| 149 |
+
"blk.37.ssm_beta.weight": "f32",
|
| 150 |
+
"blk.38.ssm_alpha.weight": "f32",
|
| 151 |
+
"blk.38.ssm_beta.weight": "f32"
|
| 152 |
+
},
|
| 153 |
+
"embeddings": {
|
| 154 |
+
"output.weight": "q5_k",
|
| 155 |
+
"token_embd.weight": "q8_0"
|
| 156 |
+
},
|
| 157 |
+
"bytes": {
|
| 158 |
+
"heuristic_body+embd": 10894704640,
|
| 159 |
+
"map_body+embd": 11863973888,
|
| 160 |
+
"ratio": 1.089,
|
| 161 |
+
"note": "quantizable, unpinned tensors only; pinned/unquantized tensors are identical in both"
|
| 162 |
+
},
|
| 163 |
+
"body_base_share": 0.7,
|
| 164 |
+
"body_bpw": 2.612,
|
| 165 |
+
"body_bpw_heuristic": 2.457,
|
| 166 |
+
"total_params": 34660610688,
|
| 167 |
+
"file_bytes_pred": 11968555520,
|
| 168 |
+
"file_bpw_pred": 2.762,
|
| 169 |
+
"histogram": {
|
| 170 |
+
"attn_gate": {
|
| 171 |
+
"iq4_xs": 15,
|
| 172 |
+
"q5_k": 7,
|
| 173 |
+
"q4_k": 7,
|
| 174 |
+
"q6_k": 1
|
| 175 |
+
},
|
| 176 |
+
"attn_k": {
|
| 177 |
+
"q6_k": 8,
|
| 178 |
+
"q8_0": 2
|
| 179 |
+
},
|
| 180 |
+
"attn_output": {
|
| 181 |
+
"q5_k": 9,
|
| 182 |
+
"q6_k": 1
|
| 183 |
+
},
|
| 184 |
+
"attn_q": {
|
| 185 |
+
"q4_k": 5,
|
| 186 |
+
"iq4_xs": 5
|
| 187 |
+
},
|
| 188 |
+
"attn_qkv": {
|
| 189 |
+
"q4_k": 22,
|
| 190 |
+
"iq4_xs": 7,
|
| 191 |
+
"q5_k": 1
|
| 192 |
+
},
|
| 193 |
+
"attn_v": {
|
| 194 |
+
"q8_0": 10
|
| 195 |
+
},
|
| 196 |
+
"ffn_down_exps": {
|
| 197 |
+
"iq2_xs": 31,
|
| 198 |
+
"iq3_xxs": 7,
|
| 199 |
+
"iq3_s": 1,
|
| 200 |
+
"iq4_xs": 1
|
| 201 |
+
},
|
| 202 |
+
"ffn_down_shexp": {
|
| 203 |
+
"q8_0": 40
|
| 204 |
+
},
|
| 205 |
+
"ffn_gate_exps": {
|
| 206 |
+
"iq2_xs": 39,
|
| 207 |
+
"iq3_s": 1
|
| 208 |
+
},
|
| 209 |
+
"ffn_gate_shexp": {
|
| 210 |
+
"q8_0": 25,
|
| 211 |
+
"q6_k": 15
|
| 212 |
+
},
|
| 213 |
+
"ffn_up_exps": {
|
| 214 |
+
"iq2_xs": 29,
|
| 215 |
+
"iq3_s": 10,
|
| 216 |
+
"iq4_xs": 1
|
| 217 |
+
},
|
| 218 |
+
"ffn_up_shexp": {
|
| 219 |
+
"q8_0": 40
|
| 220 |
+
},
|
| 221 |
+
"ssm_out": {
|
| 222 |
+
"q5_k": 29,
|
| 223 |
+
"q6_k": 1
|
| 224 |
+
}
|
| 225 |
+
},
|
| 226 |
+
"prior": "layout/prior.json",
|
| 227 |
+
"pin_rule": "floor",
|
| 228 |
+
"embd_cap": "heur",
|
| 229 |
+
"generator": "auto_quant_v2.layout",
|
| 230 |
+
"generator_key": "3bf8b43e20a68f0b",
|
| 231 |
+
"quant_type": "IQ2_S",
|
| 232 |
+
"quantize_ftype": "IQ2_S",
|
| 233 |
+
"llama_cpp_version": "b11716",
|
| 234 |
+
"unknown_kinds": {},
|
| 235 |
+
"commit": "c3c0369c7e82d7b49e1472fe453a182650282f2d"
|
| 236 |
+
}
|
layouts/InternScience_MLExpert-IQ2_S.tensor-types.txt
ADDED
|
@@ -0,0 +1,432 @@
|
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|
|
|
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|
|
|
|
|
|
| 1 |
+
^blk\.0\.ssm_alpha\.weight$=f32
|
| 2 |
+
^blk\.0\.ssm_beta\.weight$=f32
|
| 3 |
+
^blk\.1\.ssm_alpha\.weight$=f32
|
| 4 |
+
^blk\.1\.ssm_beta\.weight$=f32
|
| 5 |
+
^blk\.2\.ssm_alpha\.weight$=f32
|
| 6 |
+
^blk\.2\.ssm_beta\.weight$=f32
|
| 7 |
+
^blk\.4\.ssm_alpha\.weight$=f32
|
| 8 |
+
^blk\.4\.ssm_beta\.weight$=f32
|
| 9 |
+
^blk\.5\.ssm_alpha\.weight$=f32
|
| 10 |
+
^blk\.5\.ssm_beta\.weight$=f32
|
| 11 |
+
^blk\.6\.ssm_alpha\.weight$=f32
|
| 12 |
+
^blk\.6\.ssm_beta\.weight$=f32
|
| 13 |
+
^blk\.8\.ssm_alpha\.weight$=f32
|
| 14 |
+
^blk\.8\.ssm_beta\.weight$=f32
|
| 15 |
+
^blk\.9\.ssm_alpha\.weight$=f32
|
| 16 |
+
^blk\.9\.ssm_beta\.weight$=f32
|
| 17 |
+
^blk\.10\.ssm_alpha\.weight$=f32
|
| 18 |
+
^blk\.10\.ssm_beta\.weight$=f32
|
| 19 |
+
^blk\.12\.ssm_alpha\.weight$=f32
|
| 20 |
+
^blk\.12\.ssm_beta\.weight$=f32
|
| 21 |
+
^blk\.13\.ssm_alpha\.weight$=f32
|
| 22 |
+
^blk\.13\.ssm_beta\.weight$=f32
|
| 23 |
+
^blk\.14\.ssm_alpha\.weight$=f32
|
| 24 |
+
^blk\.14\.ssm_beta\.weight$=f32
|
| 25 |
+
^blk\.16\.ssm_alpha\.weight$=f32
|
| 26 |
+
^blk\.16\.ssm_beta\.weight$=f32
|
| 27 |
+
^blk\.17\.ssm_alpha\.weight$=f32
|
| 28 |
+
^blk\.17\.ssm_beta\.weight$=f32
|
| 29 |
+
^blk\.18\.ssm_alpha\.weight$=f32
|
| 30 |
+
^blk\.18\.ssm_beta\.weight$=f32
|
| 31 |
+
^blk\.20\.ssm_alpha\.weight$=f32
|
| 32 |
+
^blk\.20\.ssm_beta\.weight$=f32
|
| 33 |
+
^blk\.21\.ssm_alpha\.weight$=f32
|
| 34 |
+
^blk\.21\.ssm_beta\.weight$=f32
|
| 35 |
+
^blk\.22\.ssm_alpha\.weight$=f32
|
| 36 |
+
^blk\.22\.ssm_beta\.weight$=f32
|
| 37 |
+
^blk\.24\.ssm_alpha\.weight$=f32
|
| 38 |
+
^blk\.24\.ssm_beta\.weight$=f32
|
| 39 |
+
^blk\.25\.ssm_alpha\.weight$=f32
|
| 40 |
+
^blk\.25\.ssm_beta\.weight$=f32
|
| 41 |
+
^blk\.26\.ssm_alpha\.weight$=f32
|
| 42 |
+
^blk\.26\.ssm_beta\.weight$=f32
|
| 43 |
+
^blk\.28\.ssm_alpha\.weight$=f32
|
| 44 |
+
^blk\.28\.ssm_beta\.weight$=f32
|
| 45 |
+
^blk\.29\.ssm_alpha\.weight$=f32
|
| 46 |
+
^blk\.29\.ssm_beta\.weight$=f32
|
| 47 |
+
^blk\.30\.ssm_alpha\.weight$=f32
|
| 48 |
+
^blk\.30\.ssm_beta\.weight$=f32
|
| 49 |
+
^blk\.32\.ssm_alpha\.weight$=f32
|
| 50 |
+
^blk\.32\.ssm_beta\.weight$=f32
|
| 51 |
+
^blk\.33\.ssm_alpha\.weight$=f32
|
| 52 |
+
^blk\.33\.ssm_beta\.weight$=f32
|
| 53 |
+
^blk\.34\.ssm_alpha\.weight$=f32
|
| 54 |
+
^blk\.34\.ssm_beta\.weight$=f32
|
| 55 |
+
^blk\.36\.ssm_alpha\.weight$=f32
|
| 56 |
+
^blk\.36\.ssm_beta\.weight$=f32
|
| 57 |
+
^blk\.37\.ssm_alpha\.weight$=f32
|
| 58 |
+
^blk\.37\.ssm_beta\.weight$=f32
|
| 59 |
+
^blk\.38\.ssm_alpha\.weight$=f32
|
| 60 |
+
^blk\.38\.ssm_beta\.weight$=f32
|
| 61 |
+
^output\.weight$=q5_k
|
| 62 |
+
^token_embd\.weight$=q8_0
|
| 63 |
+
^blk\.0\.attn_gate\.weight$=q6_k
|
| 64 |
+
^blk\.0\.attn_qkv\.weight$=q5_k
|
| 65 |
+
^blk\.0\.ffn_down_exps\.weight$=iq3_s
|
| 66 |
+
^blk\.0\.ffn_down_shexp\.weight$=q8_0
|
| 67 |
+
^blk\.0\.ffn_gate_exps\.weight$=iq2_xs
|
| 68 |
+
^blk\.0\.ffn_gate_shexp\.weight$=q8_0
|
| 69 |
+
^blk\.0\.ffn_up_exps\.weight$=iq3_s
|
| 70 |
+
^blk\.0\.ffn_up_shexp\.weight$=q8_0
|
| 71 |
+
^blk\.0\.ssm_out\.weight$=q6_k
|
| 72 |
+
^blk\.1\.attn_gate\.weight$=q5_k
|
| 73 |
+
^blk\.1\.attn_qkv\.weight$=q4_k
|
| 74 |
+
^blk\.1\.ffn_down_exps\.weight$=iq3_xxs
|
| 75 |
+
^blk\.1\.ffn_down_shexp\.weight$=q8_0
|
| 76 |
+
^blk\.1\.ffn_gate_exps\.weight$=iq2_xs
|
| 77 |
+
^blk\.1\.ffn_gate_shexp\.weight$=q8_0
|
| 78 |
+
^blk\.1\.ffn_up_exps\.weight$=iq3_s
|
| 79 |
+
^blk\.1\.ffn_up_shexp\.weight$=q8_0
|
| 80 |
+
^blk\.1\.ssm_out\.weight$=q5_k
|
| 81 |
+
^blk\.2\.attn_gate\.weight$=q5_k
|
| 82 |
+
^blk\.2\.attn_qkv\.weight$=q4_k
|
| 83 |
+
^blk\.2\.ffn_down_exps\.weight$=iq3_xxs
|
| 84 |
+
^blk\.2\.ffn_down_shexp\.weight$=q8_0
|
| 85 |
+
^blk\.2\.ffn_gate_exps\.weight$=iq2_xs
|
| 86 |
+
^blk\.2\.ffn_gate_shexp\.weight$=q8_0
|
| 87 |
+
^blk\.2\.ffn_up_exps\.weight$=iq3_s
|
| 88 |
+
^blk\.2\.ffn_up_shexp\.weight$=q8_0
|
| 89 |
+
^blk\.2\.ssm_out\.weight$=q5_k
|
| 90 |
+
^blk\.3\.attn_k\.weight$=q6_k
|
| 91 |
+
^blk\.3\.attn_output\.weight$=q5_k
|
| 92 |
+
^blk\.3\.attn_q\.weight$=q4_k
|
| 93 |
+
^blk\.3\.attn_v\.weight$=q8_0
|
| 94 |
+
^blk\.3\.ffn_down_exps\.weight$=iq3_xxs
|
| 95 |
+
^blk\.3\.ffn_down_shexp\.weight$=q8_0
|
| 96 |
+
^blk\.3\.ffn_gate_exps\.weight$=iq2_xs
|
| 97 |
+
^blk\.3\.ffn_gate_shexp\.weight$=q8_0
|
| 98 |
+
^blk\.3\.ffn_up_exps\.weight$=iq3_s
|
| 99 |
+
^blk\.3\.ffn_up_shexp\.weight$=q8_0
|
| 100 |
+
^blk\.4\.attn_gate\.weight$=q5_k
|
| 101 |
+
^blk\.4\.attn_qkv\.weight$=q4_k
|
| 102 |
+
^blk\.4\.ffn_down_exps\.weight$=iq3_xxs
|
| 103 |
+
^blk\.4\.ffn_down_shexp\.weight$=q8_0
|
| 104 |
+
^blk\.4\.ffn_gate_exps\.weight$=iq2_xs
|
| 105 |
+
^blk\.4\.ffn_gate_shexp\.weight$=q8_0
|
| 106 |
+
^blk\.4\.ffn_up_exps\.weight$=iq3_s
|
| 107 |
+
^blk\.4\.ffn_up_shexp\.weight$=q8_0
|
| 108 |
+
^blk\.4\.ssm_out\.weight$=q5_k
|
| 109 |
+
^blk\.5\.attn_gate\.weight$=q5_k
|
| 110 |
+
^blk\.5\.attn_qkv\.weight$=q4_k
|
| 111 |
+
^blk\.5\.ffn_down_exps\.weight$=iq2_xs
|
| 112 |
+
^blk\.5\.ffn_down_shexp\.weight$=q8_0
|
| 113 |
+
^blk\.5\.ffn_gate_exps\.weight$=iq2_xs
|
| 114 |
+
^blk\.5\.ffn_gate_shexp\.weight$=q8_0
|
| 115 |
+
^blk\.5\.ffn_up_exps\.weight$=iq3_s
|
| 116 |
+
^blk\.5\.ffn_up_shexp\.weight$=q8_0
|
| 117 |
+
^blk\.5\.ssm_out\.weight$=q5_k
|
| 118 |
+
^blk\.6\.attn_gate\.weight$=q5_k
|
| 119 |
+
^blk\.6\.attn_qkv\.weight$=q4_k
|
| 120 |
+
^blk\.6\.ffn_down_exps\.weight$=iq2_xs
|
| 121 |
+
^blk\.6\.ffn_down_shexp\.weight$=q8_0
|
| 122 |
+
^blk\.6\.ffn_gate_exps\.weight$=iq2_xs
|
| 123 |
+
^blk\.6\.ffn_gate_shexp\.weight$=q8_0
|
| 124 |
+
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|
| 125 |
+
^blk\.6\.ffn_up_shexp\.weight$=q8_0
|
| 126 |
+
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|
| 127 |
+
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|
| 128 |
+
^blk\.7\.attn_output\.weight$=q5_k
|
| 129 |
+
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|
| 130 |
+
^blk\.7\.attn_v\.weight$=q8_0
|
| 131 |
+
^blk\.7\.ffn_down_exps\.weight$=iq3_xxs
|
| 132 |
+
^blk\.7\.ffn_down_shexp\.weight$=q8_0
|
| 133 |
+
^blk\.7\.ffn_gate_exps\.weight$=iq2_xs
|
| 134 |
+
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|
| 135 |
+
^blk\.7\.ffn_up_exps\.weight$=iq3_s
|
| 136 |
+
^blk\.7\.ffn_up_shexp\.weight$=q8_0
|
| 137 |
+
^blk\.8\.attn_gate\.weight$=q5_k
|
| 138 |
+
^blk\.8\.attn_qkv\.weight$=q4_k
|
| 139 |
+
^blk\.8\.ffn_down_exps\.weight$=iq2_xs
|
| 140 |
+
^blk\.8\.ffn_down_shexp\.weight$=q8_0
|
| 141 |
+
^blk\.8\.ffn_gate_exps\.weight$=iq2_xs
|
| 142 |
+
^blk\.8\.ffn_gate_shexp\.weight$=q8_0
|
| 143 |
+
^blk\.8\.ffn_up_exps\.weight$=iq3_s
|
| 144 |
+
^blk\.8\.ffn_up_shexp\.weight$=q8_0
|
| 145 |
+
^blk\.8\.ssm_out\.weight$=q5_k
|
| 146 |
+
^blk\.9\.attn_gate\.weight$=q5_k
|
| 147 |
+
^blk\.9\.attn_qkv\.weight$=q4_k
|
| 148 |
+
^blk\.9\.ffn_down_exps\.weight$=iq2_xs
|
| 149 |
+
^blk\.9\.ffn_down_shexp\.weight$=q8_0
|
| 150 |
+
^blk\.9\.ffn_gate_exps\.weight$=iq2_xs
|
| 151 |
+
^blk\.9\.ffn_gate_shexp\.weight$=q8_0
|
| 152 |
+
^blk\.9\.ffn_up_exps\.weight$=iq3_s
|
| 153 |
+
^blk\.9\.ffn_up_shexp\.weight$=q8_0
|
| 154 |
+
^blk\.9\.ssm_out\.weight$=q5_k
|
| 155 |
+
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|
| 156 |
+
^blk\.10\.attn_qkv\.weight$=q4_k
|
| 157 |
+
^blk\.10\.ffn_down_exps\.weight$=iq2_xs
|
| 158 |
+
^blk\.10\.ffn_down_shexp\.weight$=q8_0
|
| 159 |
+
^blk\.10\.ffn_gate_exps\.weight$=iq2_xs
|
| 160 |
+
^blk\.10\.ffn_gate_shexp\.weight$=q8_0
|
| 161 |
+
^blk\.10\.ffn_up_exps\.weight$=iq2_xs
|
| 162 |
+
^blk\.10\.ffn_up_shexp\.weight$=q8_0
|
| 163 |
+
^blk\.10\.ssm_out\.weight$=q5_k
|
| 164 |
+
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|
| 165 |
+
^blk\.11\.attn_output\.weight$=q5_k
|
| 166 |
+
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|
| 167 |
+
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|
| 168 |
+
^blk\.11\.ffn_down_exps\.weight$=iq2_xs
|
| 169 |
+
^blk\.11\.ffn_down_shexp\.weight$=q8_0
|
| 170 |
+
^blk\.11\.ffn_gate_exps\.weight$=iq2_xs
|
| 171 |
+
^blk\.11\.ffn_gate_shexp\.weight$=q6_k
|
| 172 |
+
^blk\.11\.ffn_up_exps\.weight$=iq2_xs
|
| 173 |
+
^blk\.11\.ffn_up_shexp\.weight$=q8_0
|
| 174 |
+
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|
| 175 |
+
^blk\.12\.attn_qkv\.weight$=q4_k
|
| 176 |
+
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|
| 177 |
+
^blk\.12\.ffn_down_shexp\.weight$=q8_0
|
| 178 |
+
^blk\.12\.ffn_gate_exps\.weight$=iq2_xs
|
| 179 |
+
^blk\.12\.ffn_gate_shexp\.weight$=q8_0
|
| 180 |
+
^blk\.12\.ffn_up_exps\.weight$=iq2_xs
|
| 181 |
+
^blk\.12\.ffn_up_shexp\.weight$=q8_0
|
| 182 |
+
^blk\.12\.ssm_out\.weight$=q5_k
|
| 183 |
+
^blk\.13\.attn_gate\.weight$=iq4_xs
|
| 184 |
+
^blk\.13\.attn_qkv\.weight$=q4_k
|
| 185 |
+
^blk\.13\.ffn_down_exps\.weight$=iq2_xs
|
| 186 |
+
^blk\.13\.ffn_down_shexp\.weight$=q8_0
|
| 187 |
+
^blk\.13\.ffn_gate_exps\.weight$=iq2_xs
|
| 188 |
+
^blk\.13\.ffn_gate_shexp\.weight$=q8_0
|
| 189 |
+
^blk\.13\.ffn_up_exps\.weight$=iq2_xs
|
| 190 |
+
^blk\.13\.ffn_up_shexp\.weight$=q8_0
|
| 191 |
+
^blk\.13\.ssm_out\.weight$=q5_k
|
| 192 |
+
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|
| 193 |
+
^blk\.14\.attn_qkv\.weight$=q4_k
|
| 194 |
+
^blk\.14\.ffn_down_exps\.weight$=iq2_xs
|
| 195 |
+
^blk\.14\.ffn_down_shexp\.weight$=q8_0
|
| 196 |
+
^blk\.14\.ffn_gate_exps\.weight$=iq2_xs
|
| 197 |
+
^blk\.14\.ffn_gate_shexp\.weight$=q8_0
|
| 198 |
+
^blk\.14\.ffn_up_exps\.weight$=iq2_xs
|
| 199 |
+
^blk\.14\.ffn_up_shexp\.weight$=q8_0
|
| 200 |
+
^blk\.14\.ssm_out\.weight$=q5_k
|
| 201 |
+
^blk\.15\.attn_k\.weight$=q6_k
|
| 202 |
+
^blk\.15\.attn_output\.weight$=q5_k
|
| 203 |
+
^blk\.15\.attn_q\.weight$=iq4_xs
|
| 204 |
+
^blk\.15\.attn_v\.weight$=q8_0
|
| 205 |
+
^blk\.15\.ffn_down_exps\.weight$=iq2_xs
|
| 206 |
+
^blk\.15\.ffn_down_shexp\.weight$=q8_0
|
| 207 |
+
^blk\.15\.ffn_gate_exps\.weight$=iq2_xs
|
| 208 |
+
^blk\.15\.ffn_gate_shexp\.weight$=q6_k
|
| 209 |
+
^blk\.15\.ffn_up_exps\.weight$=iq2_xs
|
| 210 |
+
^blk\.15\.ffn_up_shexp\.weight$=q8_0
|
| 211 |
+
^blk\.16\.attn_gate\.weight$=iq4_xs
|
| 212 |
+
^blk\.16\.attn_qkv\.weight$=q4_k
|
| 213 |
+
^blk\.16\.ffn_down_exps\.weight$=iq2_xs
|
| 214 |
+
^blk\.16\.ffn_down_shexp\.weight$=q8_0
|
| 215 |
+
^blk\.16\.ffn_gate_exps\.weight$=iq2_xs
|
| 216 |
+
^blk\.16\.ffn_gate_shexp\.weight$=q8_0
|
| 217 |
+
^blk\.16\.ffn_up_exps\.weight$=iq2_xs
|
| 218 |
+
^blk\.16\.ffn_up_shexp\.weight$=q8_0
|
| 219 |
+
^blk\.16\.ssm_out\.weight$=q5_k
|
| 220 |
+
^blk\.17\.attn_gate\.weight$=iq4_xs
|
| 221 |
+
^blk\.17\.attn_qkv\.weight$=q4_k
|
| 222 |
+
^blk\.17\.ffn_down_exps\.weight$=iq2_xs
|
| 223 |
+
^blk\.17\.ffn_down_shexp\.weight$=q8_0
|
| 224 |
+
^blk\.17\.ffn_gate_exps\.weight$=iq2_xs
|
| 225 |
+
^blk\.17\.ffn_gate_shexp\.weight$=q6_k
|
| 226 |
+
^blk\.17\.ffn_up_exps\.weight$=iq2_xs
|
| 227 |
+
^blk\.17\.ffn_up_shexp\.weight$=q8_0
|
| 228 |
+
^blk\.17\.ssm_out\.weight$=q5_k
|
| 229 |
+
^blk\.18\.attn_gate\.weight$=iq4_xs
|
| 230 |
+
^blk\.18\.attn_qkv\.weight$=q4_k
|
| 231 |
+
^blk\.18\.ffn_down_exps\.weight$=iq2_xs
|
| 232 |
+
^blk\.18\.ffn_down_shexp\.weight$=q8_0
|
| 233 |
+
^blk\.18\.ffn_gate_exps\.weight$=iq2_xs
|
| 234 |
+
^blk\.18\.ffn_gate_shexp\.weight$=q6_k
|
| 235 |
+
^blk\.18\.ffn_up_exps\.weight$=iq2_xs
|
| 236 |
+
^blk\.18\.ffn_up_shexp\.weight$=q8_0
|
| 237 |
+
^blk\.18\.ssm_out\.weight$=q5_k
|
| 238 |
+
^blk\.19\.attn_k\.weight$=q6_k
|
| 239 |
+
^blk\.19\.attn_output\.weight$=q5_k
|
| 240 |
+
^blk\.19\.attn_q\.weight$=iq4_xs
|
| 241 |
+
^blk\.19\.attn_v\.weight$=q8_0
|
| 242 |
+
^blk\.19\.ffn_down_exps\.weight$=iq2_xs
|
| 243 |
+
^blk\.19\.ffn_down_shexp\.weight$=q8_0
|
| 244 |
+
^blk\.19\.ffn_gate_exps\.weight$=iq2_xs
|
| 245 |
+
^blk\.19\.ffn_gate_shexp\.weight$=q6_k
|
| 246 |
+
^blk\.19\.ffn_up_exps\.weight$=iq2_xs
|
| 247 |
+
^blk\.19\.ffn_up_shexp\.weight$=q8_0
|
| 248 |
+
^blk\.20\.attn_gate\.weight$=iq4_xs
|
| 249 |
+
^blk\.20\.attn_qkv\.weight$=q4_k
|
| 250 |
+
^blk\.20\.ffn_down_exps\.weight$=iq2_xs
|
| 251 |
+
^blk\.20\.ffn_down_shexp\.weight$=q8_0
|
| 252 |
+
^blk\.20\.ffn_gate_exps\.weight$=iq2_xs
|
| 253 |
+
^blk\.20\.ffn_gate_shexp\.weight$=q6_k
|
| 254 |
+
^blk\.20\.ffn_up_exps\.weight$=iq2_xs
|
| 255 |
+
^blk\.20\.ffn_up_shexp\.weight$=q8_0
|
| 256 |
+
^blk\.20\.ssm_out\.weight$=q5_k
|
| 257 |
+
^blk\.21\.attn_gate\.weight$=iq4_xs
|
| 258 |
+
^blk\.21\.attn_qkv\.weight$=q4_k
|
| 259 |
+
^blk\.21\.ffn_down_exps\.weight$=iq2_xs
|
| 260 |
+
^blk\.21\.ffn_down_shexp\.weight$=q8_0
|
| 261 |
+
^blk\.21\.ffn_gate_exps\.weight$=iq2_xs
|
| 262 |
+
^blk\.21\.ffn_gate_shexp\.weight$=q6_k
|
| 263 |
+
^blk\.21\.ffn_up_exps\.weight$=iq2_xs
|
| 264 |
+
^blk\.21\.ffn_up_shexp\.weight$=q8_0
|
| 265 |
+
^blk\.21\.ssm_out\.weight$=q5_k
|
| 266 |
+
^blk\.22\.attn_gate\.weight$=iq4_xs
|
| 267 |
+
^blk\.22\.attn_qkv\.weight$=q4_k
|
| 268 |
+
^blk\.22\.ffn_down_exps\.weight$=iq2_xs
|
| 269 |
+
^blk\.22\.ffn_down_shexp\.weight$=q8_0
|
| 270 |
+
^blk\.22\.ffn_gate_exps\.weight$=iq2_xs
|
| 271 |
+
^blk\.22\.ffn_gate_shexp\.weight$=q6_k
|
| 272 |
+
^blk\.22\.ffn_up_exps\.weight$=iq2_xs
|
| 273 |
+
^blk\.22\.ffn_up_shexp\.weight$=q8_0
|
| 274 |
+
^blk\.22\.ssm_out\.weight$=q5_k
|
| 275 |
+
^blk\.23\.attn_k\.weight$=q6_k
|
| 276 |
+
^blk\.23\.attn_output\.weight$=q5_k
|
| 277 |
+
^blk\.23\.attn_q\.weight$=iq4_xs
|
| 278 |
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^blk\.23\.attn_v\.weight$=q8_0
|
| 279 |
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^blk\.23\.ffn_down_exps\.weight$=iq2_xs
|
| 280 |
+
^blk\.23\.ffn_down_shexp\.weight$=q8_0
|
| 281 |
+
^blk\.23\.ffn_gate_exps\.weight$=iq2_xs
|
| 282 |
+
^blk\.23\.ffn_gate_shexp\.weight$=q6_k
|
| 283 |
+
^blk\.23\.ffn_up_exps\.weight$=iq2_xs
|
| 284 |
+
^blk\.23\.ffn_up_shexp\.weight$=q8_0
|
| 285 |
+
^blk\.24\.attn_gate\.weight$=iq4_xs
|
| 286 |
+
^blk\.24\.attn_qkv\.weight$=q4_k
|
| 287 |
+
^blk\.24\.ffn_down_exps\.weight$=iq2_xs
|
| 288 |
+
^blk\.24\.ffn_down_shexp\.weight$=q8_0
|
| 289 |
+
^blk\.24\.ffn_gate_exps\.weight$=iq2_xs
|
| 290 |
+
^blk\.24\.ffn_gate_shexp\.weight$=q6_k
|
| 291 |
+
^blk\.24\.ffn_up_exps\.weight$=iq2_xs
|
| 292 |
+
^blk\.24\.ffn_up_shexp\.weight$=q8_0
|
| 293 |
+
^blk\.24\.ssm_out\.weight$=q5_k
|
| 294 |
+
^blk\.25\.attn_gate\.weight$=iq4_xs
|
| 295 |
+
^blk\.25\.attn_qkv\.weight$=q4_k
|
| 296 |
+
^blk\.25\.ffn_down_exps\.weight$=iq2_xs
|
| 297 |
+
^blk\.25\.ffn_down_shexp\.weight$=q8_0
|
| 298 |
+
^blk\.25\.ffn_gate_exps\.weight$=iq2_xs
|
| 299 |
+
^blk\.25\.ffn_gate_shexp\.weight$=q6_k
|
| 300 |
+
^blk\.25\.ffn_up_exps\.weight$=iq2_xs
|
| 301 |
+
^blk\.25\.ffn_up_shexp\.weight$=q8_0
|
| 302 |
+
^blk\.25\.ssm_out\.weight$=q5_k
|
| 303 |
+
^blk\.26\.attn_gate\.weight$=iq4_xs
|
| 304 |
+
^blk\.26\.attn_qkv\.weight$=q4_k
|
| 305 |
+
^blk\.26\.ffn_down_exps\.weight$=iq2_xs
|
| 306 |
+
^blk\.26\.ffn_down_shexp\.weight$=q8_0
|
| 307 |
+
^blk\.26\.ffn_gate_exps\.weight$=iq2_xs
|
| 308 |
+
^blk\.26\.ffn_gate_shexp\.weight$=q6_k
|
| 309 |
+
^blk\.26\.ffn_up_exps\.weight$=iq2_xs
|
| 310 |
+
^blk\.26\.ffn_up_shexp\.weight$=q8_0
|
| 311 |
+
^blk\.26\.ssm_out\.weight$=q5_k
|
| 312 |
+
^blk\.27\.attn_k\.weight$=q6_k
|
| 313 |
+
^blk\.27\.attn_output\.weight$=q5_k
|
| 314 |
+
^blk\.27\.attn_q\.weight$=iq4_xs
|
| 315 |
+
^blk\.27\.attn_v\.weight$=q8_0
|
| 316 |
+
^blk\.27\.ffn_down_exps\.weight$=iq2_xs
|
| 317 |
+
^blk\.27\.ffn_down_shexp\.weight$=q8_0
|
| 318 |
+
^blk\.27\.ffn_gate_exps\.weight$=iq2_xs
|
| 319 |
+
^blk\.27\.ffn_gate_shexp\.weight$=q6_k
|
| 320 |
+
^blk\.27\.ffn_up_exps\.weight$=iq2_xs
|
| 321 |
+
^blk\.27\.ffn_up_shexp\.weight$=q8_0
|
| 322 |
+
^blk\.28\.attn_gate\.weight$=iq4_xs
|
| 323 |
+
^blk\.28\.attn_qkv\.weight$=q4_k
|
| 324 |
+
^blk\.28\.ffn_down_exps\.weight$=iq2_xs
|
| 325 |
+
^blk\.28\.ffn_down_shexp\.weight$=q8_0
|
| 326 |
+
^blk\.28\.ffn_gate_exps\.weight$=iq2_xs
|
| 327 |
+
^blk\.28\.ffn_gate_shexp\.weight$=q6_k
|
| 328 |
+
^blk\.28\.ffn_up_exps\.weight$=iq2_xs
|
| 329 |
+
^blk\.28\.ffn_up_shexp\.weight$=q8_0
|
| 330 |
+
^blk\.28\.ssm_out\.weight$=q5_k
|
| 331 |
+
^blk\.29\.attn_gate\.weight$=iq4_xs
|
| 332 |
+
^blk\.29\.attn_qkv\.weight$=q4_k
|
| 333 |
+
^blk\.29\.ffn_down_exps\.weight$=iq2_xs
|
| 334 |
+
^blk\.29\.ffn_down_shexp\.weight$=q8_0
|
| 335 |
+
^blk\.29\.ffn_gate_exps\.weight$=iq2_xs
|
| 336 |
+
^blk\.29\.ffn_gate_shexp\.weight$=q6_k
|
| 337 |
+
^blk\.29\.ffn_up_exps\.weight$=iq2_xs
|
| 338 |
+
^blk\.29\.ffn_up_shexp\.weight$=q8_0
|
| 339 |
+
^blk\.29\.ssm_out\.weight$=q5_k
|
| 340 |
+
^blk\.30\.attn_gate\.weight$=q4_k
|
| 341 |
+
^blk\.30\.attn_qkv\.weight$=iq4_xs
|
| 342 |
+
^blk\.30\.ffn_down_exps\.weight$=iq2_xs
|
| 343 |
+
^blk\.30\.ffn_down_shexp\.weight$=q8_0
|
| 344 |
+
^blk\.30\.ffn_gate_exps\.weight$=iq2_xs
|
| 345 |
+
^blk\.30\.ffn_gate_shexp\.weight$=q8_0
|
| 346 |
+
^blk\.30\.ffn_up_exps\.weight$=iq2_xs
|
| 347 |
+
^blk\.30\.ffn_up_shexp\.weight$=q8_0
|
| 348 |
+
^blk\.30\.ssm_out\.weight$=q5_k
|
| 349 |
+
^blk\.31\.attn_k\.weight$=q8_0
|
| 350 |
+
^blk\.31\.attn_output\.weight$=q5_k
|
| 351 |
+
^blk\.31\.attn_q\.weight$=q4_k
|
| 352 |
+
^blk\.31\.attn_v\.weight$=q8_0
|
| 353 |
+
^blk\.31\.ffn_down_exps\.weight$=iq3_xxs
|
| 354 |
+
^blk\.31\.ffn_down_shexp\.weight$=q8_0
|
| 355 |
+
^blk\.31\.ffn_gate_exps\.weight$=iq2_xs
|
| 356 |
+
^blk\.31\.ffn_gate_shexp\.weight$=q8_0
|
| 357 |
+
^blk\.31\.ffn_up_exps\.weight$=iq2_xs
|
| 358 |
+
^blk\.31\.ffn_up_shexp\.weight$=q8_0
|
| 359 |
+
^blk\.32\.attn_gate\.weight$=q4_k
|
| 360 |
+
^blk\.32\.attn_qkv\.weight$=iq4_xs
|
| 361 |
+
^blk\.32\.ffn_down_exps\.weight$=iq2_xs
|
| 362 |
+
^blk\.32\.ffn_down_shexp\.weight$=q8_0
|
| 363 |
+
^blk\.32\.ffn_gate_exps\.weight$=iq2_xs
|
| 364 |
+
^blk\.32\.ffn_gate_shexp\.weight$=q8_0
|
| 365 |
+
^blk\.32\.ffn_up_exps\.weight$=iq2_xs
|
| 366 |
+
^blk\.32\.ffn_up_shexp\.weight$=q8_0
|
| 367 |
+
^blk\.32\.ssm_out\.weight$=q5_k
|
| 368 |
+
^blk\.33\.attn_gate\.weight$=q4_k
|
| 369 |
+
^blk\.33\.attn_qkv\.weight$=iq4_xs
|
| 370 |
+
^blk\.33\.ffn_down_exps\.weight$=iq2_xs
|
| 371 |
+
^blk\.33\.ffn_down_shexp\.weight$=q8_0
|
| 372 |
+
^blk\.33\.ffn_gate_exps\.weight$=iq2_xs
|
| 373 |
+
^blk\.33\.ffn_gate_shexp\.weight$=q8_0
|
| 374 |
+
^blk\.33\.ffn_up_exps\.weight$=iq2_xs
|
| 375 |
+
^blk\.33\.ffn_up_shexp\.weight$=q8_0
|
| 376 |
+
^blk\.33\.ssm_out\.weight$=q5_k
|
| 377 |
+
^blk\.34\.attn_gate\.weight$=q4_k
|
| 378 |
+
^blk\.34\.attn_qkv\.weight$=iq4_xs
|
| 379 |
+
^blk\.34\.ffn_down_exps\.weight$=iq2_xs
|
| 380 |
+
^blk\.34\.ffn_down_shexp\.weight$=q8_0
|
| 381 |
+
^blk\.34\.ffn_gate_exps\.weight$=iq2_xs
|
| 382 |
+
^blk\.34\.ffn_gate_shexp\.weight$=q8_0
|
| 383 |
+
^blk\.34\.ffn_up_exps\.weight$=iq2_xs
|
| 384 |
+
^blk\.34\.ffn_up_shexp\.weight$=q8_0
|
| 385 |
+
^blk\.34\.ssm_out\.weight$=q5_k
|
| 386 |
+
^blk\.35\.attn_k\.weight$=q8_0
|
| 387 |
+
^blk\.35\.attn_output\.weight$=q5_k
|
| 388 |
+
^blk\.35\.attn_q\.weight$=q4_k
|
| 389 |
+
^blk\.35\.attn_v\.weight$=q8_0
|
| 390 |
+
^blk\.35\.ffn_down_exps\.weight$=iq3_xxs
|
| 391 |
+
^blk\.35\.ffn_down_shexp\.weight$=q8_0
|
| 392 |
+
^blk\.35\.ffn_gate_exps\.weight$=iq2_xs
|
| 393 |
+
^blk\.35\.ffn_gate_shexp\.weight$=q8_0
|
| 394 |
+
^blk\.35\.ffn_up_exps\.weight$=iq2_xs
|
| 395 |
+
^blk\.35\.ffn_up_shexp\.weight$=q8_0
|
| 396 |
+
^blk\.36\.attn_gate\.weight$=q4_k
|
| 397 |
+
^blk\.36\.attn_qkv\.weight$=iq4_xs
|
| 398 |
+
^blk\.36\.ffn_down_exps\.weight$=iq2_xs
|
| 399 |
+
^blk\.36\.ffn_down_shexp\.weight$=q8_0
|
| 400 |
+
^blk\.36\.ffn_gate_exps\.weight$=iq2_xs
|
| 401 |
+
^blk\.36\.ffn_gate_shexp\.weight$=q8_0
|
| 402 |
+
^blk\.36\.ffn_up_exps\.weight$=iq2_xs
|
| 403 |
+
^blk\.36\.ffn_up_shexp\.weight$=q8_0
|
| 404 |
+
^blk\.36\.ssm_out\.weight$=q5_k
|
| 405 |
+
^blk\.37\.attn_gate\.weight$=q4_k
|
| 406 |
+
^blk\.37\.attn_qkv\.weight$=iq4_xs
|
| 407 |
+
^blk\.37\.ffn_down_exps\.weight$=iq2_xs
|
| 408 |
+
^blk\.37\.ffn_down_shexp\.weight$=q8_0
|
| 409 |
+
^blk\.37\.ffn_gate_exps\.weight$=iq2_xs
|
| 410 |
+
^blk\.37\.ffn_gate_shexp\.weight$=q8_0
|
| 411 |
+
^blk\.37\.ffn_up_exps\.weight$=iq2_xs
|
| 412 |
+
^blk\.37\.ffn_up_shexp\.weight$=q8_0
|
| 413 |
+
^blk\.37\.ssm_out\.weight$=q5_k
|
| 414 |
+
^blk\.38\.attn_gate\.weight$=q4_k
|
| 415 |
+
^blk\.38\.attn_qkv\.weight$=iq4_xs
|
| 416 |
+
^blk\.38\.ffn_down_exps\.weight$=iq2_xs
|
| 417 |
+
^blk\.38\.ffn_down_shexp\.weight$=q8_0
|
| 418 |
+
^blk\.38\.ffn_gate_exps\.weight$=iq2_xs
|
| 419 |
+
^blk\.38\.ffn_gate_shexp\.weight$=q8_0
|
| 420 |
+
^blk\.38\.ffn_up_exps\.weight$=iq2_xs
|
| 421 |
+
^blk\.38\.ffn_up_shexp\.weight$=q8_0
|
| 422 |
+
^blk\.38\.ssm_out\.weight$=q5_k
|
| 423 |
+
^blk\.39\.attn_k\.weight$=q6_k
|
| 424 |
+
^blk\.39\.attn_output\.weight$=q6_k
|
| 425 |
+
^blk\.39\.attn_q\.weight$=q4_k
|
| 426 |
+
^blk\.39\.attn_v\.weight$=q8_0
|
| 427 |
+
^blk\.39\.ffn_down_exps\.weight$=iq4_xs
|
| 428 |
+
^blk\.39\.ffn_down_shexp\.weight$=q8_0
|
| 429 |
+
^blk\.39\.ffn_gate_exps\.weight$=iq3_s
|
| 430 |
+
^blk\.39\.ffn_gate_shexp\.weight$=q8_0
|
| 431 |
+
^blk\.39\.ffn_up_exps\.weight$=iq4_xs
|
| 432 |
+
^blk\.39\.ffn_up_shexp\.weight$=q8_0
|
layouts/InternScience_MLExpert-IQ2_XS.layout.json
ADDED
|
@@ -0,0 +1,229 @@
|
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|
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|
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|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"model": "/media/m2teamgroup/models/MLExpert-GGUF/InternScience_MLExpert-bf16.gguf",
|
| 3 |
+
"imatrix": "/media/m2teamgroup/models/MLExpert-GGUF/InternScience_MLExpert-imatrix.gguf",
|
| 4 |
+
"ftype": "IQ2_XS",
|
| 5 |
+
"base_type": "iq2_xs",
|
| 6 |
+
"family": "iq",
|
| 7 |
+
"recipe": "ident+crush",
|
| 8 |
+
"variant": "shr0.90+crush",
|
| 9 |
+
"auto_crush": true,
|
| 10 |
+
"rung_mode": "share",
|
| 11 |
+
"tier": "S",
|
| 12 |
+
"rung_share": 0.9,
|
| 13 |
+
"crush_pass_bytes": 11149688832,
|
| 14 |
+
"embd_shares": {
|
| 15 |
+
"output.weight": {
|
| 16 |
+
"share": 0.0324,
|
| 17 |
+
"type": "q5_k"
|
| 18 |
+
},
|
| 19 |
+
"token_embd.weight": {
|
| 20 |
+
"share": 0.0155,
|
| 21 |
+
"type": "q8_0"
|
| 22 |
+
}
|
| 23 |
+
},
|
| 24 |
+
"arch": "moe",
|
| 25 |
+
"tied": false,
|
| 26 |
+
"n_layer": 40,
|
| 27 |
+
"body_rule": true,
|
| 28 |
+
"pins": {
|
| 29 |
+
"^blk\\.0\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 30 |
+
"^blk\\.0\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 31 |
+
"^blk\\.1\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 32 |
+
"^blk\\.1\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 33 |
+
"^blk\\.2\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 34 |
+
"^blk\\.2\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 35 |
+
"^blk\\.4\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 36 |
+
"^blk\\.4\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 37 |
+
"^blk\\.5\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 38 |
+
"^blk\\.5\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 39 |
+
"^blk\\.6\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 40 |
+
"^blk\\.6\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 41 |
+
"^blk\\.8\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 42 |
+
"^blk\\.8\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 43 |
+
"^blk\\.9\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 44 |
+
"^blk\\.9\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 45 |
+
"^blk\\.10\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 46 |
+
"^blk\\.10\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 47 |
+
"^blk\\.12\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 48 |
+
"^blk\\.12\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 49 |
+
"^blk\\.13\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 50 |
+
"^blk\\.13\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 51 |
+
"^blk\\.14\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 52 |
+
"^blk\\.14\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 53 |
+
"^blk\\.16\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 54 |
+
"^blk\\.16\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 55 |
+
"^blk\\.17\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 56 |
+
"^blk\\.17\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 57 |
+
"^blk\\.18\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 58 |
+
"^blk\\.18\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 59 |
+
"^blk\\.20\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 60 |
+
"^blk\\.20\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 61 |
+
"^blk\\.21\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 62 |
+
"^blk\\.21\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 63 |
+
"^blk\\.22\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 64 |
+
"^blk\\.22\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 65 |
+
"^blk\\.24\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 66 |
+
"^blk\\.24\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 67 |
+
"^blk\\.25\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 68 |
+
"^blk\\.25\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 69 |
+
"^blk\\.26\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 70 |
+
"^blk\\.26\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 71 |
+
"^blk\\.28\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 72 |
+
"^blk\\.28\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 73 |
+
"^blk\\.29\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 74 |
+
"^blk\\.29\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 75 |
+
"^blk\\.30\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 76 |
+
"^blk\\.30\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 77 |
+
"^blk\\.32\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 78 |
+
"^blk\\.32\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 79 |
+
"^blk\\.33\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 80 |
+
"^blk\\.33\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 81 |
+
"^blk\\.34\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 82 |
+
"^blk\\.34\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 83 |
+
"^blk\\.36\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 84 |
+
"^blk\\.36\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 85 |
+
"^blk\\.37\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 86 |
+
"^blk\\.37\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 87 |
+
"^blk\\.38\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 88 |
+
"^blk\\.38\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32"
|
| 89 |
+
},
|
| 90 |
+
"shape_pins": {},
|
| 91 |
+
"fixed_pins": {
|
| 92 |
+
"blk.0.ssm_alpha.weight": "f32",
|
| 93 |
+
"blk.0.ssm_beta.weight": "f32",
|
| 94 |
+
"blk.1.ssm_alpha.weight": "f32",
|
| 95 |
+
"blk.1.ssm_beta.weight": "f32",
|
| 96 |
+
"blk.2.ssm_alpha.weight": "f32",
|
| 97 |
+
"blk.2.ssm_beta.weight": "f32",
|
| 98 |
+
"blk.4.ssm_alpha.weight": "f32",
|
| 99 |
+
"blk.4.ssm_beta.weight": "f32",
|
| 100 |
+
"blk.5.ssm_alpha.weight": "f32",
|
| 101 |
+
"blk.5.ssm_beta.weight": "f32",
|
| 102 |
+
"blk.6.ssm_alpha.weight": "f32",
|
| 103 |
+
"blk.6.ssm_beta.weight": "f32",
|
| 104 |
+
"blk.8.ssm_alpha.weight": "f32",
|
| 105 |
+
"blk.8.ssm_beta.weight": "f32",
|
| 106 |
+
"blk.9.ssm_alpha.weight": "f32",
|
| 107 |
+
"blk.9.ssm_beta.weight": "f32",
|
| 108 |
+
"blk.10.ssm_alpha.weight": "f32",
|
| 109 |
+
"blk.10.ssm_beta.weight": "f32",
|
| 110 |
+
"blk.12.ssm_alpha.weight": "f32",
|
| 111 |
+
"blk.12.ssm_beta.weight": "f32",
|
| 112 |
+
"blk.13.ssm_alpha.weight": "f32",
|
| 113 |
+
"blk.13.ssm_beta.weight": "f32",
|
| 114 |
+
"blk.14.ssm_alpha.weight": "f32",
|
| 115 |
+
"blk.14.ssm_beta.weight": "f32",
|
| 116 |
+
"blk.16.ssm_alpha.weight": "f32",
|
| 117 |
+
"blk.16.ssm_beta.weight": "f32",
|
| 118 |
+
"blk.17.ssm_alpha.weight": "f32",
|
| 119 |
+
"blk.17.ssm_beta.weight": "f32",
|
| 120 |
+
"blk.18.ssm_alpha.weight": "f32",
|
| 121 |
+
"blk.18.ssm_beta.weight": "f32",
|
| 122 |
+
"blk.20.ssm_alpha.weight": "f32",
|
| 123 |
+
"blk.20.ssm_beta.weight": "f32",
|
| 124 |
+
"blk.21.ssm_alpha.weight": "f32",
|
| 125 |
+
"blk.21.ssm_beta.weight": "f32",
|
| 126 |
+
"blk.22.ssm_alpha.weight": "f32",
|
| 127 |
+
"blk.22.ssm_beta.weight": "f32",
|
| 128 |
+
"blk.24.ssm_alpha.weight": "f32",
|
| 129 |
+
"blk.24.ssm_beta.weight": "f32",
|
| 130 |
+
"blk.25.ssm_alpha.weight": "f32",
|
| 131 |
+
"blk.25.ssm_beta.weight": "f32",
|
| 132 |
+
"blk.26.ssm_alpha.weight": "f32",
|
| 133 |
+
"blk.26.ssm_beta.weight": "f32",
|
| 134 |
+
"blk.28.ssm_alpha.weight": "f32",
|
| 135 |
+
"blk.28.ssm_beta.weight": "f32",
|
| 136 |
+
"blk.29.ssm_alpha.weight": "f32",
|
| 137 |
+
"blk.29.ssm_beta.weight": "f32",
|
| 138 |
+
"blk.30.ssm_alpha.weight": "f32",
|
| 139 |
+
"blk.30.ssm_beta.weight": "f32",
|
| 140 |
+
"blk.32.ssm_alpha.weight": "f32",
|
| 141 |
+
"blk.32.ssm_beta.weight": "f32",
|
| 142 |
+
"blk.33.ssm_alpha.weight": "f32",
|
| 143 |
+
"blk.33.ssm_beta.weight": "f32",
|
| 144 |
+
"blk.34.ssm_alpha.weight": "f32",
|
| 145 |
+
"blk.34.ssm_beta.weight": "f32",
|
| 146 |
+
"blk.36.ssm_alpha.weight": "f32",
|
| 147 |
+
"blk.36.ssm_beta.weight": "f32",
|
| 148 |
+
"blk.37.ssm_alpha.weight": "f32",
|
| 149 |
+
"blk.37.ssm_beta.weight": "f32",
|
| 150 |
+
"blk.38.ssm_alpha.weight": "f32",
|
| 151 |
+
"blk.38.ssm_beta.weight": "f32"
|
| 152 |
+
},
|
| 153 |
+
"embeddings": {
|
| 154 |
+
"output.weight": "q5_k",
|
| 155 |
+
"token_embd.weight": "q8_0"
|
| 156 |
+
},
|
| 157 |
+
"bytes": {
|
| 158 |
+
"heuristic_body+embd": 10681573376,
|
| 159 |
+
"map_body+embd": 11149688832,
|
| 160 |
+
"ratio": 1.0438,
|
| 161 |
+
"note": "quantizable, unpinned tensors only; pinned/unquantized tensors are identical in both"
|
| 162 |
+
},
|
| 163 |
+
"body_base_share": 0.9,
|
| 164 |
+
"body_bpw": 2.442,
|
| 165 |
+
"body_bpw_heuristic": 2.419,
|
| 166 |
+
"total_params": 34660610688,
|
| 167 |
+
"file_bytes_pred": 11254270464,
|
| 168 |
+
"file_bpw_pred": 2.598,
|
| 169 |
+
"histogram": {
|
| 170 |
+
"attn_gate": {
|
| 171 |
+
"iq4_xs": 21,
|
| 172 |
+
"q4_k": 8,
|
| 173 |
+
"q6_k": 1
|
| 174 |
+
},
|
| 175 |
+
"attn_k": {
|
| 176 |
+
"q6_k": 10
|
| 177 |
+
},
|
| 178 |
+
"attn_output": {
|
| 179 |
+
"q5_k": 9,
|
| 180 |
+
"q6_k": 1
|
| 181 |
+
},
|
| 182 |
+
"attn_q": {
|
| 183 |
+
"iq4_xs": 8,
|
| 184 |
+
"q4_k": 2
|
| 185 |
+
},
|
| 186 |
+
"attn_qkv": {
|
| 187 |
+
"iq4_xs": 22,
|
| 188 |
+
"q4_k": 7,
|
| 189 |
+
"q5_k": 1
|
| 190 |
+
},
|
| 191 |
+
"attn_v": {
|
| 192 |
+
"q8_0": 10
|
| 193 |
+
},
|
| 194 |
+
"ffn_down_exps": {
|
| 195 |
+
"iq2_xs": 39,
|
| 196 |
+
"iq4_xs": 1
|
| 197 |
+
},
|
| 198 |
+
"ffn_down_shexp": {
|
| 199 |
+
"q8_0": 40
|
| 200 |
+
},
|
| 201 |
+
"ffn_gate_exps": {
|
| 202 |
+
"iq2_xs": 40
|
| 203 |
+
},
|
| 204 |
+
"ffn_gate_shexp": {
|
| 205 |
+
"q8_0": 20,
|
| 206 |
+
"q6_k": 20
|
| 207 |
+
},
|
| 208 |
+
"ffn_up_exps": {
|
| 209 |
+
"iq2_xs": 40
|
| 210 |
+
},
|
| 211 |
+
"ffn_up_shexp": {
|
| 212 |
+
"q8_0": 40
|
| 213 |
+
},
|
| 214 |
+
"ssm_out": {
|
| 215 |
+
"q5_k": 29,
|
| 216 |
+
"q6_k": 1
|
| 217 |
+
}
|
| 218 |
+
},
|
| 219 |
+
"prior": "layout/prior.json",
|
| 220 |
+
"pin_rule": "floor",
|
| 221 |
+
"embd_cap": "heur",
|
| 222 |
+
"generator": "auto_quant_v2.layout",
|
| 223 |
+
"generator_key": "3bf8b43e20a68f0b",
|
| 224 |
+
"quant_type": "IQ2_XS",
|
| 225 |
+
"quantize_ftype": "IQ2_XS",
|
| 226 |
+
"llama_cpp_version": "b11716",
|
| 227 |
+
"unknown_kinds": {},
|
| 228 |
+
"commit": "1ac1b04da659470c625135a945d427b40b5da68b"
|
| 229 |
+
}
|
layouts/InternScience_MLExpert-IQ2_XS.tensor-types.txt
ADDED
|
@@ -0,0 +1,432 @@
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|
|
|
| 1 |
+
^blk\.0\.ssm_alpha\.weight$=f32
|
| 2 |
+
^blk\.0\.ssm_beta\.weight$=f32
|
| 3 |
+
^blk\.1\.ssm_alpha\.weight$=f32
|
| 4 |
+
^blk\.1\.ssm_beta\.weight$=f32
|
| 5 |
+
^blk\.2\.ssm_alpha\.weight$=f32
|
| 6 |
+
^blk\.2\.ssm_beta\.weight$=f32
|
| 7 |
+
^blk\.4\.ssm_alpha\.weight$=f32
|
| 8 |
+
^blk\.4\.ssm_beta\.weight$=f32
|
| 9 |
+
^blk\.5\.ssm_alpha\.weight$=f32
|
| 10 |
+
^blk\.5\.ssm_beta\.weight$=f32
|
| 11 |
+
^blk\.6\.ssm_alpha\.weight$=f32
|
| 12 |
+
^blk\.6\.ssm_beta\.weight$=f32
|
| 13 |
+
^blk\.8\.ssm_alpha\.weight$=f32
|
| 14 |
+
^blk\.8\.ssm_beta\.weight$=f32
|
| 15 |
+
^blk\.9\.ssm_alpha\.weight$=f32
|
| 16 |
+
^blk\.9\.ssm_beta\.weight$=f32
|
| 17 |
+
^blk\.10\.ssm_alpha\.weight$=f32
|
| 18 |
+
^blk\.10\.ssm_beta\.weight$=f32
|
| 19 |
+
^blk\.12\.ssm_alpha\.weight$=f32
|
| 20 |
+
^blk\.12\.ssm_beta\.weight$=f32
|
| 21 |
+
^blk\.13\.ssm_alpha\.weight$=f32
|
| 22 |
+
^blk\.13\.ssm_beta\.weight$=f32
|
| 23 |
+
^blk\.14\.ssm_alpha\.weight$=f32
|
| 24 |
+
^blk\.14\.ssm_beta\.weight$=f32
|
| 25 |
+
^blk\.16\.ssm_alpha\.weight$=f32
|
| 26 |
+
^blk\.16\.ssm_beta\.weight$=f32
|
| 27 |
+
^blk\.17\.ssm_alpha\.weight$=f32
|
| 28 |
+
^blk\.17\.ssm_beta\.weight$=f32
|
| 29 |
+
^blk\.18\.ssm_alpha\.weight$=f32
|
| 30 |
+
^blk\.18\.ssm_beta\.weight$=f32
|
| 31 |
+
^blk\.20\.ssm_alpha\.weight$=f32
|
| 32 |
+
^blk\.20\.ssm_beta\.weight$=f32
|
| 33 |
+
^blk\.21\.ssm_alpha\.weight$=f32
|
| 34 |
+
^blk\.21\.ssm_beta\.weight$=f32
|
| 35 |
+
^blk\.22\.ssm_alpha\.weight$=f32
|
| 36 |
+
^blk\.22\.ssm_beta\.weight$=f32
|
| 37 |
+
^blk\.24\.ssm_alpha\.weight$=f32
|
| 38 |
+
^blk\.24\.ssm_beta\.weight$=f32
|
| 39 |
+
^blk\.25\.ssm_alpha\.weight$=f32
|
| 40 |
+
^blk\.25\.ssm_beta\.weight$=f32
|
| 41 |
+
^blk\.26\.ssm_alpha\.weight$=f32
|
| 42 |
+
^blk\.26\.ssm_beta\.weight$=f32
|
| 43 |
+
^blk\.28\.ssm_alpha\.weight$=f32
|
| 44 |
+
^blk\.28\.ssm_beta\.weight$=f32
|
| 45 |
+
^blk\.29\.ssm_alpha\.weight$=f32
|
| 46 |
+
^blk\.29\.ssm_beta\.weight$=f32
|
| 47 |
+
^blk\.30\.ssm_alpha\.weight$=f32
|
| 48 |
+
^blk\.30\.ssm_beta\.weight$=f32
|
| 49 |
+
^blk\.32\.ssm_alpha\.weight$=f32
|
| 50 |
+
^blk\.32\.ssm_beta\.weight$=f32
|
| 51 |
+
^blk\.33\.ssm_alpha\.weight$=f32
|
| 52 |
+
^blk\.33\.ssm_beta\.weight$=f32
|
| 53 |
+
^blk\.34\.ssm_alpha\.weight$=f32
|
| 54 |
+
^blk\.34\.ssm_beta\.weight$=f32
|
| 55 |
+
^blk\.36\.ssm_alpha\.weight$=f32
|
| 56 |
+
^blk\.36\.ssm_beta\.weight$=f32
|
| 57 |
+
^blk\.37\.ssm_alpha\.weight$=f32
|
| 58 |
+
^blk\.37\.ssm_beta\.weight$=f32
|
| 59 |
+
^blk\.38\.ssm_alpha\.weight$=f32
|
| 60 |
+
^blk\.38\.ssm_beta\.weight$=f32
|
| 61 |
+
^output\.weight$=q5_k
|
| 62 |
+
^token_embd\.weight$=q8_0
|
| 63 |
+
^blk\.0\.attn_gate\.weight$=q6_k
|
| 64 |
+
^blk\.0\.attn_qkv\.weight$=q5_k
|
| 65 |
+
^blk\.0\.ffn_down_exps\.weight$=iq2_xs
|
| 66 |
+
^blk\.0\.ffn_down_shexp\.weight$=q8_0
|
| 67 |
+
^blk\.0\.ffn_gate_exps\.weight$=iq2_xs
|
| 68 |
+
^blk\.0\.ffn_gate_shexp\.weight$=q8_0
|
| 69 |
+
^blk\.0\.ffn_up_exps\.weight$=iq2_xs
|
| 70 |
+
^blk\.0\.ffn_up_shexp\.weight$=q8_0
|
| 71 |
+
^blk\.0\.ssm_out\.weight$=q6_k
|
| 72 |
+
^blk\.1\.attn_gate\.weight$=q4_k
|
| 73 |
+
^blk\.1\.attn_qkv\.weight$=q4_k
|
| 74 |
+
^blk\.1\.ffn_down_exps\.weight$=iq2_xs
|
| 75 |
+
^blk\.1\.ffn_down_shexp\.weight$=q8_0
|
| 76 |
+
^blk\.1\.ffn_gate_exps\.weight$=iq2_xs
|
| 77 |
+
^blk\.1\.ffn_gate_shexp\.weight$=q8_0
|
| 78 |
+
^blk\.1\.ffn_up_exps\.weight$=iq2_xs
|
| 79 |
+
^blk\.1\.ffn_up_shexp\.weight$=q8_0
|
| 80 |
+
^blk\.1\.ssm_out\.weight$=q5_k
|
| 81 |
+
^blk\.2\.attn_gate\.weight$=q4_k
|
| 82 |
+
^blk\.2\.attn_qkv\.weight$=q4_k
|
| 83 |
+
^blk\.2\.ffn_down_exps\.weight$=iq2_xs
|
| 84 |
+
^blk\.2\.ffn_down_shexp\.weight$=q8_0
|
| 85 |
+
^blk\.2\.ffn_gate_exps\.weight$=iq2_xs
|
| 86 |
+
^blk\.2\.ffn_gate_shexp\.weight$=q8_0
|
| 87 |
+
^blk\.2\.ffn_up_exps\.weight$=iq2_xs
|
| 88 |
+
^blk\.2\.ffn_up_shexp\.weight$=q8_0
|
| 89 |
+
^blk\.2\.ssm_out\.weight$=q5_k
|
| 90 |
+
^blk\.3\.attn_k\.weight$=q6_k
|
| 91 |
+
^blk\.3\.attn_output\.weight$=q5_k
|
| 92 |
+
^blk\.3\.attn_q\.weight$=iq4_xs
|
| 93 |
+
^blk\.3\.attn_v\.weight$=q8_0
|
| 94 |
+
^blk\.3\.ffn_down_exps\.weight$=iq2_xs
|
| 95 |
+
^blk\.3\.ffn_down_shexp\.weight$=q8_0
|
| 96 |
+
^blk\.3\.ffn_gate_exps\.weight$=iq2_xs
|
| 97 |
+
^blk\.3\.ffn_gate_shexp\.weight$=q8_0
|
| 98 |
+
^blk\.3\.ffn_up_exps\.weight$=iq2_xs
|
| 99 |
+
^blk\.3\.ffn_up_shexp\.weight$=q8_0
|
| 100 |
+
^blk\.4\.attn_gate\.weight$=q4_k
|
| 101 |
+
^blk\.4\.attn_qkv\.weight$=q4_k
|
| 102 |
+
^blk\.4\.ffn_down_exps\.weight$=iq2_xs
|
| 103 |
+
^blk\.4\.ffn_down_shexp\.weight$=q8_0
|
| 104 |
+
^blk\.4\.ffn_gate_exps\.weight$=iq2_xs
|
| 105 |
+
^blk\.4\.ffn_gate_shexp\.weight$=q8_0
|
| 106 |
+
^blk\.4\.ffn_up_exps\.weight$=iq2_xs
|
| 107 |
+
^blk\.4\.ffn_up_shexp\.weight$=q8_0
|
| 108 |
+
^blk\.4\.ssm_out\.weight$=q5_k
|
| 109 |
+
^blk\.5\.attn_gate\.weight$=q4_k
|
| 110 |
+
^blk\.5\.attn_qkv\.weight$=q4_k
|
| 111 |
+
^blk\.5\.ffn_down_exps\.weight$=iq2_xs
|
| 112 |
+
^blk\.5\.ffn_down_shexp\.weight$=q8_0
|
| 113 |
+
^blk\.5\.ffn_gate_exps\.weight$=iq2_xs
|
| 114 |
+
^blk\.5\.ffn_gate_shexp\.weight$=q8_0
|
| 115 |
+
^blk\.5\.ffn_up_exps\.weight$=iq2_xs
|
| 116 |
+
^blk\.5\.ffn_up_shexp\.weight$=q8_0
|
| 117 |
+
^blk\.5\.ssm_out\.weight$=q5_k
|
| 118 |
+
^blk\.6\.attn_gate\.weight$=q4_k
|
| 119 |
+
^blk\.6\.attn_qkv\.weight$=q4_k
|
| 120 |
+
^blk\.6\.ffn_down_exps\.weight$=iq2_xs
|
| 121 |
+
^blk\.6\.ffn_down_shexp\.weight$=q8_0
|
| 122 |
+
^blk\.6\.ffn_gate_exps\.weight$=iq2_xs
|
| 123 |
+
^blk\.6\.ffn_gate_shexp\.weight$=q8_0
|
| 124 |
+
^blk\.6\.ffn_up_exps\.weight$=iq2_xs
|
| 125 |
+
^blk\.6\.ffn_up_shexp\.weight$=q8_0
|
| 126 |
+
^blk\.6\.ssm_out\.weight$=q5_k
|
| 127 |
+
^blk\.7\.attn_k\.weight$=q6_k
|
| 128 |
+
^blk\.7\.attn_output\.weight$=q5_k
|
| 129 |
+
^blk\.7\.attn_q\.weight$=iq4_xs
|
| 130 |
+
^blk\.7\.attn_v\.weight$=q8_0
|
| 131 |
+
^blk\.7\.ffn_down_exps\.weight$=iq2_xs
|
| 132 |
+
^blk\.7\.ffn_down_shexp\.weight$=q8_0
|
| 133 |
+
^blk\.7\.ffn_gate_exps\.weight$=iq2_xs
|
| 134 |
+
^blk\.7\.ffn_gate_shexp\.weight$=q8_0
|
| 135 |
+
^blk\.7\.ffn_up_exps\.weight$=iq2_xs
|
| 136 |
+
^blk\.7\.ffn_up_shexp\.weight$=q8_0
|
| 137 |
+
^blk\.8\.attn_gate\.weight$=q4_k
|
| 138 |
+
^blk\.8\.attn_qkv\.weight$=q4_k
|
| 139 |
+
^blk\.8\.ffn_down_exps\.weight$=iq2_xs
|
| 140 |
+
^blk\.8\.ffn_down_shexp\.weight$=q8_0
|
| 141 |
+
^blk\.8\.ffn_gate_exps\.weight$=iq2_xs
|
| 142 |
+
^blk\.8\.ffn_gate_shexp\.weight$=q8_0
|
| 143 |
+
^blk\.8\.ffn_up_exps\.weight$=iq2_xs
|
| 144 |
+
^blk\.8\.ffn_up_shexp\.weight$=q8_0
|
| 145 |
+
^blk\.8\.ssm_out\.weight$=q5_k
|
| 146 |
+
^blk\.9\.attn_gate\.weight$=q4_k
|
| 147 |
+
^blk\.9\.attn_qkv\.weight$=q4_k
|
| 148 |
+
^blk\.9\.ffn_down_exps\.weight$=iq2_xs
|
| 149 |
+
^blk\.9\.ffn_down_shexp\.weight$=q8_0
|
| 150 |
+
^blk\.9\.ffn_gate_exps\.weight$=iq2_xs
|
| 151 |
+
^blk\.9\.ffn_gate_shexp\.weight$=q8_0
|
| 152 |
+
^blk\.9\.ffn_up_exps\.weight$=iq2_xs
|
| 153 |
+
^blk\.9\.ffn_up_shexp\.weight$=q8_0
|
| 154 |
+
^blk\.9\.ssm_out\.weight$=q5_k
|
| 155 |
+
^blk\.10\.attn_gate\.weight$=iq4_xs
|
| 156 |
+
^blk\.10\.attn_qkv\.weight$=iq4_xs
|
| 157 |
+
^blk\.10\.ffn_down_exps\.weight$=iq2_xs
|
| 158 |
+
^blk\.10\.ffn_down_shexp\.weight$=q8_0
|
| 159 |
+
^blk\.10\.ffn_gate_exps\.weight$=iq2_xs
|
| 160 |
+
^blk\.10\.ffn_gate_shexp\.weight$=q6_k
|
| 161 |
+
^blk\.10\.ffn_up_exps\.weight$=iq2_xs
|
| 162 |
+
^blk\.10\.ffn_up_shexp\.weight$=q8_0
|
| 163 |
+
^blk\.10\.ssm_out\.weight$=q5_k
|
| 164 |
+
^blk\.11\.attn_k\.weight$=q6_k
|
| 165 |
+
^blk\.11\.attn_output\.weight$=q5_k
|
| 166 |
+
^blk\.11\.attn_q\.weight$=iq4_xs
|
| 167 |
+
^blk\.11\.attn_v\.weight$=q8_0
|
| 168 |
+
^blk\.11\.ffn_down_exps\.weight$=iq2_xs
|
| 169 |
+
^blk\.11\.ffn_down_shexp\.weight$=q8_0
|
| 170 |
+
^blk\.11\.ffn_gate_exps\.weight$=iq2_xs
|
| 171 |
+
^blk\.11\.ffn_gate_shexp\.weight$=q6_k
|
| 172 |
+
^blk\.11\.ffn_up_exps\.weight$=iq2_xs
|
| 173 |
+
^blk\.11\.ffn_up_shexp\.weight$=q8_0
|
| 174 |
+
^blk\.12\.attn_gate\.weight$=iq4_xs
|
| 175 |
+
^blk\.12\.attn_qkv\.weight$=iq4_xs
|
| 176 |
+
^blk\.12\.ffn_down_exps\.weight$=iq2_xs
|
| 177 |
+
^blk\.12\.ffn_down_shexp\.weight$=q8_0
|
| 178 |
+
^blk\.12\.ffn_gate_exps\.weight$=iq2_xs
|
| 179 |
+
^blk\.12\.ffn_gate_shexp\.weight$=q6_k
|
| 180 |
+
^blk\.12\.ffn_up_exps\.weight$=iq2_xs
|
| 181 |
+
^blk\.12\.ffn_up_shexp\.weight$=q8_0
|
| 182 |
+
^blk\.12\.ssm_out\.weight$=q5_k
|
| 183 |
+
^blk\.13\.attn_gate\.weight$=iq4_xs
|
| 184 |
+
^blk\.13\.attn_qkv\.weight$=iq4_xs
|
| 185 |
+
^blk\.13\.ffn_down_exps\.weight$=iq2_xs
|
| 186 |
+
^blk\.13\.ffn_down_shexp\.weight$=q8_0
|
| 187 |
+
^blk\.13\.ffn_gate_exps\.weight$=iq2_xs
|
| 188 |
+
^blk\.13\.ffn_gate_shexp\.weight$=q6_k
|
| 189 |
+
^blk\.13\.ffn_up_exps\.weight$=iq2_xs
|
| 190 |
+
^blk\.13\.ffn_up_shexp\.weight$=q8_0
|
| 191 |
+
^blk\.13\.ssm_out\.weight$=q5_k
|
| 192 |
+
^blk\.14\.attn_gate\.weight$=iq4_xs
|
| 193 |
+
^blk\.14\.attn_qkv\.weight$=iq4_xs
|
| 194 |
+
^blk\.14\.ffn_down_exps\.weight$=iq2_xs
|
| 195 |
+
^blk\.14\.ffn_down_shexp\.weight$=q8_0
|
| 196 |
+
^blk\.14\.ffn_gate_exps\.weight$=iq2_xs
|
| 197 |
+
^blk\.14\.ffn_gate_shexp\.weight$=q6_k
|
| 198 |
+
^blk\.14\.ffn_up_exps\.weight$=iq2_xs
|
| 199 |
+
^blk\.14\.ffn_up_shexp\.weight$=q8_0
|
| 200 |
+
^blk\.14\.ssm_out\.weight$=q5_k
|
| 201 |
+
^blk\.15\.attn_k\.weight$=q6_k
|
| 202 |
+
^blk\.15\.attn_output\.weight$=q5_k
|
| 203 |
+
^blk\.15\.attn_q\.weight$=iq4_xs
|
| 204 |
+
^blk\.15\.attn_v\.weight$=q8_0
|
| 205 |
+
^blk\.15\.ffn_down_exps\.weight$=iq2_xs
|
| 206 |
+
^blk\.15\.ffn_down_shexp\.weight$=q8_0
|
| 207 |
+
^blk\.15\.ffn_gate_exps\.weight$=iq2_xs
|
| 208 |
+
^blk\.15\.ffn_gate_shexp\.weight$=q6_k
|
| 209 |
+
^blk\.15\.ffn_up_exps\.weight$=iq2_xs
|
| 210 |
+
^blk\.15\.ffn_up_shexp\.weight$=q8_0
|
| 211 |
+
^blk\.16\.attn_gate\.weight$=iq4_xs
|
| 212 |
+
^blk\.16\.attn_qkv\.weight$=iq4_xs
|
| 213 |
+
^blk\.16\.ffn_down_exps\.weight$=iq2_xs
|
| 214 |
+
^blk\.16\.ffn_down_shexp\.weight$=q8_0
|
| 215 |
+
^blk\.16\.ffn_gate_exps\.weight$=iq2_xs
|
| 216 |
+
^blk\.16\.ffn_gate_shexp\.weight$=q6_k
|
| 217 |
+
^blk\.16\.ffn_up_exps\.weight$=iq2_xs
|
| 218 |
+
^blk\.16\.ffn_up_shexp\.weight$=q8_0
|
| 219 |
+
^blk\.16\.ssm_out\.weight$=q5_k
|
| 220 |
+
^blk\.17\.attn_gate\.weight$=iq4_xs
|
| 221 |
+
^blk\.17\.attn_qkv\.weight$=iq4_xs
|
| 222 |
+
^blk\.17\.ffn_down_exps\.weight$=iq2_xs
|
| 223 |
+
^blk\.17\.ffn_down_shexp\.weight$=q8_0
|
| 224 |
+
^blk\.17\.ffn_gate_exps\.weight$=iq2_xs
|
| 225 |
+
^blk\.17\.ffn_gate_shexp\.weight$=q6_k
|
| 226 |
+
^blk\.17\.ffn_up_exps\.weight$=iq2_xs
|
| 227 |
+
^blk\.17\.ffn_up_shexp\.weight$=q8_0
|
| 228 |
+
^blk\.17\.ssm_out\.weight$=q5_k
|
| 229 |
+
^blk\.18\.attn_gate\.weight$=iq4_xs
|
| 230 |
+
^blk\.18\.attn_qkv\.weight$=iq4_xs
|
| 231 |
+
^blk\.18\.ffn_down_exps\.weight$=iq2_xs
|
| 232 |
+
^blk\.18\.ffn_down_shexp\.weight$=q8_0
|
| 233 |
+
^blk\.18\.ffn_gate_exps\.weight$=iq2_xs
|
| 234 |
+
^blk\.18\.ffn_gate_shexp\.weight$=q6_k
|
| 235 |
+
^blk\.18\.ffn_up_exps\.weight$=iq2_xs
|
| 236 |
+
^blk\.18\.ffn_up_shexp\.weight$=q8_0
|
| 237 |
+
^blk\.18\.ssm_out\.weight$=q5_k
|
| 238 |
+
^blk\.19\.attn_k\.weight$=q6_k
|
| 239 |
+
^blk\.19\.attn_output\.weight$=q5_k
|
| 240 |
+
^blk\.19\.attn_q\.weight$=iq4_xs
|
| 241 |
+
^blk\.19\.attn_v\.weight$=q8_0
|
| 242 |
+
^blk\.19\.ffn_down_exps\.weight$=iq2_xs
|
| 243 |
+
^blk\.19\.ffn_down_shexp\.weight$=q8_0
|
| 244 |
+
^blk\.19\.ffn_gate_exps\.weight$=iq2_xs
|
| 245 |
+
^blk\.19\.ffn_gate_shexp\.weight$=q6_k
|
| 246 |
+
^blk\.19\.ffn_up_exps\.weight$=iq2_xs
|
| 247 |
+
^blk\.19\.ffn_up_shexp\.weight$=q8_0
|
| 248 |
+
^blk\.20\.attn_gate\.weight$=iq4_xs
|
| 249 |
+
^blk\.20\.attn_qkv\.weight$=iq4_xs
|
| 250 |
+
^blk\.20\.ffn_down_exps\.weight$=iq2_xs
|
| 251 |
+
^blk\.20\.ffn_down_shexp\.weight$=q8_0
|
| 252 |
+
^blk\.20\.ffn_gate_exps\.weight$=iq2_xs
|
| 253 |
+
^blk\.20\.ffn_gate_shexp\.weight$=q6_k
|
| 254 |
+
^blk\.20\.ffn_up_exps\.weight$=iq2_xs
|
| 255 |
+
^blk\.20\.ffn_up_shexp\.weight$=q8_0
|
| 256 |
+
^blk\.20\.ssm_out\.weight$=q5_k
|
| 257 |
+
^blk\.21\.attn_gate\.weight$=iq4_xs
|
| 258 |
+
^blk\.21\.attn_qkv\.weight$=iq4_xs
|
| 259 |
+
^blk\.21\.ffn_down_exps\.weight$=iq2_xs
|
| 260 |
+
^blk\.21\.ffn_down_shexp\.weight$=q8_0
|
| 261 |
+
^blk\.21\.ffn_gate_exps\.weight$=iq2_xs
|
| 262 |
+
^blk\.21\.ffn_gate_shexp\.weight$=q6_k
|
| 263 |
+
^blk\.21\.ffn_up_exps\.weight$=iq2_xs
|
| 264 |
+
^blk\.21\.ffn_up_shexp\.weight$=q8_0
|
| 265 |
+
^blk\.21\.ssm_out\.weight$=q5_k
|
| 266 |
+
^blk\.22\.attn_gate\.weight$=iq4_xs
|
| 267 |
+
^blk\.22\.attn_qkv\.weight$=iq4_xs
|
| 268 |
+
^blk\.22\.ffn_down_exps\.weight$=iq2_xs
|
| 269 |
+
^blk\.22\.ffn_down_shexp\.weight$=q8_0
|
| 270 |
+
^blk\.22\.ffn_gate_exps\.weight$=iq2_xs
|
| 271 |
+
^blk\.22\.ffn_gate_shexp\.weight$=q6_k
|
| 272 |
+
^blk\.22\.ffn_up_exps\.weight$=iq2_xs
|
| 273 |
+
^blk\.22\.ffn_up_shexp\.weight$=q8_0
|
| 274 |
+
^blk\.22\.ssm_out\.weight$=q5_k
|
| 275 |
+
^blk\.23\.attn_k\.weight$=q6_k
|
| 276 |
+
^blk\.23\.attn_output\.weight$=q5_k
|
| 277 |
+
^blk\.23\.attn_q\.weight$=iq4_xs
|
| 278 |
+
^blk\.23\.attn_v\.weight$=q8_0
|
| 279 |
+
^blk\.23\.ffn_down_exps\.weight$=iq2_xs
|
| 280 |
+
^blk\.23\.ffn_down_shexp\.weight$=q8_0
|
| 281 |
+
^blk\.23\.ffn_gate_exps\.weight$=iq2_xs
|
| 282 |
+
^blk\.23\.ffn_gate_shexp\.weight$=q6_k
|
| 283 |
+
^blk\.23\.ffn_up_exps\.weight$=iq2_xs
|
| 284 |
+
^blk\.23\.ffn_up_shexp\.weight$=q8_0
|
| 285 |
+
^blk\.24\.attn_gate\.weight$=iq4_xs
|
| 286 |
+
^blk\.24\.attn_qkv\.weight$=iq4_xs
|
| 287 |
+
^blk\.24\.ffn_down_exps\.weight$=iq2_xs
|
| 288 |
+
^blk\.24\.ffn_down_shexp\.weight$=q8_0
|
| 289 |
+
^blk\.24\.ffn_gate_exps\.weight$=iq2_xs
|
| 290 |
+
^blk\.24\.ffn_gate_shexp\.weight$=q6_k
|
| 291 |
+
^blk\.24\.ffn_up_exps\.weight$=iq2_xs
|
| 292 |
+
^blk\.24\.ffn_up_shexp\.weight$=q8_0
|
| 293 |
+
^blk\.24\.ssm_out\.weight$=q5_k
|
| 294 |
+
^blk\.25\.attn_gate\.weight$=iq4_xs
|
| 295 |
+
^blk\.25\.attn_qkv\.weight$=iq4_xs
|
| 296 |
+
^blk\.25\.ffn_down_exps\.weight$=iq2_xs
|
| 297 |
+
^blk\.25\.ffn_down_shexp\.weight$=q8_0
|
| 298 |
+
^blk\.25\.ffn_gate_exps\.weight$=iq2_xs
|
| 299 |
+
^blk\.25\.ffn_gate_shexp\.weight$=q6_k
|
| 300 |
+
^blk\.25\.ffn_up_exps\.weight$=iq2_xs
|
| 301 |
+
^blk\.25\.ffn_up_shexp\.weight$=q8_0
|
| 302 |
+
^blk\.25\.ssm_out\.weight$=q5_k
|
| 303 |
+
^blk\.26\.attn_gate\.weight$=iq4_xs
|
| 304 |
+
^blk\.26\.attn_qkv\.weight$=iq4_xs
|
| 305 |
+
^blk\.26\.ffn_down_exps\.weight$=iq2_xs
|
| 306 |
+
^blk\.26\.ffn_down_shexp\.weight$=q8_0
|
| 307 |
+
^blk\.26\.ffn_gate_exps\.weight$=iq2_xs
|
| 308 |
+
^blk\.26\.ffn_gate_shexp\.weight$=q6_k
|
| 309 |
+
^blk\.26\.ffn_up_exps\.weight$=iq2_xs
|
| 310 |
+
^blk\.26\.ffn_up_shexp\.weight$=q8_0
|
| 311 |
+
^blk\.26\.ssm_out\.weight$=q5_k
|
| 312 |
+
^blk\.27\.attn_k\.weight$=q6_k
|
| 313 |
+
^blk\.27\.attn_output\.weight$=q5_k
|
| 314 |
+
^blk\.27\.attn_q\.weight$=iq4_xs
|
| 315 |
+
^blk\.27\.attn_v\.weight$=q8_0
|
| 316 |
+
^blk\.27\.ffn_down_exps\.weight$=iq2_xs
|
| 317 |
+
^blk\.27\.ffn_down_shexp\.weight$=q8_0
|
| 318 |
+
^blk\.27\.ffn_gate_exps\.weight$=iq2_xs
|
| 319 |
+
^blk\.27\.ffn_gate_shexp\.weight$=q6_k
|
| 320 |
+
^blk\.27\.ffn_up_exps\.weight$=iq2_xs
|
| 321 |
+
^blk\.27\.ffn_up_shexp\.weight$=q8_0
|
| 322 |
+
^blk\.28\.attn_gate\.weight$=iq4_xs
|
| 323 |
+
^blk\.28\.attn_qkv\.weight$=iq4_xs
|
| 324 |
+
^blk\.28\.ffn_down_exps\.weight$=iq2_xs
|
| 325 |
+
^blk\.28\.ffn_down_shexp\.weight$=q8_0
|
| 326 |
+
^blk\.28\.ffn_gate_exps\.weight$=iq2_xs
|
| 327 |
+
^blk\.28\.ffn_gate_shexp\.weight$=q6_k
|
| 328 |
+
^blk\.28\.ffn_up_exps\.weight$=iq2_xs
|
| 329 |
+
^blk\.28\.ffn_up_shexp\.weight$=q8_0
|
| 330 |
+
^blk\.28\.ssm_out\.weight$=q5_k
|
| 331 |
+
^blk\.29\.attn_gate\.weight$=iq4_xs
|
| 332 |
+
^blk\.29\.attn_qkv\.weight$=iq4_xs
|
| 333 |
+
^blk\.29\.ffn_down_exps\.weight$=iq2_xs
|
| 334 |
+
^blk\.29\.ffn_down_shexp\.weight$=q8_0
|
| 335 |
+
^blk\.29\.ffn_gate_exps\.weight$=iq2_xs
|
| 336 |
+
^blk\.29\.ffn_gate_shexp\.weight$=q6_k
|
| 337 |
+
^blk\.29\.ffn_up_exps\.weight$=iq2_xs
|
| 338 |
+
^blk\.29\.ffn_up_shexp\.weight$=q8_0
|
| 339 |
+
^blk\.29\.ssm_out\.weight$=q5_k
|
| 340 |
+
^blk\.30\.attn_gate\.weight$=q4_k
|
| 341 |
+
^blk\.30\.attn_qkv\.weight$=iq4_xs
|
| 342 |
+
^blk\.30\.ffn_down_exps\.weight$=iq2_xs
|
| 343 |
+
^blk\.30\.ffn_down_shexp\.weight$=q8_0
|
| 344 |
+
^blk\.30\.ffn_gate_exps\.weight$=iq2_xs
|
| 345 |
+
^blk\.30\.ffn_gate_shexp\.weight$=q8_0
|
| 346 |
+
^blk\.30\.ffn_up_exps\.weight$=iq2_xs
|
| 347 |
+
^blk\.30\.ffn_up_shexp\.weight$=q8_0
|
| 348 |
+
^blk\.30\.ssm_out\.weight$=q5_k
|
| 349 |
+
^blk\.31\.attn_k\.weight$=q6_k
|
| 350 |
+
^blk\.31\.attn_output\.weight$=q5_k
|
| 351 |
+
^blk\.31\.attn_q\.weight$=q4_k
|
| 352 |
+
^blk\.31\.attn_v\.weight$=q8_0
|
| 353 |
+
^blk\.31\.ffn_down_exps\.weight$=iq2_xs
|
| 354 |
+
^blk\.31\.ffn_down_shexp\.weight$=q8_0
|
| 355 |
+
^blk\.31\.ffn_gate_exps\.weight$=iq2_xs
|
| 356 |
+
^blk\.31\.ffn_gate_shexp\.weight$=q8_0
|
| 357 |
+
^blk\.31\.ffn_up_exps\.weight$=iq2_xs
|
| 358 |
+
^blk\.31\.ffn_up_shexp\.weight$=q8_0
|
| 359 |
+
^blk\.32\.attn_gate\.weight$=iq4_xs
|
| 360 |
+
^blk\.32\.attn_qkv\.weight$=iq4_xs
|
| 361 |
+
^blk\.32\.ffn_down_exps\.weight$=iq2_xs
|
| 362 |
+
^blk\.32\.ffn_down_shexp\.weight$=q8_0
|
| 363 |
+
^blk\.32\.ffn_gate_exps\.weight$=iq2_xs
|
| 364 |
+
^blk\.32\.ffn_gate_shexp\.weight$=q8_0
|
| 365 |
+
^blk\.32\.ffn_up_exps\.weight$=iq2_xs
|
| 366 |
+
^blk\.32\.ffn_up_shexp\.weight$=q8_0
|
| 367 |
+
^blk\.32\.ssm_out\.weight$=q5_k
|
| 368 |
+
^blk\.33\.attn_gate\.weight$=iq4_xs
|
| 369 |
+
^blk\.33\.attn_qkv\.weight$=iq4_xs
|
| 370 |
+
^blk\.33\.ffn_down_exps\.weight$=iq2_xs
|
| 371 |
+
^blk\.33\.ffn_down_shexp\.weight$=q8_0
|
| 372 |
+
^blk\.33\.ffn_gate_exps\.weight$=iq2_xs
|
| 373 |
+
^blk\.33\.ffn_gate_shexp\.weight$=q8_0
|
| 374 |
+
^blk\.33\.ffn_up_exps\.weight$=iq2_xs
|
| 375 |
+
^blk\.33\.ffn_up_shexp\.weight$=q8_0
|
| 376 |
+
^blk\.33\.ssm_out\.weight$=q5_k
|
| 377 |
+
^blk\.34\.attn_gate\.weight$=iq4_xs
|
| 378 |
+
^blk\.34\.attn_qkv\.weight$=iq4_xs
|
| 379 |
+
^blk\.34\.ffn_down_exps\.weight$=iq2_xs
|
| 380 |
+
^blk\.34\.ffn_down_shexp\.weight$=q8_0
|
| 381 |
+
^blk\.34\.ffn_gate_exps\.weight$=iq2_xs
|
| 382 |
+
^blk\.34\.ffn_gate_shexp\.weight$=q8_0
|
| 383 |
+
^blk\.34\.ffn_up_exps\.weight$=iq2_xs
|
| 384 |
+
^blk\.34\.ffn_up_shexp\.weight$=q8_0
|
| 385 |
+
^blk\.34\.ssm_out\.weight$=q5_k
|
| 386 |
+
^blk\.35\.attn_k\.weight$=q6_k
|
| 387 |
+
^blk\.35\.attn_output\.weight$=q5_k
|
| 388 |
+
^blk\.35\.attn_q\.weight$=iq4_xs
|
| 389 |
+
^blk\.35\.attn_v\.weight$=q8_0
|
| 390 |
+
^blk\.35\.ffn_down_exps\.weight$=iq2_xs
|
| 391 |
+
^blk\.35\.ffn_down_shexp\.weight$=q8_0
|
| 392 |
+
^blk\.35\.ffn_gate_exps\.weight$=iq2_xs
|
| 393 |
+
^blk\.35\.ffn_gate_shexp\.weight$=q8_0
|
| 394 |
+
^blk\.35\.ffn_up_exps\.weight$=iq2_xs
|
| 395 |
+
^blk\.35\.ffn_up_shexp\.weight$=q8_0
|
| 396 |
+
^blk\.36\.attn_gate\.weight$=iq4_xs
|
| 397 |
+
^blk\.36\.attn_qkv\.weight$=iq4_xs
|
| 398 |
+
^blk\.36\.ffn_down_exps\.weight$=iq2_xs
|
| 399 |
+
^blk\.36\.ffn_down_shexp\.weight$=q8_0
|
| 400 |
+
^blk\.36\.ffn_gate_exps\.weight$=iq2_xs
|
| 401 |
+
^blk\.36\.ffn_gate_shexp\.weight$=q8_0
|
| 402 |
+
^blk\.36\.ffn_up_exps\.weight$=iq2_xs
|
| 403 |
+
^blk\.36\.ffn_up_shexp\.weight$=q8_0
|
| 404 |
+
^blk\.36\.ssm_out\.weight$=q5_k
|
| 405 |
+
^blk\.37\.attn_gate\.weight$=iq4_xs
|
| 406 |
+
^blk\.37\.attn_qkv\.weight$=iq4_xs
|
| 407 |
+
^blk\.37\.ffn_down_exps\.weight$=iq2_xs
|
| 408 |
+
^blk\.37\.ffn_down_shexp\.weight$=q8_0
|
| 409 |
+
^blk\.37\.ffn_gate_exps\.weight$=iq2_xs
|
| 410 |
+
^blk\.37\.ffn_gate_shexp\.weight$=q8_0
|
| 411 |
+
^blk\.37\.ffn_up_exps\.weight$=iq2_xs
|
| 412 |
+
^blk\.37\.ffn_up_shexp\.weight$=q8_0
|
| 413 |
+
^blk\.37\.ssm_out\.weight$=q5_k
|
| 414 |
+
^blk\.38\.attn_gate\.weight$=iq4_xs
|
| 415 |
+
^blk\.38\.attn_qkv\.weight$=iq4_xs
|
| 416 |
+
^blk\.38\.ffn_down_exps\.weight$=iq2_xs
|
| 417 |
+
^blk\.38\.ffn_down_shexp\.weight$=q8_0
|
| 418 |
+
^blk\.38\.ffn_gate_exps\.weight$=iq2_xs
|
| 419 |
+
^blk\.38\.ffn_gate_shexp\.weight$=q8_0
|
| 420 |
+
^blk\.38\.ffn_up_exps\.weight$=iq2_xs
|
| 421 |
+
^blk\.38\.ffn_up_shexp\.weight$=q8_0
|
| 422 |
+
^blk\.38\.ssm_out\.weight$=q5_k
|
| 423 |
+
^blk\.39\.attn_k\.weight$=q6_k
|
| 424 |
+
^blk\.39\.attn_output\.weight$=q6_k
|
| 425 |
+
^blk\.39\.attn_q\.weight$=q4_k
|
| 426 |
+
^blk\.39\.attn_v\.weight$=q8_0
|
| 427 |
+
^blk\.39\.ffn_down_exps\.weight$=iq4_xs
|
| 428 |
+
^blk\.39\.ffn_down_shexp\.weight$=q8_0
|
| 429 |
+
^blk\.39\.ffn_gate_exps\.weight$=iq2_xs
|
| 430 |
+
^blk\.39\.ffn_gate_shexp\.weight$=q8_0
|
| 431 |
+
^blk\.39\.ffn_up_exps\.weight$=iq2_xs
|
| 432 |
+
^blk\.39\.ffn_up_shexp\.weight$=q8_0
|
layouts/InternScience_MLExpert-IQ2_XXS.layout.json
ADDED
|
@@ -0,0 +1,236 @@
|
|
|
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|
|
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|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
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|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"model": "/media/m2teamgroup/models/MLExpert-GGUF/InternScience_MLExpert-bf16.gguf",
|
| 3 |
+
"imatrix": "/media/m2teamgroup/models/MLExpert-GGUF/InternScience_MLExpert-imatrix.gguf",
|
| 4 |
+
"ftype": "IQ2_XXS",
|
| 5 |
+
"base_type": "iq2_xxs",
|
| 6 |
+
"family": "iq",
|
| 7 |
+
"recipe": "ident+crush",
|
| 8 |
+
"variant": "shr0.70+crush",
|
| 9 |
+
"auto_crush": true,
|
| 10 |
+
"rung_mode": "share",
|
| 11 |
+
"tier": "M",
|
| 12 |
+
"rung_share": 0.7,
|
| 13 |
+
"crush_pass_bytes": 10776535040,
|
| 14 |
+
"embd_shares": {
|
| 15 |
+
"output.weight": {
|
| 16 |
+
"share": 0.0358,
|
| 17 |
+
"type": "q5_k"
|
| 18 |
+
},
|
| 19 |
+
"token_embd.weight": {
|
| 20 |
+
"share": 0.0171,
|
| 21 |
+
"type": "q8_0"
|
| 22 |
+
}
|
| 23 |
+
},
|
| 24 |
+
"arch": "moe",
|
| 25 |
+
"tied": false,
|
| 26 |
+
"n_layer": 40,
|
| 27 |
+
"body_rule": true,
|
| 28 |
+
"pins": {
|
| 29 |
+
"^blk\\.0\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 30 |
+
"^blk\\.0\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 31 |
+
"^blk\\.1\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 32 |
+
"^blk\\.1\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 33 |
+
"^blk\\.2\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 34 |
+
"^blk\\.2\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 35 |
+
"^blk\\.4\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 36 |
+
"^blk\\.4\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 37 |
+
"^blk\\.5\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 38 |
+
"^blk\\.5\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 39 |
+
"^blk\\.6\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 40 |
+
"^blk\\.6\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 41 |
+
"^blk\\.8\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 42 |
+
"^blk\\.8\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 43 |
+
"^blk\\.9\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 44 |
+
"^blk\\.9\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 45 |
+
"^blk\\.10\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 46 |
+
"^blk\\.10\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 47 |
+
"^blk\\.12\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 48 |
+
"^blk\\.12\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 49 |
+
"^blk\\.13\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 50 |
+
"^blk\\.13\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 51 |
+
"^blk\\.14\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 52 |
+
"^blk\\.14\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 53 |
+
"^blk\\.16\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 54 |
+
"^blk\\.16\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 55 |
+
"^blk\\.17\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 56 |
+
"^blk\\.17\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 57 |
+
"^blk\\.18\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 58 |
+
"^blk\\.18\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 59 |
+
"^blk\\.20\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 60 |
+
"^blk\\.20\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 61 |
+
"^blk\\.21\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 62 |
+
"^blk\\.21\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 63 |
+
"^blk\\.22\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 64 |
+
"^blk\\.22\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 65 |
+
"^blk\\.24\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 66 |
+
"^blk\\.24\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 67 |
+
"^blk\\.25\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 68 |
+
"^blk\\.25\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 69 |
+
"^blk\\.26\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 70 |
+
"^blk\\.26\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 71 |
+
"^blk\\.28\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 72 |
+
"^blk\\.28\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 73 |
+
"^blk\\.29\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 74 |
+
"^blk\\.29\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 75 |
+
"^blk\\.30\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 76 |
+
"^blk\\.30\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 77 |
+
"^blk\\.32\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 78 |
+
"^blk\\.32\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 79 |
+
"^blk\\.33\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 80 |
+
"^blk\\.33\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 81 |
+
"^blk\\.34\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 82 |
+
"^blk\\.34\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 83 |
+
"^blk\\.36\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 84 |
+
"^blk\\.36\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 85 |
+
"^blk\\.37\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 86 |
+
"^blk\\.37\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 87 |
+
"^blk\\.38\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 88 |
+
"^blk\\.38\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32"
|
| 89 |
+
},
|
| 90 |
+
"shape_pins": {},
|
| 91 |
+
"fixed_pins": {
|
| 92 |
+
"blk.0.ssm_alpha.weight": "f32",
|
| 93 |
+
"blk.0.ssm_beta.weight": "f32",
|
| 94 |
+
"blk.1.ssm_alpha.weight": "f32",
|
| 95 |
+
"blk.1.ssm_beta.weight": "f32",
|
| 96 |
+
"blk.2.ssm_alpha.weight": "f32",
|
| 97 |
+
"blk.2.ssm_beta.weight": "f32",
|
| 98 |
+
"blk.4.ssm_alpha.weight": "f32",
|
| 99 |
+
"blk.4.ssm_beta.weight": "f32",
|
| 100 |
+
"blk.5.ssm_alpha.weight": "f32",
|
| 101 |
+
"blk.5.ssm_beta.weight": "f32",
|
| 102 |
+
"blk.6.ssm_alpha.weight": "f32",
|
| 103 |
+
"blk.6.ssm_beta.weight": "f32",
|
| 104 |
+
"blk.8.ssm_alpha.weight": "f32",
|
| 105 |
+
"blk.8.ssm_beta.weight": "f32",
|
| 106 |
+
"blk.9.ssm_alpha.weight": "f32",
|
| 107 |
+
"blk.9.ssm_beta.weight": "f32",
|
| 108 |
+
"blk.10.ssm_alpha.weight": "f32",
|
| 109 |
+
"blk.10.ssm_beta.weight": "f32",
|
| 110 |
+
"blk.12.ssm_alpha.weight": "f32",
|
| 111 |
+
"blk.12.ssm_beta.weight": "f32",
|
| 112 |
+
"blk.13.ssm_alpha.weight": "f32",
|
| 113 |
+
"blk.13.ssm_beta.weight": "f32",
|
| 114 |
+
"blk.14.ssm_alpha.weight": "f32",
|
| 115 |
+
"blk.14.ssm_beta.weight": "f32",
|
| 116 |
+
"blk.16.ssm_alpha.weight": "f32",
|
| 117 |
+
"blk.16.ssm_beta.weight": "f32",
|
| 118 |
+
"blk.17.ssm_alpha.weight": "f32",
|
| 119 |
+
"blk.17.ssm_beta.weight": "f32",
|
| 120 |
+
"blk.18.ssm_alpha.weight": "f32",
|
| 121 |
+
"blk.18.ssm_beta.weight": "f32",
|
| 122 |
+
"blk.20.ssm_alpha.weight": "f32",
|
| 123 |
+
"blk.20.ssm_beta.weight": "f32",
|
| 124 |
+
"blk.21.ssm_alpha.weight": "f32",
|
| 125 |
+
"blk.21.ssm_beta.weight": "f32",
|
| 126 |
+
"blk.22.ssm_alpha.weight": "f32",
|
| 127 |
+
"blk.22.ssm_beta.weight": "f32",
|
| 128 |
+
"blk.24.ssm_alpha.weight": "f32",
|
| 129 |
+
"blk.24.ssm_beta.weight": "f32",
|
| 130 |
+
"blk.25.ssm_alpha.weight": "f32",
|
| 131 |
+
"blk.25.ssm_beta.weight": "f32",
|
| 132 |
+
"blk.26.ssm_alpha.weight": "f32",
|
| 133 |
+
"blk.26.ssm_beta.weight": "f32",
|
| 134 |
+
"blk.28.ssm_alpha.weight": "f32",
|
| 135 |
+
"blk.28.ssm_beta.weight": "f32",
|
| 136 |
+
"blk.29.ssm_alpha.weight": "f32",
|
| 137 |
+
"blk.29.ssm_beta.weight": "f32",
|
| 138 |
+
"blk.30.ssm_alpha.weight": "f32",
|
| 139 |
+
"blk.30.ssm_beta.weight": "f32",
|
| 140 |
+
"blk.32.ssm_alpha.weight": "f32",
|
| 141 |
+
"blk.32.ssm_beta.weight": "f32",
|
| 142 |
+
"blk.33.ssm_alpha.weight": "f32",
|
| 143 |
+
"blk.33.ssm_beta.weight": "f32",
|
| 144 |
+
"blk.34.ssm_alpha.weight": "f32",
|
| 145 |
+
"blk.34.ssm_beta.weight": "f32",
|
| 146 |
+
"blk.36.ssm_alpha.weight": "f32",
|
| 147 |
+
"blk.36.ssm_beta.weight": "f32",
|
| 148 |
+
"blk.37.ssm_alpha.weight": "f32",
|
| 149 |
+
"blk.37.ssm_beta.weight": "f32",
|
| 150 |
+
"blk.38.ssm_alpha.weight": "f32",
|
| 151 |
+
"blk.38.ssm_beta.weight": "f32"
|
| 152 |
+
},
|
| 153 |
+
"embeddings": {
|
| 154 |
+
"output.weight": "q5_k",
|
| 155 |
+
"token_embd.weight": "q8_0"
|
| 156 |
+
},
|
| 157 |
+
"bytes": {
|
| 158 |
+
"heuristic_body+embd": 9662881792,
|
| 159 |
+
"map_body+embd": 10677624832,
|
| 160 |
+
"ratio": 1.105,
|
| 161 |
+
"note": "quantizable, unpinned tensors only; pinned/unquantized tensors are identical in both"
|
| 162 |
+
},
|
| 163 |
+
"body_base_share": 0.7,
|
| 164 |
+
"body_bpw": 2.329,
|
| 165 |
+
"body_bpw_heuristic": 2.177,
|
| 166 |
+
"total_params": 34660610688,
|
| 167 |
+
"file_bytes_pred": 10782206464,
|
| 168 |
+
"file_bpw_pred": 2.489,
|
| 169 |
+
"histogram": {
|
| 170 |
+
"attn_gate": {
|
| 171 |
+
"iq4_xs": 29,
|
| 172 |
+
"q5_k": 1
|
| 173 |
+
},
|
| 174 |
+
"attn_k": {
|
| 175 |
+
"q5_k": 8,
|
| 176 |
+
"q6_k": 2
|
| 177 |
+
},
|
| 178 |
+
"attn_output": {
|
| 179 |
+
"q5_k": 10
|
| 180 |
+
},
|
| 181 |
+
"attn_q": {
|
| 182 |
+
"iq4_xs": 10
|
| 183 |
+
},
|
| 184 |
+
"attn_qkv": {
|
| 185 |
+
"iq4_xs": 29,
|
| 186 |
+
"q5_k": 1
|
| 187 |
+
},
|
| 188 |
+
"attn_v": {
|
| 189 |
+
"q6_k": 10
|
| 190 |
+
},
|
| 191 |
+
"ffn_down_exps": {
|
| 192 |
+
"iq2_xxs": 31,
|
| 193 |
+
"iq3_xxs": 5,
|
| 194 |
+
"iq2_s": 2,
|
| 195 |
+
"iq2_xs": 1,
|
| 196 |
+
"iq3_s": 1
|
| 197 |
+
},
|
| 198 |
+
"ffn_down_shexp": {
|
| 199 |
+
"q6_k": 34,
|
| 200 |
+
"q8_0": 6
|
| 201 |
+
},
|
| 202 |
+
"ffn_gate_exps": {
|
| 203 |
+
"iq2_xxs": 39,
|
| 204 |
+
"iq3_xxs": 1
|
| 205 |
+
},
|
| 206 |
+
"ffn_gate_shexp": {
|
| 207 |
+
"q6_k": 26,
|
| 208 |
+
"q5_k": 13,
|
| 209 |
+
"q8_0": 1
|
| 210 |
+
},
|
| 211 |
+
"ffn_up_exps": {
|
| 212 |
+
"iq2_xxs": 29,
|
| 213 |
+
"iq3_xxs": 10,
|
| 214 |
+
"iq3_s": 1
|
| 215 |
+
},
|
| 216 |
+
"ffn_up_shexp": {
|
| 217 |
+
"q6_k": 29,
|
| 218 |
+
"q8_0": 11
|
| 219 |
+
},
|
| 220 |
+
"ssm_out": {
|
| 221 |
+
"iq4_xs": 22,
|
| 222 |
+
"q4_k": 7,
|
| 223 |
+
"q6_k": 1
|
| 224 |
+
}
|
| 225 |
+
},
|
| 226 |
+
"prior": "layout/prior.json",
|
| 227 |
+
"pin_rule": "floor",
|
| 228 |
+
"embd_cap": "heur",
|
| 229 |
+
"generator": "auto_quant_v2.layout",
|
| 230 |
+
"generator_key": "3bf8b43e20a68f0b",
|
| 231 |
+
"quant_type": "IQ2_XXS",
|
| 232 |
+
"quantize_ftype": "IQ2_XXS",
|
| 233 |
+
"llama_cpp_version": "b11716",
|
| 234 |
+
"unknown_kinds": {},
|
| 235 |
+
"commit": "1ac1b04da659470c625135a945d427b40b5da68b"
|
| 236 |
+
}
|
layouts/InternScience_MLExpert-IQ2_XXS.tensor-types.txt
ADDED
|
@@ -0,0 +1,432 @@
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
^blk\.0\.ssm_alpha\.weight$=f32
|
| 2 |
+
^blk\.0\.ssm_beta\.weight$=f32
|
| 3 |
+
^blk\.1\.ssm_alpha\.weight$=f32
|
| 4 |
+
^blk\.1\.ssm_beta\.weight$=f32
|
| 5 |
+
^blk\.2\.ssm_alpha\.weight$=f32
|
| 6 |
+
^blk\.2\.ssm_beta\.weight$=f32
|
| 7 |
+
^blk\.4\.ssm_alpha\.weight$=f32
|
| 8 |
+
^blk\.4\.ssm_beta\.weight$=f32
|
| 9 |
+
^blk\.5\.ssm_alpha\.weight$=f32
|
| 10 |
+
^blk\.5\.ssm_beta\.weight$=f32
|
| 11 |
+
^blk\.6\.ssm_alpha\.weight$=f32
|
| 12 |
+
^blk\.6\.ssm_beta\.weight$=f32
|
| 13 |
+
^blk\.8\.ssm_alpha\.weight$=f32
|
| 14 |
+
^blk\.8\.ssm_beta\.weight$=f32
|
| 15 |
+
^blk\.9\.ssm_alpha\.weight$=f32
|
| 16 |
+
^blk\.9\.ssm_beta\.weight$=f32
|
| 17 |
+
^blk\.10\.ssm_alpha\.weight$=f32
|
| 18 |
+
^blk\.10\.ssm_beta\.weight$=f32
|
| 19 |
+
^blk\.12\.ssm_alpha\.weight$=f32
|
| 20 |
+
^blk\.12\.ssm_beta\.weight$=f32
|
| 21 |
+
^blk\.13\.ssm_alpha\.weight$=f32
|
| 22 |
+
^blk\.13\.ssm_beta\.weight$=f32
|
| 23 |
+
^blk\.14\.ssm_alpha\.weight$=f32
|
| 24 |
+
^blk\.14\.ssm_beta\.weight$=f32
|
| 25 |
+
^blk\.16\.ssm_alpha\.weight$=f32
|
| 26 |
+
^blk\.16\.ssm_beta\.weight$=f32
|
| 27 |
+
^blk\.17\.ssm_alpha\.weight$=f32
|
| 28 |
+
^blk\.17\.ssm_beta\.weight$=f32
|
| 29 |
+
^blk\.18\.ssm_alpha\.weight$=f32
|
| 30 |
+
^blk\.18\.ssm_beta\.weight$=f32
|
| 31 |
+
^blk\.20\.ssm_alpha\.weight$=f32
|
| 32 |
+
^blk\.20\.ssm_beta\.weight$=f32
|
| 33 |
+
^blk\.21\.ssm_alpha\.weight$=f32
|
| 34 |
+
^blk\.21\.ssm_beta\.weight$=f32
|
| 35 |
+
^blk\.22\.ssm_alpha\.weight$=f32
|
| 36 |
+
^blk\.22\.ssm_beta\.weight$=f32
|
| 37 |
+
^blk\.24\.ssm_alpha\.weight$=f32
|
| 38 |
+
^blk\.24\.ssm_beta\.weight$=f32
|
| 39 |
+
^blk\.25\.ssm_alpha\.weight$=f32
|
| 40 |
+
^blk\.25\.ssm_beta\.weight$=f32
|
| 41 |
+
^blk\.26\.ssm_alpha\.weight$=f32
|
| 42 |
+
^blk\.26\.ssm_beta\.weight$=f32
|
| 43 |
+
^blk\.28\.ssm_alpha\.weight$=f32
|
| 44 |
+
^blk\.28\.ssm_beta\.weight$=f32
|
| 45 |
+
^blk\.29\.ssm_alpha\.weight$=f32
|
| 46 |
+
^blk\.29\.ssm_beta\.weight$=f32
|
| 47 |
+
^blk\.30\.ssm_alpha\.weight$=f32
|
| 48 |
+
^blk\.30\.ssm_beta\.weight$=f32
|
| 49 |
+
^blk\.32\.ssm_alpha\.weight$=f32
|
| 50 |
+
^blk\.32\.ssm_beta\.weight$=f32
|
| 51 |
+
^blk\.33\.ssm_alpha\.weight$=f32
|
| 52 |
+
^blk\.33\.ssm_beta\.weight$=f32
|
| 53 |
+
^blk\.34\.ssm_alpha\.weight$=f32
|
| 54 |
+
^blk\.34\.ssm_beta\.weight$=f32
|
| 55 |
+
^blk\.36\.ssm_alpha\.weight$=f32
|
| 56 |
+
^blk\.36\.ssm_beta\.weight$=f32
|
| 57 |
+
^blk\.37\.ssm_alpha\.weight$=f32
|
| 58 |
+
^blk\.37\.ssm_beta\.weight$=f32
|
| 59 |
+
^blk\.38\.ssm_alpha\.weight$=f32
|
| 60 |
+
^blk\.38\.ssm_beta\.weight$=f32
|
| 61 |
+
^output\.weight$=q5_k
|
| 62 |
+
^token_embd\.weight$=q8_0
|
| 63 |
+
^blk\.0\.attn_gate\.weight$=q5_k
|
| 64 |
+
^blk\.0\.attn_qkv\.weight$=q5_k
|
| 65 |
+
^blk\.0\.ffn_down_exps\.weight$=iq3_xxs
|
| 66 |
+
^blk\.0\.ffn_down_shexp\.weight$=q8_0
|
| 67 |
+
^blk\.0\.ffn_gate_exps\.weight$=iq2_xxs
|
| 68 |
+
^blk\.0\.ffn_gate_shexp\.weight$=q6_k
|
| 69 |
+
^blk\.0\.ffn_up_exps\.weight$=iq3_xxs
|
| 70 |
+
^blk\.0\.ffn_up_shexp\.weight$=q8_0
|
| 71 |
+
^blk\.0\.ssm_out\.weight$=q6_k
|
| 72 |
+
^blk\.1\.attn_gate\.weight$=iq4_xs
|
| 73 |
+
^blk\.1\.attn_qkv\.weight$=iq4_xs
|
| 74 |
+
^blk\.1\.ffn_down_exps\.weight$=iq2_s
|
| 75 |
+
^blk\.1\.ffn_down_shexp\.weight$=q6_k
|
| 76 |
+
^blk\.1\.ffn_gate_exps\.weight$=iq2_xxs
|
| 77 |
+
^blk\.1\.ffn_gate_shexp\.weight$=q6_k
|
| 78 |
+
^blk\.1\.ffn_up_exps\.weight$=iq3_xxs
|
| 79 |
+
^blk\.1\.ffn_up_shexp\.weight$=q8_0
|
| 80 |
+
^blk\.1\.ssm_out\.weight$=q4_k
|
| 81 |
+
^blk\.2\.attn_gate\.weight$=iq4_xs
|
| 82 |
+
^blk\.2\.attn_qkv\.weight$=iq4_xs
|
| 83 |
+
^blk\.2\.ffn_down_exps\.weight$=iq2_s
|
| 84 |
+
^blk\.2\.ffn_down_shexp\.weight$=q6_k
|
| 85 |
+
^blk\.2\.ffn_gate_exps\.weight$=iq2_xxs
|
| 86 |
+
^blk\.2\.ffn_gate_shexp\.weight$=q6_k
|
| 87 |
+
^blk\.2\.ffn_up_exps\.weight$=iq3_xxs
|
| 88 |
+
^blk\.2\.ffn_up_shexp\.weight$=q8_0
|
| 89 |
+
^blk\.2\.ssm_out\.weight$=q4_k
|
| 90 |
+
^blk\.3\.attn_k\.weight$=q5_k
|
| 91 |
+
^blk\.3\.attn_output\.weight$=q5_k
|
| 92 |
+
^blk\.3\.attn_q\.weight$=iq4_xs
|
| 93 |
+
^blk\.3\.attn_v\.weight$=q6_k
|
| 94 |
+
^blk\.3\.ffn_down_exps\.weight$=iq3_xxs
|
| 95 |
+
^blk\.3\.ffn_down_shexp\.weight$=q8_0
|
| 96 |
+
^blk\.3\.ffn_gate_exps\.weight$=iq2_xxs
|
| 97 |
+
^blk\.3\.ffn_gate_shexp\.weight$=q6_k
|
| 98 |
+
^blk\.3\.ffn_up_exps\.weight$=iq3_xxs
|
| 99 |
+
^blk\.3\.ffn_up_shexp\.weight$=q8_0
|
| 100 |
+
^blk\.4\.attn_gate\.weight$=iq4_xs
|
| 101 |
+
^blk\.4\.attn_qkv\.weight$=iq4_xs
|
| 102 |
+
^blk\.4\.ffn_down_exps\.weight$=iq2_xs
|
| 103 |
+
^blk\.4\.ffn_down_shexp\.weight$=q6_k
|
| 104 |
+
^blk\.4\.ffn_gate_exps\.weight$=iq2_xxs
|
| 105 |
+
^blk\.4\.ffn_gate_shexp\.weight$=q6_k
|
| 106 |
+
^blk\.4\.ffn_up_exps\.weight$=iq3_xxs
|
| 107 |
+
^blk\.4\.ffn_up_shexp\.weight$=q8_0
|
| 108 |
+
^blk\.4\.ssm_out\.weight$=q4_k
|
| 109 |
+
^blk\.5\.attn_gate\.weight$=iq4_xs
|
| 110 |
+
^blk\.5\.attn_qkv\.weight$=iq4_xs
|
| 111 |
+
^blk\.5\.ffn_down_exps\.weight$=iq2_xxs
|
| 112 |
+
^blk\.5\.ffn_down_shexp\.weight$=q6_k
|
| 113 |
+
^blk\.5\.ffn_gate_exps\.weight$=iq2_xxs
|
| 114 |
+
^blk\.5\.ffn_gate_shexp\.weight$=q6_k
|
| 115 |
+
^blk\.5\.ffn_up_exps\.weight$=iq3_xxs
|
| 116 |
+
^blk\.5\.ffn_up_shexp\.weight$=q8_0
|
| 117 |
+
^blk\.5\.ssm_out\.weight$=q4_k
|
| 118 |
+
^blk\.6\.attn_gate\.weight$=iq4_xs
|
| 119 |
+
^blk\.6\.attn_qkv\.weight$=iq4_xs
|
| 120 |
+
^blk\.6\.ffn_down_exps\.weight$=iq2_xxs
|
| 121 |
+
^blk\.6\.ffn_down_shexp\.weight$=q6_k
|
| 122 |
+
^blk\.6\.ffn_gate_exps\.weight$=iq2_xxs
|
| 123 |
+
^blk\.6\.ffn_gate_shexp\.weight$=q6_k
|
| 124 |
+
^blk\.6\.ffn_up_exps\.weight$=iq3_xxs
|
| 125 |
+
^blk\.6\.ffn_up_shexp\.weight$=q8_0
|
| 126 |
+
^blk\.6\.ssm_out\.weight$=q4_k
|
| 127 |
+
^blk\.7\.attn_k\.weight$=q5_k
|
| 128 |
+
^blk\.7\.attn_output\.weight$=q5_k
|
| 129 |
+
^blk\.7\.attn_q\.weight$=iq4_xs
|
| 130 |
+
^blk\.7\.attn_v\.weight$=q6_k
|
| 131 |
+
^blk\.7\.ffn_down_exps\.weight$=iq3_xxs
|
| 132 |
+
^blk\.7\.ffn_down_shexp\.weight$=q8_0
|
| 133 |
+
^blk\.7\.ffn_gate_exps\.weight$=iq2_xxs
|
| 134 |
+
^blk\.7\.ffn_gate_shexp\.weight$=q6_k
|
| 135 |
+
^blk\.7\.ffn_up_exps\.weight$=iq3_xxs
|
| 136 |
+
^blk\.7\.ffn_up_shexp\.weight$=q8_0
|
| 137 |
+
^blk\.8\.attn_gate\.weight$=iq4_xs
|
| 138 |
+
^blk\.8\.attn_qkv\.weight$=iq4_xs
|
| 139 |
+
^blk\.8\.ffn_down_exps\.weight$=iq2_xxs
|
| 140 |
+
^blk\.8\.ffn_down_shexp\.weight$=q6_k
|
| 141 |
+
^blk\.8\.ffn_gate_exps\.weight$=iq2_xxs
|
| 142 |
+
^blk\.8\.ffn_gate_shexp\.weight$=q6_k
|
| 143 |
+
^blk\.8\.ffn_up_exps\.weight$=iq3_xxs
|
| 144 |
+
^blk\.8\.ffn_up_shexp\.weight$=q8_0
|
| 145 |
+
^blk\.8\.ssm_out\.weight$=q4_k
|
| 146 |
+
^blk\.9\.attn_gate\.weight$=iq4_xs
|
| 147 |
+
^blk\.9\.attn_qkv\.weight$=iq4_xs
|
| 148 |
+
^blk\.9\.ffn_down_exps\.weight$=iq2_xxs
|
| 149 |
+
^blk\.9\.ffn_down_shexp\.weight$=q6_k
|
| 150 |
+
^blk\.9\.ffn_gate_exps\.weight$=iq2_xxs
|
| 151 |
+
^blk\.9\.ffn_gate_shexp\.weight$=q6_k
|
| 152 |
+
^blk\.9\.ffn_up_exps\.weight$=iq3_xxs
|
| 153 |
+
^blk\.9\.ffn_up_shexp\.weight$=q8_0
|
| 154 |
+
^blk\.9\.ssm_out\.weight$=q4_k
|
| 155 |
+
^blk\.10\.attn_gate\.weight$=iq4_xs
|
| 156 |
+
^blk\.10\.attn_qkv\.weight$=iq4_xs
|
| 157 |
+
^blk\.10\.ffn_down_exps\.weight$=iq2_xxs
|
| 158 |
+
^blk\.10\.ffn_down_shexp\.weight$=q6_k
|
| 159 |
+
^blk\.10\.ffn_gate_exps\.weight$=iq2_xxs
|
| 160 |
+
^blk\.10\.ffn_gate_shexp\.weight$=q6_k
|
| 161 |
+
^blk\.10\.ffn_up_exps\.weight$=iq2_xxs
|
| 162 |
+
^blk\.10\.ffn_up_shexp\.weight$=q6_k
|
| 163 |
+
^blk\.10\.ssm_out\.weight$=iq4_xs
|
| 164 |
+
^blk\.11\.attn_k\.weight$=q5_k
|
| 165 |
+
^blk\.11\.attn_output\.weight$=q5_k
|
| 166 |
+
^blk\.11\.attn_q\.weight$=iq4_xs
|
| 167 |
+
^blk\.11\.attn_v\.weight$=q6_k
|
| 168 |
+
^blk\.11\.ffn_down_exps\.weight$=iq2_xxs
|
| 169 |
+
^blk\.11\.ffn_down_shexp\.weight$=q6_k
|
| 170 |
+
^blk\.11\.ffn_gate_exps\.weight$=iq2_xxs
|
| 171 |
+
^blk\.11\.ffn_gate_shexp\.weight$=q5_k
|
| 172 |
+
^blk\.11\.ffn_up_exps\.weight$=iq2_xxs
|
| 173 |
+
^blk\.11\.ffn_up_shexp\.weight$=q6_k
|
| 174 |
+
^blk\.12\.attn_gate\.weight$=iq4_xs
|
| 175 |
+
^blk\.12\.attn_qkv\.weight$=iq4_xs
|
| 176 |
+
^blk\.12\.ffn_down_exps\.weight$=iq2_xxs
|
| 177 |
+
^blk\.12\.ffn_down_shexp\.weight$=q6_k
|
| 178 |
+
^blk\.12\.ffn_gate_exps\.weight$=iq2_xxs
|
| 179 |
+
^blk\.12\.ffn_gate_shexp\.weight$=q6_k
|
| 180 |
+
^blk\.12\.ffn_up_exps\.weight$=iq2_xxs
|
| 181 |
+
^blk\.12\.ffn_up_shexp\.weight$=q6_k
|
| 182 |
+
^blk\.12\.ssm_out\.weight$=iq4_xs
|
| 183 |
+
^blk\.13\.attn_gate\.weight$=iq4_xs
|
| 184 |
+
^blk\.13\.attn_qkv\.weight$=iq4_xs
|
| 185 |
+
^blk\.13\.ffn_down_exps\.weight$=iq2_xxs
|
| 186 |
+
^blk\.13\.ffn_down_shexp\.weight$=q6_k
|
| 187 |
+
^blk\.13\.ffn_gate_exps\.weight$=iq2_xxs
|
| 188 |
+
^blk\.13\.ffn_gate_shexp\.weight$=q6_k
|
| 189 |
+
^blk\.13\.ffn_up_exps\.weight$=iq2_xxs
|
| 190 |
+
^blk\.13\.ffn_up_shexp\.weight$=q6_k
|
| 191 |
+
^blk\.13\.ssm_out\.weight$=iq4_xs
|
| 192 |
+
^blk\.14\.attn_gate\.weight$=iq4_xs
|
| 193 |
+
^blk\.14\.attn_qkv\.weight$=iq4_xs
|
| 194 |
+
^blk\.14\.ffn_down_exps\.weight$=iq2_xxs
|
| 195 |
+
^blk\.14\.ffn_down_shexp\.weight$=q6_k
|
| 196 |
+
^blk\.14\.ffn_gate_exps\.weight$=iq2_xxs
|
| 197 |
+
^blk\.14\.ffn_gate_shexp\.weight$=q6_k
|
| 198 |
+
^blk\.14\.ffn_up_exps\.weight$=iq2_xxs
|
| 199 |
+
^blk\.14\.ffn_up_shexp\.weight$=q6_k
|
| 200 |
+
^blk\.14\.ssm_out\.weight$=iq4_xs
|
| 201 |
+
^blk\.15\.attn_k\.weight$=q5_k
|
| 202 |
+
^blk\.15\.attn_output\.weight$=q5_k
|
| 203 |
+
^blk\.15\.attn_q\.weight$=iq4_xs
|
| 204 |
+
^blk\.15\.attn_v\.weight$=q6_k
|
| 205 |
+
^blk\.15\.ffn_down_exps\.weight$=iq2_xxs
|
| 206 |
+
^blk\.15\.ffn_down_shexp\.weight$=q6_k
|
| 207 |
+
^blk\.15\.ffn_gate_exps\.weight$=iq2_xxs
|
| 208 |
+
^blk\.15\.ffn_gate_shexp\.weight$=q5_k
|
| 209 |
+
^blk\.15\.ffn_up_exps\.weight$=iq2_xxs
|
| 210 |
+
^blk\.15\.ffn_up_shexp\.weight$=q6_k
|
| 211 |
+
^blk\.16\.attn_gate\.weight$=iq4_xs
|
| 212 |
+
^blk\.16\.attn_qkv\.weight$=iq4_xs
|
| 213 |
+
^blk\.16\.ffn_down_exps\.weight$=iq2_xxs
|
| 214 |
+
^blk\.16\.ffn_down_shexp\.weight$=q6_k
|
| 215 |
+
^blk\.16\.ffn_gate_exps\.weight$=iq2_xxs
|
| 216 |
+
^blk\.16\.ffn_gate_shexp\.weight$=q6_k
|
| 217 |
+
^blk\.16\.ffn_up_exps\.weight$=iq2_xxs
|
| 218 |
+
^blk\.16\.ffn_up_shexp\.weight$=q6_k
|
| 219 |
+
^blk\.16\.ssm_out\.weight$=iq4_xs
|
| 220 |
+
^blk\.17\.attn_gate\.weight$=iq4_xs
|
| 221 |
+
^blk\.17\.attn_qkv\.weight$=iq4_xs
|
| 222 |
+
^blk\.17\.ffn_down_exps\.weight$=iq2_xxs
|
| 223 |
+
^blk\.17\.ffn_down_shexp\.weight$=q6_k
|
| 224 |
+
^blk\.17\.ffn_gate_exps\.weight$=iq2_xxs
|
| 225 |
+
^blk\.17\.ffn_gate_shexp\.weight$=q6_k
|
| 226 |
+
^blk\.17\.ffn_up_exps\.weight$=iq2_xxs
|
| 227 |
+
^blk\.17\.ffn_up_shexp\.weight$=q6_k
|
| 228 |
+
^blk\.17\.ssm_out\.weight$=iq4_xs
|
| 229 |
+
^blk\.18\.attn_gate\.weight$=iq4_xs
|
| 230 |
+
^blk\.18\.attn_qkv\.weight$=iq4_xs
|
| 231 |
+
^blk\.18\.ffn_down_exps\.weight$=iq2_xxs
|
| 232 |
+
^blk\.18\.ffn_down_shexp\.weight$=q6_k
|
| 233 |
+
^blk\.18\.ffn_gate_exps\.weight$=iq2_xxs
|
| 234 |
+
^blk\.18\.ffn_gate_shexp\.weight$=q6_k
|
| 235 |
+
^blk\.18\.ffn_up_exps\.weight$=iq2_xxs
|
| 236 |
+
^blk\.18\.ffn_up_shexp\.weight$=q6_k
|
| 237 |
+
^blk\.18\.ssm_out\.weight$=iq4_xs
|
| 238 |
+
^blk\.19\.attn_k\.weight$=q5_k
|
| 239 |
+
^blk\.19\.attn_output\.weight$=q5_k
|
| 240 |
+
^blk\.19\.attn_q\.weight$=iq4_xs
|
| 241 |
+
^blk\.19\.attn_v\.weight$=q6_k
|
| 242 |
+
^blk\.19\.ffn_down_exps\.weight$=iq2_xxs
|
| 243 |
+
^blk\.19\.ffn_down_shexp\.weight$=q6_k
|
| 244 |
+
^blk\.19\.ffn_gate_exps\.weight$=iq2_xxs
|
| 245 |
+
^blk\.19\.ffn_gate_shexp\.weight$=q5_k
|
| 246 |
+
^blk\.19\.ffn_up_exps\.weight$=iq2_xxs
|
| 247 |
+
^blk\.19\.ffn_up_shexp\.weight$=q6_k
|
| 248 |
+
^blk\.20\.attn_gate\.weight$=iq4_xs
|
| 249 |
+
^blk\.20\.attn_qkv\.weight$=iq4_xs
|
| 250 |
+
^blk\.20\.ffn_down_exps\.weight$=iq2_xxs
|
| 251 |
+
^blk\.20\.ffn_down_shexp\.weight$=q6_k
|
| 252 |
+
^blk\.20\.ffn_gate_exps\.weight$=iq2_xxs
|
| 253 |
+
^blk\.20\.ffn_gate_shexp\.weight$=q5_k
|
| 254 |
+
^blk\.20\.ffn_up_exps\.weight$=iq2_xxs
|
| 255 |
+
^blk\.20\.ffn_up_shexp\.weight$=q6_k
|
| 256 |
+
^blk\.20\.ssm_out\.weight$=iq4_xs
|
| 257 |
+
^blk\.21\.attn_gate\.weight$=iq4_xs
|
| 258 |
+
^blk\.21\.attn_qkv\.weight$=iq4_xs
|
| 259 |
+
^blk\.21\.ffn_down_exps\.weight$=iq2_xxs
|
| 260 |
+
^blk\.21\.ffn_down_shexp\.weight$=q6_k
|
| 261 |
+
^blk\.21\.ffn_gate_exps\.weight$=iq2_xxs
|
| 262 |
+
^blk\.21\.ffn_gate_shexp\.weight$=q5_k
|
| 263 |
+
^blk\.21\.ffn_up_exps\.weight$=iq2_xxs
|
| 264 |
+
^blk\.21\.ffn_up_shexp\.weight$=q6_k
|
| 265 |
+
^blk\.21\.ssm_out\.weight$=iq4_xs
|
| 266 |
+
^blk\.22\.attn_gate\.weight$=iq4_xs
|
| 267 |
+
^blk\.22\.attn_qkv\.weight$=iq4_xs
|
| 268 |
+
^blk\.22\.ffn_down_exps\.weight$=iq2_xxs
|
| 269 |
+
^blk\.22\.ffn_down_shexp\.weight$=q6_k
|
| 270 |
+
^blk\.22\.ffn_gate_exps\.weight$=iq2_xxs
|
| 271 |
+
^blk\.22\.ffn_gate_shexp\.weight$=q5_k
|
| 272 |
+
^blk\.22\.ffn_up_exps\.weight$=iq2_xxs
|
| 273 |
+
^blk\.22\.ffn_up_shexp\.weight$=q6_k
|
| 274 |
+
^blk\.22\.ssm_out\.weight$=iq4_xs
|
| 275 |
+
^blk\.23\.attn_k\.weight$=q5_k
|
| 276 |
+
^blk\.23\.attn_output\.weight$=q5_k
|
| 277 |
+
^blk\.23\.attn_q\.weight$=iq4_xs
|
| 278 |
+
^blk\.23\.attn_v\.weight$=q6_k
|
| 279 |
+
^blk\.23\.ffn_down_exps\.weight$=iq2_xxs
|
| 280 |
+
^blk\.23\.ffn_down_shexp\.weight$=q6_k
|
| 281 |
+
^blk\.23\.ffn_gate_exps\.weight$=iq2_xxs
|
| 282 |
+
^blk\.23\.ffn_gate_shexp\.weight$=q5_k
|
| 283 |
+
^blk\.23\.ffn_up_exps\.weight$=iq2_xxs
|
| 284 |
+
^blk\.23\.ffn_up_shexp\.weight$=q6_k
|
| 285 |
+
^blk\.24\.attn_gate\.weight$=iq4_xs
|
| 286 |
+
^blk\.24\.attn_qkv\.weight$=iq4_xs
|
| 287 |
+
^blk\.24\.ffn_down_exps\.weight$=iq2_xxs
|
| 288 |
+
^blk\.24\.ffn_down_shexp\.weight$=q6_k
|
| 289 |
+
^blk\.24\.ffn_gate_exps\.weight$=iq2_xxs
|
| 290 |
+
^blk\.24\.ffn_gate_shexp\.weight$=q5_k
|
| 291 |
+
^blk\.24\.ffn_up_exps\.weight$=iq2_xxs
|
| 292 |
+
^blk\.24\.ffn_up_shexp\.weight$=q6_k
|
| 293 |
+
^blk\.24\.ssm_out\.weight$=iq4_xs
|
| 294 |
+
^blk\.25\.attn_gate\.weight$=iq4_xs
|
| 295 |
+
^blk\.25\.attn_qkv\.weight$=iq4_xs
|
| 296 |
+
^blk\.25\.ffn_down_exps\.weight$=iq2_xxs
|
| 297 |
+
^blk\.25\.ffn_down_shexp\.weight$=q6_k
|
| 298 |
+
^blk\.25\.ffn_gate_exps\.weight$=iq2_xxs
|
| 299 |
+
^blk\.25\.ffn_gate_shexp\.weight$=q5_k
|
| 300 |
+
^blk\.25\.ffn_up_exps\.weight$=iq2_xxs
|
| 301 |
+
^blk\.25\.ffn_up_shexp\.weight$=q6_k
|
| 302 |
+
^blk\.25\.ssm_out\.weight$=iq4_xs
|
| 303 |
+
^blk\.26\.attn_gate\.weight$=iq4_xs
|
| 304 |
+
^blk\.26\.attn_qkv\.weight$=iq4_xs
|
| 305 |
+
^blk\.26\.ffn_down_exps\.weight$=iq2_xxs
|
| 306 |
+
^blk\.26\.ffn_down_shexp\.weight$=q6_k
|
| 307 |
+
^blk\.26\.ffn_gate_exps\.weight$=iq2_xxs
|
| 308 |
+
^blk\.26\.ffn_gate_shexp\.weight$=q5_k
|
| 309 |
+
^blk\.26\.ffn_up_exps\.weight$=iq2_xxs
|
| 310 |
+
^blk\.26\.ffn_up_shexp\.weight$=q6_k
|
| 311 |
+
^blk\.26\.ssm_out\.weight$=iq4_xs
|
| 312 |
+
^blk\.27\.attn_k\.weight$=q5_k
|
| 313 |
+
^blk\.27\.attn_output\.weight$=q5_k
|
| 314 |
+
^blk\.27\.attn_q\.weight$=iq4_xs
|
| 315 |
+
^blk\.27\.attn_v\.weight$=q6_k
|
| 316 |
+
^blk\.27\.ffn_down_exps\.weight$=iq2_xxs
|
| 317 |
+
^blk\.27\.ffn_down_shexp\.weight$=q6_k
|
| 318 |
+
^blk\.27\.ffn_gate_exps\.weight$=iq2_xxs
|
| 319 |
+
^blk\.27\.ffn_gate_shexp\.weight$=q5_k
|
| 320 |
+
^blk\.27\.ffn_up_exps\.weight$=iq2_xxs
|
| 321 |
+
^blk\.27\.ffn_up_shexp\.weight$=q6_k
|
| 322 |
+
^blk\.28\.attn_gate\.weight$=iq4_xs
|
| 323 |
+
^blk\.28\.attn_qkv\.weight$=iq4_xs
|
| 324 |
+
^blk\.28\.ffn_down_exps\.weight$=iq2_xxs
|
| 325 |
+
^blk\.28\.ffn_down_shexp\.weight$=q6_k
|
| 326 |
+
^blk\.28\.ffn_gate_exps\.weight$=iq2_xxs
|
| 327 |
+
^blk\.28\.ffn_gate_shexp\.weight$=q5_k
|
| 328 |
+
^blk\.28\.ffn_up_exps\.weight$=iq2_xxs
|
| 329 |
+
^blk\.28\.ffn_up_shexp\.weight$=q6_k
|
| 330 |
+
^blk\.28\.ssm_out\.weight$=iq4_xs
|
| 331 |
+
^blk\.29\.attn_gate\.weight$=iq4_xs
|
| 332 |
+
^blk\.29\.attn_qkv\.weight$=iq4_xs
|
| 333 |
+
^blk\.29\.ffn_down_exps\.weight$=iq2_xxs
|
| 334 |
+
^blk\.29\.ffn_down_shexp\.weight$=q6_k
|
| 335 |
+
^blk\.29\.ffn_gate_exps\.weight$=iq2_xxs
|
| 336 |
+
^blk\.29\.ffn_gate_shexp\.weight$=q5_k
|
| 337 |
+
^blk\.29\.ffn_up_exps\.weight$=iq2_xxs
|
| 338 |
+
^blk\.29\.ffn_up_shexp\.weight$=q6_k
|
| 339 |
+
^blk\.29\.ssm_out\.weight$=iq4_xs
|
| 340 |
+
^blk\.30\.attn_gate\.weight$=iq4_xs
|
| 341 |
+
^blk\.30\.attn_qkv\.weight$=iq4_xs
|
| 342 |
+
^blk\.30\.ffn_down_exps\.weight$=iq2_xxs
|
| 343 |
+
^blk\.30\.ffn_down_shexp\.weight$=q6_k
|
| 344 |
+
^blk\.30\.ffn_gate_exps\.weight$=iq2_xxs
|
| 345 |
+
^blk\.30\.ffn_gate_shexp\.weight$=q6_k
|
| 346 |
+
^blk\.30\.ffn_up_exps\.weight$=iq2_xxs
|
| 347 |
+
^blk\.30\.ffn_up_shexp\.weight$=q6_k
|
| 348 |
+
^blk\.30\.ssm_out\.weight$=iq4_xs
|
| 349 |
+
^blk\.31\.attn_k\.weight$=q6_k
|
| 350 |
+
^blk\.31\.attn_output\.weight$=q5_k
|
| 351 |
+
^blk\.31\.attn_q\.weight$=iq4_xs
|
| 352 |
+
^blk\.31\.attn_v\.weight$=q6_k
|
| 353 |
+
^blk\.31\.ffn_down_exps\.weight$=iq3_xxs
|
| 354 |
+
^blk\.31\.ffn_down_shexp\.weight$=q8_0
|
| 355 |
+
^blk\.31\.ffn_gate_exps\.weight$=iq2_xxs
|
| 356 |
+
^blk\.31\.ffn_gate_shexp\.weight$=q6_k
|
| 357 |
+
^blk\.31\.ffn_up_exps\.weight$=iq2_xxs
|
| 358 |
+
^blk\.31\.ffn_up_shexp\.weight$=q6_k
|
| 359 |
+
^blk\.32\.attn_gate\.weight$=iq4_xs
|
| 360 |
+
^blk\.32\.attn_qkv\.weight$=iq4_xs
|
| 361 |
+
^blk\.32\.ffn_down_exps\.weight$=iq2_xxs
|
| 362 |
+
^blk\.32\.ffn_down_shexp\.weight$=q6_k
|
| 363 |
+
^blk\.32\.ffn_gate_exps\.weight$=iq2_xxs
|
| 364 |
+
^blk\.32\.ffn_gate_shexp\.weight$=q6_k
|
| 365 |
+
^blk\.32\.ffn_up_exps\.weight$=iq2_xxs
|
| 366 |
+
^blk\.32\.ffn_up_shexp\.weight$=q6_k
|
| 367 |
+
^blk\.32\.ssm_out\.weight$=iq4_xs
|
| 368 |
+
^blk\.33\.attn_gate\.weight$=iq4_xs
|
| 369 |
+
^blk\.33\.attn_qkv\.weight$=iq4_xs
|
| 370 |
+
^blk\.33\.ffn_down_exps\.weight$=iq2_xxs
|
| 371 |
+
^blk\.33\.ffn_down_shexp\.weight$=q6_k
|
| 372 |
+
^blk\.33\.ffn_gate_exps\.weight$=iq2_xxs
|
| 373 |
+
^blk\.33\.ffn_gate_shexp\.weight$=q6_k
|
| 374 |
+
^blk\.33\.ffn_up_exps\.weight$=iq2_xxs
|
| 375 |
+
^blk\.33\.ffn_up_shexp\.weight$=q6_k
|
| 376 |
+
^blk\.33\.ssm_out\.weight$=iq4_xs
|
| 377 |
+
^blk\.34\.attn_gate\.weight$=iq4_xs
|
| 378 |
+
^blk\.34\.attn_qkv\.weight$=iq4_xs
|
| 379 |
+
^blk\.34\.ffn_down_exps\.weight$=iq2_xxs
|
| 380 |
+
^blk\.34\.ffn_down_shexp\.weight$=q6_k
|
| 381 |
+
^blk\.34\.ffn_gate_exps\.weight$=iq2_xxs
|
| 382 |
+
^blk\.34\.ffn_gate_shexp\.weight$=q6_k
|
| 383 |
+
^blk\.34\.ffn_up_exps\.weight$=iq2_xxs
|
| 384 |
+
^blk\.34\.ffn_up_shexp\.weight$=q6_k
|
| 385 |
+
^blk\.34\.ssm_out\.weight$=iq4_xs
|
| 386 |
+
^blk\.35\.attn_k\.weight$=q6_k
|
| 387 |
+
^blk\.35\.attn_output\.weight$=q5_k
|
| 388 |
+
^blk\.35\.attn_q\.weight$=iq4_xs
|
| 389 |
+
^blk\.35\.attn_v\.weight$=q6_k
|
| 390 |
+
^blk\.35\.ffn_down_exps\.weight$=iq3_xxs
|
| 391 |
+
^blk\.35\.ffn_down_shexp\.weight$=q8_0
|
| 392 |
+
^blk\.35\.ffn_gate_exps\.weight$=iq2_xxs
|
| 393 |
+
^blk\.35\.ffn_gate_shexp\.weight$=q6_k
|
| 394 |
+
^blk\.35\.ffn_up_exps\.weight$=iq2_xxs
|
| 395 |
+
^blk\.35\.ffn_up_shexp\.weight$=q6_k
|
| 396 |
+
^blk\.36\.attn_gate\.weight$=iq4_xs
|
| 397 |
+
^blk\.36\.attn_qkv\.weight$=iq4_xs
|
| 398 |
+
^blk\.36\.ffn_down_exps\.weight$=iq2_xxs
|
| 399 |
+
^blk\.36\.ffn_down_shexp\.weight$=q6_k
|
| 400 |
+
^blk\.36\.ffn_gate_exps\.weight$=iq2_xxs
|
| 401 |
+
^blk\.36\.ffn_gate_shexp\.weight$=q6_k
|
| 402 |
+
^blk\.36\.ffn_up_exps\.weight$=iq2_xxs
|
| 403 |
+
^blk\.36\.ffn_up_shexp\.weight$=q6_k
|
| 404 |
+
^blk\.36\.ssm_out\.weight$=iq4_xs
|
| 405 |
+
^blk\.37\.attn_gate\.weight$=iq4_xs
|
| 406 |
+
^blk\.37\.attn_qkv\.weight$=iq4_xs
|
| 407 |
+
^blk\.37\.ffn_down_exps\.weight$=iq2_xxs
|
| 408 |
+
^blk\.37\.ffn_down_shexp\.weight$=q6_k
|
| 409 |
+
^blk\.37\.ffn_gate_exps\.weight$=iq2_xxs
|
| 410 |
+
^blk\.37\.ffn_gate_shexp\.weight$=q6_k
|
| 411 |
+
^blk\.37\.ffn_up_exps\.weight$=iq2_xxs
|
| 412 |
+
^blk\.37\.ffn_up_shexp\.weight$=q6_k
|
| 413 |
+
^blk\.37\.ssm_out\.weight$=iq4_xs
|
| 414 |
+
^blk\.38\.attn_gate\.weight$=iq4_xs
|
| 415 |
+
^blk\.38\.attn_qkv\.weight$=iq4_xs
|
| 416 |
+
^blk\.38\.ffn_down_exps\.weight$=iq2_xxs
|
| 417 |
+
^blk\.38\.ffn_down_shexp\.weight$=q6_k
|
| 418 |
+
^blk\.38\.ffn_gate_exps\.weight$=iq2_xxs
|
| 419 |
+
^blk\.38\.ffn_gate_shexp\.weight$=q6_k
|
| 420 |
+
^blk\.38\.ffn_up_exps\.weight$=iq2_xxs
|
| 421 |
+
^blk\.38\.ffn_up_shexp\.weight$=q6_k
|
| 422 |
+
^blk\.38\.ssm_out\.weight$=iq4_xs
|
| 423 |
+
^blk\.39\.attn_k\.weight$=q5_k
|
| 424 |
+
^blk\.39\.attn_output\.weight$=q5_k
|
| 425 |
+
^blk\.39\.attn_q\.weight$=iq4_xs
|
| 426 |
+
^blk\.39\.attn_v\.weight$=q6_k
|
| 427 |
+
^blk\.39\.ffn_down_exps\.weight$=iq3_s
|
| 428 |
+
^blk\.39\.ffn_down_shexp\.weight$=q8_0
|
| 429 |
+
^blk\.39\.ffn_gate_exps\.weight$=iq3_xxs
|
| 430 |
+
^blk\.39\.ffn_gate_shexp\.weight$=q8_0
|
| 431 |
+
^blk\.39\.ffn_up_exps\.weight$=iq3_s
|
| 432 |
+
^blk\.39\.ffn_up_shexp\.weight$=q8_0
|
layouts/InternScience_MLExpert-IQ3_M.layout.json
ADDED
|
@@ -0,0 +1,228 @@
|
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|
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|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
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|
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|
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|
| 1 |
+
{
|
| 2 |
+
"model": "/media/m2teamgroup/models/MLExpert-GGUF/InternScience_MLExpert-bf16.gguf",
|
| 3 |
+
"imatrix": "/media/m2teamgroup/models/MLExpert-GGUF/InternScience_MLExpert-imatrix.gguf",
|
| 4 |
+
"ftype": "IQ3_M",
|
| 5 |
+
"base_type": "iq3_s",
|
| 6 |
+
"family": "iq",
|
| 7 |
+
"recipe": "ident+crush",
|
| 8 |
+
"variant": "shr0.50+crush",
|
| 9 |
+
"auto_crush": true,
|
| 10 |
+
"rung_mode": "share",
|
| 11 |
+
"tier": "L",
|
| 12 |
+
"rung_share": 0.5,
|
| 13 |
+
"crush_pass_bytes": 19073400832,
|
| 14 |
+
"embd_shares": {
|
| 15 |
+
"output.weight": {
|
| 16 |
+
"share": 0.0247,
|
| 17 |
+
"type": "q8_0"
|
| 18 |
+
},
|
| 19 |
+
"token_embd.weight": {
|
| 20 |
+
"share": 0.0129,
|
| 21 |
+
"type": "q8_0"
|
| 22 |
+
}
|
| 23 |
+
},
|
| 24 |
+
"arch": "moe",
|
| 25 |
+
"tied": false,
|
| 26 |
+
"n_layer": 40,
|
| 27 |
+
"body_rule": true,
|
| 28 |
+
"pins": {
|
| 29 |
+
"^blk\\.0\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 30 |
+
"^blk\\.0\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 31 |
+
"^blk\\.1\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 32 |
+
"^blk\\.1\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 33 |
+
"^blk\\.2\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 34 |
+
"^blk\\.2\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 35 |
+
"^blk\\.4\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 36 |
+
"^blk\\.4\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 37 |
+
"^blk\\.5\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 38 |
+
"^blk\\.5\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 39 |
+
"^blk\\.6\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 40 |
+
"^blk\\.6\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 41 |
+
"^blk\\.8\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 42 |
+
"^blk\\.8\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 43 |
+
"^blk\\.9\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 44 |
+
"^blk\\.9\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 45 |
+
"^blk\\.10\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 46 |
+
"^blk\\.10\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 47 |
+
"^blk\\.12\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 48 |
+
"^blk\\.12\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 49 |
+
"^blk\\.13\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 50 |
+
"^blk\\.13\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 51 |
+
"^blk\\.14\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 52 |
+
"^blk\\.14\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 53 |
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"^blk\\.16\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 54 |
+
"^blk\\.16\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 55 |
+
"^blk\\.17\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 56 |
+
"^blk\\.17\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 57 |
+
"^blk\\.18\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 58 |
+
"^blk\\.18\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 59 |
+
"^blk\\.20\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 60 |
+
"^blk\\.20\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 61 |
+
"^blk\\.21\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 62 |
+
"^blk\\.21\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 63 |
+
"^blk\\.22\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 64 |
+
"^blk\\.22\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 65 |
+
"^blk\\.24\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 66 |
+
"^blk\\.24\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 67 |
+
"^blk\\.25\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 68 |
+
"^blk\\.25\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 69 |
+
"^blk\\.26\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 70 |
+
"^blk\\.26\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 71 |
+
"^blk\\.28\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 72 |
+
"^blk\\.28\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 73 |
+
"^blk\\.29\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 74 |
+
"^blk\\.29\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 75 |
+
"^blk\\.30\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 76 |
+
"^blk\\.30\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 77 |
+
"^blk\\.32\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 78 |
+
"^blk\\.32\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 79 |
+
"^blk\\.33\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 80 |
+
"^blk\\.33\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 81 |
+
"^blk\\.34\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 82 |
+
"^blk\\.34\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 83 |
+
"^blk\\.36\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 84 |
+
"^blk\\.36\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 85 |
+
"^blk\\.37\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 86 |
+
"^blk\\.37\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 87 |
+
"^blk\\.38\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 88 |
+
"^blk\\.38\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32"
|
| 89 |
+
},
|
| 90 |
+
"shape_pins": {},
|
| 91 |
+
"fixed_pins": {
|
| 92 |
+
"blk.0.ssm_alpha.weight": "f32",
|
| 93 |
+
"blk.0.ssm_beta.weight": "f32",
|
| 94 |
+
"blk.1.ssm_alpha.weight": "f32",
|
| 95 |
+
"blk.1.ssm_beta.weight": "f32",
|
| 96 |
+
"blk.2.ssm_alpha.weight": "f32",
|
| 97 |
+
"blk.2.ssm_beta.weight": "f32",
|
| 98 |
+
"blk.4.ssm_alpha.weight": "f32",
|
| 99 |
+
"blk.4.ssm_beta.weight": "f32",
|
| 100 |
+
"blk.5.ssm_alpha.weight": "f32",
|
| 101 |
+
"blk.5.ssm_beta.weight": "f32",
|
| 102 |
+
"blk.6.ssm_alpha.weight": "f32",
|
| 103 |
+
"blk.6.ssm_beta.weight": "f32",
|
| 104 |
+
"blk.8.ssm_alpha.weight": "f32",
|
| 105 |
+
"blk.8.ssm_beta.weight": "f32",
|
| 106 |
+
"blk.9.ssm_alpha.weight": "f32",
|
| 107 |
+
"blk.9.ssm_beta.weight": "f32",
|
| 108 |
+
"blk.10.ssm_alpha.weight": "f32",
|
| 109 |
+
"blk.10.ssm_beta.weight": "f32",
|
| 110 |
+
"blk.12.ssm_alpha.weight": "f32",
|
| 111 |
+
"blk.12.ssm_beta.weight": "f32",
|
| 112 |
+
"blk.13.ssm_alpha.weight": "f32",
|
| 113 |
+
"blk.13.ssm_beta.weight": "f32",
|
| 114 |
+
"blk.14.ssm_alpha.weight": "f32",
|
| 115 |
+
"blk.14.ssm_beta.weight": "f32",
|
| 116 |
+
"blk.16.ssm_alpha.weight": "f32",
|
| 117 |
+
"blk.16.ssm_beta.weight": "f32",
|
| 118 |
+
"blk.17.ssm_alpha.weight": "f32",
|
| 119 |
+
"blk.17.ssm_beta.weight": "f32",
|
| 120 |
+
"blk.18.ssm_alpha.weight": "f32",
|
| 121 |
+
"blk.18.ssm_beta.weight": "f32",
|
| 122 |
+
"blk.20.ssm_alpha.weight": "f32",
|
| 123 |
+
"blk.20.ssm_beta.weight": "f32",
|
| 124 |
+
"blk.21.ssm_alpha.weight": "f32",
|
| 125 |
+
"blk.21.ssm_beta.weight": "f32",
|
| 126 |
+
"blk.22.ssm_alpha.weight": "f32",
|
| 127 |
+
"blk.22.ssm_beta.weight": "f32",
|
| 128 |
+
"blk.24.ssm_alpha.weight": "f32",
|
| 129 |
+
"blk.24.ssm_beta.weight": "f32",
|
| 130 |
+
"blk.25.ssm_alpha.weight": "f32",
|
| 131 |
+
"blk.25.ssm_beta.weight": "f32",
|
| 132 |
+
"blk.26.ssm_alpha.weight": "f32",
|
| 133 |
+
"blk.26.ssm_beta.weight": "f32",
|
| 134 |
+
"blk.28.ssm_alpha.weight": "f32",
|
| 135 |
+
"blk.28.ssm_beta.weight": "f32",
|
| 136 |
+
"blk.29.ssm_alpha.weight": "f32",
|
| 137 |
+
"blk.29.ssm_beta.weight": "f32",
|
| 138 |
+
"blk.30.ssm_alpha.weight": "f32",
|
| 139 |
+
"blk.30.ssm_beta.weight": "f32",
|
| 140 |
+
"blk.32.ssm_alpha.weight": "f32",
|
| 141 |
+
"blk.32.ssm_beta.weight": "f32",
|
| 142 |
+
"blk.33.ssm_alpha.weight": "f32",
|
| 143 |
+
"blk.33.ssm_beta.weight": "f32",
|
| 144 |
+
"blk.34.ssm_alpha.weight": "f32",
|
| 145 |
+
"blk.34.ssm_beta.weight": "f32",
|
| 146 |
+
"blk.36.ssm_alpha.weight": "f32",
|
| 147 |
+
"blk.36.ssm_beta.weight": "f32",
|
| 148 |
+
"blk.37.ssm_alpha.weight": "f32",
|
| 149 |
+
"blk.37.ssm_beta.weight": "f32",
|
| 150 |
+
"blk.38.ssm_alpha.weight": "f32",
|
| 151 |
+
"blk.38.ssm_beta.weight": "f32"
|
| 152 |
+
},
|
| 153 |
+
"embeddings": {
|
| 154 |
+
"output.weight": "q8_0",
|
| 155 |
+
"token_embd.weight": "q8_0"
|
| 156 |
+
},
|
| 157 |
+
"bytes": {
|
| 158 |
+
"heuristic_body+embd": 16784687104,
|
| 159 |
+
"map_body+embd": 18842648576,
|
| 160 |
+
"ratio": 1.1226,
|
| 161 |
+
"note": "quantizable, unpinned tensors only; pinned/unquantized tensors are identical in both"
|
| 162 |
+
},
|
| 163 |
+
"body_base_share": 0.5,
|
| 164 |
+
"body_bpw": 4.227,
|
| 165 |
+
"body_bpw_heuristic": 3.843,
|
| 166 |
+
"total_params": 34660610688,
|
| 167 |
+
"file_bytes_pred": 18947230208,
|
| 168 |
+
"file_bpw_pred": 4.373,
|
| 169 |
+
"histogram": {
|
| 170 |
+
"attn_gate": {
|
| 171 |
+
"q8_0": 16,
|
| 172 |
+
"q6_k": 14
|
| 173 |
+
},
|
| 174 |
+
"attn_k": {
|
| 175 |
+
"q8_0": 10
|
| 176 |
+
},
|
| 177 |
+
"attn_output": {
|
| 178 |
+
"q8_0": 10
|
| 179 |
+
},
|
| 180 |
+
"attn_q": {
|
| 181 |
+
"q8_0": 10
|
| 182 |
+
},
|
| 183 |
+
"attn_qkv": {
|
| 184 |
+
"q8_0": 26,
|
| 185 |
+
"q6_k": 4
|
| 186 |
+
},
|
| 187 |
+
"attn_v": {
|
| 188 |
+
"q8_0": 10
|
| 189 |
+
},
|
| 190 |
+
"ffn_down_exps": {
|
| 191 |
+
"iq3_s": 19,
|
| 192 |
+
"q5_k": 16,
|
| 193 |
+
"q4_k": 5
|
| 194 |
+
},
|
| 195 |
+
"ffn_down_shexp": {
|
| 196 |
+
"q8_0": 40
|
| 197 |
+
},
|
| 198 |
+
"ffn_gate_exps": {
|
| 199 |
+
"iq3_s": 38,
|
| 200 |
+
"q4_k": 1,
|
| 201 |
+
"q5_k": 1
|
| 202 |
+
},
|
| 203 |
+
"ffn_gate_shexp": {
|
| 204 |
+
"q8_0": 40
|
| 205 |
+
},
|
| 206 |
+
"ffn_up_exps": {
|
| 207 |
+
"iq3_s": 20,
|
| 208 |
+
"q5_k": 11,
|
| 209 |
+
"q4_k": 9
|
| 210 |
+
},
|
| 211 |
+
"ffn_up_shexp": {
|
| 212 |
+
"q8_0": 40
|
| 213 |
+
},
|
| 214 |
+
"ssm_out": {
|
| 215 |
+
"q8_0": 30
|
| 216 |
+
}
|
| 217 |
+
},
|
| 218 |
+
"prior": "layout/prior.json",
|
| 219 |
+
"pin_rule": "floor",
|
| 220 |
+
"embd_cap": "heur",
|
| 221 |
+
"generator": "auto_quant_v2.layout",
|
| 222 |
+
"generator_key": "3bf8b43e20a68f0b",
|
| 223 |
+
"quant_type": "IQ3_M",
|
| 224 |
+
"quantize_ftype": "IQ3_M",
|
| 225 |
+
"llama_cpp_version": "b11716",
|
| 226 |
+
"unknown_kinds": {},
|
| 227 |
+
"commit": "0933d56cdc75d35ccd1973a9eebfe2cafbd935d5"
|
| 228 |
+
}
|
layouts/InternScience_MLExpert-IQ3_M.tensor-types.txt
ADDED
|
@@ -0,0 +1,432 @@
|
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|
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|
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|
|
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|
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|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
^blk\.0\.ssm_alpha\.weight$=f32
|
| 2 |
+
^blk\.0\.ssm_beta\.weight$=f32
|
| 3 |
+
^blk\.1\.ssm_alpha\.weight$=f32
|
| 4 |
+
^blk\.1\.ssm_beta\.weight$=f32
|
| 5 |
+
^blk\.2\.ssm_alpha\.weight$=f32
|
| 6 |
+
^blk\.2\.ssm_beta\.weight$=f32
|
| 7 |
+
^blk\.4\.ssm_alpha\.weight$=f32
|
| 8 |
+
^blk\.4\.ssm_beta\.weight$=f32
|
| 9 |
+
^blk\.5\.ssm_alpha\.weight$=f32
|
| 10 |
+
^blk\.5\.ssm_beta\.weight$=f32
|
| 11 |
+
^blk\.6\.ssm_alpha\.weight$=f32
|
| 12 |
+
^blk\.6\.ssm_beta\.weight$=f32
|
| 13 |
+
^blk\.8\.ssm_alpha\.weight$=f32
|
| 14 |
+
^blk\.8\.ssm_beta\.weight$=f32
|
| 15 |
+
^blk\.9\.ssm_alpha\.weight$=f32
|
| 16 |
+
^blk\.9\.ssm_beta\.weight$=f32
|
| 17 |
+
^blk\.10\.ssm_alpha\.weight$=f32
|
| 18 |
+
^blk\.10\.ssm_beta\.weight$=f32
|
| 19 |
+
^blk\.12\.ssm_alpha\.weight$=f32
|
| 20 |
+
^blk\.12\.ssm_beta\.weight$=f32
|
| 21 |
+
^blk\.13\.ssm_alpha\.weight$=f32
|
| 22 |
+
^blk\.13\.ssm_beta\.weight$=f32
|
| 23 |
+
^blk\.14\.ssm_alpha\.weight$=f32
|
| 24 |
+
^blk\.14\.ssm_beta\.weight$=f32
|
| 25 |
+
^blk\.16\.ssm_alpha\.weight$=f32
|
| 26 |
+
^blk\.16\.ssm_beta\.weight$=f32
|
| 27 |
+
^blk\.17\.ssm_alpha\.weight$=f32
|
| 28 |
+
^blk\.17\.ssm_beta\.weight$=f32
|
| 29 |
+
^blk\.18\.ssm_alpha\.weight$=f32
|
| 30 |
+
^blk\.18\.ssm_beta\.weight$=f32
|
| 31 |
+
^blk\.20\.ssm_alpha\.weight$=f32
|
| 32 |
+
^blk\.20\.ssm_beta\.weight$=f32
|
| 33 |
+
^blk\.21\.ssm_alpha\.weight$=f32
|
| 34 |
+
^blk\.21\.ssm_beta\.weight$=f32
|
| 35 |
+
^blk\.22\.ssm_alpha\.weight$=f32
|
| 36 |
+
^blk\.22\.ssm_beta\.weight$=f32
|
| 37 |
+
^blk\.24\.ssm_alpha\.weight$=f32
|
| 38 |
+
^blk\.24\.ssm_beta\.weight$=f32
|
| 39 |
+
^blk\.25\.ssm_alpha\.weight$=f32
|
| 40 |
+
^blk\.25\.ssm_beta\.weight$=f32
|
| 41 |
+
^blk\.26\.ssm_alpha\.weight$=f32
|
| 42 |
+
^blk\.26\.ssm_beta\.weight$=f32
|
| 43 |
+
^blk\.28\.ssm_alpha\.weight$=f32
|
| 44 |
+
^blk\.28\.ssm_beta\.weight$=f32
|
| 45 |
+
^blk\.29\.ssm_alpha\.weight$=f32
|
| 46 |
+
^blk\.29\.ssm_beta\.weight$=f32
|
| 47 |
+
^blk\.30\.ssm_alpha\.weight$=f32
|
| 48 |
+
^blk\.30\.ssm_beta\.weight$=f32
|
| 49 |
+
^blk\.32\.ssm_alpha\.weight$=f32
|
| 50 |
+
^blk\.32\.ssm_beta\.weight$=f32
|
| 51 |
+
^blk\.33\.ssm_alpha\.weight$=f32
|
| 52 |
+
^blk\.33\.ssm_beta\.weight$=f32
|
| 53 |
+
^blk\.34\.ssm_alpha\.weight$=f32
|
| 54 |
+
^blk\.34\.ssm_beta\.weight$=f32
|
| 55 |
+
^blk\.36\.ssm_alpha\.weight$=f32
|
| 56 |
+
^blk\.36\.ssm_beta\.weight$=f32
|
| 57 |
+
^blk\.37\.ssm_alpha\.weight$=f32
|
| 58 |
+
^blk\.37\.ssm_beta\.weight$=f32
|
| 59 |
+
^blk\.38\.ssm_alpha\.weight$=f32
|
| 60 |
+
^blk\.38\.ssm_beta\.weight$=f32
|
| 61 |
+
^output\.weight$=q8_0
|
| 62 |
+
^token_embd\.weight$=q8_0
|
| 63 |
+
^blk\.0\.attn_gate\.weight$=q8_0
|
| 64 |
+
^blk\.0\.attn_qkv\.weight$=q8_0
|
| 65 |
+
^blk\.0\.ffn_down_exps\.weight$=q5_k
|
| 66 |
+
^blk\.0\.ffn_down_shexp\.weight$=q8_0
|
| 67 |
+
^blk\.0\.ffn_gate_exps\.weight$=q4_k
|
| 68 |
+
^blk\.0\.ffn_gate_shexp\.weight$=q8_0
|
| 69 |
+
^blk\.0\.ffn_up_exps\.weight$=q5_k
|
| 70 |
+
^blk\.0\.ffn_up_shexp\.weight$=q8_0
|
| 71 |
+
^blk\.0\.ssm_out\.weight$=q8_0
|
| 72 |
+
^blk\.1\.attn_gate\.weight$=q8_0
|
| 73 |
+
^blk\.1\.attn_qkv\.weight$=q8_0
|
| 74 |
+
^blk\.1\.ffn_down_exps\.weight$=q5_k
|
| 75 |
+
^blk\.1\.ffn_down_shexp\.weight$=q8_0
|
| 76 |
+
^blk\.1\.ffn_gate_exps\.weight$=iq3_s
|
| 77 |
+
^blk\.1\.ffn_gate_shexp\.weight$=q8_0
|
| 78 |
+
^blk\.1\.ffn_up_exps\.weight$=q5_k
|
| 79 |
+
^blk\.1\.ffn_up_shexp\.weight$=q8_0
|
| 80 |
+
^blk\.1\.ssm_out\.weight$=q8_0
|
| 81 |
+
^blk\.2\.attn_gate\.weight$=q8_0
|
| 82 |
+
^blk\.2\.attn_qkv\.weight$=q8_0
|
| 83 |
+
^blk\.2\.ffn_down_exps\.weight$=q5_k
|
| 84 |
+
^blk\.2\.ffn_down_shexp\.weight$=q8_0
|
| 85 |
+
^blk\.2\.ffn_gate_exps\.weight$=iq3_s
|
| 86 |
+
^blk\.2\.ffn_gate_shexp\.weight$=q8_0
|
| 87 |
+
^blk\.2\.ffn_up_exps\.weight$=q5_k
|
| 88 |
+
^blk\.2\.ffn_up_shexp\.weight$=q8_0
|
| 89 |
+
^blk\.2\.ssm_out\.weight$=q8_0
|
| 90 |
+
^blk\.3\.attn_k\.weight$=q8_0
|
| 91 |
+
^blk\.3\.attn_output\.weight$=q8_0
|
| 92 |
+
^blk\.3\.attn_q\.weight$=q8_0
|
| 93 |
+
^blk\.3\.attn_v\.weight$=q8_0
|
| 94 |
+
^blk\.3\.ffn_down_exps\.weight$=q5_k
|
| 95 |
+
^blk\.3\.ffn_down_shexp\.weight$=q8_0
|
| 96 |
+
^blk\.3\.ffn_gate_exps\.weight$=iq3_s
|
| 97 |
+
^blk\.3\.ffn_gate_shexp\.weight$=q8_0
|
| 98 |
+
^blk\.3\.ffn_up_exps\.weight$=q5_k
|
| 99 |
+
^blk\.3\.ffn_up_shexp\.weight$=q8_0
|
| 100 |
+
^blk\.4\.attn_gate\.weight$=q8_0
|
| 101 |
+
^blk\.4\.attn_qkv\.weight$=q8_0
|
| 102 |
+
^blk\.4\.ffn_down_exps\.weight$=q5_k
|
| 103 |
+
^blk\.4\.ffn_down_shexp\.weight$=q8_0
|
| 104 |
+
^blk\.4\.ffn_gate_exps\.weight$=iq3_s
|
| 105 |
+
^blk\.4\.ffn_gate_shexp\.weight$=q8_0
|
| 106 |
+
^blk\.4\.ffn_up_exps\.weight$=q5_k
|
| 107 |
+
^blk\.4\.ffn_up_shexp\.weight$=q8_0
|
| 108 |
+
^blk\.4\.ssm_out\.weight$=q8_0
|
| 109 |
+
^blk\.5\.attn_gate\.weight$=q8_0
|
| 110 |
+
^blk\.5\.attn_qkv\.weight$=q8_0
|
| 111 |
+
^blk\.5\.ffn_down_exps\.weight$=q5_k
|
| 112 |
+
^blk\.5\.ffn_down_shexp\.weight$=q8_0
|
| 113 |
+
^blk\.5\.ffn_gate_exps\.weight$=iq3_s
|
| 114 |
+
^blk\.5\.ffn_gate_shexp\.weight$=q8_0
|
| 115 |
+
^blk\.5\.ffn_up_exps\.weight$=q5_k
|
| 116 |
+
^blk\.5\.ffn_up_shexp\.weight$=q8_0
|
| 117 |
+
^blk\.5\.ssm_out\.weight$=q8_0
|
| 118 |
+
^blk\.6\.attn_gate\.weight$=q8_0
|
| 119 |
+
^blk\.6\.attn_qkv\.weight$=q8_0
|
| 120 |
+
^blk\.6\.ffn_down_exps\.weight$=q5_k
|
| 121 |
+
^blk\.6\.ffn_down_shexp\.weight$=q8_0
|
| 122 |
+
^blk\.6\.ffn_gate_exps\.weight$=iq3_s
|
| 123 |
+
^blk\.6\.ffn_gate_shexp\.weight$=q8_0
|
| 124 |
+
^blk\.6\.ffn_up_exps\.weight$=q5_k
|
| 125 |
+
^blk\.6\.ffn_up_shexp\.weight$=q8_0
|
| 126 |
+
^blk\.6\.ssm_out\.weight$=q8_0
|
| 127 |
+
^blk\.7\.attn_k\.weight$=q8_0
|
| 128 |
+
^blk\.7\.attn_output\.weight$=q8_0
|
| 129 |
+
^blk\.7\.attn_q\.weight$=q8_0
|
| 130 |
+
^blk\.7\.attn_v\.weight$=q8_0
|
| 131 |
+
^blk\.7\.ffn_down_exps\.weight$=q5_k
|
| 132 |
+
^blk\.7\.ffn_down_shexp\.weight$=q8_0
|
| 133 |
+
^blk\.7\.ffn_gate_exps\.weight$=iq3_s
|
| 134 |
+
^blk\.7\.ffn_gate_shexp\.weight$=q8_0
|
| 135 |
+
^blk\.7\.ffn_up_exps\.weight$=q5_k
|
| 136 |
+
^blk\.7\.ffn_up_shexp\.weight$=q8_0
|
| 137 |
+
^blk\.8\.attn_gate\.weight$=q8_0
|
| 138 |
+
^blk\.8\.attn_qkv\.weight$=q8_0
|
| 139 |
+
^blk\.8\.ffn_down_exps\.weight$=q5_k
|
| 140 |
+
^blk\.8\.ffn_down_shexp\.weight$=q8_0
|
| 141 |
+
^blk\.8\.ffn_gate_exps\.weight$=iq3_s
|
| 142 |
+
^blk\.8\.ffn_gate_shexp\.weight$=q8_0
|
| 143 |
+
^blk\.8\.ffn_up_exps\.weight$=q5_k
|
| 144 |
+
^blk\.8\.ffn_up_shexp\.weight$=q8_0
|
| 145 |
+
^blk\.8\.ssm_out\.weight$=q8_0
|
| 146 |
+
^blk\.9\.attn_gate\.weight$=q8_0
|
| 147 |
+
^blk\.9\.attn_qkv\.weight$=q8_0
|
| 148 |
+
^blk\.9\.ffn_down_exps\.weight$=q5_k
|
| 149 |
+
^blk\.9\.ffn_down_shexp\.weight$=q8_0
|
| 150 |
+
^blk\.9\.ffn_gate_exps\.weight$=iq3_s
|
| 151 |
+
^blk\.9\.ffn_gate_shexp\.weight$=q8_0
|
| 152 |
+
^blk\.9\.ffn_up_exps\.weight$=q5_k
|
| 153 |
+
^blk\.9\.ffn_up_shexp\.weight$=q8_0
|
| 154 |
+
^blk\.9\.ssm_out\.weight$=q8_0
|
| 155 |
+
^blk\.10\.attn_gate\.weight$=q8_0
|
| 156 |
+
^blk\.10\.attn_qkv\.weight$=q8_0
|
| 157 |
+
^blk\.10\.ffn_down_exps\.weight$=iq3_s
|
| 158 |
+
^blk\.10\.ffn_down_shexp\.weight$=q8_0
|
| 159 |
+
^blk\.10\.ffn_gate_exps\.weight$=iq3_s
|
| 160 |
+
^blk\.10\.ffn_gate_shexp\.weight$=q8_0
|
| 161 |
+
^blk\.10\.ffn_up_exps\.weight$=iq3_s
|
| 162 |
+
^blk\.10\.ffn_up_shexp\.weight$=q8_0
|
| 163 |
+
^blk\.10\.ssm_out\.weight$=q8_0
|
| 164 |
+
^blk\.11\.attn_k\.weight$=q8_0
|
| 165 |
+
^blk\.11\.attn_output\.weight$=q8_0
|
| 166 |
+
^blk\.11\.attn_q\.weight$=q8_0
|
| 167 |
+
^blk\.11\.attn_v\.weight$=q8_0
|
| 168 |
+
^blk\.11\.ffn_down_exps\.weight$=q4_k
|
| 169 |
+
^blk\.11\.ffn_down_shexp\.weight$=q8_0
|
| 170 |
+
^blk\.11\.ffn_gate_exps\.weight$=iq3_s
|
| 171 |
+
^blk\.11\.ffn_gate_shexp\.weight$=q8_0
|
| 172 |
+
^blk\.11\.ffn_up_exps\.weight$=iq3_s
|
| 173 |
+
^blk\.11\.ffn_up_shexp\.weight$=q8_0
|
| 174 |
+
^blk\.12\.attn_gate\.weight$=q6_k
|
| 175 |
+
^blk\.12\.attn_qkv\.weight$=q8_0
|
| 176 |
+
^blk\.12\.ffn_down_exps\.weight$=iq3_s
|
| 177 |
+
^blk\.12\.ffn_down_shexp\.weight$=q8_0
|
| 178 |
+
^blk\.12\.ffn_gate_exps\.weight$=iq3_s
|
| 179 |
+
^blk\.12\.ffn_gate_shexp\.weight$=q8_0
|
| 180 |
+
^blk\.12\.ffn_up_exps\.weight$=iq3_s
|
| 181 |
+
^blk\.12\.ffn_up_shexp\.weight$=q8_0
|
| 182 |
+
^blk\.12\.ssm_out\.weight$=q8_0
|
| 183 |
+
^blk\.13\.attn_gate\.weight$=q6_k
|
| 184 |
+
^blk\.13\.attn_qkv\.weight$=q8_0
|
| 185 |
+
^blk\.13\.ffn_down_exps\.weight$=iq3_s
|
| 186 |
+
^blk\.13\.ffn_down_shexp\.weight$=q8_0
|
| 187 |
+
^blk\.13\.ffn_gate_exps\.weight$=iq3_s
|
| 188 |
+
^blk\.13\.ffn_gate_shexp\.weight$=q8_0
|
| 189 |
+
^blk\.13\.ffn_up_exps\.weight$=iq3_s
|
| 190 |
+
^blk\.13\.ffn_up_shexp\.weight$=q8_0
|
| 191 |
+
^blk\.13\.ssm_out\.weight$=q8_0
|
| 192 |
+
^blk\.14\.attn_gate\.weight$=q6_k
|
| 193 |
+
^blk\.14\.attn_qkv\.weight$=q8_0
|
| 194 |
+
^blk\.14\.ffn_down_exps\.weight$=iq3_s
|
| 195 |
+
^blk\.14\.ffn_down_shexp\.weight$=q8_0
|
| 196 |
+
^blk\.14\.ffn_gate_exps\.weight$=iq3_s
|
| 197 |
+
^blk\.14\.ffn_gate_shexp\.weight$=q8_0
|
| 198 |
+
^blk\.14\.ffn_up_exps\.weight$=iq3_s
|
| 199 |
+
^blk\.14\.ffn_up_shexp\.weight$=q8_0
|
| 200 |
+
^blk\.14\.ssm_out\.weight$=q8_0
|
| 201 |
+
^blk\.15\.attn_k\.weight$=q8_0
|
| 202 |
+
^blk\.15\.attn_output\.weight$=q8_0
|
| 203 |
+
^blk\.15\.attn_q\.weight$=q8_0
|
| 204 |
+
^blk\.15\.attn_v\.weight$=q8_0
|
| 205 |
+
^blk\.15\.ffn_down_exps\.weight$=iq3_s
|
| 206 |
+
^blk\.15\.ffn_down_shexp\.weight$=q8_0
|
| 207 |
+
^blk\.15\.ffn_gate_exps\.weight$=iq3_s
|
| 208 |
+
^blk\.15\.ffn_gate_shexp\.weight$=q8_0
|
| 209 |
+
^blk\.15\.ffn_up_exps\.weight$=iq3_s
|
| 210 |
+
^blk\.15\.ffn_up_shexp\.weight$=q8_0
|
| 211 |
+
^blk\.16\.attn_gate\.weight$=q6_k
|
| 212 |
+
^blk\.16\.attn_qkv\.weight$=q8_0
|
| 213 |
+
^blk\.16\.ffn_down_exps\.weight$=iq3_s
|
| 214 |
+
^blk\.16\.ffn_down_shexp\.weight$=q8_0
|
| 215 |
+
^blk\.16\.ffn_gate_exps\.weight$=iq3_s
|
| 216 |
+
^blk\.16\.ffn_gate_shexp\.weight$=q8_0
|
| 217 |
+
^blk\.16\.ffn_up_exps\.weight$=iq3_s
|
| 218 |
+
^blk\.16\.ffn_up_shexp\.weight$=q8_0
|
| 219 |
+
^blk\.16\.ssm_out\.weight$=q8_0
|
| 220 |
+
^blk\.17\.attn_gate\.weight$=q6_k
|
| 221 |
+
^blk\.17\.attn_qkv\.weight$=q8_0
|
| 222 |
+
^blk\.17\.ffn_down_exps\.weight$=iq3_s
|
| 223 |
+
^blk\.17\.ffn_down_shexp\.weight$=q8_0
|
| 224 |
+
^blk\.17\.ffn_gate_exps\.weight$=iq3_s
|
| 225 |
+
^blk\.17\.ffn_gate_shexp\.weight$=q8_0
|
| 226 |
+
^blk\.17\.ffn_up_exps\.weight$=iq3_s
|
| 227 |
+
^blk\.17\.ffn_up_shexp\.weight$=q8_0
|
| 228 |
+
^blk\.17\.ssm_out\.weight$=q8_0
|
| 229 |
+
^blk\.18\.attn_gate\.weight$=q6_k
|
| 230 |
+
^blk\.18\.attn_qkv\.weight$=q8_0
|
| 231 |
+
^blk\.18\.ffn_down_exps\.weight$=iq3_s
|
| 232 |
+
^blk\.18\.ffn_down_shexp\.weight$=q8_0
|
| 233 |
+
^blk\.18\.ffn_gate_exps\.weight$=iq3_s
|
| 234 |
+
^blk\.18\.ffn_gate_shexp\.weight$=q8_0
|
| 235 |
+
^blk\.18\.ffn_up_exps\.weight$=iq3_s
|
| 236 |
+
^blk\.18\.ffn_up_shexp\.weight$=q8_0
|
| 237 |
+
^blk\.18\.ssm_out\.weight$=q8_0
|
| 238 |
+
^blk\.19\.attn_k\.weight$=q8_0
|
| 239 |
+
^blk\.19\.attn_output\.weight$=q8_0
|
| 240 |
+
^blk\.19\.attn_q\.weight$=q8_0
|
| 241 |
+
^blk\.19\.attn_v\.weight$=q8_0
|
| 242 |
+
^blk\.19\.ffn_down_exps\.weight$=iq3_s
|
| 243 |
+
^blk\.19\.ffn_down_shexp\.weight$=q8_0
|
| 244 |
+
^blk\.19\.ffn_gate_exps\.weight$=iq3_s
|
| 245 |
+
^blk\.19\.ffn_gate_shexp\.weight$=q8_0
|
| 246 |
+
^blk\.19\.ffn_up_exps\.weight$=iq3_s
|
| 247 |
+
^blk\.19\.ffn_up_shexp\.weight$=q8_0
|
| 248 |
+
^blk\.20\.attn_gate\.weight$=q6_k
|
| 249 |
+
^blk\.20\.attn_qkv\.weight$=q8_0
|
| 250 |
+
^blk\.20\.ffn_down_exps\.weight$=iq3_s
|
| 251 |
+
^blk\.20\.ffn_down_shexp\.weight$=q8_0
|
| 252 |
+
^blk\.20\.ffn_gate_exps\.weight$=iq3_s
|
| 253 |
+
^blk\.20\.ffn_gate_shexp\.weight$=q8_0
|
| 254 |
+
^blk\.20\.ffn_up_exps\.weight$=iq3_s
|
| 255 |
+
^blk\.20\.ffn_up_shexp\.weight$=q8_0
|
| 256 |
+
^blk\.20\.ssm_out\.weight$=q8_0
|
| 257 |
+
^blk\.21\.attn_gate\.weight$=q6_k
|
| 258 |
+
^blk\.21\.attn_qkv\.weight$=q8_0
|
| 259 |
+
^blk\.21\.ffn_down_exps\.weight$=iq3_s
|
| 260 |
+
^blk\.21\.ffn_down_shexp\.weight$=q8_0
|
| 261 |
+
^blk\.21\.ffn_gate_exps\.weight$=iq3_s
|
| 262 |
+
^blk\.21\.ffn_gate_shexp\.weight$=q8_0
|
| 263 |
+
^blk\.21\.ffn_up_exps\.weight$=iq3_s
|
| 264 |
+
^blk\.21\.ffn_up_shexp\.weight$=q8_0
|
| 265 |
+
^blk\.21\.ssm_out\.weight$=q8_0
|
| 266 |
+
^blk\.22\.attn_gate\.weight$=q6_k
|
| 267 |
+
^blk\.22\.attn_qkv\.weight$=q8_0
|
| 268 |
+
^blk\.22\.ffn_down_exps\.weight$=iq3_s
|
| 269 |
+
^blk\.22\.ffn_down_shexp\.weight$=q8_0
|
| 270 |
+
^blk\.22\.ffn_gate_exps\.weight$=iq3_s
|
| 271 |
+
^blk\.22\.ffn_gate_shexp\.weight$=q8_0
|
| 272 |
+
^blk\.22\.ffn_up_exps\.weight$=iq3_s
|
| 273 |
+
^blk\.22\.ffn_up_shexp\.weight$=q8_0
|
| 274 |
+
^blk\.22\.ssm_out\.weight$=q8_0
|
| 275 |
+
^blk\.23\.attn_k\.weight$=q8_0
|
| 276 |
+
^blk\.23\.attn_output\.weight$=q8_0
|
| 277 |
+
^blk\.23\.attn_q\.weight$=q8_0
|
| 278 |
+
^blk\.23\.attn_v\.weight$=q8_0
|
| 279 |
+
^blk\.23\.ffn_down_exps\.weight$=iq3_s
|
| 280 |
+
^blk\.23\.ffn_down_shexp\.weight$=q8_0
|
| 281 |
+
^blk\.23\.ffn_gate_exps\.weight$=iq3_s
|
| 282 |
+
^blk\.23\.ffn_gate_shexp\.weight$=q8_0
|
| 283 |
+
^blk\.23\.ffn_up_exps\.weight$=iq3_s
|
| 284 |
+
^blk\.23\.ffn_up_shexp\.weight$=q8_0
|
| 285 |
+
^blk\.24\.attn_gate\.weight$=q6_k
|
| 286 |
+
^blk\.24\.attn_qkv\.weight$=q8_0
|
| 287 |
+
^blk\.24\.ffn_down_exps\.weight$=iq3_s
|
| 288 |
+
^blk\.24\.ffn_down_shexp\.weight$=q8_0
|
| 289 |
+
^blk\.24\.ffn_gate_exps\.weight$=iq3_s
|
| 290 |
+
^blk\.24\.ffn_gate_shexp\.weight$=q8_0
|
| 291 |
+
^blk\.24\.ffn_up_exps\.weight$=iq3_s
|
| 292 |
+
^blk\.24\.ffn_up_shexp\.weight$=q8_0
|
| 293 |
+
^blk\.24\.ssm_out\.weight$=q8_0
|
| 294 |
+
^blk\.25\.attn_gate\.weight$=q6_k
|
| 295 |
+
^blk\.25\.attn_qkv\.weight$=q8_0
|
| 296 |
+
^blk\.25\.ffn_down_exps\.weight$=iq3_s
|
| 297 |
+
^blk\.25\.ffn_down_shexp\.weight$=q8_0
|
| 298 |
+
^blk\.25\.ffn_gate_exps\.weight$=iq3_s
|
| 299 |
+
^blk\.25\.ffn_gate_shexp\.weight$=q8_0
|
| 300 |
+
^blk\.25\.ffn_up_exps\.weight$=iq3_s
|
| 301 |
+
^blk\.25\.ffn_up_shexp\.weight$=q8_0
|
| 302 |
+
^blk\.25\.ssm_out\.weight$=q8_0
|
| 303 |
+
^blk\.26\.attn_gate\.weight$=q6_k
|
| 304 |
+
^blk\.26\.attn_qkv\.weight$=q8_0
|
| 305 |
+
^blk\.26\.ffn_down_exps\.weight$=iq3_s
|
| 306 |
+
^blk\.26\.ffn_down_shexp\.weight$=q8_0
|
| 307 |
+
^blk\.26\.ffn_gate_exps\.weight$=iq3_s
|
| 308 |
+
^blk\.26\.ffn_gate_shexp\.weight$=q8_0
|
| 309 |
+
^blk\.26\.ffn_up_exps\.weight$=iq3_s
|
| 310 |
+
^blk\.26\.ffn_up_shexp\.weight$=q8_0
|
| 311 |
+
^blk\.26\.ssm_out\.weight$=q8_0
|
| 312 |
+
^blk\.27\.attn_k\.weight$=q8_0
|
| 313 |
+
^blk\.27\.attn_output\.weight$=q8_0
|
| 314 |
+
^blk\.27\.attn_q\.weight$=q8_0
|
| 315 |
+
^blk\.27\.attn_v\.weight$=q8_0
|
| 316 |
+
^blk\.27\.ffn_down_exps\.weight$=iq3_s
|
| 317 |
+
^blk\.27\.ffn_down_shexp\.weight$=q8_0
|
| 318 |
+
^blk\.27\.ffn_gate_exps\.weight$=iq3_s
|
| 319 |
+
^blk\.27\.ffn_gate_shexp\.weight$=q8_0
|
| 320 |
+
^blk\.27\.ffn_up_exps\.weight$=iq3_s
|
| 321 |
+
^blk\.27\.ffn_up_shexp\.weight$=q8_0
|
| 322 |
+
^blk\.28\.attn_gate\.weight$=q6_k
|
| 323 |
+
^blk\.28\.attn_qkv\.weight$=q8_0
|
| 324 |
+
^blk\.28\.ffn_down_exps\.weight$=iq3_s
|
| 325 |
+
^blk\.28\.ffn_down_shexp\.weight$=q8_0
|
| 326 |
+
^blk\.28\.ffn_gate_exps\.weight$=iq3_s
|
| 327 |
+
^blk\.28\.ffn_gate_shexp\.weight$=q8_0
|
| 328 |
+
^blk\.28\.ffn_up_exps\.weight$=iq3_s
|
| 329 |
+
^blk\.28\.ffn_up_shexp\.weight$=q8_0
|
| 330 |
+
^blk\.28\.ssm_out\.weight$=q8_0
|
| 331 |
+
^blk\.29\.attn_gate\.weight$=q6_k
|
| 332 |
+
^blk\.29\.attn_qkv\.weight$=q8_0
|
| 333 |
+
^blk\.29\.ffn_down_exps\.weight$=iq3_s
|
| 334 |
+
^blk\.29\.ffn_down_shexp\.weight$=q8_0
|
| 335 |
+
^blk\.29\.ffn_gate_exps\.weight$=iq3_s
|
| 336 |
+
^blk\.29\.ffn_gate_shexp\.weight$=q8_0
|
| 337 |
+
^blk\.29\.ffn_up_exps\.weight$=iq3_s
|
| 338 |
+
^blk\.29\.ffn_up_shexp\.weight$=q8_0
|
| 339 |
+
^blk\.29\.ssm_out\.weight$=q8_0
|
| 340 |
+
^blk\.30\.attn_gate\.weight$=q8_0
|
| 341 |
+
^blk\.30\.attn_qkv\.weight$=q8_0
|
| 342 |
+
^blk\.30\.ffn_down_exps\.weight$=q5_k
|
| 343 |
+
^blk\.30\.ffn_down_shexp\.weight$=q8_0
|
| 344 |
+
^blk\.30\.ffn_gate_exps\.weight$=iq3_s
|
| 345 |
+
^blk\.30\.ffn_gate_shexp\.weight$=q8_0
|
| 346 |
+
^blk\.30\.ffn_up_exps\.weight$=q4_k
|
| 347 |
+
^blk\.30\.ffn_up_shexp\.weight$=q8_0
|
| 348 |
+
^blk\.30\.ssm_out\.weight$=q8_0
|
| 349 |
+
^blk\.31\.attn_k\.weight$=q8_0
|
| 350 |
+
^blk\.31\.attn_output\.weight$=q8_0
|
| 351 |
+
^blk\.31\.attn_q\.weight$=q8_0
|
| 352 |
+
^blk\.31\.attn_v\.weight$=q8_0
|
| 353 |
+
^blk\.31\.ffn_down_exps\.weight$=q5_k
|
| 354 |
+
^blk\.31\.ffn_down_shexp\.weight$=q8_0
|
| 355 |
+
^blk\.31\.ffn_gate_exps\.weight$=iq3_s
|
| 356 |
+
^blk\.31\.ffn_gate_shexp\.weight$=q8_0
|
| 357 |
+
^blk\.31\.ffn_up_exps\.weight$=q4_k
|
| 358 |
+
^blk\.31\.ffn_up_shexp\.weight$=q8_0
|
| 359 |
+
^blk\.32\.attn_gate\.weight$=q8_0
|
| 360 |
+
^blk\.32\.attn_qkv\.weight$=q8_0
|
| 361 |
+
^blk\.32\.ffn_down_exps\.weight$=q5_k
|
| 362 |
+
^blk\.32\.ffn_down_shexp\.weight$=q8_0
|
| 363 |
+
^blk\.32\.ffn_gate_exps\.weight$=iq3_s
|
| 364 |
+
^blk\.32\.ffn_gate_shexp\.weight$=q8_0
|
| 365 |
+
^blk\.32\.ffn_up_exps\.weight$=q4_k
|
| 366 |
+
^blk\.32\.ffn_up_shexp\.weight$=q8_0
|
| 367 |
+
^blk\.32\.ssm_out\.weight$=q8_0
|
| 368 |
+
^blk\.33\.attn_gate\.weight$=q8_0
|
| 369 |
+
^blk\.33\.attn_qkv\.weight$=q8_0
|
| 370 |
+
^blk\.33\.ffn_down_exps\.weight$=q5_k
|
| 371 |
+
^blk\.33\.ffn_down_shexp\.weight$=q8_0
|
| 372 |
+
^blk\.33\.ffn_gate_exps\.weight$=iq3_s
|
| 373 |
+
^blk\.33\.ffn_gate_shexp\.weight$=q8_0
|
| 374 |
+
^blk\.33\.ffn_up_exps\.weight$=q4_k
|
| 375 |
+
^blk\.33\.ffn_up_shexp\.weight$=q8_0
|
| 376 |
+
^blk\.33\.ssm_out\.weight$=q8_0
|
| 377 |
+
^blk\.34\.attn_gate\.weight$=q8_0
|
| 378 |
+
^blk\.34\.attn_qkv\.weight$=q6_k
|
| 379 |
+
^blk\.34\.ffn_down_exps\.weight$=q4_k
|
| 380 |
+
^blk\.34\.ffn_down_shexp\.weight$=q8_0
|
| 381 |
+
^blk\.34\.ffn_gate_exps\.weight$=iq3_s
|
| 382 |
+
^blk\.34\.ffn_gate_shexp\.weight$=q8_0
|
| 383 |
+
^blk\.34\.ffn_up_exps\.weight$=q4_k
|
| 384 |
+
^blk\.34\.ffn_up_shexp\.weight$=q8_0
|
| 385 |
+
^blk\.34\.ssm_out\.weight$=q8_0
|
| 386 |
+
^blk\.35\.attn_k\.weight$=q8_0
|
| 387 |
+
^blk\.35\.attn_output\.weight$=q8_0
|
| 388 |
+
^blk\.35\.attn_q\.weight$=q8_0
|
| 389 |
+
^blk\.35\.attn_v\.weight$=q8_0
|
| 390 |
+
^blk\.35\.ffn_down_exps\.weight$=q5_k
|
| 391 |
+
^blk\.35\.ffn_down_shexp\.weight$=q8_0
|
| 392 |
+
^blk\.35\.ffn_gate_exps\.weight$=iq3_s
|
| 393 |
+
^blk\.35\.ffn_gate_shexp\.weight$=q8_0
|
| 394 |
+
^blk\.35\.ffn_up_exps\.weight$=q4_k
|
| 395 |
+
^blk\.35\.ffn_up_shexp\.weight$=q8_0
|
| 396 |
+
^blk\.36\.attn_gate\.weight$=q8_0
|
| 397 |
+
^blk\.36\.attn_qkv\.weight$=q6_k
|
| 398 |
+
^blk\.36\.ffn_down_exps\.weight$=q4_k
|
| 399 |
+
^blk\.36\.ffn_down_shexp\.weight$=q8_0
|
| 400 |
+
^blk\.36\.ffn_gate_exps\.weight$=iq3_s
|
| 401 |
+
^blk\.36\.ffn_gate_shexp\.weight$=q8_0
|
| 402 |
+
^blk\.36\.ffn_up_exps\.weight$=q4_k
|
| 403 |
+
^blk\.36\.ffn_up_shexp\.weight$=q8_0
|
| 404 |
+
^blk\.36\.ssm_out\.weight$=q8_0
|
| 405 |
+
^blk\.37\.attn_gate\.weight$=q8_0
|
| 406 |
+
^blk\.37\.attn_qkv\.weight$=q6_k
|
| 407 |
+
^blk\.37\.ffn_down_exps\.weight$=q4_k
|
| 408 |
+
^blk\.37\.ffn_down_shexp\.weight$=q8_0
|
| 409 |
+
^blk\.37\.ffn_gate_exps\.weight$=iq3_s
|
| 410 |
+
^blk\.37\.ffn_gate_shexp\.weight$=q8_0
|
| 411 |
+
^blk\.37\.ffn_up_exps\.weight$=q4_k
|
| 412 |
+
^blk\.37\.ffn_up_shexp\.weight$=q8_0
|
| 413 |
+
^blk\.37\.ssm_out\.weight$=q8_0
|
| 414 |
+
^blk\.38\.attn_gate\.weight$=q8_0
|
| 415 |
+
^blk\.38\.attn_qkv\.weight$=q6_k
|
| 416 |
+
^blk\.38\.ffn_down_exps\.weight$=q4_k
|
| 417 |
+
^blk\.38\.ffn_down_shexp\.weight$=q8_0
|
| 418 |
+
^blk\.38\.ffn_gate_exps\.weight$=iq3_s
|
| 419 |
+
^blk\.38\.ffn_gate_shexp\.weight$=q8_0
|
| 420 |
+
^blk\.38\.ffn_up_exps\.weight$=q4_k
|
| 421 |
+
^blk\.38\.ffn_up_shexp\.weight$=q8_0
|
| 422 |
+
^blk\.38\.ssm_out\.weight$=q8_0
|
| 423 |
+
^blk\.39\.attn_k\.weight$=q8_0
|
| 424 |
+
^blk\.39\.attn_output\.weight$=q8_0
|
| 425 |
+
^blk\.39\.attn_q\.weight$=q8_0
|
| 426 |
+
^blk\.39\.attn_v\.weight$=q8_0
|
| 427 |
+
^blk\.39\.ffn_down_exps\.weight$=q5_k
|
| 428 |
+
^blk\.39\.ffn_down_shexp\.weight$=q8_0
|
| 429 |
+
^blk\.39\.ffn_gate_exps\.weight$=q5_k
|
| 430 |
+
^blk\.39\.ffn_gate_shexp\.weight$=q8_0
|
| 431 |
+
^blk\.39\.ffn_up_exps\.weight$=q5_k
|
| 432 |
+
^blk\.39\.ffn_up_shexp\.weight$=q8_0
|
layouts/InternScience_MLExpert-IQ3_XS.layout.json
ADDED
|
@@ -0,0 +1,228 @@
|
|
|
|
|
|
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|
| 1 |
+
{
|
| 2 |
+
"model": "/media/m2teamgroup/models/MLExpert-GGUF/InternScience_MLExpert-bf16.gguf",
|
| 3 |
+
"imatrix": "/media/m2teamgroup/models/MLExpert-GGUF/InternScience_MLExpert-imatrix.gguf",
|
| 4 |
+
"ftype": "IQ3_XS",
|
| 5 |
+
"base_type": "iq3_s",
|
| 6 |
+
"family": "iq",
|
| 7 |
+
"recipe": "ident+crush",
|
| 8 |
+
"variant": "shr0.90+crush",
|
| 9 |
+
"auto_crush": true,
|
| 10 |
+
"rung_mode": "share",
|
| 11 |
+
"tier": "S",
|
| 12 |
+
"rung_share": 0.9,
|
| 13 |
+
"crush_pass_bytes": 16203120640,
|
| 14 |
+
"embd_shares": {
|
| 15 |
+
"output.weight": {
|
| 16 |
+
"share": 0.0257,
|
| 17 |
+
"type": "q8_0"
|
| 18 |
+
},
|
| 19 |
+
"token_embd.weight": {
|
| 20 |
+
"share": 0.0135,
|
| 21 |
+
"type": "q8_0"
|
| 22 |
+
}
|
| 23 |
+
},
|
| 24 |
+
"arch": "moe",
|
| 25 |
+
"tied": false,
|
| 26 |
+
"n_layer": 40,
|
| 27 |
+
"body_rule": true,
|
| 28 |
+
"pins": {
|
| 29 |
+
"^blk\\.0\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 30 |
+
"^blk\\.0\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 31 |
+
"^blk\\.1\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 32 |
+
"^blk\\.1\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 33 |
+
"^blk\\.2\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 34 |
+
"^blk\\.2\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 35 |
+
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|
| 36 |
+
"^blk\\.4\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 37 |
+
"^blk\\.5\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 38 |
+
"^blk\\.5\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 39 |
+
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|
| 40 |
+
"^blk\\.6\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 41 |
+
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|
| 42 |
+
"^blk\\.8\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 43 |
+
"^blk\\.9\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 44 |
+
"^blk\\.9\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 45 |
+
"^blk\\.10\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 46 |
+
"^blk\\.10\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 47 |
+
"^blk\\.12\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 48 |
+
"^blk\\.12\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 49 |
+
"^blk\\.13\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 50 |
+
"^blk\\.13\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 51 |
+
"^blk\\.14\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 52 |
+
"^blk\\.14\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 53 |
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"^blk\\.16\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 54 |
+
"^blk\\.16\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 55 |
+
"^blk\\.17\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 56 |
+
"^blk\\.17\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 57 |
+
"^blk\\.18\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 58 |
+
"^blk\\.18\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 59 |
+
"^blk\\.20\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 60 |
+
"^blk\\.20\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 61 |
+
"^blk\\.21\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 62 |
+
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|
| 63 |
+
"^blk\\.22\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 64 |
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"^blk\\.22\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 65 |
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"^blk\\.24\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 66 |
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|
| 67 |
+
"^blk\\.25\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 68 |
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|
| 69 |
+
"^blk\\.26\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 70 |
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"^blk\\.26\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 71 |
+
"^blk\\.28\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 72 |
+
"^blk\\.28\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 73 |
+
"^blk\\.29\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 74 |
+
"^blk\\.29\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 75 |
+
"^blk\\.30\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 76 |
+
"^blk\\.30\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 77 |
+
"^blk\\.32\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 78 |
+
"^blk\\.32\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 79 |
+
"^blk\\.33\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 80 |
+
"^blk\\.33\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 81 |
+
"^blk\\.34\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 82 |
+
"^blk\\.34\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 83 |
+
"^blk\\.36\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 84 |
+
"^blk\\.36\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 85 |
+
"^blk\\.37\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 86 |
+
"^blk\\.37\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 87 |
+
"^blk\\.38\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 88 |
+
"^blk\\.38\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32"
|
| 89 |
+
},
|
| 90 |
+
"shape_pins": {},
|
| 91 |
+
"fixed_pins": {
|
| 92 |
+
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|
| 93 |
+
"blk.0.ssm_beta.weight": "f32",
|
| 94 |
+
"blk.1.ssm_alpha.weight": "f32",
|
| 95 |
+
"blk.1.ssm_beta.weight": "f32",
|
| 96 |
+
"blk.2.ssm_alpha.weight": "f32",
|
| 97 |
+
"blk.2.ssm_beta.weight": "f32",
|
| 98 |
+
"blk.4.ssm_alpha.weight": "f32",
|
| 99 |
+
"blk.4.ssm_beta.weight": "f32",
|
| 100 |
+
"blk.5.ssm_alpha.weight": "f32",
|
| 101 |
+
"blk.5.ssm_beta.weight": "f32",
|
| 102 |
+
"blk.6.ssm_alpha.weight": "f32",
|
| 103 |
+
"blk.6.ssm_beta.weight": "f32",
|
| 104 |
+
"blk.8.ssm_alpha.weight": "f32",
|
| 105 |
+
"blk.8.ssm_beta.weight": "f32",
|
| 106 |
+
"blk.9.ssm_alpha.weight": "f32",
|
| 107 |
+
"blk.9.ssm_beta.weight": "f32",
|
| 108 |
+
"blk.10.ssm_alpha.weight": "f32",
|
| 109 |
+
"blk.10.ssm_beta.weight": "f32",
|
| 110 |
+
"blk.12.ssm_alpha.weight": "f32",
|
| 111 |
+
"blk.12.ssm_beta.weight": "f32",
|
| 112 |
+
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|
| 113 |
+
"blk.13.ssm_beta.weight": "f32",
|
| 114 |
+
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|
| 115 |
+
"blk.14.ssm_beta.weight": "f32",
|
| 116 |
+
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|
| 117 |
+
"blk.16.ssm_beta.weight": "f32",
|
| 118 |
+
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|
| 119 |
+
"blk.17.ssm_beta.weight": "f32",
|
| 120 |
+
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|
| 121 |
+
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|
| 122 |
+
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|
| 123 |
+
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|
| 124 |
+
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|
| 125 |
+
"blk.21.ssm_beta.weight": "f32",
|
| 126 |
+
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|
| 127 |
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|
| 128 |
+
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|
| 129 |
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|
| 130 |
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|
| 131 |
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|
| 132 |
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|
| 133 |
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|
| 134 |
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|
| 135 |
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|
| 136 |
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|
| 137 |
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"blk.29.ssm_beta.weight": "f32",
|
| 138 |
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|
| 139 |
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|
| 140 |
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|
| 141 |
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|
| 142 |
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|
| 143 |
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|
| 144 |
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|
| 145 |
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|
| 146 |
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|
| 147 |
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|
| 148 |
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|
| 149 |
+
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|
| 150 |
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|
| 151 |
+
"blk.38.ssm_beta.weight": "f32"
|
| 152 |
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},
|
| 153 |
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"embeddings": {
|
| 154 |
+
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|
| 155 |
+
"token_embd.weight": "q8_0"
|
| 156 |
+
},
|
| 157 |
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"bytes": {
|
| 158 |
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"heuristic_body+embd": 16103112704,
|
| 159 |
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"map_body+embd": 16203120640,
|
| 160 |
+
"ratio": 1.0062,
|
| 161 |
+
"note": "quantizable, unpinned tensors only; pinned/unquantized tensors are identical in both"
|
| 162 |
+
},
|
| 163 |
+
"body_base_share": 0.9,
|
| 164 |
+
"body_bpw": 3.599,
|
| 165 |
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|
| 166 |
+
"total_params": 34660610688,
|
| 167 |
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"file_bytes_pred": 16307702272,
|
| 168 |
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"file_bpw_pred": 3.764,
|
| 169 |
+
"histogram": {
|
| 170 |
+
"attn_gate": {
|
| 171 |
+
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|
| 172 |
+
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|
| 173 |
+
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|
| 174 |
+
},
|
| 175 |
+
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|
| 176 |
+
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|
| 177 |
+
},
|
| 178 |
+
"attn_output": {
|
| 179 |
+
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|
| 180 |
+
},
|
| 181 |
+
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|
| 182 |
+
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|
| 183 |
+
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|
| 184 |
+
},
|
| 185 |
+
"attn_qkv": {
|
| 186 |
+
"q5_k": 22,
|
| 187 |
+
"q6_k": 7,
|
| 188 |
+
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|
| 189 |
+
},
|
| 190 |
+
"attn_v": {
|
| 191 |
+
"q8_0": 10
|
| 192 |
+
},
|
| 193 |
+
"ffn_down_exps": {
|
| 194 |
+
"iq3_s": 39,
|
| 195 |
+
"q5_k": 1
|
| 196 |
+
},
|
| 197 |
+
"ffn_down_shexp": {
|
| 198 |
+
"q8_0": 40
|
| 199 |
+
},
|
| 200 |
+
"ffn_gate_exps": {
|
| 201 |
+
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|
| 202 |
+
},
|
| 203 |
+
"ffn_gate_shexp": {
|
| 204 |
+
"q8_0": 40
|
| 205 |
+
},
|
| 206 |
+
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|
| 207 |
+
"iq3_s": 39,
|
| 208 |
+
"q5_k": 1
|
| 209 |
+
},
|
| 210 |
+
"ffn_up_shexp": {
|
| 211 |
+
"q8_0": 40
|
| 212 |
+
},
|
| 213 |
+
"ssm_out": {
|
| 214 |
+
"q6_k": 22,
|
| 215 |
+
"q8_0": 8
|
| 216 |
+
}
|
| 217 |
+
},
|
| 218 |
+
"prior": "layout/prior.json",
|
| 219 |
+
"pin_rule": "floor",
|
| 220 |
+
"embd_cap": "heur",
|
| 221 |
+
"generator": "auto_quant_v2.layout",
|
| 222 |
+
"generator_key": "3bf8b43e20a68f0b",
|
| 223 |
+
"quant_type": "IQ3_XS",
|
| 224 |
+
"quantize_ftype": "IQ3_XS",
|
| 225 |
+
"llama_cpp_version": "b11716",
|
| 226 |
+
"unknown_kinds": {},
|
| 227 |
+
"commit": "0933d56cdc75d35ccd1973a9eebfe2cafbd935d5"
|
| 228 |
+
}
|
layouts/InternScience_MLExpert-IQ3_XS.tensor-types.txt
ADDED
|
@@ -0,0 +1,432 @@
|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
|
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|
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|
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|
|
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|
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|
|
|
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|
|
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|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
^blk\.0\.ssm_alpha\.weight$=f32
|
| 2 |
+
^blk\.0\.ssm_beta\.weight$=f32
|
| 3 |
+
^blk\.1\.ssm_alpha\.weight$=f32
|
| 4 |
+
^blk\.1\.ssm_beta\.weight$=f32
|
| 5 |
+
^blk\.2\.ssm_alpha\.weight$=f32
|
| 6 |
+
^blk\.2\.ssm_beta\.weight$=f32
|
| 7 |
+
^blk\.4\.ssm_alpha\.weight$=f32
|
| 8 |
+
^blk\.4\.ssm_beta\.weight$=f32
|
| 9 |
+
^blk\.5\.ssm_alpha\.weight$=f32
|
| 10 |
+
^blk\.5\.ssm_beta\.weight$=f32
|
| 11 |
+
^blk\.6\.ssm_alpha\.weight$=f32
|
| 12 |
+
^blk\.6\.ssm_beta\.weight$=f32
|
| 13 |
+
^blk\.8\.ssm_alpha\.weight$=f32
|
| 14 |
+
^blk\.8\.ssm_beta\.weight$=f32
|
| 15 |
+
^blk\.9\.ssm_alpha\.weight$=f32
|
| 16 |
+
^blk\.9\.ssm_beta\.weight$=f32
|
| 17 |
+
^blk\.10\.ssm_alpha\.weight$=f32
|
| 18 |
+
^blk\.10\.ssm_beta\.weight$=f32
|
| 19 |
+
^blk\.12\.ssm_alpha\.weight$=f32
|
| 20 |
+
^blk\.12\.ssm_beta\.weight$=f32
|
| 21 |
+
^blk\.13\.ssm_alpha\.weight$=f32
|
| 22 |
+
^blk\.13\.ssm_beta\.weight$=f32
|
| 23 |
+
^blk\.14\.ssm_alpha\.weight$=f32
|
| 24 |
+
^blk\.14\.ssm_beta\.weight$=f32
|
| 25 |
+
^blk\.16\.ssm_alpha\.weight$=f32
|
| 26 |
+
^blk\.16\.ssm_beta\.weight$=f32
|
| 27 |
+
^blk\.17\.ssm_alpha\.weight$=f32
|
| 28 |
+
^blk\.17\.ssm_beta\.weight$=f32
|
| 29 |
+
^blk\.18\.ssm_alpha\.weight$=f32
|
| 30 |
+
^blk\.18\.ssm_beta\.weight$=f32
|
| 31 |
+
^blk\.20\.ssm_alpha\.weight$=f32
|
| 32 |
+
^blk\.20\.ssm_beta\.weight$=f32
|
| 33 |
+
^blk\.21\.ssm_alpha\.weight$=f32
|
| 34 |
+
^blk\.21\.ssm_beta\.weight$=f32
|
| 35 |
+
^blk\.22\.ssm_alpha\.weight$=f32
|
| 36 |
+
^blk\.22\.ssm_beta\.weight$=f32
|
| 37 |
+
^blk\.24\.ssm_alpha\.weight$=f32
|
| 38 |
+
^blk\.24\.ssm_beta\.weight$=f32
|
| 39 |
+
^blk\.25\.ssm_alpha\.weight$=f32
|
| 40 |
+
^blk\.25\.ssm_beta\.weight$=f32
|
| 41 |
+
^blk\.26\.ssm_alpha\.weight$=f32
|
| 42 |
+
^blk\.26\.ssm_beta\.weight$=f32
|
| 43 |
+
^blk\.28\.ssm_alpha\.weight$=f32
|
| 44 |
+
^blk\.28\.ssm_beta\.weight$=f32
|
| 45 |
+
^blk\.29\.ssm_alpha\.weight$=f32
|
| 46 |
+
^blk\.29\.ssm_beta\.weight$=f32
|
| 47 |
+
^blk\.30\.ssm_alpha\.weight$=f32
|
| 48 |
+
^blk\.30\.ssm_beta\.weight$=f32
|
| 49 |
+
^blk\.32\.ssm_alpha\.weight$=f32
|
| 50 |
+
^blk\.32\.ssm_beta\.weight$=f32
|
| 51 |
+
^blk\.33\.ssm_alpha\.weight$=f32
|
| 52 |
+
^blk\.33\.ssm_beta\.weight$=f32
|
| 53 |
+
^blk\.34\.ssm_alpha\.weight$=f32
|
| 54 |
+
^blk\.34\.ssm_beta\.weight$=f32
|
| 55 |
+
^blk\.36\.ssm_alpha\.weight$=f32
|
| 56 |
+
^blk\.36\.ssm_beta\.weight$=f32
|
| 57 |
+
^blk\.37\.ssm_alpha\.weight$=f32
|
| 58 |
+
^blk\.37\.ssm_beta\.weight$=f32
|
| 59 |
+
^blk\.38\.ssm_alpha\.weight$=f32
|
| 60 |
+
^blk\.38\.ssm_beta\.weight$=f32
|
| 61 |
+
^output\.weight$=q8_0
|
| 62 |
+
^token_embd\.weight$=q8_0
|
| 63 |
+
^blk\.0\.attn_gate\.weight$=q8_0
|
| 64 |
+
^blk\.0\.attn_qkv\.weight$=q8_0
|
| 65 |
+
^blk\.0\.ffn_down_exps\.weight$=iq3_s
|
| 66 |
+
^blk\.0\.ffn_down_shexp\.weight$=q8_0
|
| 67 |
+
^blk\.0\.ffn_gate_exps\.weight$=iq3_s
|
| 68 |
+
^blk\.0\.ffn_gate_shexp\.weight$=q8_0
|
| 69 |
+
^blk\.0\.ffn_up_exps\.weight$=iq3_s
|
| 70 |
+
^blk\.0\.ffn_up_shexp\.weight$=q8_0
|
| 71 |
+
^blk\.0\.ssm_out\.weight$=q8_0
|
| 72 |
+
^blk\.1\.attn_gate\.weight$=q6_k
|
| 73 |
+
^blk\.1\.attn_qkv\.weight$=q6_k
|
| 74 |
+
^blk\.1\.ffn_down_exps\.weight$=iq3_s
|
| 75 |
+
^blk\.1\.ffn_down_shexp\.weight$=q8_0
|
| 76 |
+
^blk\.1\.ffn_gate_exps\.weight$=iq3_s
|
| 77 |
+
^blk\.1\.ffn_gate_shexp\.weight$=q8_0
|
| 78 |
+
^blk\.1\.ffn_up_exps\.weight$=iq3_s
|
| 79 |
+
^blk\.1\.ffn_up_shexp\.weight$=q8_0
|
| 80 |
+
^blk\.1\.ssm_out\.weight$=q8_0
|
| 81 |
+
^blk\.2\.attn_gate\.weight$=q6_k
|
| 82 |
+
^blk\.2\.attn_qkv\.weight$=q6_k
|
| 83 |
+
^blk\.2\.ffn_down_exps\.weight$=iq3_s
|
| 84 |
+
^blk\.2\.ffn_down_shexp\.weight$=q8_0
|
| 85 |
+
^blk\.2\.ffn_gate_exps\.weight$=iq3_s
|
| 86 |
+
^blk\.2\.ffn_gate_shexp\.weight$=q8_0
|
| 87 |
+
^blk\.2\.ffn_up_exps\.weight$=iq3_s
|
| 88 |
+
^blk\.2\.ffn_up_shexp\.weight$=q8_0
|
| 89 |
+
^blk\.2\.ssm_out\.weight$=q8_0
|
| 90 |
+
^blk\.3\.attn_k\.weight$=q8_0
|
| 91 |
+
^blk\.3\.attn_output\.weight$=q8_0
|
| 92 |
+
^blk\.3\.attn_q\.weight$=q5_k
|
| 93 |
+
^blk\.3\.attn_v\.weight$=q8_0
|
| 94 |
+
^blk\.3\.ffn_down_exps\.weight$=iq3_s
|
| 95 |
+
^blk\.3\.ffn_down_shexp\.weight$=q8_0
|
| 96 |
+
^blk\.3\.ffn_gate_exps\.weight$=iq3_s
|
| 97 |
+
^blk\.3\.ffn_gate_shexp\.weight$=q8_0
|
| 98 |
+
^blk\.3\.ffn_up_exps\.weight$=iq3_s
|
| 99 |
+
^blk\.3\.ffn_up_shexp\.weight$=q8_0
|
| 100 |
+
^blk\.4\.attn_gate\.weight$=q6_k
|
| 101 |
+
^blk\.4\.attn_qkv\.weight$=q6_k
|
| 102 |
+
^blk\.4\.ffn_down_exps\.weight$=iq3_s
|
| 103 |
+
^blk\.4\.ffn_down_shexp\.weight$=q8_0
|
| 104 |
+
^blk\.4\.ffn_gate_exps\.weight$=iq3_s
|
| 105 |
+
^blk\.4\.ffn_gate_shexp\.weight$=q8_0
|
| 106 |
+
^blk\.4\.ffn_up_exps\.weight$=iq3_s
|
| 107 |
+
^blk\.4\.ffn_up_shexp\.weight$=q8_0
|
| 108 |
+
^blk\.4\.ssm_out\.weight$=q8_0
|
| 109 |
+
^blk\.5\.attn_gate\.weight$=q6_k
|
| 110 |
+
^blk\.5\.attn_qkv\.weight$=q6_k
|
| 111 |
+
^blk\.5\.ffn_down_exps\.weight$=iq3_s
|
| 112 |
+
^blk\.5\.ffn_down_shexp\.weight$=q8_0
|
| 113 |
+
^blk\.5\.ffn_gate_exps\.weight$=iq3_s
|
| 114 |
+
^blk\.5\.ffn_gate_shexp\.weight$=q8_0
|
| 115 |
+
^blk\.5\.ffn_up_exps\.weight$=iq3_s
|
| 116 |
+
^blk\.5\.ffn_up_shexp\.weight$=q8_0
|
| 117 |
+
^blk\.5\.ssm_out\.weight$=q8_0
|
| 118 |
+
^blk\.6\.attn_gate\.weight$=q6_k
|
| 119 |
+
^blk\.6\.attn_qkv\.weight$=q6_k
|
| 120 |
+
^blk\.6\.ffn_down_exps\.weight$=iq3_s
|
| 121 |
+
^blk\.6\.ffn_down_shexp\.weight$=q8_0
|
| 122 |
+
^blk\.6\.ffn_gate_exps\.weight$=iq3_s
|
| 123 |
+
^blk\.6\.ffn_gate_shexp\.weight$=q8_0
|
| 124 |
+
^blk\.6\.ffn_up_exps\.weight$=iq3_s
|
| 125 |
+
^blk\.6\.ffn_up_shexp\.weight$=q8_0
|
| 126 |
+
^blk\.6\.ssm_out\.weight$=q8_0
|
| 127 |
+
^blk\.7\.attn_k\.weight$=q8_0
|
| 128 |
+
^blk\.7\.attn_output\.weight$=q8_0
|
| 129 |
+
^blk\.7\.attn_q\.weight$=q5_k
|
| 130 |
+
^blk\.7\.attn_v\.weight$=q8_0
|
| 131 |
+
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|
| 132 |
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|
| 133 |
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^blk\.7\.ffn_gate_exps\.weight$=iq3_s
|
| 134 |
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|
| 135 |
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|
| 136 |
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|
| 137 |
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|
| 138 |
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|
| 139 |
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|
| 140 |
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|
| 141 |
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|
| 142 |
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|
| 143 |
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|
| 144 |
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|
| 145 |
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|
| 146 |
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|
| 147 |
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^blk\.9\.attn_qkv\.weight$=q6_k
|
| 148 |
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|
| 149 |
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|
| 150 |
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|
| 151 |
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|
| 152 |
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|
| 153 |
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|
| 154 |
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|
| 155 |
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|
| 156 |
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|
| 157 |
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|
| 158 |
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|
| 159 |
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|
| 160 |
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|
| 161 |
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|
| 162 |
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|
| 163 |
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|
| 164 |
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|
| 165 |
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|
| 166 |
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|
| 167 |
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|
| 168 |
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|
| 169 |
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|
| 170 |
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|
| 171 |
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|
| 172 |
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|
| 173 |
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|
| 174 |
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|
| 175 |
+
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|
| 176 |
+
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|
| 177 |
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|
| 178 |
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|
| 179 |
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|
| 180 |
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|
| 181 |
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|
| 182 |
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|
| 183 |
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|
| 184 |
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|
| 185 |
+
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|
| 186 |
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|
| 187 |
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|
| 188 |
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|
| 189 |
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|
| 190 |
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|
| 191 |
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|
| 192 |
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|
| 193 |
+
^blk\.14\.attn_qkv\.weight$=q5_k
|
| 194 |
+
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|
| 195 |
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|
| 196 |
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|
| 197 |
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|
| 198 |
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|
| 199 |
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|
| 200 |
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|
| 201 |
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|
| 202 |
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|
| 203 |
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|
| 204 |
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|
| 205 |
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|
| 206 |
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|
| 207 |
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|
| 208 |
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|
| 209 |
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|
| 210 |
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|
| 211 |
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|
| 212 |
+
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|
| 213 |
+
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|
| 214 |
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|
| 215 |
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|
| 216 |
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|
| 217 |
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|
| 218 |
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|
| 219 |
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|
| 220 |
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|
| 221 |
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|
| 222 |
+
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|
| 223 |
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|
| 224 |
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|
| 225 |
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|
| 226 |
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|
| 227 |
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|
| 228 |
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|
| 229 |
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|
| 230 |
+
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|
| 231 |
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|
| 232 |
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|
| 233 |
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|
| 234 |
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|
| 235 |
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|
| 236 |
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|
| 237 |
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|
| 238 |
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|
| 239 |
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|
| 240 |
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|
| 241 |
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|
| 242 |
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|
| 243 |
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|
| 244 |
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|
| 245 |
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|
| 246 |
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|
| 247 |
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|
| 248 |
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|
| 249 |
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|
| 250 |
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|
| 251 |
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|
| 252 |
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|
| 253 |
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|
| 254 |
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|
| 255 |
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|
| 256 |
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|
| 257 |
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|
| 258 |
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|
| 259 |
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|
| 260 |
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|
| 261 |
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|
| 262 |
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|
| 263 |
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|
| 264 |
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|
| 265 |
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|
| 266 |
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|
| 267 |
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|
| 268 |
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|
| 269 |
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|
| 270 |
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|
| 271 |
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|
| 272 |
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|
| 273 |
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|
| 274 |
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|
| 275 |
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|
| 276 |
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|
| 277 |
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|
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|
| 279 |
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|
| 280 |
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|
| 281 |
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|
| 282 |
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|
| 283 |
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|
| 284 |
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|
| 285 |
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|
| 286 |
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|
| 287 |
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|
| 288 |
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|
| 289 |
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|
| 290 |
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|
| 291 |
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|
| 292 |
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|
| 293 |
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|
| 294 |
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|
| 295 |
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|
| 296 |
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|
| 297 |
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|
| 298 |
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|
| 299 |
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|
| 300 |
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|
| 301 |
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|
| 302 |
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|
| 303 |
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|
| 304 |
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|
| 305 |
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|
| 306 |
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|
| 307 |
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|
| 308 |
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|
| 309 |
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|
| 310 |
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|
| 311 |
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|
| 312 |
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|
| 313 |
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|
| 314 |
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|
| 315 |
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|
| 316 |
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|
| 317 |
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|
| 318 |
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|
| 319 |
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|
| 320 |
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|
| 321 |
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|
| 322 |
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|
| 323 |
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|
| 324 |
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|
| 325 |
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|
| 326 |
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|
| 327 |
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|
| 328 |
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|
| 329 |
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|
| 330 |
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|
| 331 |
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|
| 332 |
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|
| 333 |
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|
| 334 |
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|
| 335 |
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|
| 336 |
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|
| 337 |
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|
| 338 |
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|
| 339 |
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|
| 340 |
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|
| 341 |
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|
| 342 |
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|
| 343 |
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|
| 344 |
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|
| 345 |
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|
| 346 |
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|
| 347 |
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|
| 348 |
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|
| 349 |
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|
| 350 |
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|
| 351 |
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|
| 352 |
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|
| 353 |
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|
| 354 |
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|
| 355 |
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|
| 356 |
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|
| 357 |
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|
| 358 |
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|
| 359 |
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|
| 360 |
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|
| 361 |
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|
| 362 |
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|
| 363 |
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|
| 364 |
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|
| 365 |
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|
| 366 |
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|
| 367 |
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|
| 368 |
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|
| 369 |
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|
| 370 |
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|
| 371 |
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|
| 372 |
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|
| 373 |
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|
| 374 |
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|
| 375 |
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|
| 376 |
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|
| 377 |
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|
| 378 |
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|
| 379 |
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|
| 380 |
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|
| 381 |
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|
| 382 |
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|
| 383 |
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|
| 384 |
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|
| 385 |
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|
| 386 |
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|
| 387 |
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|
| 388 |
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|
| 389 |
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|
| 390 |
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|
| 391 |
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|
| 392 |
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|
| 393 |
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|
| 394 |
+
^blk\.35\.ffn_up_exps\.weight$=iq3_s
|
| 395 |
+
^blk\.35\.ffn_up_shexp\.weight$=q8_0
|
| 396 |
+
^blk\.36\.attn_gate\.weight$=q5_k
|
| 397 |
+
^blk\.36\.attn_qkv\.weight$=q5_k
|
| 398 |
+
^blk\.36\.ffn_down_exps\.weight$=iq3_s
|
| 399 |
+
^blk\.36\.ffn_down_shexp\.weight$=q8_0
|
| 400 |
+
^blk\.36\.ffn_gate_exps\.weight$=iq3_s
|
| 401 |
+
^blk\.36\.ffn_gate_shexp\.weight$=q8_0
|
| 402 |
+
^blk\.36\.ffn_up_exps\.weight$=iq3_s
|
| 403 |
+
^blk\.36\.ffn_up_shexp\.weight$=q8_0
|
| 404 |
+
^blk\.36\.ssm_out\.weight$=q6_k
|
| 405 |
+
^blk\.37\.attn_gate\.weight$=q5_k
|
| 406 |
+
^blk\.37\.attn_qkv\.weight$=q5_k
|
| 407 |
+
^blk\.37\.ffn_down_exps\.weight$=iq3_s
|
| 408 |
+
^blk\.37\.ffn_down_shexp\.weight$=q8_0
|
| 409 |
+
^blk\.37\.ffn_gate_exps\.weight$=iq3_s
|
| 410 |
+
^blk\.37\.ffn_gate_shexp\.weight$=q8_0
|
| 411 |
+
^blk\.37\.ffn_up_exps\.weight$=iq3_s
|
| 412 |
+
^blk\.37\.ffn_up_shexp\.weight$=q8_0
|
| 413 |
+
^blk\.37\.ssm_out\.weight$=q6_k
|
| 414 |
+
^blk\.38\.attn_gate\.weight$=q5_k
|
| 415 |
+
^blk\.38\.attn_qkv\.weight$=q5_k
|
| 416 |
+
^blk\.38\.ffn_down_exps\.weight$=iq3_s
|
| 417 |
+
^blk\.38\.ffn_down_shexp\.weight$=q8_0
|
| 418 |
+
^blk\.38\.ffn_gate_exps\.weight$=iq3_s
|
| 419 |
+
^blk\.38\.ffn_gate_shexp\.weight$=q8_0
|
| 420 |
+
^blk\.38\.ffn_up_exps\.weight$=iq3_s
|
| 421 |
+
^blk\.38\.ffn_up_shexp\.weight$=q8_0
|
| 422 |
+
^blk\.38\.ssm_out\.weight$=q6_k
|
| 423 |
+
^blk\.39\.attn_k\.weight$=q8_0
|
| 424 |
+
^blk\.39\.attn_output\.weight$=q8_0
|
| 425 |
+
^blk\.39\.attn_q\.weight$=q6_k
|
| 426 |
+
^blk\.39\.attn_v\.weight$=q8_0
|
| 427 |
+
^blk\.39\.ffn_down_exps\.weight$=q5_k
|
| 428 |
+
^blk\.39\.ffn_down_shexp\.weight$=q8_0
|
| 429 |
+
^blk\.39\.ffn_gate_exps\.weight$=iq3_s
|
| 430 |
+
^blk\.39\.ffn_gate_shexp\.weight$=q8_0
|
| 431 |
+
^blk\.39\.ffn_up_exps\.weight$=q5_k
|
| 432 |
+
^blk\.39\.ffn_up_shexp\.weight$=q8_0
|
layouts/InternScience_MLExpert-IQ3_XXS.layout.json
ADDED
|
@@ -0,0 +1,231 @@
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"model": "/media/m2teamgroup/models/MLExpert-GGUF/InternScience_MLExpert-bf16.gguf",
|
| 3 |
+
"imatrix": "/media/m2teamgroup/models/MLExpert-GGUF/InternScience_MLExpert-imatrix.gguf",
|
| 4 |
+
"ftype": "IQ3_XXS",
|
| 5 |
+
"base_type": "iq3_xxs",
|
| 6 |
+
"family": "iq",
|
| 7 |
+
"recipe": "ident+crush",
|
| 8 |
+
"variant": "shr0.70+crush",
|
| 9 |
+
"auto_crush": true,
|
| 10 |
+
"rung_mode": "share",
|
| 11 |
+
"tier": "M",
|
| 12 |
+
"rung_share": 0.7,
|
| 13 |
+
"crush_pass_bytes": 15613165568,
|
| 14 |
+
"embd_shares": {
|
| 15 |
+
"output.weight": {
|
| 16 |
+
"share": 0.0235,
|
| 17 |
+
"type": "q8_0"
|
| 18 |
+
},
|
| 19 |
+
"token_embd.weight": {
|
| 20 |
+
"share": 0.0147,
|
| 21 |
+
"type": "q8_0"
|
| 22 |
+
}
|
| 23 |
+
},
|
| 24 |
+
"arch": "moe",
|
| 25 |
+
"tied": false,
|
| 26 |
+
"n_layer": 40,
|
| 27 |
+
"body_rule": true,
|
| 28 |
+
"pins": {
|
| 29 |
+
"^blk\\.0\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 30 |
+
"^blk\\.0\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 31 |
+
"^blk\\.1\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 32 |
+
"^blk\\.1\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 33 |
+
"^blk\\.2\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 34 |
+
"^blk\\.2\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 35 |
+
"^blk\\.4\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 36 |
+
"^blk\\.4\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 37 |
+
"^blk\\.5\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 38 |
+
"^blk\\.5\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 39 |
+
"^blk\\.6\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 40 |
+
"^blk\\.6\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 41 |
+
"^blk\\.8\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 42 |
+
"^blk\\.8\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 43 |
+
"^blk\\.9\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 44 |
+
"^blk\\.9\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 45 |
+
"^blk\\.10\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 46 |
+
"^blk\\.10\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 47 |
+
"^blk\\.12\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 48 |
+
"^blk\\.12\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 49 |
+
"^blk\\.13\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 50 |
+
"^blk\\.13\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 51 |
+
"^blk\\.14\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 52 |
+
"^blk\\.14\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 53 |
+
"^blk\\.16\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 54 |
+
"^blk\\.16\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 55 |
+
"^blk\\.17\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 56 |
+
"^blk\\.17\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 57 |
+
"^blk\\.18\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 58 |
+
"^blk\\.18\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 59 |
+
"^blk\\.20\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 60 |
+
"^blk\\.20\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 61 |
+
"^blk\\.21\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 62 |
+
"^blk\\.21\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 63 |
+
"^blk\\.22\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 64 |
+
"^blk\\.22\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 65 |
+
"^blk\\.24\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 66 |
+
"^blk\\.24\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 67 |
+
"^blk\\.25\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 68 |
+
"^blk\\.25\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 69 |
+
"^blk\\.26\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 70 |
+
"^blk\\.26\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 71 |
+
"^blk\\.28\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 72 |
+
"^blk\\.28\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 73 |
+
"^blk\\.29\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 74 |
+
"^blk\\.29\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 75 |
+
"^blk\\.30\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 76 |
+
"^blk\\.30\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 77 |
+
"^blk\\.32\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 78 |
+
"^blk\\.32\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 79 |
+
"^blk\\.33\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 80 |
+
"^blk\\.33\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 81 |
+
"^blk\\.34\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 82 |
+
"^blk\\.34\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 83 |
+
"^blk\\.36\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 84 |
+
"^blk\\.36\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 85 |
+
"^blk\\.37\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 86 |
+
"^blk\\.37\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 87 |
+
"^blk\\.38\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 88 |
+
"^blk\\.38\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32"
|
| 89 |
+
},
|
| 90 |
+
"shape_pins": {},
|
| 91 |
+
"fixed_pins": {
|
| 92 |
+
"blk.0.ssm_alpha.weight": "f32",
|
| 93 |
+
"blk.0.ssm_beta.weight": "f32",
|
| 94 |
+
"blk.1.ssm_alpha.weight": "f32",
|
| 95 |
+
"blk.1.ssm_beta.weight": "f32",
|
| 96 |
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"blk.2.ssm_alpha.weight": "f32",
|
| 97 |
+
"blk.2.ssm_beta.weight": "f32",
|
| 98 |
+
"blk.4.ssm_alpha.weight": "f32",
|
| 99 |
+
"blk.4.ssm_beta.weight": "f32",
|
| 100 |
+
"blk.5.ssm_alpha.weight": "f32",
|
| 101 |
+
"blk.5.ssm_beta.weight": "f32",
|
| 102 |
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"blk.6.ssm_alpha.weight": "f32",
|
| 103 |
+
"blk.6.ssm_beta.weight": "f32",
|
| 104 |
+
"blk.8.ssm_alpha.weight": "f32",
|
| 105 |
+
"blk.8.ssm_beta.weight": "f32",
|
| 106 |
+
"blk.9.ssm_alpha.weight": "f32",
|
| 107 |
+
"blk.9.ssm_beta.weight": "f32",
|
| 108 |
+
"blk.10.ssm_alpha.weight": "f32",
|
| 109 |
+
"blk.10.ssm_beta.weight": "f32",
|
| 110 |
+
"blk.12.ssm_alpha.weight": "f32",
|
| 111 |
+
"blk.12.ssm_beta.weight": "f32",
|
| 112 |
+
"blk.13.ssm_alpha.weight": "f32",
|
| 113 |
+
"blk.13.ssm_beta.weight": "f32",
|
| 114 |
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"blk.14.ssm_alpha.weight": "f32",
|
| 115 |
+
"blk.14.ssm_beta.weight": "f32",
|
| 116 |
+
"blk.16.ssm_alpha.weight": "f32",
|
| 117 |
+
"blk.16.ssm_beta.weight": "f32",
|
| 118 |
+
"blk.17.ssm_alpha.weight": "f32",
|
| 119 |
+
"blk.17.ssm_beta.weight": "f32",
|
| 120 |
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"blk.18.ssm_alpha.weight": "f32",
|
| 121 |
+
"blk.18.ssm_beta.weight": "f32",
|
| 122 |
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"blk.20.ssm_alpha.weight": "f32",
|
| 123 |
+
"blk.20.ssm_beta.weight": "f32",
|
| 124 |
+
"blk.21.ssm_alpha.weight": "f32",
|
| 125 |
+
"blk.21.ssm_beta.weight": "f32",
|
| 126 |
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"blk.22.ssm_alpha.weight": "f32",
|
| 127 |
+
"blk.22.ssm_beta.weight": "f32",
|
| 128 |
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"blk.24.ssm_alpha.weight": "f32",
|
| 129 |
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"blk.24.ssm_beta.weight": "f32",
|
| 130 |
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"blk.25.ssm_alpha.weight": "f32",
|
| 131 |
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"blk.25.ssm_beta.weight": "f32",
|
| 132 |
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"blk.26.ssm_alpha.weight": "f32",
|
| 133 |
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"blk.26.ssm_beta.weight": "f32",
|
| 134 |
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"blk.28.ssm_alpha.weight": "f32",
|
| 135 |
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"blk.28.ssm_beta.weight": "f32",
|
| 136 |
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"blk.29.ssm_alpha.weight": "f32",
|
| 137 |
+
"blk.29.ssm_beta.weight": "f32",
|
| 138 |
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"blk.30.ssm_alpha.weight": "f32",
|
| 139 |
+
"blk.30.ssm_beta.weight": "f32",
|
| 140 |
+
"blk.32.ssm_alpha.weight": "f32",
|
| 141 |
+
"blk.32.ssm_beta.weight": "f32",
|
| 142 |
+
"blk.33.ssm_alpha.weight": "f32",
|
| 143 |
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"blk.33.ssm_beta.weight": "f32",
|
| 144 |
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"blk.34.ssm_alpha.weight": "f32",
|
| 145 |
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"blk.34.ssm_beta.weight": "f32",
|
| 146 |
+
"blk.36.ssm_alpha.weight": "f32",
|
| 147 |
+
"blk.36.ssm_beta.weight": "f32",
|
| 148 |
+
"blk.37.ssm_alpha.weight": "f32",
|
| 149 |
+
"blk.37.ssm_beta.weight": "f32",
|
| 150 |
+
"blk.38.ssm_alpha.weight": "f32",
|
| 151 |
+
"blk.38.ssm_beta.weight": "f32"
|
| 152 |
+
},
|
| 153 |
+
"embeddings": {
|
| 154 |
+
"output.weight": "q8_0",
|
| 155 |
+
"token_embd.weight": "q8_0"
|
| 156 |
+
},
|
| 157 |
+
"bytes": {
|
| 158 |
+
"heuristic_body+embd": 14755258368,
|
| 159 |
+
"map_body+embd": 15466102784,
|
| 160 |
+
"ratio": 1.0482,
|
| 161 |
+
"note": "quantizable, unpinned tensors only; pinned/unquantized tensors are identical in both"
|
| 162 |
+
},
|
| 163 |
+
"body_base_share": 0.7,
|
| 164 |
+
"body_bpw": 3.423,
|
| 165 |
+
"body_bpw_heuristic": 3.376,
|
| 166 |
+
"total_params": 34660610688,
|
| 167 |
+
"file_bytes_pred": 15570684416,
|
| 168 |
+
"file_bpw_pred": 3.594,
|
| 169 |
+
"histogram": {
|
| 170 |
+
"attn_gate": {
|
| 171 |
+
"q5_k": 21,
|
| 172 |
+
"q6_k": 8,
|
| 173 |
+
"q8_0": 1
|
| 174 |
+
},
|
| 175 |
+
"attn_k": {
|
| 176 |
+
"q8_0": 10
|
| 177 |
+
},
|
| 178 |
+
"attn_output": {
|
| 179 |
+
"q8_0": 10
|
| 180 |
+
},
|
| 181 |
+
"attn_q": {
|
| 182 |
+
"q5_k": 9,
|
| 183 |
+
"q6_k": 1
|
| 184 |
+
},
|
| 185 |
+
"attn_qkv": {
|
| 186 |
+
"q5_k": 27,
|
| 187 |
+
"q6_k": 2,
|
| 188 |
+
"q8_0": 1
|
| 189 |
+
},
|
| 190 |
+
"attn_v": {
|
| 191 |
+
"q8_0": 10
|
| 192 |
+
},
|
| 193 |
+
"ffn_down_exps": {
|
| 194 |
+
"iq3_xxs": 30,
|
| 195 |
+
"iq4_xs": 9,
|
| 196 |
+
"q5_k": 1
|
| 197 |
+
},
|
| 198 |
+
"ffn_down_shexp": {
|
| 199 |
+
"q8_0": 40
|
| 200 |
+
},
|
| 201 |
+
"ffn_gate_exps": {
|
| 202 |
+
"iq3_xxs": 39,
|
| 203 |
+
"iq4_xs": 1
|
| 204 |
+
},
|
| 205 |
+
"ffn_gate_shexp": {
|
| 206 |
+
"q8_0": 40
|
| 207 |
+
},
|
| 208 |
+
"ffn_up_exps": {
|
| 209 |
+
"iq3_xxs": 29,
|
| 210 |
+
"iq4_xs": 10,
|
| 211 |
+
"q4_k": 1
|
| 212 |
+
},
|
| 213 |
+
"ffn_up_shexp": {
|
| 214 |
+
"q8_0": 40
|
| 215 |
+
},
|
| 216 |
+
"ssm_out": {
|
| 217 |
+
"q6_k": 22,
|
| 218 |
+
"q8_0": 8
|
| 219 |
+
}
|
| 220 |
+
},
|
| 221 |
+
"prior": "layout/prior.json",
|
| 222 |
+
"pin_rule": "floor",
|
| 223 |
+
"embd_cap": "heur",
|
| 224 |
+
"generator": "auto_quant_v2.layout",
|
| 225 |
+
"generator_key": "3bf8b43e20a68f0b",
|
| 226 |
+
"quant_type": "IQ3_XXS",
|
| 227 |
+
"quantize_ftype": "IQ3_XXS",
|
| 228 |
+
"llama_cpp_version": "b11716",
|
| 229 |
+
"unknown_kinds": {},
|
| 230 |
+
"commit": "c3c0369c7e82d7b49e1472fe453a182650282f2d"
|
| 231 |
+
}
|
layouts/InternScience_MLExpert-IQ3_XXS.tensor-types.txt
ADDED
|
@@ -0,0 +1,432 @@
|
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|
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|
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|
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|
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|
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|
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|
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|
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|
|
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|
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|
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|
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|
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|
|
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|
|
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|
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|
|
|
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|
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|
|
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|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
^blk\.0\.ssm_alpha\.weight$=f32
|
| 2 |
+
^blk\.0\.ssm_beta\.weight$=f32
|
| 3 |
+
^blk\.1\.ssm_alpha\.weight$=f32
|
| 4 |
+
^blk\.1\.ssm_beta\.weight$=f32
|
| 5 |
+
^blk\.2\.ssm_alpha\.weight$=f32
|
| 6 |
+
^blk\.2\.ssm_beta\.weight$=f32
|
| 7 |
+
^blk\.4\.ssm_alpha\.weight$=f32
|
| 8 |
+
^blk\.4\.ssm_beta\.weight$=f32
|
| 9 |
+
^blk\.5\.ssm_alpha\.weight$=f32
|
| 10 |
+
^blk\.5\.ssm_beta\.weight$=f32
|
| 11 |
+
^blk\.6\.ssm_alpha\.weight$=f32
|
| 12 |
+
^blk\.6\.ssm_beta\.weight$=f32
|
| 13 |
+
^blk\.8\.ssm_alpha\.weight$=f32
|
| 14 |
+
^blk\.8\.ssm_beta\.weight$=f32
|
| 15 |
+
^blk\.9\.ssm_alpha\.weight$=f32
|
| 16 |
+
^blk\.9\.ssm_beta\.weight$=f32
|
| 17 |
+
^blk\.10\.ssm_alpha\.weight$=f32
|
| 18 |
+
^blk\.10\.ssm_beta\.weight$=f32
|
| 19 |
+
^blk\.12\.ssm_alpha\.weight$=f32
|
| 20 |
+
^blk\.12\.ssm_beta\.weight$=f32
|
| 21 |
+
^blk\.13\.ssm_alpha\.weight$=f32
|
| 22 |
+
^blk\.13\.ssm_beta\.weight$=f32
|
| 23 |
+
^blk\.14\.ssm_alpha\.weight$=f32
|
| 24 |
+
^blk\.14\.ssm_beta\.weight$=f32
|
| 25 |
+
^blk\.16\.ssm_alpha\.weight$=f32
|
| 26 |
+
^blk\.16\.ssm_beta\.weight$=f32
|
| 27 |
+
^blk\.17\.ssm_alpha\.weight$=f32
|
| 28 |
+
^blk\.17\.ssm_beta\.weight$=f32
|
| 29 |
+
^blk\.18\.ssm_alpha\.weight$=f32
|
| 30 |
+
^blk\.18\.ssm_beta\.weight$=f32
|
| 31 |
+
^blk\.20\.ssm_alpha\.weight$=f32
|
| 32 |
+
^blk\.20\.ssm_beta\.weight$=f32
|
| 33 |
+
^blk\.21\.ssm_alpha\.weight$=f32
|
| 34 |
+
^blk\.21\.ssm_beta\.weight$=f32
|
| 35 |
+
^blk\.22\.ssm_alpha\.weight$=f32
|
| 36 |
+
^blk\.22\.ssm_beta\.weight$=f32
|
| 37 |
+
^blk\.24\.ssm_alpha\.weight$=f32
|
| 38 |
+
^blk\.24\.ssm_beta\.weight$=f32
|
| 39 |
+
^blk\.25\.ssm_alpha\.weight$=f32
|
| 40 |
+
^blk\.25\.ssm_beta\.weight$=f32
|
| 41 |
+
^blk\.26\.ssm_alpha\.weight$=f32
|
| 42 |
+
^blk\.26\.ssm_beta\.weight$=f32
|
| 43 |
+
^blk\.28\.ssm_alpha\.weight$=f32
|
| 44 |
+
^blk\.28\.ssm_beta\.weight$=f32
|
| 45 |
+
^blk\.29\.ssm_alpha\.weight$=f32
|
| 46 |
+
^blk\.29\.ssm_beta\.weight$=f32
|
| 47 |
+
^blk\.30\.ssm_alpha\.weight$=f32
|
| 48 |
+
^blk\.30\.ssm_beta\.weight$=f32
|
| 49 |
+
^blk\.32\.ssm_alpha\.weight$=f32
|
| 50 |
+
^blk\.32\.ssm_beta\.weight$=f32
|
| 51 |
+
^blk\.33\.ssm_alpha\.weight$=f32
|
| 52 |
+
^blk\.33\.ssm_beta\.weight$=f32
|
| 53 |
+
^blk\.34\.ssm_alpha\.weight$=f32
|
| 54 |
+
^blk\.34\.ssm_beta\.weight$=f32
|
| 55 |
+
^blk\.36\.ssm_alpha\.weight$=f32
|
| 56 |
+
^blk\.36\.ssm_beta\.weight$=f32
|
| 57 |
+
^blk\.37\.ssm_alpha\.weight$=f32
|
| 58 |
+
^blk\.37\.ssm_beta\.weight$=f32
|
| 59 |
+
^blk\.38\.ssm_alpha\.weight$=f32
|
| 60 |
+
^blk\.38\.ssm_beta\.weight$=f32
|
| 61 |
+
^output\.weight$=q8_0
|
| 62 |
+
^token_embd\.weight$=q8_0
|
| 63 |
+
^blk\.0\.attn_gate\.weight$=q8_0
|
| 64 |
+
^blk\.0\.attn_qkv\.weight$=q8_0
|
| 65 |
+
^blk\.0\.ffn_down_exps\.weight$=iq4_xs
|
| 66 |
+
^blk\.0\.ffn_down_shexp\.weight$=q8_0
|
| 67 |
+
^blk\.0\.ffn_gate_exps\.weight$=iq3_xxs
|
| 68 |
+
^blk\.0\.ffn_gate_shexp\.weight$=q8_0
|
| 69 |
+
^blk\.0\.ffn_up_exps\.weight$=iq4_xs
|
| 70 |
+
^blk\.0\.ffn_up_shexp\.weight$=q8_0
|
| 71 |
+
^blk\.0\.ssm_out\.weight$=q8_0
|
| 72 |
+
^blk\.1\.attn_gate\.weight$=q6_k
|
| 73 |
+
^blk\.1\.attn_qkv\.weight$=q6_k
|
| 74 |
+
^blk\.1\.ffn_down_exps\.weight$=iq4_xs
|
| 75 |
+
^blk\.1\.ffn_down_shexp\.weight$=q8_0
|
| 76 |
+
^blk\.1\.ffn_gate_exps\.weight$=iq3_xxs
|
| 77 |
+
^blk\.1\.ffn_gate_shexp\.weight$=q8_0
|
| 78 |
+
^blk\.1\.ffn_up_exps\.weight$=iq4_xs
|
| 79 |
+
^blk\.1\.ffn_up_shexp\.weight$=q8_0
|
| 80 |
+
^blk\.1\.ssm_out\.weight$=q8_0
|
| 81 |
+
^blk\.2\.attn_gate\.weight$=q6_k
|
| 82 |
+
^blk\.2\.attn_qkv\.weight$=q6_k
|
| 83 |
+
^blk\.2\.ffn_down_exps\.weight$=iq4_xs
|
| 84 |
+
^blk\.2\.ffn_down_shexp\.weight$=q8_0
|
| 85 |
+
^blk\.2\.ffn_gate_exps\.weight$=iq3_xxs
|
| 86 |
+
^blk\.2\.ffn_gate_shexp\.weight$=q8_0
|
| 87 |
+
^blk\.2\.ffn_up_exps\.weight$=iq4_xs
|
| 88 |
+
^blk\.2\.ffn_up_shexp\.weight$=q8_0
|
| 89 |
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^blk\.2\.ssm_out\.weight$=q8_0
|
| 90 |
+
^blk\.3\.attn_k\.weight$=q8_0
|
| 91 |
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^blk\.3\.attn_output\.weight$=q8_0
|
| 92 |
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|
| 93 |
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|
| 94 |
+
^blk\.3\.ffn_down_exps\.weight$=iq4_xs
|
| 95 |
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^blk\.3\.ffn_down_shexp\.weight$=q8_0
|
| 96 |
+
^blk\.3\.ffn_gate_exps\.weight$=iq3_xxs
|
| 97 |
+
^blk\.3\.ffn_gate_shexp\.weight$=q8_0
|
| 98 |
+
^blk\.3\.ffn_up_exps\.weight$=iq4_xs
|
| 99 |
+
^blk\.3\.ffn_up_shexp\.weight$=q8_0
|
| 100 |
+
^blk\.4\.attn_gate\.weight$=q6_k
|
| 101 |
+
^blk\.4\.attn_qkv\.weight$=q5_k
|
| 102 |
+
^blk\.4\.ffn_down_exps\.weight$=iq4_xs
|
| 103 |
+
^blk\.4\.ffn_down_shexp\.weight$=q8_0
|
| 104 |
+
^blk\.4\.ffn_gate_exps\.weight$=iq3_xxs
|
| 105 |
+
^blk\.4\.ffn_gate_shexp\.weight$=q8_0
|
| 106 |
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^blk\.4\.ffn_up_exps\.weight$=iq4_xs
|
| 107 |
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^blk\.4\.ffn_up_shexp\.weight$=q8_0
|
| 108 |
+
^blk\.4\.ssm_out\.weight$=q8_0
|
| 109 |
+
^blk\.5\.attn_gate\.weight$=q6_k
|
| 110 |
+
^blk\.5\.attn_qkv\.weight$=q5_k
|
| 111 |
+
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|
| 112 |
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|
| 113 |
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^blk\.5\.ffn_gate_exps\.weight$=iq3_xxs
|
| 114 |
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|
| 115 |
+
^blk\.5\.ffn_up_exps\.weight$=iq4_xs
|
| 116 |
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|
| 117 |
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|
| 118 |
+
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|
| 119 |
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^blk\.6\.attn_qkv\.weight$=q5_k
|
| 120 |
+
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|
| 121 |
+
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|
| 122 |
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^blk\.6\.ffn_gate_exps\.weight$=iq3_xxs
|
| 123 |
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|
| 124 |
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^blk\.6\.ffn_up_exps\.weight$=iq4_xs
|
| 125 |
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|
| 126 |
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|
| 127 |
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|
| 128 |
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|
| 129 |
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|
| 130 |
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|
| 131 |
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|
| 132 |
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|
| 133 |
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|
| 134 |
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|
| 135 |
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|
| 136 |
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|
| 137 |
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^blk\.8\.attn_gate\.weight$=q6_k
|
| 138 |
+
^blk\.8\.attn_qkv\.weight$=q5_k
|
| 139 |
+
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|
| 140 |
+
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|
| 141 |
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|
| 142 |
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|
| 143 |
+
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|
| 144 |
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|
| 145 |
+
^blk\.8\.ssm_out\.weight$=q8_0
|
| 146 |
+
^blk\.9\.attn_gate\.weight$=q6_k
|
| 147 |
+
^blk\.9\.attn_qkv\.weight$=q5_k
|
| 148 |
+
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|
| 149 |
+
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|
| 150 |
+
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|
| 151 |
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|
| 152 |
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^blk\.9\.ffn_up_exps\.weight$=iq4_xs
|
| 153 |
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|
| 154 |
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|
| 155 |
+
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|
| 156 |
+
^blk\.10\.attn_qkv\.weight$=q5_k
|
| 157 |
+
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|
| 158 |
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|
| 159 |
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|
| 160 |
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|
| 161 |
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|
| 162 |
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|
| 163 |
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|
| 164 |
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|
| 165 |
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|
| 166 |
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|
| 167 |
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|
| 168 |
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|
| 169 |
+
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|
| 170 |
+
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|
| 171 |
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|
| 172 |
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|
| 173 |
+
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|
| 174 |
+
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|
| 175 |
+
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|
| 176 |
+
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|
| 177 |
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|
| 178 |
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|
| 179 |
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|
| 180 |
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|
| 181 |
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|
| 182 |
+
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|
| 183 |
+
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|
| 184 |
+
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|
| 185 |
+
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|
| 186 |
+
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|
| 187 |
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|
| 188 |
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|
| 189 |
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|
| 190 |
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|
| 191 |
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|
| 192 |
+
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|
| 193 |
+
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|
| 194 |
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|
| 195 |
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|
| 196 |
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|
| 197 |
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|
| 198 |
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|
| 199 |
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|
| 200 |
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|
| 201 |
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|
| 202 |
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|
| 203 |
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|
| 204 |
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|
| 205 |
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|
| 206 |
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|
| 207 |
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|
| 208 |
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|
| 209 |
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|
| 210 |
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|
| 211 |
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|
| 212 |
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|
| 213 |
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|
| 214 |
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|
| 215 |
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|
| 216 |
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|
| 217 |
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|
| 218 |
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|
| 219 |
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|
| 220 |
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|
| 221 |
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|
| 222 |
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|
| 223 |
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|
| 224 |
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|
| 225 |
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|
| 226 |
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|
| 227 |
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|
| 228 |
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|
| 229 |
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|
| 230 |
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|
| 231 |
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|
| 232 |
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|
| 233 |
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|
| 234 |
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|
| 235 |
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|
| 236 |
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|
| 237 |
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|
| 238 |
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|
| 239 |
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|
| 240 |
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|
| 241 |
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|
| 242 |
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|
| 243 |
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|
| 244 |
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|
| 245 |
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|
| 246 |
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|
| 247 |
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|
| 248 |
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|
| 249 |
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|
| 250 |
+
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|
| 251 |
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|
| 252 |
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|
| 253 |
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|
| 254 |
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|
| 255 |
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|
| 256 |
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|
| 257 |
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|
| 258 |
+
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|
| 259 |
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|
| 260 |
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|
| 261 |
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|
| 262 |
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|
| 263 |
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|
| 264 |
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|
| 265 |
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|
| 266 |
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|
| 267 |
+
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|
| 268 |
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|
| 269 |
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|
| 270 |
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|
| 271 |
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|
| 272 |
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|
| 273 |
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|
| 274 |
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|
| 275 |
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|
| 276 |
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|
| 277 |
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|
| 278 |
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|
| 279 |
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|
| 280 |
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|
| 281 |
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|
| 282 |
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|
| 283 |
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|
| 284 |
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|
| 285 |
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|
| 286 |
+
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|
| 287 |
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|
| 288 |
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|
| 289 |
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|
| 290 |
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|
| 291 |
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|
| 292 |
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|
| 293 |
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|
| 294 |
+
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|
| 295 |
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|
| 296 |
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|
| 297 |
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|
| 298 |
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|
| 299 |
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|
| 300 |
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|
| 301 |
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|
| 302 |
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|
| 303 |
+
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|
| 304 |
+
^blk\.26\.attn_qkv\.weight$=q5_k
|
| 305 |
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|
| 306 |
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|
| 307 |
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|
| 308 |
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|
| 309 |
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|
| 310 |
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|
| 311 |
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|
| 312 |
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|
| 313 |
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|
| 314 |
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|
| 315 |
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|
| 316 |
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|
| 317 |
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|
| 318 |
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^blk\.27\.ffn_gate_exps\.weight$=iq3_xxs
|
| 319 |
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|
| 320 |
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|
| 321 |
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|
| 322 |
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^blk\.28\.attn_gate\.weight$=q5_k
|
| 323 |
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^blk\.28\.attn_qkv\.weight$=q5_k
|
| 324 |
+
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|
| 325 |
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|
| 326 |
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^blk\.28\.ffn_gate_exps\.weight$=iq3_xxs
|
| 327 |
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|
| 328 |
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^blk\.28\.ffn_up_exps\.weight$=iq3_xxs
|
| 329 |
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|
| 330 |
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^blk\.28\.ssm_out\.weight$=q6_k
|
| 331 |
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|
| 332 |
+
^blk\.29\.attn_qkv\.weight$=q5_k
|
| 333 |
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^blk\.29\.ffn_down_exps\.weight$=iq3_xxs
|
| 334 |
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^blk\.29\.ffn_down_shexp\.weight$=q8_0
|
| 335 |
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^blk\.29\.ffn_gate_exps\.weight$=iq3_xxs
|
| 336 |
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^blk\.29\.ffn_gate_shexp\.weight$=q8_0
|
| 337 |
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^blk\.29\.ffn_up_exps\.weight$=iq3_xxs
|
| 338 |
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^blk\.29\.ffn_up_shexp\.weight$=q8_0
|
| 339 |
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^blk\.29\.ssm_out\.weight$=q6_k
|
| 340 |
+
^blk\.30\.attn_gate\.weight$=q6_k
|
| 341 |
+
^blk\.30\.attn_qkv\.weight$=q5_k
|
| 342 |
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^blk\.30\.ffn_down_exps\.weight$=iq3_xxs
|
| 343 |
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^blk\.30\.ffn_down_shexp\.weight$=q8_0
|
| 344 |
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^blk\.30\.ffn_gate_exps\.weight$=iq3_xxs
|
| 345 |
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^blk\.30\.ffn_gate_shexp\.weight$=q8_0
|
| 346 |
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^blk\.30\.ffn_up_exps\.weight$=iq3_xxs
|
| 347 |
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^blk\.30\.ffn_up_shexp\.weight$=q8_0
|
| 348 |
+
^blk\.30\.ssm_out\.weight$=q6_k
|
| 349 |
+
^blk\.31\.attn_k\.weight$=q8_0
|
| 350 |
+
^blk\.31\.attn_output\.weight$=q8_0
|
| 351 |
+
^blk\.31\.attn_q\.weight$=q5_k
|
| 352 |
+
^blk\.31\.attn_v\.weight$=q8_0
|
| 353 |
+
^blk\.31\.ffn_down_exps\.weight$=iq4_xs
|
| 354 |
+
^blk\.31\.ffn_down_shexp\.weight$=q8_0
|
| 355 |
+
^blk\.31\.ffn_gate_exps\.weight$=iq3_xxs
|
| 356 |
+
^blk\.31\.ffn_gate_shexp\.weight$=q8_0
|
| 357 |
+
^blk\.31\.ffn_up_exps\.weight$=iq3_xxs
|
| 358 |
+
^blk\.31\.ffn_up_shexp\.weight$=q8_0
|
| 359 |
+
^blk\.32\.attn_gate\.weight$=q5_k
|
| 360 |
+
^blk\.32\.attn_qkv\.weight$=q5_k
|
| 361 |
+
^blk\.32\.ffn_down_exps\.weight$=iq3_xxs
|
| 362 |
+
^blk\.32\.ffn_down_shexp\.weight$=q8_0
|
| 363 |
+
^blk\.32\.ffn_gate_exps\.weight$=iq3_xxs
|
| 364 |
+
^blk\.32\.ffn_gate_shexp\.weight$=q8_0
|
| 365 |
+
^blk\.32\.ffn_up_exps\.weight$=iq3_xxs
|
| 366 |
+
^blk\.32\.ffn_up_shexp\.weight$=q8_0
|
| 367 |
+
^blk\.32\.ssm_out\.weight$=q6_k
|
| 368 |
+
^blk\.33\.attn_gate\.weight$=q5_k
|
| 369 |
+
^blk\.33\.attn_qkv\.weight$=q5_k
|
| 370 |
+
^blk\.33\.ffn_down_exps\.weight$=iq3_xxs
|
| 371 |
+
^blk\.33\.ffn_down_shexp\.weight$=q8_0
|
| 372 |
+
^blk\.33\.ffn_gate_exps\.weight$=iq3_xxs
|
| 373 |
+
^blk\.33\.ffn_gate_shexp\.weight$=q8_0
|
| 374 |
+
^blk\.33\.ffn_up_exps\.weight$=iq3_xxs
|
| 375 |
+
^blk\.33\.ffn_up_shexp\.weight$=q8_0
|
| 376 |
+
^blk\.33\.ssm_out\.weight$=q6_k
|
| 377 |
+
^blk\.34\.attn_gate\.weight$=q5_k
|
| 378 |
+
^blk\.34\.attn_qkv\.weight$=q5_k
|
| 379 |
+
^blk\.34\.ffn_down_exps\.weight$=iq3_xxs
|
| 380 |
+
^blk\.34\.ffn_down_shexp\.weight$=q8_0
|
| 381 |
+
^blk\.34\.ffn_gate_exps\.weight$=iq3_xxs
|
| 382 |
+
^blk\.34\.ffn_gate_shexp\.weight$=q8_0
|
| 383 |
+
^blk\.34\.ffn_up_exps\.weight$=iq3_xxs
|
| 384 |
+
^blk\.34\.ffn_up_shexp\.weight$=q8_0
|
| 385 |
+
^blk\.34\.ssm_out\.weight$=q6_k
|
| 386 |
+
^blk\.35\.attn_k\.weight$=q8_0
|
| 387 |
+
^blk\.35\.attn_output\.weight$=q8_0
|
| 388 |
+
^blk\.35\.attn_q\.weight$=q5_k
|
| 389 |
+
^blk\.35\.attn_v\.weight$=q8_0
|
| 390 |
+
^blk\.35\.ffn_down_exps\.weight$=iq4_xs
|
| 391 |
+
^blk\.35\.ffn_down_shexp\.weight$=q8_0
|
| 392 |
+
^blk\.35\.ffn_gate_exps\.weight$=iq3_xxs
|
| 393 |
+
^blk\.35\.ffn_gate_shexp\.weight$=q8_0
|
| 394 |
+
^blk\.35\.ffn_up_exps\.weight$=iq3_xxs
|
| 395 |
+
^blk\.35\.ffn_up_shexp\.weight$=q8_0
|
| 396 |
+
^blk\.36\.attn_gate\.weight$=q5_k
|
| 397 |
+
^blk\.36\.attn_qkv\.weight$=q5_k
|
| 398 |
+
^blk\.36\.ffn_down_exps\.weight$=iq3_xxs
|
| 399 |
+
^blk\.36\.ffn_down_shexp\.weight$=q8_0
|
| 400 |
+
^blk\.36\.ffn_gate_exps\.weight$=iq3_xxs
|
| 401 |
+
^blk\.36\.ffn_gate_shexp\.weight$=q8_0
|
| 402 |
+
^blk\.36\.ffn_up_exps\.weight$=iq3_xxs
|
| 403 |
+
^blk\.36\.ffn_up_shexp\.weight$=q8_0
|
| 404 |
+
^blk\.36\.ssm_out\.weight$=q6_k
|
| 405 |
+
^blk\.37\.attn_gate\.weight$=q5_k
|
| 406 |
+
^blk\.37\.attn_qkv\.weight$=q5_k
|
| 407 |
+
^blk\.37\.ffn_down_exps\.weight$=iq3_xxs
|
| 408 |
+
^blk\.37\.ffn_down_shexp\.weight$=q8_0
|
| 409 |
+
^blk\.37\.ffn_gate_exps\.weight$=iq3_xxs
|
| 410 |
+
^blk\.37\.ffn_gate_shexp\.weight$=q8_0
|
| 411 |
+
^blk\.37\.ffn_up_exps\.weight$=iq3_xxs
|
| 412 |
+
^blk\.37\.ffn_up_shexp\.weight$=q8_0
|
| 413 |
+
^blk\.37\.ssm_out\.weight$=q6_k
|
| 414 |
+
^blk\.38\.attn_gate\.weight$=q5_k
|
| 415 |
+
^blk\.38\.attn_qkv\.weight$=q5_k
|
| 416 |
+
^blk\.38\.ffn_down_exps\.weight$=iq3_xxs
|
| 417 |
+
^blk\.38\.ffn_down_shexp\.weight$=q8_0
|
| 418 |
+
^blk\.38\.ffn_gate_exps\.weight$=iq3_xxs
|
| 419 |
+
^blk\.38\.ffn_gate_shexp\.weight$=q8_0
|
| 420 |
+
^blk\.38\.ffn_up_exps\.weight$=iq3_xxs
|
| 421 |
+
^blk\.38\.ffn_up_shexp\.weight$=q8_0
|
| 422 |
+
^blk\.38\.ssm_out\.weight$=q6_k
|
| 423 |
+
^blk\.39\.attn_k\.weight$=q8_0
|
| 424 |
+
^blk\.39\.attn_output\.weight$=q8_0
|
| 425 |
+
^blk\.39\.attn_q\.weight$=q6_k
|
| 426 |
+
^blk\.39\.attn_v\.weight$=q8_0
|
| 427 |
+
^blk\.39\.ffn_down_exps\.weight$=q5_k
|
| 428 |
+
^blk\.39\.ffn_down_shexp\.weight$=q8_0
|
| 429 |
+
^blk\.39\.ffn_gate_exps\.weight$=iq4_xs
|
| 430 |
+
^blk\.39\.ffn_gate_shexp\.weight$=q8_0
|
| 431 |
+
^blk\.39\.ffn_up_exps\.weight$=q4_k
|
| 432 |
+
^blk\.39\.ffn_up_shexp\.weight$=q8_0
|
layouts/InternScience_MLExpert-IQ4_NL.layout.json
ADDED
|
@@ -0,0 +1,226 @@
|
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|
|
|
|
|
|
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|
|
|
|
|
|
|
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|
|
|
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|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
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|
|
|
|
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|
|
|
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|
|
|
|
|
|
|
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|
|
|
|
|
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|
|
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|
|
|
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|
|
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|
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|
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|
|
|
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|
|
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|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"model": "/media/m2teamgroup/models/MLExpert-GGUF/InternScience_MLExpert-bf16.gguf",
|
| 3 |
+
"imatrix": "/media/m2teamgroup/models/MLExpert-GGUF/InternScience_MLExpert-imatrix.gguf",
|
| 4 |
+
"ftype": "IQ4_NL",
|
| 5 |
+
"base_type": "iq4_nl",
|
| 6 |
+
"family": "iq",
|
| 7 |
+
"recipe": "ident",
|
| 8 |
+
"variant": "shr0.70",
|
| 9 |
+
"auto_crush": false,
|
| 10 |
+
"rung_mode": "share",
|
| 11 |
+
"tier": "M",
|
| 12 |
+
"rung_share": 0.7,
|
| 13 |
+
"crush_pass_bytes": null,
|
| 14 |
+
"embd_shares": {
|
| 15 |
+
"output.weight": {
|
| 16 |
+
"share": 0.021,
|
| 17 |
+
"type": "q8_0"
|
| 18 |
+
},
|
| 19 |
+
"token_embd.weight": {
|
| 20 |
+
"share": 0.0144,
|
| 21 |
+
"type": "q8_0"
|
| 22 |
+
}
|
| 23 |
+
},
|
| 24 |
+
"arch": "moe",
|
| 25 |
+
"tied": false,
|
| 26 |
+
"n_layer": 40,
|
| 27 |
+
"body_rule": true,
|
| 28 |
+
"pins": {
|
| 29 |
+
"^blk\\.0\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 30 |
+
"^blk\\.0\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 31 |
+
"^blk\\.1\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 32 |
+
"^blk\\.1\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 33 |
+
"^blk\\.2\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 34 |
+
"^blk\\.2\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 35 |
+
"^blk\\.4\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 36 |
+
"^blk\\.4\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 37 |
+
"^blk\\.5\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 38 |
+
"^blk\\.5\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 39 |
+
"^blk\\.6\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 40 |
+
"^blk\\.6\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 41 |
+
"^blk\\.8\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 42 |
+
"^blk\\.8\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 43 |
+
"^blk\\.9\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 44 |
+
"^blk\\.9\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 45 |
+
"^blk\\.10\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 46 |
+
"^blk\\.10\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 47 |
+
"^blk\\.12\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 48 |
+
"^blk\\.12\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 49 |
+
"^blk\\.13\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 50 |
+
"^blk\\.13\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 51 |
+
"^blk\\.14\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 52 |
+
"^blk\\.14\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 53 |
+
"^blk\\.16\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 54 |
+
"^blk\\.16\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 55 |
+
"^blk\\.17\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 56 |
+
"^blk\\.17\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 57 |
+
"^blk\\.18\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 58 |
+
"^blk\\.18\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 59 |
+
"^blk\\.20\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 60 |
+
"^blk\\.20\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 61 |
+
"^blk\\.21\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 62 |
+
"^blk\\.21\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 63 |
+
"^blk\\.22\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 64 |
+
"^blk\\.22\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 65 |
+
"^blk\\.24\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 66 |
+
"^blk\\.24\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 67 |
+
"^blk\\.25\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 68 |
+
"^blk\\.25\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 69 |
+
"^blk\\.26\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 70 |
+
"^blk\\.26\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 71 |
+
"^blk\\.28\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 72 |
+
"^blk\\.28\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 73 |
+
"^blk\\.29\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 74 |
+
"^blk\\.29\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 75 |
+
"^blk\\.30\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 76 |
+
"^blk\\.30\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 77 |
+
"^blk\\.32\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 78 |
+
"^blk\\.32\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 79 |
+
"^blk\\.33\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 80 |
+
"^blk\\.33\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 81 |
+
"^blk\\.34\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 82 |
+
"^blk\\.34\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 83 |
+
"^blk\\.36\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 84 |
+
"^blk\\.36\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 85 |
+
"^blk\\.37\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 86 |
+
"^blk\\.37\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 87 |
+
"^blk\\.38\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 88 |
+
"^blk\\.38\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32"
|
| 89 |
+
},
|
| 90 |
+
"shape_pins": {},
|
| 91 |
+
"fixed_pins": {
|
| 92 |
+
"blk.0.ssm_alpha.weight": "f32",
|
| 93 |
+
"blk.0.ssm_beta.weight": "f32",
|
| 94 |
+
"blk.1.ssm_alpha.weight": "f32",
|
| 95 |
+
"blk.1.ssm_beta.weight": "f32",
|
| 96 |
+
"blk.2.ssm_alpha.weight": "f32",
|
| 97 |
+
"blk.2.ssm_beta.weight": "f32",
|
| 98 |
+
"blk.4.ssm_alpha.weight": "f32",
|
| 99 |
+
"blk.4.ssm_beta.weight": "f32",
|
| 100 |
+
"blk.5.ssm_alpha.weight": "f32",
|
| 101 |
+
"blk.5.ssm_beta.weight": "f32",
|
| 102 |
+
"blk.6.ssm_alpha.weight": "f32",
|
| 103 |
+
"blk.6.ssm_beta.weight": "f32",
|
| 104 |
+
"blk.8.ssm_alpha.weight": "f32",
|
| 105 |
+
"blk.8.ssm_beta.weight": "f32",
|
| 106 |
+
"blk.9.ssm_alpha.weight": "f32",
|
| 107 |
+
"blk.9.ssm_beta.weight": "f32",
|
| 108 |
+
"blk.10.ssm_alpha.weight": "f32",
|
| 109 |
+
"blk.10.ssm_beta.weight": "f32",
|
| 110 |
+
"blk.12.ssm_alpha.weight": "f32",
|
| 111 |
+
"blk.12.ssm_beta.weight": "f32",
|
| 112 |
+
"blk.13.ssm_alpha.weight": "f32",
|
| 113 |
+
"blk.13.ssm_beta.weight": "f32",
|
| 114 |
+
"blk.14.ssm_alpha.weight": "f32",
|
| 115 |
+
"blk.14.ssm_beta.weight": "f32",
|
| 116 |
+
"blk.16.ssm_alpha.weight": "f32",
|
| 117 |
+
"blk.16.ssm_beta.weight": "f32",
|
| 118 |
+
"blk.17.ssm_alpha.weight": "f32",
|
| 119 |
+
"blk.17.ssm_beta.weight": "f32",
|
| 120 |
+
"blk.18.ssm_alpha.weight": "f32",
|
| 121 |
+
"blk.18.ssm_beta.weight": "f32",
|
| 122 |
+
"blk.20.ssm_alpha.weight": "f32",
|
| 123 |
+
"blk.20.ssm_beta.weight": "f32",
|
| 124 |
+
"blk.21.ssm_alpha.weight": "f32",
|
| 125 |
+
"blk.21.ssm_beta.weight": "f32",
|
| 126 |
+
"blk.22.ssm_alpha.weight": "f32",
|
| 127 |
+
"blk.22.ssm_beta.weight": "f32",
|
| 128 |
+
"blk.24.ssm_alpha.weight": "f32",
|
| 129 |
+
"blk.24.ssm_beta.weight": "f32",
|
| 130 |
+
"blk.25.ssm_alpha.weight": "f32",
|
| 131 |
+
"blk.25.ssm_beta.weight": "f32",
|
| 132 |
+
"blk.26.ssm_alpha.weight": "f32",
|
| 133 |
+
"blk.26.ssm_beta.weight": "f32",
|
| 134 |
+
"blk.28.ssm_alpha.weight": "f32",
|
| 135 |
+
"blk.28.ssm_beta.weight": "f32",
|
| 136 |
+
"blk.29.ssm_alpha.weight": "f32",
|
| 137 |
+
"blk.29.ssm_beta.weight": "f32",
|
| 138 |
+
"blk.30.ssm_alpha.weight": "f32",
|
| 139 |
+
"blk.30.ssm_beta.weight": "f32",
|
| 140 |
+
"blk.32.ssm_alpha.weight": "f32",
|
| 141 |
+
"blk.32.ssm_beta.weight": "f32",
|
| 142 |
+
"blk.33.ssm_alpha.weight": "f32",
|
| 143 |
+
"blk.33.ssm_beta.weight": "f32",
|
| 144 |
+
"blk.34.ssm_alpha.weight": "f32",
|
| 145 |
+
"blk.34.ssm_beta.weight": "f32",
|
| 146 |
+
"blk.36.ssm_alpha.weight": "f32",
|
| 147 |
+
"blk.36.ssm_beta.weight": "f32",
|
| 148 |
+
"blk.37.ssm_alpha.weight": "f32",
|
| 149 |
+
"blk.37.ssm_beta.weight": "f32",
|
| 150 |
+
"blk.38.ssm_alpha.weight": "f32",
|
| 151 |
+
"blk.38.ssm_beta.weight": "f32"
|
| 152 |
+
},
|
| 153 |
+
"embeddings": {
|
| 154 |
+
"output.weight": "q8_0",
|
| 155 |
+
"token_embd.weight": "q8_0"
|
| 156 |
+
},
|
| 157 |
+
"bytes": {
|
| 158 |
+
"heuristic_body+embd": 19745775616,
|
| 159 |
+
"map_body+embd": 22202941440,
|
| 160 |
+
"ratio": 1.1244,
|
| 161 |
+
"note": "quantizable, unpinned tensors only; pinned/unquantized tensors are identical in both"
|
| 162 |
+
},
|
| 163 |
+
"body_base_share": 0.701,
|
| 164 |
+
"body_bpw": 5.027,
|
| 165 |
+
"body_bpw_heuristic": 4.532,
|
| 166 |
+
"total_params": 34660610688,
|
| 167 |
+
"file_bytes_pred": 22307523072,
|
| 168 |
+
"file_bpw_pred": 5.149,
|
| 169 |
+
"histogram": {
|
| 170 |
+
"attn_gate": {
|
| 171 |
+
"q8_0": 30
|
| 172 |
+
},
|
| 173 |
+
"attn_k": {
|
| 174 |
+
"q8_0": 10
|
| 175 |
+
},
|
| 176 |
+
"attn_output": {
|
| 177 |
+
"q8_0": 10
|
| 178 |
+
},
|
| 179 |
+
"attn_q": {
|
| 180 |
+
"q8_0": 10
|
| 181 |
+
},
|
| 182 |
+
"attn_qkv": {
|
| 183 |
+
"q8_0": 30
|
| 184 |
+
},
|
| 185 |
+
"attn_v": {
|
| 186 |
+
"q8_0": 10
|
| 187 |
+
},
|
| 188 |
+
"ffn_down_exps": {
|
| 189 |
+
"iq4_nl": 30,
|
| 190 |
+
"q6_k": 5,
|
| 191 |
+
"q5_k": 4,
|
| 192 |
+
"q8_0": 1
|
| 193 |
+
},
|
| 194 |
+
"ffn_down_shexp": {
|
| 195 |
+
"q8_0": 40
|
| 196 |
+
},
|
| 197 |
+
"ffn_gate_exps": {
|
| 198 |
+
"iq4_nl": 39,
|
| 199 |
+
"q6_k": 1
|
| 200 |
+
},
|
| 201 |
+
"ffn_gate_shexp": {
|
| 202 |
+
"q8_0": 40
|
| 203 |
+
},
|
| 204 |
+
"ffn_up_exps": {
|
| 205 |
+
"iq4_nl": 29,
|
| 206 |
+
"q6_k": 10,
|
| 207 |
+
"q8_0": 1
|
| 208 |
+
},
|
| 209 |
+
"ffn_up_shexp": {
|
| 210 |
+
"q8_0": 40
|
| 211 |
+
},
|
| 212 |
+
"ssm_out": {
|
| 213 |
+
"q8_0": 30
|
| 214 |
+
}
|
| 215 |
+
},
|
| 216 |
+
"prior": "layout/prior.json",
|
| 217 |
+
"pin_rule": "floor",
|
| 218 |
+
"embd_cap": "heur",
|
| 219 |
+
"generator": "auto_quant_v2.layout",
|
| 220 |
+
"generator_key": "3bf8b43e20a68f0b",
|
| 221 |
+
"quant_type": "IQ4_NL",
|
| 222 |
+
"quantize_ftype": "IQ4_NL",
|
| 223 |
+
"llama_cpp_version": "b11716",
|
| 224 |
+
"unknown_kinds": {},
|
| 225 |
+
"commit": "0933d56cdc75d35ccd1973a9eebfe2cafbd935d5"
|
| 226 |
+
}
|
layouts/InternScience_MLExpert-IQ4_NL.tensor-types.txt
ADDED
|
@@ -0,0 +1,432 @@
|
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|
|
|
|
|
|
|
|
|
|
| 1 |
+
^blk\.0\.ssm_alpha\.weight$=f32
|
| 2 |
+
^blk\.0\.ssm_beta\.weight$=f32
|
| 3 |
+
^blk\.1\.ssm_alpha\.weight$=f32
|
| 4 |
+
^blk\.1\.ssm_beta\.weight$=f32
|
| 5 |
+
^blk\.2\.ssm_alpha\.weight$=f32
|
| 6 |
+
^blk\.2\.ssm_beta\.weight$=f32
|
| 7 |
+
^blk\.4\.ssm_alpha\.weight$=f32
|
| 8 |
+
^blk\.4\.ssm_beta\.weight$=f32
|
| 9 |
+
^blk\.5\.ssm_alpha\.weight$=f32
|
| 10 |
+
^blk\.5\.ssm_beta\.weight$=f32
|
| 11 |
+
^blk\.6\.ssm_alpha\.weight$=f32
|
| 12 |
+
^blk\.6\.ssm_beta\.weight$=f32
|
| 13 |
+
^blk\.8\.ssm_alpha\.weight$=f32
|
| 14 |
+
^blk\.8\.ssm_beta\.weight$=f32
|
| 15 |
+
^blk\.9\.ssm_alpha\.weight$=f32
|
| 16 |
+
^blk\.9\.ssm_beta\.weight$=f32
|
| 17 |
+
^blk\.10\.ssm_alpha\.weight$=f32
|
| 18 |
+
^blk\.10\.ssm_beta\.weight$=f32
|
| 19 |
+
^blk\.12\.ssm_alpha\.weight$=f32
|
| 20 |
+
^blk\.12\.ssm_beta\.weight$=f32
|
| 21 |
+
^blk\.13\.ssm_alpha\.weight$=f32
|
| 22 |
+
^blk\.13\.ssm_beta\.weight$=f32
|
| 23 |
+
^blk\.14\.ssm_alpha\.weight$=f32
|
| 24 |
+
^blk\.14\.ssm_beta\.weight$=f32
|
| 25 |
+
^blk\.16\.ssm_alpha\.weight$=f32
|
| 26 |
+
^blk\.16\.ssm_beta\.weight$=f32
|
| 27 |
+
^blk\.17\.ssm_alpha\.weight$=f32
|
| 28 |
+
^blk\.17\.ssm_beta\.weight$=f32
|
| 29 |
+
^blk\.18\.ssm_alpha\.weight$=f32
|
| 30 |
+
^blk\.18\.ssm_beta\.weight$=f32
|
| 31 |
+
^blk\.20\.ssm_alpha\.weight$=f32
|
| 32 |
+
^blk\.20\.ssm_beta\.weight$=f32
|
| 33 |
+
^blk\.21\.ssm_alpha\.weight$=f32
|
| 34 |
+
^blk\.21\.ssm_beta\.weight$=f32
|
| 35 |
+
^blk\.22\.ssm_alpha\.weight$=f32
|
| 36 |
+
^blk\.22\.ssm_beta\.weight$=f32
|
| 37 |
+
^blk\.24\.ssm_alpha\.weight$=f32
|
| 38 |
+
^blk\.24\.ssm_beta\.weight$=f32
|
| 39 |
+
^blk\.25\.ssm_alpha\.weight$=f32
|
| 40 |
+
^blk\.25\.ssm_beta\.weight$=f32
|
| 41 |
+
^blk\.26\.ssm_alpha\.weight$=f32
|
| 42 |
+
^blk\.26\.ssm_beta\.weight$=f32
|
| 43 |
+
^blk\.28\.ssm_alpha\.weight$=f32
|
| 44 |
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|
| 45 |
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|
| 46 |
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|
| 47 |
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|
| 48 |
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|
| 49 |
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|
| 50 |
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|
| 51 |
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|
| 52 |
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|
| 53 |
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|
| 54 |
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|
| 55 |
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|
| 56 |
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|
| 57 |
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|
| 58 |
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|
| 59 |
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|
| 60 |
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|
| 61 |
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|
| 62 |
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|
| 63 |
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|
| 64 |
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|
| 65 |
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| 66 |
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| 67 |
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| 70 |
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| 73 |
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| 74 |
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| 76 |
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| 81 |
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| 82 |
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|
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|
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|
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|
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|
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|
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|
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|
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|
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| 153 |
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|
| 154 |
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|
| 155 |
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|
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|
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|
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|
| 162 |
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|
| 163 |
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|
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| 165 |
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|
| 166 |
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|
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|
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|
| 174 |
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|
| 175 |
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|
| 176 |
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|
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|
| 178 |
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|
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| 180 |
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|
| 181 |
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|
| 182 |
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|
| 183 |
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|
| 184 |
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|
| 185 |
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|
| 186 |
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|
| 187 |
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|
| 188 |
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|
| 189 |
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|
| 190 |
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|
| 191 |
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|
| 192 |
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|
| 193 |
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|
| 194 |
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|
| 195 |
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|
| 196 |
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|
| 197 |
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|
| 198 |
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|
| 199 |
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|
| 200 |
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|
| 201 |
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|
| 202 |
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|
| 203 |
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|
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| 205 |
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|
| 206 |
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|
| 207 |
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| 208 |
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|
| 209 |
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|
| 210 |
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|
| 211 |
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|
| 212 |
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|
| 213 |
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|
| 214 |
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|
| 215 |
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|
| 216 |
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|
| 217 |
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|
| 218 |
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|
| 219 |
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|
| 220 |
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|
| 221 |
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|
| 222 |
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|
| 223 |
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|
| 224 |
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|
| 225 |
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|
| 226 |
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|
| 227 |
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|
| 228 |
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|
| 229 |
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|
| 230 |
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|
| 231 |
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|
| 232 |
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|
| 233 |
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|
| 234 |
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|
| 235 |
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|
| 236 |
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|
| 237 |
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|
| 238 |
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|
| 239 |
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|
| 240 |
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|
| 241 |
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|
| 242 |
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|
| 243 |
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|
| 244 |
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|
| 245 |
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|
| 246 |
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|
| 247 |
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|
| 248 |
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|
| 249 |
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|
| 250 |
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|
| 251 |
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|
| 252 |
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|
| 253 |
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|
| 254 |
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|
| 255 |
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|
| 256 |
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|
| 257 |
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|
| 258 |
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|
| 259 |
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|
| 260 |
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|
| 261 |
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|
| 262 |
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|
| 263 |
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|
| 264 |
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|
| 265 |
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|
| 266 |
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|
| 267 |
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|
| 268 |
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|
| 269 |
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|
| 270 |
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|
| 271 |
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|
| 272 |
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|
| 273 |
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|
| 274 |
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|
| 275 |
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|
| 276 |
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|
| 277 |
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|
| 278 |
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| 279 |
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| 280 |
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|
| 281 |
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|
| 282 |
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|
| 283 |
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|
| 284 |
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|
| 285 |
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|
| 286 |
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|
| 287 |
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|
| 288 |
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|
| 289 |
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|
| 290 |
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|
| 291 |
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|
| 292 |
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|
| 293 |
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|
| 294 |
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|
| 295 |
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|
| 296 |
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|
| 297 |
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|
| 298 |
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|
| 299 |
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|
| 300 |
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|
| 301 |
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|
| 302 |
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|
| 303 |
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|
| 304 |
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|
| 305 |
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|
| 306 |
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|
| 307 |
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|
| 308 |
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|
| 309 |
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^blk\.26\.ffn_up_exps\.weight$=iq4_nl
|
| 310 |
+
^blk\.26\.ffn_up_shexp\.weight$=q8_0
|
| 311 |
+
^blk\.26\.ssm_out\.weight$=q8_0
|
| 312 |
+
^blk\.27\.attn_k\.weight$=q8_0
|
| 313 |
+
^blk\.27\.attn_output\.weight$=q8_0
|
| 314 |
+
^blk\.27\.attn_q\.weight$=q8_0
|
| 315 |
+
^blk\.27\.attn_v\.weight$=q8_0
|
| 316 |
+
^blk\.27\.ffn_down_exps\.weight$=iq4_nl
|
| 317 |
+
^blk\.27\.ffn_down_shexp\.weight$=q8_0
|
| 318 |
+
^blk\.27\.ffn_gate_exps\.weight$=iq4_nl
|
| 319 |
+
^blk\.27\.ffn_gate_shexp\.weight$=q8_0
|
| 320 |
+
^blk\.27\.ffn_up_exps\.weight$=iq4_nl
|
| 321 |
+
^blk\.27\.ffn_up_shexp\.weight$=q8_0
|
| 322 |
+
^blk\.28\.attn_gate\.weight$=q8_0
|
| 323 |
+
^blk\.28\.attn_qkv\.weight$=q8_0
|
| 324 |
+
^blk\.28\.ffn_down_exps\.weight$=iq4_nl
|
| 325 |
+
^blk\.28\.ffn_down_shexp\.weight$=q8_0
|
| 326 |
+
^blk\.28\.ffn_gate_exps\.weight$=iq4_nl
|
| 327 |
+
^blk\.28\.ffn_gate_shexp\.weight$=q8_0
|
| 328 |
+
^blk\.28\.ffn_up_exps\.weight$=iq4_nl
|
| 329 |
+
^blk\.28\.ffn_up_shexp\.weight$=q8_0
|
| 330 |
+
^blk\.28\.ssm_out\.weight$=q8_0
|
| 331 |
+
^blk\.29\.attn_gate\.weight$=q8_0
|
| 332 |
+
^blk\.29\.attn_qkv\.weight$=q8_0
|
| 333 |
+
^blk\.29\.ffn_down_exps\.weight$=iq4_nl
|
| 334 |
+
^blk\.29\.ffn_down_shexp\.weight$=q8_0
|
| 335 |
+
^blk\.29\.ffn_gate_exps\.weight$=iq4_nl
|
| 336 |
+
^blk\.29\.ffn_gate_shexp\.weight$=q8_0
|
| 337 |
+
^blk\.29\.ffn_up_exps\.weight$=iq4_nl
|
| 338 |
+
^blk\.29\.ffn_up_shexp\.weight$=q8_0
|
| 339 |
+
^blk\.29\.ssm_out\.weight$=q8_0
|
| 340 |
+
^blk\.30\.attn_gate\.weight$=q8_0
|
| 341 |
+
^blk\.30\.attn_qkv\.weight$=q8_0
|
| 342 |
+
^blk\.30\.ffn_down_exps\.weight$=iq4_nl
|
| 343 |
+
^blk\.30\.ffn_down_shexp\.weight$=q8_0
|
| 344 |
+
^blk\.30\.ffn_gate_exps\.weight$=iq4_nl
|
| 345 |
+
^blk\.30\.ffn_gate_shexp\.weight$=q8_0
|
| 346 |
+
^blk\.30\.ffn_up_exps\.weight$=iq4_nl
|
| 347 |
+
^blk\.30\.ffn_up_shexp\.weight$=q8_0
|
| 348 |
+
^blk\.30\.ssm_out\.weight$=q8_0
|
| 349 |
+
^blk\.31\.attn_k\.weight$=q8_0
|
| 350 |
+
^blk\.31\.attn_output\.weight$=q8_0
|
| 351 |
+
^blk\.31\.attn_q\.weight$=q8_0
|
| 352 |
+
^blk\.31\.attn_v\.weight$=q8_0
|
| 353 |
+
^blk\.31\.ffn_down_exps\.weight$=q6_k
|
| 354 |
+
^blk\.31\.ffn_down_shexp\.weight$=q8_0
|
| 355 |
+
^blk\.31\.ffn_gate_exps\.weight$=iq4_nl
|
| 356 |
+
^blk\.31\.ffn_gate_shexp\.weight$=q8_0
|
| 357 |
+
^blk\.31\.ffn_up_exps\.weight$=iq4_nl
|
| 358 |
+
^blk\.31\.ffn_up_shexp\.weight$=q8_0
|
| 359 |
+
^blk\.32\.attn_gate\.weight$=q8_0
|
| 360 |
+
^blk\.32\.attn_qkv\.weight$=q8_0
|
| 361 |
+
^blk\.32\.ffn_down_exps\.weight$=iq4_nl
|
| 362 |
+
^blk\.32\.ffn_down_shexp\.weight$=q8_0
|
| 363 |
+
^blk\.32\.ffn_gate_exps\.weight$=iq4_nl
|
| 364 |
+
^blk\.32\.ffn_gate_shexp\.weight$=q8_0
|
| 365 |
+
^blk\.32\.ffn_up_exps\.weight$=iq4_nl
|
| 366 |
+
^blk\.32\.ffn_up_shexp\.weight$=q8_0
|
| 367 |
+
^blk\.32\.ssm_out\.weight$=q8_0
|
| 368 |
+
^blk\.33\.attn_gate\.weight$=q8_0
|
| 369 |
+
^blk\.33\.attn_qkv\.weight$=q8_0
|
| 370 |
+
^blk\.33\.ffn_down_exps\.weight$=iq4_nl
|
| 371 |
+
^blk\.33\.ffn_down_shexp\.weight$=q8_0
|
| 372 |
+
^blk\.33\.ffn_gate_exps\.weight$=iq4_nl
|
| 373 |
+
^blk\.33\.ffn_gate_shexp\.weight$=q8_0
|
| 374 |
+
^blk\.33\.ffn_up_exps\.weight$=iq4_nl
|
| 375 |
+
^blk\.33\.ffn_up_shexp\.weight$=q8_0
|
| 376 |
+
^blk\.33\.ssm_out\.weight$=q8_0
|
| 377 |
+
^blk\.34\.attn_gate\.weight$=q8_0
|
| 378 |
+
^blk\.34\.attn_qkv\.weight$=q8_0
|
| 379 |
+
^blk\.34\.ffn_down_exps\.weight$=iq4_nl
|
| 380 |
+
^blk\.34\.ffn_down_shexp\.weight$=q8_0
|
| 381 |
+
^blk\.34\.ffn_gate_exps\.weight$=iq4_nl
|
| 382 |
+
^blk\.34\.ffn_gate_shexp\.weight$=q8_0
|
| 383 |
+
^blk\.34\.ffn_up_exps\.weight$=iq4_nl
|
| 384 |
+
^blk\.34\.ffn_up_shexp\.weight$=q8_0
|
| 385 |
+
^blk\.34\.ssm_out\.weight$=q8_0
|
| 386 |
+
^blk\.35\.attn_k\.weight$=q8_0
|
| 387 |
+
^blk\.35\.attn_output\.weight$=q8_0
|
| 388 |
+
^blk\.35\.attn_q\.weight$=q8_0
|
| 389 |
+
^blk\.35\.attn_v\.weight$=q8_0
|
| 390 |
+
^blk\.35\.ffn_down_exps\.weight$=q6_k
|
| 391 |
+
^blk\.35\.ffn_down_shexp\.weight$=q8_0
|
| 392 |
+
^blk\.35\.ffn_gate_exps\.weight$=iq4_nl
|
| 393 |
+
^blk\.35\.ffn_gate_shexp\.weight$=q8_0
|
| 394 |
+
^blk\.35\.ffn_up_exps\.weight$=iq4_nl
|
| 395 |
+
^blk\.35\.ffn_up_shexp\.weight$=q8_0
|
| 396 |
+
^blk\.36\.attn_gate\.weight$=q8_0
|
| 397 |
+
^blk\.36\.attn_qkv\.weight$=q8_0
|
| 398 |
+
^blk\.36\.ffn_down_exps\.weight$=iq4_nl
|
| 399 |
+
^blk\.36\.ffn_down_shexp\.weight$=q8_0
|
| 400 |
+
^blk\.36\.ffn_gate_exps\.weight$=iq4_nl
|
| 401 |
+
^blk\.36\.ffn_gate_shexp\.weight$=q8_0
|
| 402 |
+
^blk\.36\.ffn_up_exps\.weight$=iq4_nl
|
| 403 |
+
^blk\.36\.ffn_up_shexp\.weight$=q8_0
|
| 404 |
+
^blk\.36\.ssm_out\.weight$=q8_0
|
| 405 |
+
^blk\.37\.attn_gate\.weight$=q8_0
|
| 406 |
+
^blk\.37\.attn_qkv\.weight$=q8_0
|
| 407 |
+
^blk\.37\.ffn_down_exps\.weight$=iq4_nl
|
| 408 |
+
^blk\.37\.ffn_down_shexp\.weight$=q8_0
|
| 409 |
+
^blk\.37\.ffn_gate_exps\.weight$=iq4_nl
|
| 410 |
+
^blk\.37\.ffn_gate_shexp\.weight$=q8_0
|
| 411 |
+
^blk\.37\.ffn_up_exps\.weight$=iq4_nl
|
| 412 |
+
^blk\.37\.ffn_up_shexp\.weight$=q8_0
|
| 413 |
+
^blk\.37\.ssm_out\.weight$=q8_0
|
| 414 |
+
^blk\.38\.attn_gate\.weight$=q8_0
|
| 415 |
+
^blk\.38\.attn_qkv\.weight$=q8_0
|
| 416 |
+
^blk\.38\.ffn_down_exps\.weight$=iq4_nl
|
| 417 |
+
^blk\.38\.ffn_down_shexp\.weight$=q8_0
|
| 418 |
+
^blk\.38\.ffn_gate_exps\.weight$=iq4_nl
|
| 419 |
+
^blk\.38\.ffn_gate_shexp\.weight$=q8_0
|
| 420 |
+
^blk\.38\.ffn_up_exps\.weight$=iq4_nl
|
| 421 |
+
^blk\.38\.ffn_up_shexp\.weight$=q8_0
|
| 422 |
+
^blk\.38\.ssm_out\.weight$=q8_0
|
| 423 |
+
^blk\.39\.attn_k\.weight$=q8_0
|
| 424 |
+
^blk\.39\.attn_output\.weight$=q8_0
|
| 425 |
+
^blk\.39\.attn_q\.weight$=q8_0
|
| 426 |
+
^blk\.39\.attn_v\.weight$=q8_0
|
| 427 |
+
^blk\.39\.ffn_down_exps\.weight$=q8_0
|
| 428 |
+
^blk\.39\.ffn_down_shexp\.weight$=q8_0
|
| 429 |
+
^blk\.39\.ffn_gate_exps\.weight$=q6_k
|
| 430 |
+
^blk\.39\.ffn_gate_shexp\.weight$=q8_0
|
| 431 |
+
^blk\.39\.ffn_up_exps\.weight$=q8_0
|
| 432 |
+
^blk\.39\.ffn_up_shexp\.weight$=q8_0
|
layouts/InternScience_MLExpert-IQ4_XS.layout.json
ADDED
|
@@ -0,0 +1,224 @@
|
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|
|
|
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|
|
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|
|
|
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|
|
|
|
|
|
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|
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|
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|
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|
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|
|
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|
|
|
|
|
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|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"model": "/media/m2teamgroup/models/MLExpert-GGUF/InternScience_MLExpert-bf16.gguf",
|
| 3 |
+
"imatrix": "/media/m2teamgroup/models/MLExpert-GGUF/InternScience_MLExpert-imatrix.gguf",
|
| 4 |
+
"ftype": "IQ4_XS",
|
| 5 |
+
"base_type": "iq4_xs",
|
| 6 |
+
"family": "iq",
|
| 7 |
+
"recipe": "ident+crush",
|
| 8 |
+
"variant": "shr0.90+crush",
|
| 9 |
+
"auto_crush": true,
|
| 10 |
+
"rung_mode": "share",
|
| 11 |
+
"tier": "S",
|
| 12 |
+
"rung_share": 0.9,
|
| 13 |
+
"crush_pass_bytes": 19772342272,
|
| 14 |
+
"embd_shares": {
|
| 15 |
+
"output.weight": {
|
| 16 |
+
"share": 0.0222,
|
| 17 |
+
"type": "q8_0"
|
| 18 |
+
},
|
| 19 |
+
"token_embd.weight": {
|
| 20 |
+
"share": 0.0144,
|
| 21 |
+
"type": "q8_0"
|
| 22 |
+
}
|
| 23 |
+
},
|
| 24 |
+
"arch": "moe",
|
| 25 |
+
"tied": false,
|
| 26 |
+
"n_layer": 40,
|
| 27 |
+
"body_rule": true,
|
| 28 |
+
"pins": {
|
| 29 |
+
"^blk\\.0\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 30 |
+
"^blk\\.0\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 31 |
+
"^blk\\.1\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 32 |
+
"^blk\\.1\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 33 |
+
"^blk\\.2\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 34 |
+
"^blk\\.2\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 35 |
+
"^blk\\.4\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 36 |
+
"^blk\\.4\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 37 |
+
"^blk\\.5\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 38 |
+
"^blk\\.5\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 39 |
+
"^blk\\.6\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 40 |
+
"^blk\\.6\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 41 |
+
"^blk\\.8\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 42 |
+
"^blk\\.8\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 43 |
+
"^blk\\.9\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 44 |
+
"^blk\\.9\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 45 |
+
"^blk\\.10\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 46 |
+
"^blk\\.10\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 47 |
+
"^blk\\.12\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 48 |
+
"^blk\\.12\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 49 |
+
"^blk\\.13\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 50 |
+
"^blk\\.13\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 51 |
+
"^blk\\.14\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 52 |
+
"^blk\\.14\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 53 |
+
"^blk\\.16\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 54 |
+
"^blk\\.16\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 55 |
+
"^blk\\.17\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 56 |
+
"^blk\\.17\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 57 |
+
"^blk\\.18\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 58 |
+
"^blk\\.18\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 59 |
+
"^blk\\.20\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 60 |
+
"^blk\\.20\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 61 |
+
"^blk\\.21\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 62 |
+
"^blk\\.21\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 63 |
+
"^blk\\.22\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 64 |
+
"^blk\\.22\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 65 |
+
"^blk\\.24\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 66 |
+
"^blk\\.24\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 67 |
+
"^blk\\.25\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 68 |
+
"^blk\\.25\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 69 |
+
"^blk\\.26\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 70 |
+
"^blk\\.26\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 71 |
+
"^blk\\.28\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 72 |
+
"^blk\\.28\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 73 |
+
"^blk\\.29\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 74 |
+
"^blk\\.29\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 75 |
+
"^blk\\.30\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 76 |
+
"^blk\\.30\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 77 |
+
"^blk\\.32\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 78 |
+
"^blk\\.32\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 79 |
+
"^blk\\.33\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 80 |
+
"^blk\\.33\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 81 |
+
"^blk\\.34\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 82 |
+
"^blk\\.34\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 83 |
+
"^blk\\.36\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 84 |
+
"^blk\\.36\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 85 |
+
"^blk\\.37\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 86 |
+
"^blk\\.37\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 87 |
+
"^blk\\.38\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 88 |
+
"^blk\\.38\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32"
|
| 89 |
+
},
|
| 90 |
+
"shape_pins": {},
|
| 91 |
+
"fixed_pins": {
|
| 92 |
+
"blk.0.ssm_alpha.weight": "f32",
|
| 93 |
+
"blk.0.ssm_beta.weight": "f32",
|
| 94 |
+
"blk.1.ssm_alpha.weight": "f32",
|
| 95 |
+
"blk.1.ssm_beta.weight": "f32",
|
| 96 |
+
"blk.2.ssm_alpha.weight": "f32",
|
| 97 |
+
"blk.2.ssm_beta.weight": "f32",
|
| 98 |
+
"blk.4.ssm_alpha.weight": "f32",
|
| 99 |
+
"blk.4.ssm_beta.weight": "f32",
|
| 100 |
+
"blk.5.ssm_alpha.weight": "f32",
|
| 101 |
+
"blk.5.ssm_beta.weight": "f32",
|
| 102 |
+
"blk.6.ssm_alpha.weight": "f32",
|
| 103 |
+
"blk.6.ssm_beta.weight": "f32",
|
| 104 |
+
"blk.8.ssm_alpha.weight": "f32",
|
| 105 |
+
"blk.8.ssm_beta.weight": "f32",
|
| 106 |
+
"blk.9.ssm_alpha.weight": "f32",
|
| 107 |
+
"blk.9.ssm_beta.weight": "f32",
|
| 108 |
+
"blk.10.ssm_alpha.weight": "f32",
|
| 109 |
+
"blk.10.ssm_beta.weight": "f32",
|
| 110 |
+
"blk.12.ssm_alpha.weight": "f32",
|
| 111 |
+
"blk.12.ssm_beta.weight": "f32",
|
| 112 |
+
"blk.13.ssm_alpha.weight": "f32",
|
| 113 |
+
"blk.13.ssm_beta.weight": "f32",
|
| 114 |
+
"blk.14.ssm_alpha.weight": "f32",
|
| 115 |
+
"blk.14.ssm_beta.weight": "f32",
|
| 116 |
+
"blk.16.ssm_alpha.weight": "f32",
|
| 117 |
+
"blk.16.ssm_beta.weight": "f32",
|
| 118 |
+
"blk.17.ssm_alpha.weight": "f32",
|
| 119 |
+
"blk.17.ssm_beta.weight": "f32",
|
| 120 |
+
"blk.18.ssm_alpha.weight": "f32",
|
| 121 |
+
"blk.18.ssm_beta.weight": "f32",
|
| 122 |
+
"blk.20.ssm_alpha.weight": "f32",
|
| 123 |
+
"blk.20.ssm_beta.weight": "f32",
|
| 124 |
+
"blk.21.ssm_alpha.weight": "f32",
|
| 125 |
+
"blk.21.ssm_beta.weight": "f32",
|
| 126 |
+
"blk.22.ssm_alpha.weight": "f32",
|
| 127 |
+
"blk.22.ssm_beta.weight": "f32",
|
| 128 |
+
"blk.24.ssm_alpha.weight": "f32",
|
| 129 |
+
"blk.24.ssm_beta.weight": "f32",
|
| 130 |
+
"blk.25.ssm_alpha.weight": "f32",
|
| 131 |
+
"blk.25.ssm_beta.weight": "f32",
|
| 132 |
+
"blk.26.ssm_alpha.weight": "f32",
|
| 133 |
+
"blk.26.ssm_beta.weight": "f32",
|
| 134 |
+
"blk.28.ssm_alpha.weight": "f32",
|
| 135 |
+
"blk.28.ssm_beta.weight": "f32",
|
| 136 |
+
"blk.29.ssm_alpha.weight": "f32",
|
| 137 |
+
"blk.29.ssm_beta.weight": "f32",
|
| 138 |
+
"blk.30.ssm_alpha.weight": "f32",
|
| 139 |
+
"blk.30.ssm_beta.weight": "f32",
|
| 140 |
+
"blk.32.ssm_alpha.weight": "f32",
|
| 141 |
+
"blk.32.ssm_beta.weight": "f32",
|
| 142 |
+
"blk.33.ssm_alpha.weight": "f32",
|
| 143 |
+
"blk.33.ssm_beta.weight": "f32",
|
| 144 |
+
"blk.34.ssm_alpha.weight": "f32",
|
| 145 |
+
"blk.34.ssm_beta.weight": "f32",
|
| 146 |
+
"blk.36.ssm_alpha.weight": "f32",
|
| 147 |
+
"blk.36.ssm_beta.weight": "f32",
|
| 148 |
+
"blk.37.ssm_alpha.weight": "f32",
|
| 149 |
+
"blk.37.ssm_beta.weight": "f32",
|
| 150 |
+
"blk.38.ssm_alpha.weight": "f32",
|
| 151 |
+
"blk.38.ssm_beta.weight": "f32"
|
| 152 |
+
},
|
| 153 |
+
"embeddings": {
|
| 154 |
+
"output.weight": "q8_0",
|
| 155 |
+
"token_embd.weight": "q8_0"
|
| 156 |
+
},
|
| 157 |
+
"bytes": {
|
| 158 |
+
"heuristic_body+embd": 18690875392,
|
| 159 |
+
"map_body+embd": 19771359232,
|
| 160 |
+
"ratio": 1.0578,
|
| 161 |
+
"note": "quantizable, unpinned tensors only; pinned/unquantized tensors are identical in both"
|
| 162 |
+
},
|
| 163 |
+
"body_base_share": 0.9,
|
| 164 |
+
"body_bpw": 4.448,
|
| 165 |
+
"body_bpw_heuristic": 4.284,
|
| 166 |
+
"total_params": 34660610688,
|
| 167 |
+
"file_bytes_pred": 19875940864,
|
| 168 |
+
"file_bpw_pred": 4.588,
|
| 169 |
+
"histogram": {
|
| 170 |
+
"attn_gate": {
|
| 171 |
+
"q8_0": 15,
|
| 172 |
+
"q6_k": 15
|
| 173 |
+
},
|
| 174 |
+
"attn_k": {
|
| 175 |
+
"q8_0": 10
|
| 176 |
+
},
|
| 177 |
+
"attn_output": {
|
| 178 |
+
"q8_0": 10
|
| 179 |
+
},
|
| 180 |
+
"attn_q": {
|
| 181 |
+
"q8_0": 10
|
| 182 |
+
},
|
| 183 |
+
"attn_qkv": {
|
| 184 |
+
"q8_0": 29,
|
| 185 |
+
"q6_k": 1
|
| 186 |
+
},
|
| 187 |
+
"attn_v": {
|
| 188 |
+
"q8_0": 10
|
| 189 |
+
},
|
| 190 |
+
"ffn_down_exps": {
|
| 191 |
+
"iq4_xs": 39,
|
| 192 |
+
"q6_k": 1
|
| 193 |
+
},
|
| 194 |
+
"ffn_down_shexp": {
|
| 195 |
+
"q8_0": 40
|
| 196 |
+
},
|
| 197 |
+
"ffn_gate_exps": {
|
| 198 |
+
"iq4_xs": 40
|
| 199 |
+
},
|
| 200 |
+
"ffn_gate_shexp": {
|
| 201 |
+
"q8_0": 40
|
| 202 |
+
},
|
| 203 |
+
"ffn_up_exps": {
|
| 204 |
+
"iq4_xs": 39,
|
| 205 |
+
"q5_k": 1
|
| 206 |
+
},
|
| 207 |
+
"ffn_up_shexp": {
|
| 208 |
+
"q8_0": 40
|
| 209 |
+
},
|
| 210 |
+
"ssm_out": {
|
| 211 |
+
"q8_0": 30
|
| 212 |
+
}
|
| 213 |
+
},
|
| 214 |
+
"prior": "layout/prior.json",
|
| 215 |
+
"pin_rule": "floor",
|
| 216 |
+
"embd_cap": "heur",
|
| 217 |
+
"generator": "auto_quant_v2.layout",
|
| 218 |
+
"generator_key": "3bf8b43e20a68f0b",
|
| 219 |
+
"quant_type": "IQ4_XS",
|
| 220 |
+
"quantize_ftype": "IQ4_XS",
|
| 221 |
+
"llama_cpp_version": "b11716",
|
| 222 |
+
"unknown_kinds": {},
|
| 223 |
+
"commit": "0933d56cdc75d35ccd1973a9eebfe2cafbd935d5"
|
| 224 |
+
}
|
layouts/InternScience_MLExpert-IQ4_XS.tensor-types.txt
ADDED
|
@@ -0,0 +1,432 @@
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| 1 |
+
^blk\.0\.ssm_alpha\.weight$=f32
|
| 2 |
+
^blk\.0\.ssm_beta\.weight$=f32
|
| 3 |
+
^blk\.1\.ssm_alpha\.weight$=f32
|
| 4 |
+
^blk\.1\.ssm_beta\.weight$=f32
|
| 5 |
+
^blk\.2\.ssm_alpha\.weight$=f32
|
| 6 |
+
^blk\.2\.ssm_beta\.weight$=f32
|
| 7 |
+
^blk\.4\.ssm_alpha\.weight$=f32
|
| 8 |
+
^blk\.4\.ssm_beta\.weight$=f32
|
| 9 |
+
^blk\.5\.ssm_alpha\.weight$=f32
|
| 10 |
+
^blk\.5\.ssm_beta\.weight$=f32
|
| 11 |
+
^blk\.6\.ssm_alpha\.weight$=f32
|
| 12 |
+
^blk\.6\.ssm_beta\.weight$=f32
|
| 13 |
+
^blk\.8\.ssm_alpha\.weight$=f32
|
| 14 |
+
^blk\.8\.ssm_beta\.weight$=f32
|
| 15 |
+
^blk\.9\.ssm_alpha\.weight$=f32
|
| 16 |
+
^blk\.9\.ssm_beta\.weight$=f32
|
| 17 |
+
^blk\.10\.ssm_alpha\.weight$=f32
|
| 18 |
+
^blk\.10\.ssm_beta\.weight$=f32
|
| 19 |
+
^blk\.12\.ssm_alpha\.weight$=f32
|
| 20 |
+
^blk\.12\.ssm_beta\.weight$=f32
|
| 21 |
+
^blk\.13\.ssm_alpha\.weight$=f32
|
| 22 |
+
^blk\.13\.ssm_beta\.weight$=f32
|
| 23 |
+
^blk\.14\.ssm_alpha\.weight$=f32
|
| 24 |
+
^blk\.14\.ssm_beta\.weight$=f32
|
| 25 |
+
^blk\.16\.ssm_alpha\.weight$=f32
|
| 26 |
+
^blk\.16\.ssm_beta\.weight$=f32
|
| 27 |
+
^blk\.17\.ssm_alpha\.weight$=f32
|
| 28 |
+
^blk\.17\.ssm_beta\.weight$=f32
|
| 29 |
+
^blk\.18\.ssm_alpha\.weight$=f32
|
| 30 |
+
^blk\.18\.ssm_beta\.weight$=f32
|
| 31 |
+
^blk\.20\.ssm_alpha\.weight$=f32
|
| 32 |
+
^blk\.20\.ssm_beta\.weight$=f32
|
| 33 |
+
^blk\.21\.ssm_alpha\.weight$=f32
|
| 34 |
+
^blk\.21\.ssm_beta\.weight$=f32
|
| 35 |
+
^blk\.22\.ssm_alpha\.weight$=f32
|
| 36 |
+
^blk\.22\.ssm_beta\.weight$=f32
|
| 37 |
+
^blk\.24\.ssm_alpha\.weight$=f32
|
| 38 |
+
^blk\.24\.ssm_beta\.weight$=f32
|
| 39 |
+
^blk\.25\.ssm_alpha\.weight$=f32
|
| 40 |
+
^blk\.25\.ssm_beta\.weight$=f32
|
| 41 |
+
^blk\.26\.ssm_alpha\.weight$=f32
|
| 42 |
+
^blk\.26\.ssm_beta\.weight$=f32
|
| 43 |
+
^blk\.28\.ssm_alpha\.weight$=f32
|
| 44 |
+
^blk\.28\.ssm_beta\.weight$=f32
|
| 45 |
+
^blk\.29\.ssm_alpha\.weight$=f32
|
| 46 |
+
^blk\.29\.ssm_beta\.weight$=f32
|
| 47 |
+
^blk\.30\.ssm_alpha\.weight$=f32
|
| 48 |
+
^blk\.30\.ssm_beta\.weight$=f32
|
| 49 |
+
^blk\.32\.ssm_alpha\.weight$=f32
|
| 50 |
+
^blk\.32\.ssm_beta\.weight$=f32
|
| 51 |
+
^blk\.33\.ssm_alpha\.weight$=f32
|
| 52 |
+
^blk\.33\.ssm_beta\.weight$=f32
|
| 53 |
+
^blk\.34\.ssm_alpha\.weight$=f32
|
| 54 |
+
^blk\.34\.ssm_beta\.weight$=f32
|
| 55 |
+
^blk\.36\.ssm_alpha\.weight$=f32
|
| 56 |
+
^blk\.36\.ssm_beta\.weight$=f32
|
| 57 |
+
^blk\.37\.ssm_alpha\.weight$=f32
|
| 58 |
+
^blk\.37\.ssm_beta\.weight$=f32
|
| 59 |
+
^blk\.38\.ssm_alpha\.weight$=f32
|
| 60 |
+
^blk\.38\.ssm_beta\.weight$=f32
|
| 61 |
+
^output\.weight$=q8_0
|
| 62 |
+
^token_embd\.weight$=q8_0
|
| 63 |
+
^blk\.0\.attn_gate\.weight$=q8_0
|
| 64 |
+
^blk\.0\.attn_qkv\.weight$=q8_0
|
| 65 |
+
^blk\.0\.ffn_down_exps\.weight$=iq4_xs
|
| 66 |
+
^blk\.0\.ffn_down_shexp\.weight$=q8_0
|
| 67 |
+
^blk\.0\.ffn_gate_exps\.weight$=iq4_xs
|
| 68 |
+
^blk\.0\.ffn_gate_shexp\.weight$=q8_0
|
| 69 |
+
^blk\.0\.ffn_up_exps\.weight$=iq4_xs
|
| 70 |
+
^blk\.0\.ffn_up_shexp\.weight$=q8_0
|
| 71 |
+
^blk\.0\.ssm_out\.weight$=q8_0
|
| 72 |
+
^blk\.1\.attn_gate\.weight$=q8_0
|
| 73 |
+
^blk\.1\.attn_qkv\.weight$=q8_0
|
| 74 |
+
^blk\.1\.ffn_down_exps\.weight$=iq4_xs
|
| 75 |
+
^blk\.1\.ffn_down_shexp\.weight$=q8_0
|
| 76 |
+
^blk\.1\.ffn_gate_exps\.weight$=iq4_xs
|
| 77 |
+
^blk\.1\.ffn_gate_shexp\.weight$=q8_0
|
| 78 |
+
^blk\.1\.ffn_up_exps\.weight$=iq4_xs
|
| 79 |
+
^blk\.1\.ffn_up_shexp\.weight$=q8_0
|
| 80 |
+
^blk\.1\.ssm_out\.weight$=q8_0
|
| 81 |
+
^blk\.2\.attn_gate\.weight$=q8_0
|
| 82 |
+
^blk\.2\.attn_qkv\.weight$=q8_0
|
| 83 |
+
^blk\.2\.ffn_down_exps\.weight$=iq4_xs
|
| 84 |
+
^blk\.2\.ffn_down_shexp\.weight$=q8_0
|
| 85 |
+
^blk\.2\.ffn_gate_exps\.weight$=iq4_xs
|
| 86 |
+
^blk\.2\.ffn_gate_shexp\.weight$=q8_0
|
| 87 |
+
^blk\.2\.ffn_up_exps\.weight$=iq4_xs
|
| 88 |
+
^blk\.2\.ffn_up_shexp\.weight$=q8_0
|
| 89 |
+
^blk\.2\.ssm_out\.weight$=q8_0
|
| 90 |
+
^blk\.3\.attn_k\.weight$=q8_0
|
| 91 |
+
^blk\.3\.attn_output\.weight$=q8_0
|
| 92 |
+
^blk\.3\.attn_q\.weight$=q8_0
|
| 93 |
+
^blk\.3\.attn_v\.weight$=q8_0
|
| 94 |
+
^blk\.3\.ffn_down_exps\.weight$=iq4_xs
|
| 95 |
+
^blk\.3\.ffn_down_shexp\.weight$=q8_0
|
| 96 |
+
^blk\.3\.ffn_gate_exps\.weight$=iq4_xs
|
| 97 |
+
^blk\.3\.ffn_gate_shexp\.weight$=q8_0
|
| 98 |
+
^blk\.3\.ffn_up_exps\.weight$=iq4_xs
|
| 99 |
+
^blk\.3\.ffn_up_shexp\.weight$=q8_0
|
| 100 |
+
^blk\.4\.attn_gate\.weight$=q8_0
|
| 101 |
+
^blk\.4\.attn_qkv\.weight$=q8_0
|
| 102 |
+
^blk\.4\.ffn_down_exps\.weight$=iq4_xs
|
| 103 |
+
^blk\.4\.ffn_down_shexp\.weight$=q8_0
|
| 104 |
+
^blk\.4\.ffn_gate_exps\.weight$=iq4_xs
|
| 105 |
+
^blk\.4\.ffn_gate_shexp\.weight$=q8_0
|
| 106 |
+
^blk\.4\.ffn_up_exps\.weight$=iq4_xs
|
| 107 |
+
^blk\.4\.ffn_up_shexp\.weight$=q8_0
|
| 108 |
+
^blk\.4\.ssm_out\.weight$=q8_0
|
| 109 |
+
^blk\.5\.attn_gate\.weight$=q8_0
|
| 110 |
+
^blk\.5\.attn_qkv\.weight$=q8_0
|
| 111 |
+
^blk\.5\.ffn_down_exps\.weight$=iq4_xs
|
| 112 |
+
^blk\.5\.ffn_down_shexp\.weight$=q8_0
|
| 113 |
+
^blk\.5\.ffn_gate_exps\.weight$=iq4_xs
|
| 114 |
+
^blk\.5\.ffn_gate_shexp\.weight$=q8_0
|
| 115 |
+
^blk\.5\.ffn_up_exps\.weight$=iq4_xs
|
| 116 |
+
^blk\.5\.ffn_up_shexp\.weight$=q8_0
|
| 117 |
+
^blk\.5\.ssm_out\.weight$=q8_0
|
| 118 |
+
^blk\.6\.attn_gate\.weight$=q8_0
|
| 119 |
+
^blk\.6\.attn_qkv\.weight$=q8_0
|
| 120 |
+
^blk\.6\.ffn_down_exps\.weight$=iq4_xs
|
| 121 |
+
^blk\.6\.ffn_down_shexp\.weight$=q8_0
|
| 122 |
+
^blk\.6\.ffn_gate_exps\.weight$=iq4_xs
|
| 123 |
+
^blk\.6\.ffn_gate_shexp\.weight$=q8_0
|
| 124 |
+
^blk\.6\.ffn_up_exps\.weight$=iq4_xs
|
| 125 |
+
^blk\.6\.ffn_up_shexp\.weight$=q8_0
|
| 126 |
+
^blk\.6\.ssm_out\.weight$=q8_0
|
| 127 |
+
^blk\.7\.attn_k\.weight$=q8_0
|
| 128 |
+
^blk\.7\.attn_output\.weight$=q8_0
|
| 129 |
+
^blk\.7\.attn_q\.weight$=q8_0
|
| 130 |
+
^blk\.7\.attn_v\.weight$=q8_0
|
| 131 |
+
^blk\.7\.ffn_down_exps\.weight$=iq4_xs
|
| 132 |
+
^blk\.7\.ffn_down_shexp\.weight$=q8_0
|
| 133 |
+
^blk\.7\.ffn_gate_exps\.weight$=iq4_xs
|
| 134 |
+
^blk\.7\.ffn_gate_shexp\.weight$=q8_0
|
| 135 |
+
^blk\.7\.ffn_up_exps\.weight$=iq4_xs
|
| 136 |
+
^blk\.7\.ffn_up_shexp\.weight$=q8_0
|
| 137 |
+
^blk\.8\.attn_gate\.weight$=q8_0
|
| 138 |
+
^blk\.8\.attn_qkv\.weight$=q8_0
|
| 139 |
+
^blk\.8\.ffn_down_exps\.weight$=iq4_xs
|
| 140 |
+
^blk\.8\.ffn_down_shexp\.weight$=q8_0
|
| 141 |
+
^blk\.8\.ffn_gate_exps\.weight$=iq4_xs
|
| 142 |
+
^blk\.8\.ffn_gate_shexp\.weight$=q8_0
|
| 143 |
+
^blk\.8\.ffn_up_exps\.weight$=iq4_xs
|
| 144 |
+
^blk\.8\.ffn_up_shexp\.weight$=q8_0
|
| 145 |
+
^blk\.8\.ssm_out\.weight$=q8_0
|
| 146 |
+
^blk\.9\.attn_gate\.weight$=q8_0
|
| 147 |
+
^blk\.9\.attn_qkv\.weight$=q8_0
|
| 148 |
+
^blk\.9\.ffn_down_exps\.weight$=iq4_xs
|
| 149 |
+
^blk\.9\.ffn_down_shexp\.weight$=q8_0
|
| 150 |
+
^blk\.9\.ffn_gate_exps\.weight$=iq4_xs
|
| 151 |
+
^blk\.9\.ffn_gate_shexp\.weight$=q8_0
|
| 152 |
+
^blk\.9\.ffn_up_exps\.weight$=iq4_xs
|
| 153 |
+
^blk\.9\.ffn_up_shexp\.weight$=q8_0
|
| 154 |
+
^blk\.9\.ssm_out\.weight$=q8_0
|
| 155 |
+
^blk\.10\.attn_gate\.weight$=q6_k
|
| 156 |
+
^blk\.10\.attn_qkv\.weight$=q8_0
|
| 157 |
+
^blk\.10\.ffn_down_exps\.weight$=iq4_xs
|
| 158 |
+
^blk\.10\.ffn_down_shexp\.weight$=q8_0
|
| 159 |
+
^blk\.10\.ffn_gate_exps\.weight$=iq4_xs
|
| 160 |
+
^blk\.10\.ffn_gate_shexp\.weight$=q8_0
|
| 161 |
+
^blk\.10\.ffn_up_exps\.weight$=iq4_xs
|
| 162 |
+
^blk\.10\.ffn_up_shexp\.weight$=q8_0
|
| 163 |
+
^blk\.10\.ssm_out\.weight$=q8_0
|
| 164 |
+
^blk\.11\.attn_k\.weight$=q8_0
|
| 165 |
+
^blk\.11\.attn_output\.weight$=q8_0
|
| 166 |
+
^blk\.11\.attn_q\.weight$=q8_0
|
| 167 |
+
^blk\.11\.attn_v\.weight$=q8_0
|
| 168 |
+
^blk\.11\.ffn_down_exps\.weight$=iq4_xs
|
| 169 |
+
^blk\.11\.ffn_down_shexp\.weight$=q8_0
|
| 170 |
+
^blk\.11\.ffn_gate_exps\.weight$=iq4_xs
|
| 171 |
+
^blk\.11\.ffn_gate_shexp\.weight$=q8_0
|
| 172 |
+
^blk\.11\.ffn_up_exps\.weight$=iq4_xs
|
| 173 |
+
^blk\.11\.ffn_up_shexp\.weight$=q8_0
|
| 174 |
+
^blk\.12\.attn_gate\.weight$=q6_k
|
| 175 |
+
^blk\.12\.attn_qkv\.weight$=q8_0
|
| 176 |
+
^blk\.12\.ffn_down_exps\.weight$=iq4_xs
|
| 177 |
+
^blk\.12\.ffn_down_shexp\.weight$=q8_0
|
| 178 |
+
^blk\.12\.ffn_gate_exps\.weight$=iq4_xs
|
| 179 |
+
^blk\.12\.ffn_gate_shexp\.weight$=q8_0
|
| 180 |
+
^blk\.12\.ffn_up_exps\.weight$=iq4_xs
|
| 181 |
+
^blk\.12\.ffn_up_shexp\.weight$=q8_0
|
| 182 |
+
^blk\.12\.ssm_out\.weight$=q8_0
|
| 183 |
+
^blk\.13\.attn_gate\.weight$=q6_k
|
| 184 |
+
^blk\.13\.attn_qkv\.weight$=q8_0
|
| 185 |
+
^blk\.13\.ffn_down_exps\.weight$=iq4_xs
|
| 186 |
+
^blk\.13\.ffn_down_shexp\.weight$=q8_0
|
| 187 |
+
^blk\.13\.ffn_gate_exps\.weight$=iq4_xs
|
| 188 |
+
^blk\.13\.ffn_gate_shexp\.weight$=q8_0
|
| 189 |
+
^blk\.13\.ffn_up_exps\.weight$=iq4_xs
|
| 190 |
+
^blk\.13\.ffn_up_shexp\.weight$=q8_0
|
| 191 |
+
^blk\.13\.ssm_out\.weight$=q8_0
|
| 192 |
+
^blk\.14\.attn_gate\.weight$=q6_k
|
| 193 |
+
^blk\.14\.attn_qkv\.weight$=q8_0
|
| 194 |
+
^blk\.14\.ffn_down_exps\.weight$=iq4_xs
|
| 195 |
+
^blk\.14\.ffn_down_shexp\.weight$=q8_0
|
| 196 |
+
^blk\.14\.ffn_gate_exps\.weight$=iq4_xs
|
| 197 |
+
^blk\.14\.ffn_gate_shexp\.weight$=q8_0
|
| 198 |
+
^blk\.14\.ffn_up_exps\.weight$=iq4_xs
|
| 199 |
+
^blk\.14\.ffn_up_shexp\.weight$=q8_0
|
| 200 |
+
^blk\.14\.ssm_out\.weight$=q8_0
|
| 201 |
+
^blk\.15\.attn_k\.weight$=q8_0
|
| 202 |
+
^blk\.15\.attn_output\.weight$=q8_0
|
| 203 |
+
^blk\.15\.attn_q\.weight$=q8_0
|
| 204 |
+
^blk\.15\.attn_v\.weight$=q8_0
|
| 205 |
+
^blk\.15\.ffn_down_exps\.weight$=iq4_xs
|
| 206 |
+
^blk\.15\.ffn_down_shexp\.weight$=q8_0
|
| 207 |
+
^blk\.15\.ffn_gate_exps\.weight$=iq4_xs
|
| 208 |
+
^blk\.15\.ffn_gate_shexp\.weight$=q8_0
|
| 209 |
+
^blk\.15\.ffn_up_exps\.weight$=iq4_xs
|
| 210 |
+
^blk\.15\.ffn_up_shexp\.weight$=q8_0
|
| 211 |
+
^blk\.16\.attn_gate\.weight$=q6_k
|
| 212 |
+
^blk\.16\.attn_qkv\.weight$=q8_0
|
| 213 |
+
^blk\.16\.ffn_down_exps\.weight$=iq4_xs
|
| 214 |
+
^blk\.16\.ffn_down_shexp\.weight$=q8_0
|
| 215 |
+
^blk\.16\.ffn_gate_exps\.weight$=iq4_xs
|
| 216 |
+
^blk\.16\.ffn_gate_shexp\.weight$=q8_0
|
| 217 |
+
^blk\.16\.ffn_up_exps\.weight$=iq4_xs
|
| 218 |
+
^blk\.16\.ffn_up_shexp\.weight$=q8_0
|
| 219 |
+
^blk\.16\.ssm_out\.weight$=q8_0
|
| 220 |
+
^blk\.17\.attn_gate\.weight$=q6_k
|
| 221 |
+
^blk\.17\.attn_qkv\.weight$=q8_0
|
| 222 |
+
^blk\.17\.ffn_down_exps\.weight$=iq4_xs
|
| 223 |
+
^blk\.17\.ffn_down_shexp\.weight$=q8_0
|
| 224 |
+
^blk\.17\.ffn_gate_exps\.weight$=iq4_xs
|
| 225 |
+
^blk\.17\.ffn_gate_shexp\.weight$=q8_0
|
| 226 |
+
^blk\.17\.ffn_up_exps\.weight$=iq4_xs
|
| 227 |
+
^blk\.17\.ffn_up_shexp\.weight$=q8_0
|
| 228 |
+
^blk\.17\.ssm_out\.weight$=q8_0
|
| 229 |
+
^blk\.18\.attn_gate\.weight$=q6_k
|
| 230 |
+
^blk\.18\.attn_qkv\.weight$=q8_0
|
| 231 |
+
^blk\.18\.ffn_down_exps\.weight$=iq4_xs
|
| 232 |
+
^blk\.18\.ffn_down_shexp\.weight$=q8_0
|
| 233 |
+
^blk\.18\.ffn_gate_exps\.weight$=iq4_xs
|
| 234 |
+
^blk\.18\.ffn_gate_shexp\.weight$=q8_0
|
| 235 |
+
^blk\.18\.ffn_up_exps\.weight$=iq4_xs
|
| 236 |
+
^blk\.18\.ffn_up_shexp\.weight$=q8_0
|
| 237 |
+
^blk\.18\.ssm_out\.weight$=q8_0
|
| 238 |
+
^blk\.19\.attn_k\.weight$=q8_0
|
| 239 |
+
^blk\.19\.attn_output\.weight$=q8_0
|
| 240 |
+
^blk\.19\.attn_q\.weight$=q8_0
|
| 241 |
+
^blk\.19\.attn_v\.weight$=q8_0
|
| 242 |
+
^blk\.19\.ffn_down_exps\.weight$=iq4_xs
|
| 243 |
+
^blk\.19\.ffn_down_shexp\.weight$=q8_0
|
| 244 |
+
^blk\.19\.ffn_gate_exps\.weight$=iq4_xs
|
| 245 |
+
^blk\.19\.ffn_gate_shexp\.weight$=q8_0
|
| 246 |
+
^blk\.19\.ffn_up_exps\.weight$=iq4_xs
|
| 247 |
+
^blk\.19\.ffn_up_shexp\.weight$=q8_0
|
| 248 |
+
^blk\.20\.attn_gate\.weight$=q6_k
|
| 249 |
+
^blk\.20\.attn_qkv\.weight$=q8_0
|
| 250 |
+
^blk\.20\.ffn_down_exps\.weight$=iq4_xs
|
| 251 |
+
^blk\.20\.ffn_down_shexp\.weight$=q8_0
|
| 252 |
+
^blk\.20\.ffn_gate_exps\.weight$=iq4_xs
|
| 253 |
+
^blk\.20\.ffn_gate_shexp\.weight$=q8_0
|
| 254 |
+
^blk\.20\.ffn_up_exps\.weight$=iq4_xs
|
| 255 |
+
^blk\.20\.ffn_up_shexp\.weight$=q8_0
|
| 256 |
+
^blk\.20\.ssm_out\.weight$=q8_0
|
| 257 |
+
^blk\.21\.attn_gate\.weight$=q6_k
|
| 258 |
+
^blk\.21\.attn_qkv\.weight$=q8_0
|
| 259 |
+
^blk\.21\.ffn_down_exps\.weight$=iq4_xs
|
| 260 |
+
^blk\.21\.ffn_down_shexp\.weight$=q8_0
|
| 261 |
+
^blk\.21\.ffn_gate_exps\.weight$=iq4_xs
|
| 262 |
+
^blk\.21\.ffn_gate_shexp\.weight$=q8_0
|
| 263 |
+
^blk\.21\.ffn_up_exps\.weight$=iq4_xs
|
| 264 |
+
^blk\.21\.ffn_up_shexp\.weight$=q8_0
|
| 265 |
+
^blk\.21\.ssm_out\.weight$=q8_0
|
| 266 |
+
^blk\.22\.attn_gate\.weight$=q6_k
|
| 267 |
+
^blk\.22\.attn_qkv\.weight$=q8_0
|
| 268 |
+
^blk\.22\.ffn_down_exps\.weight$=iq4_xs
|
| 269 |
+
^blk\.22\.ffn_down_shexp\.weight$=q8_0
|
| 270 |
+
^blk\.22\.ffn_gate_exps\.weight$=iq4_xs
|
| 271 |
+
^blk\.22\.ffn_gate_shexp\.weight$=q8_0
|
| 272 |
+
^blk\.22\.ffn_up_exps\.weight$=iq4_xs
|
| 273 |
+
^blk\.22\.ffn_up_shexp\.weight$=q8_0
|
| 274 |
+
^blk\.22\.ssm_out\.weight$=q8_0
|
| 275 |
+
^blk\.23\.attn_k\.weight$=q8_0
|
| 276 |
+
^blk\.23\.attn_output\.weight$=q8_0
|
| 277 |
+
^blk\.23\.attn_q\.weight$=q8_0
|
| 278 |
+
^blk\.23\.attn_v\.weight$=q8_0
|
| 279 |
+
^blk\.23\.ffn_down_exps\.weight$=iq4_xs
|
| 280 |
+
^blk\.23\.ffn_down_shexp\.weight$=q8_0
|
| 281 |
+
^blk\.23\.ffn_gate_exps\.weight$=iq4_xs
|
| 282 |
+
^blk\.23\.ffn_gate_shexp\.weight$=q8_0
|
| 283 |
+
^blk\.23\.ffn_up_exps\.weight$=iq4_xs
|
| 284 |
+
^blk\.23\.ffn_up_shexp\.weight$=q8_0
|
| 285 |
+
^blk\.24\.attn_gate\.weight$=q6_k
|
| 286 |
+
^blk\.24\.attn_qkv\.weight$=q8_0
|
| 287 |
+
^blk\.24\.ffn_down_exps\.weight$=iq4_xs
|
| 288 |
+
^blk\.24\.ffn_down_shexp\.weight$=q8_0
|
| 289 |
+
^blk\.24\.ffn_gate_exps\.weight$=iq4_xs
|
| 290 |
+
^blk\.24\.ffn_gate_shexp\.weight$=q8_0
|
| 291 |
+
^blk\.24\.ffn_up_exps\.weight$=iq4_xs
|
| 292 |
+
^blk\.24\.ffn_up_shexp\.weight$=q8_0
|
| 293 |
+
^blk\.24\.ssm_out\.weight$=q8_0
|
| 294 |
+
^blk\.25\.attn_gate\.weight$=q6_k
|
| 295 |
+
^blk\.25\.attn_qkv\.weight$=q8_0
|
| 296 |
+
^blk\.25\.ffn_down_exps\.weight$=iq4_xs
|
| 297 |
+
^blk\.25\.ffn_down_shexp\.weight$=q8_0
|
| 298 |
+
^blk\.25\.ffn_gate_exps\.weight$=iq4_xs
|
| 299 |
+
^blk\.25\.ffn_gate_shexp\.weight$=q8_0
|
| 300 |
+
^blk\.25\.ffn_up_exps\.weight$=iq4_xs
|
| 301 |
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^blk\.25\.ffn_up_shexp\.weight$=q8_0
|
| 302 |
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^blk\.25\.ssm_out\.weight$=q8_0
|
| 303 |
+
^blk\.26\.attn_gate\.weight$=q6_k
|
| 304 |
+
^blk\.26\.attn_qkv\.weight$=q8_0
|
| 305 |
+
^blk\.26\.ffn_down_exps\.weight$=iq4_xs
|
| 306 |
+
^blk\.26\.ffn_down_shexp\.weight$=q8_0
|
| 307 |
+
^blk\.26\.ffn_gate_exps\.weight$=iq4_xs
|
| 308 |
+
^blk\.26\.ffn_gate_shexp\.weight$=q8_0
|
| 309 |
+
^blk\.26\.ffn_up_exps\.weight$=iq4_xs
|
| 310 |
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^blk\.26\.ffn_up_shexp\.weight$=q8_0
|
| 311 |
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^blk\.26\.ssm_out\.weight$=q8_0
|
| 312 |
+
^blk\.27\.attn_k\.weight$=q8_0
|
| 313 |
+
^blk\.27\.attn_output\.weight$=q8_0
|
| 314 |
+
^blk\.27\.attn_q\.weight$=q8_0
|
| 315 |
+
^blk\.27\.attn_v\.weight$=q8_0
|
| 316 |
+
^blk\.27\.ffn_down_exps\.weight$=iq4_xs
|
| 317 |
+
^blk\.27\.ffn_down_shexp\.weight$=q8_0
|
| 318 |
+
^blk\.27\.ffn_gate_exps\.weight$=iq4_xs
|
| 319 |
+
^blk\.27\.ffn_gate_shexp\.weight$=q8_0
|
| 320 |
+
^blk\.27\.ffn_up_exps\.weight$=iq4_xs
|
| 321 |
+
^blk\.27\.ffn_up_shexp\.weight$=q8_0
|
| 322 |
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^blk\.28\.attn_gate\.weight$=q6_k
|
| 323 |
+
^blk\.28\.attn_qkv\.weight$=q8_0
|
| 324 |
+
^blk\.28\.ffn_down_exps\.weight$=iq4_xs
|
| 325 |
+
^blk\.28\.ffn_down_shexp\.weight$=q8_0
|
| 326 |
+
^blk\.28\.ffn_gate_exps\.weight$=iq4_xs
|
| 327 |
+
^blk\.28\.ffn_gate_shexp\.weight$=q8_0
|
| 328 |
+
^blk\.28\.ffn_up_exps\.weight$=iq4_xs
|
| 329 |
+
^blk\.28\.ffn_up_shexp\.weight$=q8_0
|
| 330 |
+
^blk\.28\.ssm_out\.weight$=q8_0
|
| 331 |
+
^blk\.29\.attn_gate\.weight$=q6_k
|
| 332 |
+
^blk\.29\.attn_qkv\.weight$=q8_0
|
| 333 |
+
^blk\.29\.ffn_down_exps\.weight$=iq4_xs
|
| 334 |
+
^blk\.29\.ffn_down_shexp\.weight$=q8_0
|
| 335 |
+
^blk\.29\.ffn_gate_exps\.weight$=iq4_xs
|
| 336 |
+
^blk\.29\.ffn_gate_shexp\.weight$=q8_0
|
| 337 |
+
^blk\.29\.ffn_up_exps\.weight$=iq4_xs
|
| 338 |
+
^blk\.29\.ffn_up_shexp\.weight$=q8_0
|
| 339 |
+
^blk\.29\.ssm_out\.weight$=q8_0
|
| 340 |
+
^blk\.30\.attn_gate\.weight$=q8_0
|
| 341 |
+
^blk\.30\.attn_qkv\.weight$=q8_0
|
| 342 |
+
^blk\.30\.ffn_down_exps\.weight$=iq4_xs
|
| 343 |
+
^blk\.30\.ffn_down_shexp\.weight$=q8_0
|
| 344 |
+
^blk\.30\.ffn_gate_exps\.weight$=iq4_xs
|
| 345 |
+
^blk\.30\.ffn_gate_shexp\.weight$=q8_0
|
| 346 |
+
^blk\.30\.ffn_up_exps\.weight$=iq4_xs
|
| 347 |
+
^blk\.30\.ffn_up_shexp\.weight$=q8_0
|
| 348 |
+
^blk\.30\.ssm_out\.weight$=q8_0
|
| 349 |
+
^blk\.31\.attn_k\.weight$=q8_0
|
| 350 |
+
^blk\.31\.attn_output\.weight$=q8_0
|
| 351 |
+
^blk\.31\.attn_q\.weight$=q8_0
|
| 352 |
+
^blk\.31\.attn_v\.weight$=q8_0
|
| 353 |
+
^blk\.31\.ffn_down_exps\.weight$=iq4_xs
|
| 354 |
+
^blk\.31\.ffn_down_shexp\.weight$=q8_0
|
| 355 |
+
^blk\.31\.ffn_gate_exps\.weight$=iq4_xs
|
| 356 |
+
^blk\.31\.ffn_gate_shexp\.weight$=q8_0
|
| 357 |
+
^blk\.31\.ffn_up_exps\.weight$=iq4_xs
|
| 358 |
+
^blk\.31\.ffn_up_shexp\.weight$=q8_0
|
| 359 |
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^blk\.32\.attn_gate\.weight$=q8_0
|
| 360 |
+
^blk\.32\.attn_qkv\.weight$=q8_0
|
| 361 |
+
^blk\.32\.ffn_down_exps\.weight$=iq4_xs
|
| 362 |
+
^blk\.32\.ffn_down_shexp\.weight$=q8_0
|
| 363 |
+
^blk\.32\.ffn_gate_exps\.weight$=iq4_xs
|
| 364 |
+
^blk\.32\.ffn_gate_shexp\.weight$=q8_0
|
| 365 |
+
^blk\.32\.ffn_up_exps\.weight$=iq4_xs
|
| 366 |
+
^blk\.32\.ffn_up_shexp\.weight$=q8_0
|
| 367 |
+
^blk\.32\.ssm_out\.weight$=q8_0
|
| 368 |
+
^blk\.33\.attn_gate\.weight$=q8_0
|
| 369 |
+
^blk\.33\.attn_qkv\.weight$=q8_0
|
| 370 |
+
^blk\.33\.ffn_down_exps\.weight$=iq4_xs
|
| 371 |
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^blk\.33\.ffn_down_shexp\.weight$=q8_0
|
| 372 |
+
^blk\.33\.ffn_gate_exps\.weight$=iq4_xs
|
| 373 |
+
^blk\.33\.ffn_gate_shexp\.weight$=q8_0
|
| 374 |
+
^blk\.33\.ffn_up_exps\.weight$=iq4_xs
|
| 375 |
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^blk\.33\.ffn_up_shexp\.weight$=q8_0
|
| 376 |
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^blk\.33\.ssm_out\.weight$=q8_0
|
| 377 |
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^blk\.34\.attn_gate\.weight$=q8_0
|
| 378 |
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^blk\.34\.attn_qkv\.weight$=q8_0
|
| 379 |
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^blk\.34\.ffn_down_exps\.weight$=iq4_xs
|
| 380 |
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^blk\.34\.ffn_down_shexp\.weight$=q8_0
|
| 381 |
+
^blk\.34\.ffn_gate_exps\.weight$=iq4_xs
|
| 382 |
+
^blk\.34\.ffn_gate_shexp\.weight$=q8_0
|
| 383 |
+
^blk\.34\.ffn_up_exps\.weight$=iq4_xs
|
| 384 |
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^blk\.34\.ffn_up_shexp\.weight$=q8_0
|
| 385 |
+
^blk\.34\.ssm_out\.weight$=q8_0
|
| 386 |
+
^blk\.35\.attn_k\.weight$=q8_0
|
| 387 |
+
^blk\.35\.attn_output\.weight$=q8_0
|
| 388 |
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^blk\.35\.attn_q\.weight$=q8_0
|
| 389 |
+
^blk\.35\.attn_v\.weight$=q8_0
|
| 390 |
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^blk\.35\.ffn_down_exps\.weight$=iq4_xs
|
| 391 |
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^blk\.35\.ffn_down_shexp\.weight$=q8_0
|
| 392 |
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^blk\.35\.ffn_gate_exps\.weight$=iq4_xs
|
| 393 |
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^blk\.35\.ffn_gate_shexp\.weight$=q8_0
|
| 394 |
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^blk\.35\.ffn_up_exps\.weight$=iq4_xs
|
| 395 |
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^blk\.35\.ffn_up_shexp\.weight$=q8_0
|
| 396 |
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^blk\.36\.attn_gate\.weight$=q8_0
|
| 397 |
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^blk\.36\.attn_qkv\.weight$=q8_0
|
| 398 |
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^blk\.36\.ffn_down_exps\.weight$=iq4_xs
|
| 399 |
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^blk\.36\.ffn_down_shexp\.weight$=q8_0
|
| 400 |
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^blk\.36\.ffn_gate_exps\.weight$=iq4_xs
|
| 401 |
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^blk\.36\.ffn_gate_shexp\.weight$=q8_0
|
| 402 |
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^blk\.36\.ffn_up_exps\.weight$=iq4_xs
|
| 403 |
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^blk\.36\.ffn_up_shexp\.weight$=q8_0
|
| 404 |
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^blk\.36\.ssm_out\.weight$=q8_0
|
| 405 |
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^blk\.37\.attn_gate\.weight$=q8_0
|
| 406 |
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^blk\.37\.attn_qkv\.weight$=q8_0
|
| 407 |
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^blk\.37\.ffn_down_exps\.weight$=iq4_xs
|
| 408 |
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^blk\.37\.ffn_down_shexp\.weight$=q8_0
|
| 409 |
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^blk\.37\.ffn_gate_exps\.weight$=iq4_xs
|
| 410 |
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^blk\.37\.ffn_gate_shexp\.weight$=q8_0
|
| 411 |
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^blk\.37\.ffn_up_exps\.weight$=iq4_xs
|
| 412 |
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^blk\.37\.ffn_up_shexp\.weight$=q8_0
|
| 413 |
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^blk\.37\.ssm_out\.weight$=q8_0
|
| 414 |
+
^blk\.38\.attn_gate\.weight$=q8_0
|
| 415 |
+
^blk\.38\.attn_qkv\.weight$=q6_k
|
| 416 |
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^blk\.38\.ffn_down_exps\.weight$=iq4_xs
|
| 417 |
+
^blk\.38\.ffn_down_shexp\.weight$=q8_0
|
| 418 |
+
^blk\.38\.ffn_gate_exps\.weight$=iq4_xs
|
| 419 |
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^blk\.38\.ffn_gate_shexp\.weight$=q8_0
|
| 420 |
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^blk\.38\.ffn_up_exps\.weight$=iq4_xs
|
| 421 |
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^blk\.38\.ffn_up_shexp\.weight$=q8_0
|
| 422 |
+
^blk\.38\.ssm_out\.weight$=q8_0
|
| 423 |
+
^blk\.39\.attn_k\.weight$=q8_0
|
| 424 |
+
^blk\.39\.attn_output\.weight$=q8_0
|
| 425 |
+
^blk\.39\.attn_q\.weight$=q8_0
|
| 426 |
+
^blk\.39\.attn_v\.weight$=q8_0
|
| 427 |
+
^blk\.39\.ffn_down_exps\.weight$=q6_k
|
| 428 |
+
^blk\.39\.ffn_down_shexp\.weight$=q8_0
|
| 429 |
+
^blk\.39\.ffn_gate_exps\.weight$=iq4_xs
|
| 430 |
+
^blk\.39\.ffn_gate_shexp\.weight$=q8_0
|
| 431 |
+
^blk\.39\.ffn_up_exps\.weight$=q5_k
|
| 432 |
+
^blk\.39\.ffn_up_shexp\.weight$=q8_0
|
layouts/InternScience_MLExpert-Q2_K.layout.json
ADDED
|
@@ -0,0 +1,229 @@
|
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|
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|
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|
|
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|
|
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|
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|
|
|
|
|
|
|
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|
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|
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|
|
|
|
|
|
|
|
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|
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|
|
|
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|
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|
|
|
|
|
|
|
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|
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|
|
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|
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|
|
|
| 1 |
+
{
|
| 2 |
+
"model": "/media/m2teamgroup/models/MLExpert-GGUF/InternScience_MLExpert-bf16.gguf",
|
| 3 |
+
"imatrix": "/media/m2teamgroup/models/MLExpert-GGUF/InternScience_MLExpert-imatrix.gguf",
|
| 4 |
+
"ftype": "Q2_K",
|
| 5 |
+
"base_type": "q2_k",
|
| 6 |
+
"family": "k",
|
| 7 |
+
"recipe": "ident",
|
| 8 |
+
"variant": "shr0.70",
|
| 9 |
+
"auto_crush": false,
|
| 10 |
+
"rung_mode": "share",
|
| 11 |
+
"tier": "M",
|
| 12 |
+
"rung_share": 0.7,
|
| 13 |
+
"crush_pass_bytes": null,
|
| 14 |
+
"embd_shares": {
|
| 15 |
+
"output.weight": {
|
| 16 |
+
"share": 0.0331,
|
| 17 |
+
"type": "q5_k"
|
| 18 |
+
},
|
| 19 |
+
"token_embd.weight": {
|
| 20 |
+
"share": 0.0132,
|
| 21 |
+
"type": "q8_0"
|
| 22 |
+
}
|
| 23 |
+
},
|
| 24 |
+
"arch": "moe",
|
| 25 |
+
"tied": false,
|
| 26 |
+
"n_layer": 40,
|
| 27 |
+
"body_rule": true,
|
| 28 |
+
"pins": {
|
| 29 |
+
"^blk\\.0\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 30 |
+
"^blk\\.0\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 31 |
+
"^blk\\.1\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 32 |
+
"^blk\\.1\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 33 |
+
"^blk\\.2\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 34 |
+
"^blk\\.2\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 35 |
+
"^blk\\.4\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 36 |
+
"^blk\\.4\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 37 |
+
"^blk\\.5\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 38 |
+
"^blk\\.5\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 39 |
+
"^blk\\.6\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 40 |
+
"^blk\\.6\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 41 |
+
"^blk\\.8\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 42 |
+
"^blk\\.8\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 43 |
+
"^blk\\.9\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 44 |
+
"^blk\\.9\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 45 |
+
"^blk\\.10\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 46 |
+
"^blk\\.10\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 47 |
+
"^blk\\.12\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 48 |
+
"^blk\\.12\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 49 |
+
"^blk\\.13\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 50 |
+
"^blk\\.13\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 51 |
+
"^blk\\.14\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 52 |
+
"^blk\\.14\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 53 |
+
"^blk\\.16\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 54 |
+
"^blk\\.16\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 55 |
+
"^blk\\.17\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 56 |
+
"^blk\\.17\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 57 |
+
"^blk\\.18\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 58 |
+
"^blk\\.18\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 59 |
+
"^blk\\.20\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 60 |
+
"^blk\\.20\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 61 |
+
"^blk\\.21\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 62 |
+
"^blk\\.21\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 63 |
+
"^blk\\.22\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 64 |
+
"^blk\\.22\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 65 |
+
"^blk\\.24\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 66 |
+
"^blk\\.24\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 67 |
+
"^blk\\.25\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 68 |
+
"^blk\\.25\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 69 |
+
"^blk\\.26\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 70 |
+
"^blk\\.26\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 71 |
+
"^blk\\.28\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 72 |
+
"^blk\\.28\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 73 |
+
"^blk\\.29\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 74 |
+
"^blk\\.29\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 75 |
+
"^blk\\.30\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 76 |
+
"^blk\\.30\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 77 |
+
"^blk\\.32\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 78 |
+
"^blk\\.32\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 79 |
+
"^blk\\.33\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 80 |
+
"^blk\\.33\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 81 |
+
"^blk\\.34\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 82 |
+
"^blk\\.34\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 83 |
+
"^blk\\.36\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 84 |
+
"^blk\\.36\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 85 |
+
"^blk\\.37\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 86 |
+
"^blk\\.37\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 87 |
+
"^blk\\.38\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 88 |
+
"^blk\\.38\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32"
|
| 89 |
+
},
|
| 90 |
+
"shape_pins": {},
|
| 91 |
+
"fixed_pins": {
|
| 92 |
+
"blk.0.ssm_alpha.weight": "f32",
|
| 93 |
+
"blk.0.ssm_beta.weight": "f32",
|
| 94 |
+
"blk.1.ssm_alpha.weight": "f32",
|
| 95 |
+
"blk.1.ssm_beta.weight": "f32",
|
| 96 |
+
"blk.2.ssm_alpha.weight": "f32",
|
| 97 |
+
"blk.2.ssm_beta.weight": "f32",
|
| 98 |
+
"blk.4.ssm_alpha.weight": "f32",
|
| 99 |
+
"blk.4.ssm_beta.weight": "f32",
|
| 100 |
+
"blk.5.ssm_alpha.weight": "f32",
|
| 101 |
+
"blk.5.ssm_beta.weight": "f32",
|
| 102 |
+
"blk.6.ssm_alpha.weight": "f32",
|
| 103 |
+
"blk.6.ssm_beta.weight": "f32",
|
| 104 |
+
"blk.8.ssm_alpha.weight": "f32",
|
| 105 |
+
"blk.8.ssm_beta.weight": "f32",
|
| 106 |
+
"blk.9.ssm_alpha.weight": "f32",
|
| 107 |
+
"blk.9.ssm_beta.weight": "f32",
|
| 108 |
+
"blk.10.ssm_alpha.weight": "f32",
|
| 109 |
+
"blk.10.ssm_beta.weight": "f32",
|
| 110 |
+
"blk.12.ssm_alpha.weight": "f32",
|
| 111 |
+
"blk.12.ssm_beta.weight": "f32",
|
| 112 |
+
"blk.13.ssm_alpha.weight": "f32",
|
| 113 |
+
"blk.13.ssm_beta.weight": "f32",
|
| 114 |
+
"blk.14.ssm_alpha.weight": "f32",
|
| 115 |
+
"blk.14.ssm_beta.weight": "f32",
|
| 116 |
+
"blk.16.ssm_alpha.weight": "f32",
|
| 117 |
+
"blk.16.ssm_beta.weight": "f32",
|
| 118 |
+
"blk.17.ssm_alpha.weight": "f32",
|
| 119 |
+
"blk.17.ssm_beta.weight": "f32",
|
| 120 |
+
"blk.18.ssm_alpha.weight": "f32",
|
| 121 |
+
"blk.18.ssm_beta.weight": "f32",
|
| 122 |
+
"blk.20.ssm_alpha.weight": "f32",
|
| 123 |
+
"blk.20.ssm_beta.weight": "f32",
|
| 124 |
+
"blk.21.ssm_alpha.weight": "f32",
|
| 125 |
+
"blk.21.ssm_beta.weight": "f32",
|
| 126 |
+
"blk.22.ssm_alpha.weight": "f32",
|
| 127 |
+
"blk.22.ssm_beta.weight": "f32",
|
| 128 |
+
"blk.24.ssm_alpha.weight": "f32",
|
| 129 |
+
"blk.24.ssm_beta.weight": "f32",
|
| 130 |
+
"blk.25.ssm_alpha.weight": "f32",
|
| 131 |
+
"blk.25.ssm_beta.weight": "f32",
|
| 132 |
+
"blk.26.ssm_alpha.weight": "f32",
|
| 133 |
+
"blk.26.ssm_beta.weight": "f32",
|
| 134 |
+
"blk.28.ssm_alpha.weight": "f32",
|
| 135 |
+
"blk.28.ssm_beta.weight": "f32",
|
| 136 |
+
"blk.29.ssm_alpha.weight": "f32",
|
| 137 |
+
"blk.29.ssm_beta.weight": "f32",
|
| 138 |
+
"blk.30.ssm_alpha.weight": "f32",
|
| 139 |
+
"blk.30.ssm_beta.weight": "f32",
|
| 140 |
+
"blk.32.ssm_alpha.weight": "f32",
|
| 141 |
+
"blk.32.ssm_beta.weight": "f32",
|
| 142 |
+
"blk.33.ssm_alpha.weight": "f32",
|
| 143 |
+
"blk.33.ssm_beta.weight": "f32",
|
| 144 |
+
"blk.34.ssm_alpha.weight": "f32",
|
| 145 |
+
"blk.34.ssm_beta.weight": "f32",
|
| 146 |
+
"blk.36.ssm_alpha.weight": "f32",
|
| 147 |
+
"blk.36.ssm_beta.weight": "f32",
|
| 148 |
+
"blk.37.ssm_alpha.weight": "f32",
|
| 149 |
+
"blk.37.ssm_beta.weight": "f32",
|
| 150 |
+
"blk.38.ssm_alpha.weight": "f32",
|
| 151 |
+
"blk.38.ssm_beta.weight": "f32"
|
| 152 |
+
},
|
| 153 |
+
"embeddings": {
|
| 154 |
+
"output.weight": "q5_k",
|
| 155 |
+
"token_embd.weight": "q8_0"
|
| 156 |
+
},
|
| 157 |
+
"bytes": {
|
| 158 |
+
"heuristic_body+embd": 12501508096,
|
| 159 |
+
"map_body+embd": 13723762688,
|
| 160 |
+
"ratio": 1.0978,
|
| 161 |
+
"note": "quantizable, unpinned tensors only; pinned/unquantized tensors are identical in both"
|
| 162 |
+
},
|
| 163 |
+
"body_base_share": 0.7,
|
| 164 |
+
"body_bpw": 3.054,
|
| 165 |
+
"body_bpw_heuristic": 2.836,
|
| 166 |
+
"total_params": 34660610688,
|
| 167 |
+
"file_bytes_pred": 13828344320,
|
| 168 |
+
"file_bpw_pred": 3.192,
|
| 169 |
+
"histogram": {
|
| 170 |
+
"attn_gate": {
|
| 171 |
+
"q5_k": 21,
|
| 172 |
+
"q6_k": 8,
|
| 173 |
+
"q8_0": 1
|
| 174 |
+
},
|
| 175 |
+
"attn_k": {
|
| 176 |
+
"q8_0": 10
|
| 177 |
+
},
|
| 178 |
+
"attn_output": {
|
| 179 |
+
"q8_0": 10
|
| 180 |
+
},
|
| 181 |
+
"attn_q": {
|
| 182 |
+
"q5_k": 9,
|
| 183 |
+
"q6_k": 1
|
| 184 |
+
},
|
| 185 |
+
"attn_qkv": {
|
| 186 |
+
"q5_k": 25,
|
| 187 |
+
"q6_k": 4,
|
| 188 |
+
"q8_0": 1
|
| 189 |
+
},
|
| 190 |
+
"attn_v": {
|
| 191 |
+
"q8_0": 10
|
| 192 |
+
},
|
| 193 |
+
"ffn_down_exps": {
|
| 194 |
+
"q2_k": 34,
|
| 195 |
+
"q4_k": 6
|
| 196 |
+
},
|
| 197 |
+
"ffn_down_shexp": {
|
| 198 |
+
"q8_0": 40
|
| 199 |
+
},
|
| 200 |
+
"ffn_gate_exps": {
|
| 201 |
+
"q2_k": 39,
|
| 202 |
+
"q4_k": 1
|
| 203 |
+
},
|
| 204 |
+
"ffn_gate_shexp": {
|
| 205 |
+
"q8_0": 40
|
| 206 |
+
},
|
| 207 |
+
"ffn_up_exps": {
|
| 208 |
+
"q2_k": 29,
|
| 209 |
+
"q4_k": 11
|
| 210 |
+
},
|
| 211 |
+
"ffn_up_shexp": {
|
| 212 |
+
"q8_0": 40
|
| 213 |
+
},
|
| 214 |
+
"ssm_out": {
|
| 215 |
+
"q6_k": 22,
|
| 216 |
+
"q8_0": 8
|
| 217 |
+
}
|
| 218 |
+
},
|
| 219 |
+
"prior": "layout/prior.json",
|
| 220 |
+
"pin_rule": "floor",
|
| 221 |
+
"embd_cap": "heur",
|
| 222 |
+
"generator": "auto_quant_v2.layout",
|
| 223 |
+
"generator_key": "3bf8b43e20a68f0b",
|
| 224 |
+
"quant_type": "Q2_K",
|
| 225 |
+
"quantize_ftype": "Q2_K",
|
| 226 |
+
"llama_cpp_version": "b11716",
|
| 227 |
+
"unknown_kinds": {},
|
| 228 |
+
"commit": "c3c0369c7e82d7b49e1472fe453a182650282f2d"
|
| 229 |
+
}
|
layouts/InternScience_MLExpert-Q2_K.tensor-types.txt
ADDED
|
@@ -0,0 +1,432 @@
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|
|
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|
|
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|
|
|
|
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|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
^blk\.0\.ssm_alpha\.weight$=f32
|
| 2 |
+
^blk\.0\.ssm_beta\.weight$=f32
|
| 3 |
+
^blk\.1\.ssm_alpha\.weight$=f32
|
| 4 |
+
^blk\.1\.ssm_beta\.weight$=f32
|
| 5 |
+
^blk\.2\.ssm_alpha\.weight$=f32
|
| 6 |
+
^blk\.2\.ssm_beta\.weight$=f32
|
| 7 |
+
^blk\.4\.ssm_alpha\.weight$=f32
|
| 8 |
+
^blk\.4\.ssm_beta\.weight$=f32
|
| 9 |
+
^blk\.5\.ssm_alpha\.weight$=f32
|
| 10 |
+
^blk\.5\.ssm_beta\.weight$=f32
|
| 11 |
+
^blk\.6\.ssm_alpha\.weight$=f32
|
| 12 |
+
^blk\.6\.ssm_beta\.weight$=f32
|
| 13 |
+
^blk\.8\.ssm_alpha\.weight$=f32
|
| 14 |
+
^blk\.8\.ssm_beta\.weight$=f32
|
| 15 |
+
^blk\.9\.ssm_alpha\.weight$=f32
|
| 16 |
+
^blk\.9\.ssm_beta\.weight$=f32
|
| 17 |
+
^blk\.10\.ssm_alpha\.weight$=f32
|
| 18 |
+
^blk\.10\.ssm_beta\.weight$=f32
|
| 19 |
+
^blk\.12\.ssm_alpha\.weight$=f32
|
| 20 |
+
^blk\.12\.ssm_beta\.weight$=f32
|
| 21 |
+
^blk\.13\.ssm_alpha\.weight$=f32
|
| 22 |
+
^blk\.13\.ssm_beta\.weight$=f32
|
| 23 |
+
^blk\.14\.ssm_alpha\.weight$=f32
|
| 24 |
+
^blk\.14\.ssm_beta\.weight$=f32
|
| 25 |
+
^blk\.16\.ssm_alpha\.weight$=f32
|
| 26 |
+
^blk\.16\.ssm_beta\.weight$=f32
|
| 27 |
+
^blk\.17\.ssm_alpha\.weight$=f32
|
| 28 |
+
^blk\.17\.ssm_beta\.weight$=f32
|
| 29 |
+
^blk\.18\.ssm_alpha\.weight$=f32
|
| 30 |
+
^blk\.18\.ssm_beta\.weight$=f32
|
| 31 |
+
^blk\.20\.ssm_alpha\.weight$=f32
|
| 32 |
+
^blk\.20\.ssm_beta\.weight$=f32
|
| 33 |
+
^blk\.21\.ssm_alpha\.weight$=f32
|
| 34 |
+
^blk\.21\.ssm_beta\.weight$=f32
|
| 35 |
+
^blk\.22\.ssm_alpha\.weight$=f32
|
| 36 |
+
^blk\.22\.ssm_beta\.weight$=f32
|
| 37 |
+
^blk\.24\.ssm_alpha\.weight$=f32
|
| 38 |
+
^blk\.24\.ssm_beta\.weight$=f32
|
| 39 |
+
^blk\.25\.ssm_alpha\.weight$=f32
|
| 40 |
+
^blk\.25\.ssm_beta\.weight$=f32
|
| 41 |
+
^blk\.26\.ssm_alpha\.weight$=f32
|
| 42 |
+
^blk\.26\.ssm_beta\.weight$=f32
|
| 43 |
+
^blk\.28\.ssm_alpha\.weight$=f32
|
| 44 |
+
^blk\.28\.ssm_beta\.weight$=f32
|
| 45 |
+
^blk\.29\.ssm_alpha\.weight$=f32
|
| 46 |
+
^blk\.29\.ssm_beta\.weight$=f32
|
| 47 |
+
^blk\.30\.ssm_alpha\.weight$=f32
|
| 48 |
+
^blk\.30\.ssm_beta\.weight$=f32
|
| 49 |
+
^blk\.32\.ssm_alpha\.weight$=f32
|
| 50 |
+
^blk\.32\.ssm_beta\.weight$=f32
|
| 51 |
+
^blk\.33\.ssm_alpha\.weight$=f32
|
| 52 |
+
^blk\.33\.ssm_beta\.weight$=f32
|
| 53 |
+
^blk\.34\.ssm_alpha\.weight$=f32
|
| 54 |
+
^blk\.34\.ssm_beta\.weight$=f32
|
| 55 |
+
^blk\.36\.ssm_alpha\.weight$=f32
|
| 56 |
+
^blk\.36\.ssm_beta\.weight$=f32
|
| 57 |
+
^blk\.37\.ssm_alpha\.weight$=f32
|
| 58 |
+
^blk\.37\.ssm_beta\.weight$=f32
|
| 59 |
+
^blk\.38\.ssm_alpha\.weight$=f32
|
| 60 |
+
^blk\.38\.ssm_beta\.weight$=f32
|
| 61 |
+
^output\.weight$=q5_k
|
| 62 |
+
^token_embd\.weight$=q8_0
|
| 63 |
+
^blk\.0\.attn_gate\.weight$=q8_0
|
| 64 |
+
^blk\.0\.attn_qkv\.weight$=q8_0
|
| 65 |
+
^blk\.0\.ffn_down_exps\.weight$=q4_k
|
| 66 |
+
^blk\.0\.ffn_down_shexp\.weight$=q8_0
|
| 67 |
+
^blk\.0\.ffn_gate_exps\.weight$=q2_k
|
| 68 |
+
^blk\.0\.ffn_gate_shexp\.weight$=q8_0
|
| 69 |
+
^blk\.0\.ffn_up_exps\.weight$=q4_k
|
| 70 |
+
^blk\.0\.ffn_up_shexp\.weight$=q8_0
|
| 71 |
+
^blk\.0\.ssm_out\.weight$=q8_0
|
| 72 |
+
^blk\.1\.attn_gate\.weight$=q6_k
|
| 73 |
+
^blk\.1\.attn_qkv\.weight$=q6_k
|
| 74 |
+
^blk\.1\.ffn_down_exps\.weight$=q2_k
|
| 75 |
+
^blk\.1\.ffn_down_shexp\.weight$=q8_0
|
| 76 |
+
^blk\.1\.ffn_gate_exps\.weight$=q2_k
|
| 77 |
+
^blk\.1\.ffn_gate_shexp\.weight$=q8_0
|
| 78 |
+
^blk\.1\.ffn_up_exps\.weight$=q4_k
|
| 79 |
+
^blk\.1\.ffn_up_shexp\.weight$=q8_0
|
| 80 |
+
^blk\.1\.ssm_out\.weight$=q8_0
|
| 81 |
+
^blk\.2\.attn_gate\.weight$=q6_k
|
| 82 |
+
^blk\.2\.attn_qkv\.weight$=q6_k
|
| 83 |
+
^blk\.2\.ffn_down_exps\.weight$=q2_k
|
| 84 |
+
^blk\.2\.ffn_down_shexp\.weight$=q8_0
|
| 85 |
+
^blk\.2\.ffn_gate_exps\.weight$=q2_k
|
| 86 |
+
^blk\.2\.ffn_gate_shexp\.weight$=q8_0
|
| 87 |
+
^blk\.2\.ffn_up_exps\.weight$=q4_k
|
| 88 |
+
^blk\.2\.ffn_up_shexp\.weight$=q8_0
|
| 89 |
+
^blk\.2\.ssm_out\.weight$=q8_0
|
| 90 |
+
^blk\.3\.attn_k\.weight$=q8_0
|
| 91 |
+
^blk\.3\.attn_output\.weight$=q8_0
|
| 92 |
+
^blk\.3\.attn_q\.weight$=q5_k
|
| 93 |
+
^blk\.3\.attn_v\.weight$=q8_0
|
| 94 |
+
^blk\.3\.ffn_down_exps\.weight$=q4_k
|
| 95 |
+
^blk\.3\.ffn_down_shexp\.weight$=q8_0
|
| 96 |
+
^blk\.3\.ffn_gate_exps\.weight$=q2_k
|
| 97 |
+
^blk\.3\.ffn_gate_shexp\.weight$=q8_0
|
| 98 |
+
^blk\.3\.ffn_up_exps\.weight$=q4_k
|
| 99 |
+
^blk\.3\.ffn_up_shexp\.weight$=q8_0
|
| 100 |
+
^blk\.4\.attn_gate\.weight$=q6_k
|
| 101 |
+
^blk\.4\.attn_qkv\.weight$=q6_k
|
| 102 |
+
^blk\.4\.ffn_down_exps\.weight$=q2_k
|
| 103 |
+
^blk\.4\.ffn_down_shexp\.weight$=q8_0
|
| 104 |
+
^blk\.4\.ffn_gate_exps\.weight$=q2_k
|
| 105 |
+
^blk\.4\.ffn_gate_shexp\.weight$=q8_0
|
| 106 |
+
^blk\.4\.ffn_up_exps\.weight$=q4_k
|
| 107 |
+
^blk\.4\.ffn_up_shexp\.weight$=q8_0
|
| 108 |
+
^blk\.4\.ssm_out\.weight$=q8_0
|
| 109 |
+
^blk\.5\.attn_gate\.weight$=q6_k
|
| 110 |
+
^blk\.5\.attn_qkv\.weight$=q6_k
|
| 111 |
+
^blk\.5\.ffn_down_exps\.weight$=q2_k
|
| 112 |
+
^blk\.5\.ffn_down_shexp\.weight$=q8_0
|
| 113 |
+
^blk\.5\.ffn_gate_exps\.weight$=q2_k
|
| 114 |
+
^blk\.5\.ffn_gate_shexp\.weight$=q8_0
|
| 115 |
+
^blk\.5\.ffn_up_exps\.weight$=q4_k
|
| 116 |
+
^blk\.5\.ffn_up_shexp\.weight$=q8_0
|
| 117 |
+
^blk\.5\.ssm_out\.weight$=q8_0
|
| 118 |
+
^blk\.6\.attn_gate\.weight$=q6_k
|
| 119 |
+
^blk\.6\.attn_qkv\.weight$=q5_k
|
| 120 |
+
^blk\.6\.ffn_down_exps\.weight$=q2_k
|
| 121 |
+
^blk\.6\.ffn_down_shexp\.weight$=q8_0
|
| 122 |
+
^blk\.6\.ffn_gate_exps\.weight$=q2_k
|
| 123 |
+
^blk\.6\.ffn_gate_shexp\.weight$=q8_0
|
| 124 |
+
^blk\.6\.ffn_up_exps\.weight$=q4_k
|
| 125 |
+
^blk\.6\.ffn_up_shexp\.weight$=q8_0
|
| 126 |
+
^blk\.6\.ssm_out\.weight$=q8_0
|
| 127 |
+
^blk\.7\.attn_k\.weight$=q8_0
|
| 128 |
+
^blk\.7\.attn_output\.weight$=q8_0
|
| 129 |
+
^blk\.7\.attn_q\.weight$=q5_k
|
| 130 |
+
^blk\.7\.attn_v\.weight$=q8_0
|
| 131 |
+
^blk\.7\.ffn_down_exps\.weight$=q4_k
|
| 132 |
+
^blk\.7\.ffn_down_shexp\.weight$=q8_0
|
| 133 |
+
^blk\.7\.ffn_gate_exps\.weight$=q2_k
|
| 134 |
+
^blk\.7\.ffn_gate_shexp\.weight$=q8_0
|
| 135 |
+
^blk\.7\.ffn_up_exps\.weight$=q4_k
|
| 136 |
+
^blk\.7\.ffn_up_shexp\.weight$=q8_0
|
| 137 |
+
^blk\.8\.attn_gate\.weight$=q6_k
|
| 138 |
+
^blk\.8\.attn_qkv\.weight$=q5_k
|
| 139 |
+
^blk\.8\.ffn_down_exps\.weight$=q2_k
|
| 140 |
+
^blk\.8\.ffn_down_shexp\.weight$=q8_0
|
| 141 |
+
^blk\.8\.ffn_gate_exps\.weight$=q2_k
|
| 142 |
+
^blk\.8\.ffn_gate_shexp\.weight$=q8_0
|
| 143 |
+
^blk\.8\.ffn_up_exps\.weight$=q4_k
|
| 144 |
+
^blk\.8\.ffn_up_shexp\.weight$=q8_0
|
| 145 |
+
^blk\.8\.ssm_out\.weight$=q8_0
|
| 146 |
+
^blk\.9\.attn_gate\.weight$=q6_k
|
| 147 |
+
^blk\.9\.attn_qkv\.weight$=q5_k
|
| 148 |
+
^blk\.9\.ffn_down_exps\.weight$=q2_k
|
| 149 |
+
^blk\.9\.ffn_down_shexp\.weight$=q8_0
|
| 150 |
+
^blk\.9\.ffn_gate_exps\.weight$=q2_k
|
| 151 |
+
^blk\.9\.ffn_gate_shexp\.weight$=q8_0
|
| 152 |
+
^blk\.9\.ffn_up_exps\.weight$=q4_k
|
| 153 |
+
^blk\.9\.ffn_up_shexp\.weight$=q8_0
|
| 154 |
+
^blk\.9\.ssm_out\.weight$=q8_0
|
| 155 |
+
^blk\.10\.attn_gate\.weight$=q5_k
|
| 156 |
+
^blk\.10\.attn_qkv\.weight$=q5_k
|
| 157 |
+
^blk\.10\.ffn_down_exps\.weight$=q2_k
|
| 158 |
+
^blk\.10\.ffn_down_shexp\.weight$=q8_0
|
| 159 |
+
^blk\.10\.ffn_gate_exps\.weight$=q2_k
|
| 160 |
+
^blk\.10\.ffn_gate_shexp\.weight$=q8_0
|
| 161 |
+
^blk\.10\.ffn_up_exps\.weight$=q2_k
|
| 162 |
+
^blk\.10\.ffn_up_shexp\.weight$=q8_0
|
| 163 |
+
^blk\.10\.ssm_out\.weight$=q6_k
|
| 164 |
+
^blk\.11\.attn_k\.weight$=q8_0
|
| 165 |
+
^blk\.11\.attn_output\.weight$=q8_0
|
| 166 |
+
^blk\.11\.attn_q\.weight$=q5_k
|
| 167 |
+
^blk\.11\.attn_v\.weight$=q8_0
|
| 168 |
+
^blk\.11\.ffn_down_exps\.weight$=q2_k
|
| 169 |
+
^blk\.11\.ffn_down_shexp\.weight$=q8_0
|
| 170 |
+
^blk\.11\.ffn_gate_exps\.weight$=q2_k
|
| 171 |
+
^blk\.11\.ffn_gate_shexp\.weight$=q8_0
|
| 172 |
+
^blk\.11\.ffn_up_exps\.weight$=q2_k
|
| 173 |
+
^blk\.11\.ffn_up_shexp\.weight$=q8_0
|
| 174 |
+
^blk\.12\.attn_gate\.weight$=q5_k
|
| 175 |
+
^blk\.12\.attn_qkv\.weight$=q5_k
|
| 176 |
+
^blk\.12\.ffn_down_exps\.weight$=q2_k
|
| 177 |
+
^blk\.12\.ffn_down_shexp\.weight$=q8_0
|
| 178 |
+
^blk\.12\.ffn_gate_exps\.weight$=q2_k
|
| 179 |
+
^blk\.12\.ffn_gate_shexp\.weight$=q8_0
|
| 180 |
+
^blk\.12\.ffn_up_exps\.weight$=q2_k
|
| 181 |
+
^blk\.12\.ffn_up_shexp\.weight$=q8_0
|
| 182 |
+
^blk\.12\.ssm_out\.weight$=q6_k
|
| 183 |
+
^blk\.13\.attn_gate\.weight$=q5_k
|
| 184 |
+
^blk\.13\.attn_qkv\.weight$=q5_k
|
| 185 |
+
^blk\.13\.ffn_down_exps\.weight$=q2_k
|
| 186 |
+
^blk\.13\.ffn_down_shexp\.weight$=q8_0
|
| 187 |
+
^blk\.13\.ffn_gate_exps\.weight$=q2_k
|
| 188 |
+
^blk\.13\.ffn_gate_shexp\.weight$=q8_0
|
| 189 |
+
^blk\.13\.ffn_up_exps\.weight$=q2_k
|
| 190 |
+
^blk\.13\.ffn_up_shexp\.weight$=q8_0
|
| 191 |
+
^blk\.13\.ssm_out\.weight$=q6_k
|
| 192 |
+
^blk\.14\.attn_gate\.weight$=q5_k
|
| 193 |
+
^blk\.14\.attn_qkv\.weight$=q5_k
|
| 194 |
+
^blk\.14\.ffn_down_exps\.weight$=q2_k
|
| 195 |
+
^blk\.14\.ffn_down_shexp\.weight$=q8_0
|
| 196 |
+
^blk\.14\.ffn_gate_exps\.weight$=q2_k
|
| 197 |
+
^blk\.14\.ffn_gate_shexp\.weight$=q8_0
|
| 198 |
+
^blk\.14\.ffn_up_exps\.weight$=q2_k
|
| 199 |
+
^blk\.14\.ffn_up_shexp\.weight$=q8_0
|
| 200 |
+
^blk\.14\.ssm_out\.weight$=q6_k
|
| 201 |
+
^blk\.15\.attn_k\.weight$=q8_0
|
| 202 |
+
^blk\.15\.attn_output\.weight$=q8_0
|
| 203 |
+
^blk\.15\.attn_q\.weight$=q5_k
|
| 204 |
+
^blk\.15\.attn_v\.weight$=q8_0
|
| 205 |
+
^blk\.15\.ffn_down_exps\.weight$=q2_k
|
| 206 |
+
^blk\.15\.ffn_down_shexp\.weight$=q8_0
|
| 207 |
+
^blk\.15\.ffn_gate_exps\.weight$=q2_k
|
| 208 |
+
^blk\.15\.ffn_gate_shexp\.weight$=q8_0
|
| 209 |
+
^blk\.15\.ffn_up_exps\.weight$=q2_k
|
| 210 |
+
^blk\.15\.ffn_up_shexp\.weight$=q8_0
|
| 211 |
+
^blk\.16\.attn_gate\.weight$=q5_k
|
| 212 |
+
^blk\.16\.attn_qkv\.weight$=q5_k
|
| 213 |
+
^blk\.16\.ffn_down_exps\.weight$=q2_k
|
| 214 |
+
^blk\.16\.ffn_down_shexp\.weight$=q8_0
|
| 215 |
+
^blk\.16\.ffn_gate_exps\.weight$=q2_k
|
| 216 |
+
^blk\.16\.ffn_gate_shexp\.weight$=q8_0
|
| 217 |
+
^blk\.16\.ffn_up_exps\.weight$=q2_k
|
| 218 |
+
^blk\.16\.ffn_up_shexp\.weight$=q8_0
|
| 219 |
+
^blk\.16\.ssm_out\.weight$=q6_k
|
| 220 |
+
^blk\.17\.attn_gate\.weight$=q5_k
|
| 221 |
+
^blk\.17\.attn_qkv\.weight$=q5_k
|
| 222 |
+
^blk\.17\.ffn_down_exps\.weight$=q2_k
|
| 223 |
+
^blk\.17\.ffn_down_shexp\.weight$=q8_0
|
| 224 |
+
^blk\.17\.ffn_gate_exps\.weight$=q2_k
|
| 225 |
+
^blk\.17\.ffn_gate_shexp\.weight$=q8_0
|
| 226 |
+
^blk\.17\.ffn_up_exps\.weight$=q2_k
|
| 227 |
+
^blk\.17\.ffn_up_shexp\.weight$=q8_0
|
| 228 |
+
^blk\.17\.ssm_out\.weight$=q6_k
|
| 229 |
+
^blk\.18\.attn_gate\.weight$=q5_k
|
| 230 |
+
^blk\.18\.attn_qkv\.weight$=q5_k
|
| 231 |
+
^blk\.18\.ffn_down_exps\.weight$=q2_k
|
| 232 |
+
^blk\.18\.ffn_down_shexp\.weight$=q8_0
|
| 233 |
+
^blk\.18\.ffn_gate_exps\.weight$=q2_k
|
| 234 |
+
^blk\.18\.ffn_gate_shexp\.weight$=q8_0
|
| 235 |
+
^blk\.18\.ffn_up_exps\.weight$=q2_k
|
| 236 |
+
^blk\.18\.ffn_up_shexp\.weight$=q8_0
|
| 237 |
+
^blk\.18\.ssm_out\.weight$=q6_k
|
| 238 |
+
^blk\.19\.attn_k\.weight$=q8_0
|
| 239 |
+
^blk\.19\.attn_output\.weight$=q8_0
|
| 240 |
+
^blk\.19\.attn_q\.weight$=q5_k
|
| 241 |
+
^blk\.19\.attn_v\.weight$=q8_0
|
| 242 |
+
^blk\.19\.ffn_down_exps\.weight$=q2_k
|
| 243 |
+
^blk\.19\.ffn_down_shexp\.weight$=q8_0
|
| 244 |
+
^blk\.19\.ffn_gate_exps\.weight$=q2_k
|
| 245 |
+
^blk\.19\.ffn_gate_shexp\.weight$=q8_0
|
| 246 |
+
^blk\.19\.ffn_up_exps\.weight$=q2_k
|
| 247 |
+
^blk\.19\.ffn_up_shexp\.weight$=q8_0
|
| 248 |
+
^blk\.20\.attn_gate\.weight$=q5_k
|
| 249 |
+
^blk\.20\.attn_qkv\.weight$=q5_k
|
| 250 |
+
^blk\.20\.ffn_down_exps\.weight$=q2_k
|
| 251 |
+
^blk\.20\.ffn_down_shexp\.weight$=q8_0
|
| 252 |
+
^blk\.20\.ffn_gate_exps\.weight$=q2_k
|
| 253 |
+
^blk\.20\.ffn_gate_shexp\.weight$=q8_0
|
| 254 |
+
^blk\.20\.ffn_up_exps\.weight$=q2_k
|
| 255 |
+
^blk\.20\.ffn_up_shexp\.weight$=q8_0
|
| 256 |
+
^blk\.20\.ssm_out\.weight$=q6_k
|
| 257 |
+
^blk\.21\.attn_gate\.weight$=q5_k
|
| 258 |
+
^blk\.21\.attn_qkv\.weight$=q5_k
|
| 259 |
+
^blk\.21\.ffn_down_exps\.weight$=q2_k
|
| 260 |
+
^blk\.21\.ffn_down_shexp\.weight$=q8_0
|
| 261 |
+
^blk\.21\.ffn_gate_exps\.weight$=q2_k
|
| 262 |
+
^blk\.21\.ffn_gate_shexp\.weight$=q8_0
|
| 263 |
+
^blk\.21\.ffn_up_exps\.weight$=q2_k
|
| 264 |
+
^blk\.21\.ffn_up_shexp\.weight$=q8_0
|
| 265 |
+
^blk\.21\.ssm_out\.weight$=q6_k
|
| 266 |
+
^blk\.22\.attn_gate\.weight$=q5_k
|
| 267 |
+
^blk\.22\.attn_qkv\.weight$=q5_k
|
| 268 |
+
^blk\.22\.ffn_down_exps\.weight$=q2_k
|
| 269 |
+
^blk\.22\.ffn_down_shexp\.weight$=q8_0
|
| 270 |
+
^blk\.22\.ffn_gate_exps\.weight$=q2_k
|
| 271 |
+
^blk\.22\.ffn_gate_shexp\.weight$=q8_0
|
| 272 |
+
^blk\.22\.ffn_up_exps\.weight$=q2_k
|
| 273 |
+
^blk\.22\.ffn_up_shexp\.weight$=q8_0
|
| 274 |
+
^blk\.22\.ssm_out\.weight$=q6_k
|
| 275 |
+
^blk\.23\.attn_k\.weight$=q8_0
|
| 276 |
+
^blk\.23\.attn_output\.weight$=q8_0
|
| 277 |
+
^blk\.23\.attn_q\.weight$=q5_k
|
| 278 |
+
^blk\.23\.attn_v\.weight$=q8_0
|
| 279 |
+
^blk\.23\.ffn_down_exps\.weight$=q2_k
|
| 280 |
+
^blk\.23\.ffn_down_shexp\.weight$=q8_0
|
| 281 |
+
^blk\.23\.ffn_gate_exps\.weight$=q2_k
|
| 282 |
+
^blk\.23\.ffn_gate_shexp\.weight$=q8_0
|
| 283 |
+
^blk\.23\.ffn_up_exps\.weight$=q2_k
|
| 284 |
+
^blk\.23\.ffn_up_shexp\.weight$=q8_0
|
| 285 |
+
^blk\.24\.attn_gate\.weight$=q5_k
|
| 286 |
+
^blk\.24\.attn_qkv\.weight$=q5_k
|
| 287 |
+
^blk\.24\.ffn_down_exps\.weight$=q2_k
|
| 288 |
+
^blk\.24\.ffn_down_shexp\.weight$=q8_0
|
| 289 |
+
^blk\.24\.ffn_gate_exps\.weight$=q2_k
|
| 290 |
+
^blk\.24\.ffn_gate_shexp\.weight$=q8_0
|
| 291 |
+
^blk\.24\.ffn_up_exps\.weight$=q2_k
|
| 292 |
+
^blk\.24\.ffn_up_shexp\.weight$=q8_0
|
| 293 |
+
^blk\.24\.ssm_out\.weight$=q6_k
|
| 294 |
+
^blk\.25\.attn_gate\.weight$=q5_k
|
| 295 |
+
^blk\.25\.attn_qkv\.weight$=q5_k
|
| 296 |
+
^blk\.25\.ffn_down_exps\.weight$=q2_k
|
| 297 |
+
^blk\.25\.ffn_down_shexp\.weight$=q8_0
|
| 298 |
+
^blk\.25\.ffn_gate_exps\.weight$=q2_k
|
| 299 |
+
^blk\.25\.ffn_gate_shexp\.weight$=q8_0
|
| 300 |
+
^blk\.25\.ffn_up_exps\.weight$=q2_k
|
| 301 |
+
^blk\.25\.ffn_up_shexp\.weight$=q8_0
|
| 302 |
+
^blk\.25\.ssm_out\.weight$=q6_k
|
| 303 |
+
^blk\.26\.attn_gate\.weight$=q5_k
|
| 304 |
+
^blk\.26\.attn_qkv\.weight$=q5_k
|
| 305 |
+
^blk\.26\.ffn_down_exps\.weight$=q2_k
|
| 306 |
+
^blk\.26\.ffn_down_shexp\.weight$=q8_0
|
| 307 |
+
^blk\.26\.ffn_gate_exps\.weight$=q2_k
|
| 308 |
+
^blk\.26\.ffn_gate_shexp\.weight$=q8_0
|
| 309 |
+
^blk\.26\.ffn_up_exps\.weight$=q2_k
|
| 310 |
+
^blk\.26\.ffn_up_shexp\.weight$=q8_0
|
| 311 |
+
^blk\.26\.ssm_out\.weight$=q6_k
|
| 312 |
+
^blk\.27\.attn_k\.weight$=q8_0
|
| 313 |
+
^blk\.27\.attn_output\.weight$=q8_0
|
| 314 |
+
^blk\.27\.attn_q\.weight$=q5_k
|
| 315 |
+
^blk\.27\.attn_v\.weight$=q8_0
|
| 316 |
+
^blk\.27\.ffn_down_exps\.weight$=q2_k
|
| 317 |
+
^blk\.27\.ffn_down_shexp\.weight$=q8_0
|
| 318 |
+
^blk\.27\.ffn_gate_exps\.weight$=q2_k
|
| 319 |
+
^blk\.27\.ffn_gate_shexp\.weight$=q8_0
|
| 320 |
+
^blk\.27\.ffn_up_exps\.weight$=q2_k
|
| 321 |
+
^blk\.27\.ffn_up_shexp\.weight$=q8_0
|
| 322 |
+
^blk\.28\.attn_gate\.weight$=q5_k
|
| 323 |
+
^blk\.28\.attn_qkv\.weight$=q5_k
|
| 324 |
+
^blk\.28\.ffn_down_exps\.weight$=q2_k
|
| 325 |
+
^blk\.28\.ffn_down_shexp\.weight$=q8_0
|
| 326 |
+
^blk\.28\.ffn_gate_exps\.weight$=q2_k
|
| 327 |
+
^blk\.28\.ffn_gate_shexp\.weight$=q8_0
|
| 328 |
+
^blk\.28\.ffn_up_exps\.weight$=q2_k
|
| 329 |
+
^blk\.28\.ffn_up_shexp\.weight$=q8_0
|
| 330 |
+
^blk\.28\.ssm_out\.weight$=q6_k
|
| 331 |
+
^blk\.29\.attn_gate\.weight$=q5_k
|
| 332 |
+
^blk\.29\.attn_qkv\.weight$=q5_k
|
| 333 |
+
^blk\.29\.ffn_down_exps\.weight$=q2_k
|
| 334 |
+
^blk\.29\.ffn_down_shexp\.weight$=q8_0
|
| 335 |
+
^blk\.29\.ffn_gate_exps\.weight$=q2_k
|
| 336 |
+
^blk\.29\.ffn_gate_shexp\.weight$=q8_0
|
| 337 |
+
^blk\.29\.ffn_up_exps\.weight$=q2_k
|
| 338 |
+
^blk\.29\.ffn_up_shexp\.weight$=q8_0
|
| 339 |
+
^blk\.29\.ssm_out\.weight$=q6_k
|
| 340 |
+
^blk\.30\.attn_gate\.weight$=q6_k
|
| 341 |
+
^blk\.30\.attn_qkv\.weight$=q5_k
|
| 342 |
+
^blk\.30\.ffn_down_exps\.weight$=q2_k
|
| 343 |
+
^blk\.30\.ffn_down_shexp\.weight$=q8_0
|
| 344 |
+
^blk\.30\.ffn_gate_exps\.weight$=q2_k
|
| 345 |
+
^blk\.30\.ffn_gate_shexp\.weight$=q8_0
|
| 346 |
+
^blk\.30\.ffn_up_exps\.weight$=q2_k
|
| 347 |
+
^blk\.30\.ffn_up_shexp\.weight$=q8_0
|
| 348 |
+
^blk\.30\.ssm_out\.weight$=q6_k
|
| 349 |
+
^blk\.31\.attn_k\.weight$=q8_0
|
| 350 |
+
^blk\.31\.attn_output\.weight$=q8_0
|
| 351 |
+
^blk\.31\.attn_q\.weight$=q5_k
|
| 352 |
+
^blk\.31\.attn_v\.weight$=q8_0
|
| 353 |
+
^blk\.31\.ffn_down_exps\.weight$=q4_k
|
| 354 |
+
^blk\.31\.ffn_down_shexp\.weight$=q8_0
|
| 355 |
+
^blk\.31\.ffn_gate_exps\.weight$=q2_k
|
| 356 |
+
^blk\.31\.ffn_gate_shexp\.weight$=q8_0
|
| 357 |
+
^blk\.31\.ffn_up_exps\.weight$=q2_k
|
| 358 |
+
^blk\.31\.ffn_up_shexp\.weight$=q8_0
|
| 359 |
+
^blk\.32\.attn_gate\.weight$=q5_k
|
| 360 |
+
^blk\.32\.attn_qkv\.weight$=q5_k
|
| 361 |
+
^blk\.32\.ffn_down_exps\.weight$=q2_k
|
| 362 |
+
^blk\.32\.ffn_down_shexp\.weight$=q8_0
|
| 363 |
+
^blk\.32\.ffn_gate_exps\.weight$=q2_k
|
| 364 |
+
^blk\.32\.ffn_gate_shexp\.weight$=q8_0
|
| 365 |
+
^blk\.32\.ffn_up_exps\.weight$=q2_k
|
| 366 |
+
^blk\.32\.ffn_up_shexp\.weight$=q8_0
|
| 367 |
+
^blk\.32\.ssm_out\.weight$=q6_k
|
| 368 |
+
^blk\.33\.attn_gate\.weight$=q5_k
|
| 369 |
+
^blk\.33\.attn_qkv\.weight$=q5_k
|
| 370 |
+
^blk\.33\.ffn_down_exps\.weight$=q2_k
|
| 371 |
+
^blk\.33\.ffn_down_shexp\.weight$=q8_0
|
| 372 |
+
^blk\.33\.ffn_gate_exps\.weight$=q2_k
|
| 373 |
+
^blk\.33\.ffn_gate_shexp\.weight$=q8_0
|
| 374 |
+
^blk\.33\.ffn_up_exps\.weight$=q2_k
|
| 375 |
+
^blk\.33\.ffn_up_shexp\.weight$=q8_0
|
| 376 |
+
^blk\.33\.ssm_out\.weight$=q6_k
|
| 377 |
+
^blk\.34\.attn_gate\.weight$=q5_k
|
| 378 |
+
^blk\.34\.attn_qkv\.weight$=q5_k
|
| 379 |
+
^blk\.34\.ffn_down_exps\.weight$=q2_k
|
| 380 |
+
^blk\.34\.ffn_down_shexp\.weight$=q8_0
|
| 381 |
+
^blk\.34\.ffn_gate_exps\.weight$=q2_k
|
| 382 |
+
^blk\.34\.ffn_gate_shexp\.weight$=q8_0
|
| 383 |
+
^blk\.34\.ffn_up_exps\.weight$=q2_k
|
| 384 |
+
^blk\.34\.ffn_up_shexp\.weight$=q8_0
|
| 385 |
+
^blk\.34\.ssm_out\.weight$=q6_k
|
| 386 |
+
^blk\.35\.attn_k\.weight$=q8_0
|
| 387 |
+
^blk\.35\.attn_output\.weight$=q8_0
|
| 388 |
+
^blk\.35\.attn_q\.weight$=q5_k
|
| 389 |
+
^blk\.35\.attn_v\.weight$=q8_0
|
| 390 |
+
^blk\.35\.ffn_down_exps\.weight$=q4_k
|
| 391 |
+
^blk\.35\.ffn_down_shexp\.weight$=q8_0
|
| 392 |
+
^blk\.35\.ffn_gate_exps\.weight$=q2_k
|
| 393 |
+
^blk\.35\.ffn_gate_shexp\.weight$=q8_0
|
| 394 |
+
^blk\.35\.ffn_up_exps\.weight$=q2_k
|
| 395 |
+
^blk\.35\.ffn_up_shexp\.weight$=q8_0
|
| 396 |
+
^blk\.36\.attn_gate\.weight$=q5_k
|
| 397 |
+
^blk\.36\.attn_qkv\.weight$=q5_k
|
| 398 |
+
^blk\.36\.ffn_down_exps\.weight$=q2_k
|
| 399 |
+
^blk\.36\.ffn_down_shexp\.weight$=q8_0
|
| 400 |
+
^blk\.36\.ffn_gate_exps\.weight$=q2_k
|
| 401 |
+
^blk\.36\.ffn_gate_shexp\.weight$=q8_0
|
| 402 |
+
^blk\.36\.ffn_up_exps\.weight$=q2_k
|
| 403 |
+
^blk\.36\.ffn_up_shexp\.weight$=q8_0
|
| 404 |
+
^blk\.36\.ssm_out\.weight$=q6_k
|
| 405 |
+
^blk\.37\.attn_gate\.weight$=q5_k
|
| 406 |
+
^blk\.37\.attn_qkv\.weight$=q5_k
|
| 407 |
+
^blk\.37\.ffn_down_exps\.weight$=q2_k
|
| 408 |
+
^blk\.37\.ffn_down_shexp\.weight$=q8_0
|
| 409 |
+
^blk\.37\.ffn_gate_exps\.weight$=q2_k
|
| 410 |
+
^blk\.37\.ffn_gate_shexp\.weight$=q8_0
|
| 411 |
+
^blk\.37\.ffn_up_exps\.weight$=q2_k
|
| 412 |
+
^blk\.37\.ffn_up_shexp\.weight$=q8_0
|
| 413 |
+
^blk\.37\.ssm_out\.weight$=q6_k
|
| 414 |
+
^blk\.38\.attn_gate\.weight$=q5_k
|
| 415 |
+
^blk\.38\.attn_qkv\.weight$=q5_k
|
| 416 |
+
^blk\.38\.ffn_down_exps\.weight$=q2_k
|
| 417 |
+
^blk\.38\.ffn_down_shexp\.weight$=q8_0
|
| 418 |
+
^blk\.38\.ffn_gate_exps\.weight$=q2_k
|
| 419 |
+
^blk\.38\.ffn_gate_shexp\.weight$=q8_0
|
| 420 |
+
^blk\.38\.ffn_up_exps\.weight$=q2_k
|
| 421 |
+
^blk\.38\.ffn_up_shexp\.weight$=q8_0
|
| 422 |
+
^blk\.38\.ssm_out\.weight$=q6_k
|
| 423 |
+
^blk\.39\.attn_k\.weight$=q8_0
|
| 424 |
+
^blk\.39\.attn_output\.weight$=q8_0
|
| 425 |
+
^blk\.39\.attn_q\.weight$=q6_k
|
| 426 |
+
^blk\.39\.attn_v\.weight$=q8_0
|
| 427 |
+
^blk\.39\.ffn_down_exps\.weight$=q4_k
|
| 428 |
+
^blk\.39\.ffn_down_shexp\.weight$=q8_0
|
| 429 |
+
^blk\.39\.ffn_gate_exps\.weight$=q4_k
|
| 430 |
+
^blk\.39\.ffn_gate_shexp\.weight$=q8_0
|
| 431 |
+
^blk\.39\.ffn_up_exps\.weight$=q4_k
|
| 432 |
+
^blk\.39\.ffn_up_shexp\.weight$=q8_0
|
layouts/InternScience_MLExpert-Q3_K_L.layout.json
ADDED
|
@@ -0,0 +1,229 @@
|
|
|
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|
|
|
|
|
|
|
|
|
|
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|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
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|
|
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|
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|
|
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|
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|
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|
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|
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|
|
|
|
|
|
|
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|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
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|
|
|
|
|
|
|
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|
|
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|
|
|
|
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|
|
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|
|
|
|
|
|
|
|
|
|
|
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|
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|
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|
|
|
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|
|
|
|
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|
|
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|
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|
|
|
|
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|
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|
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|
|
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|
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|
|
|
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|
| 1 |
+
{
|
| 2 |
+
"model": "/media/m2teamgroup/models/MLExpert-GGUF/InternScience_MLExpert-bf16.gguf",
|
| 3 |
+
"imatrix": "/media/m2teamgroup/models/MLExpert-GGUF/InternScience_MLExpert-imatrix.gguf",
|
| 4 |
+
"ftype": "Q3_K_L",
|
| 5 |
+
"base_type": "q3_k",
|
| 6 |
+
"family": "k",
|
| 7 |
+
"recipe": "ident",
|
| 8 |
+
"variant": "shr0.50",
|
| 9 |
+
"auto_crush": false,
|
| 10 |
+
"rung_mode": "share",
|
| 11 |
+
"tier": "L",
|
| 12 |
+
"rung_share": 0.5,
|
| 13 |
+
"crush_pass_bytes": null,
|
| 14 |
+
"embd_shares": {
|
| 15 |
+
"output.weight": {
|
| 16 |
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"share": 0.0247,
|
| 17 |
+
"type": "q8_0"
|
| 18 |
+
},
|
| 19 |
+
"token_embd.weight": {
|
| 20 |
+
"share": 0.0129,
|
| 21 |
+
"type": "q8_0"
|
| 22 |
+
}
|
| 23 |
+
},
|
| 24 |
+
"arch": "moe",
|
| 25 |
+
"tied": false,
|
| 26 |
+
"n_layer": 40,
|
| 27 |
+
"body_rule": true,
|
| 28 |
+
"pins": {
|
| 29 |
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"^blk\\.0\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 30 |
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"^blk\\.0\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 31 |
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"^blk\\.1\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 32 |
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"^blk\\.1\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 33 |
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"^blk\\.2\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 34 |
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"^blk\\.2\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 35 |
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"^blk\\.4\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 36 |
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"^blk\\.4\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 37 |
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"^blk\\.5\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 38 |
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|
| 39 |
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|
| 40 |
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|
| 41 |
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"^blk\\.8\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 42 |
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"^blk\\.8\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 43 |
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"^blk\\.9\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 44 |
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"^blk\\.9\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 45 |
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"^blk\\.10\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 46 |
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|
| 47 |
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"^blk\\.12\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 48 |
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|
| 49 |
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"^blk\\.13\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 50 |
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|
| 51 |
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|
| 52 |
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|
| 53 |
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|
| 54 |
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|
| 55 |
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"^blk\\.17\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 56 |
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|
| 57 |
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|
| 58 |
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"^blk\\.18\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 59 |
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"^blk\\.20\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 60 |
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"^blk\\.20\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 61 |
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"^blk\\.21\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 62 |
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"^blk\\.21\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 63 |
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"^blk\\.22\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 64 |
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"^blk\\.22\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 65 |
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"^blk\\.24\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 66 |
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"^blk\\.24\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 67 |
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"^blk\\.25\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 68 |
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"^blk\\.25\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 69 |
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"^blk\\.26\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 70 |
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"^blk\\.26\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 71 |
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"^blk\\.28\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 72 |
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"^blk\\.28\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 73 |
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"^blk\\.29\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 74 |
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"^blk\\.29\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 75 |
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"^blk\\.30\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 76 |
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"^blk\\.30\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 77 |
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"^blk\\.32\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 78 |
+
"^blk\\.32\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 79 |
+
"^blk\\.33\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 80 |
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"^blk\\.33\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 81 |
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"^blk\\.34\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 82 |
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"^blk\\.34\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 83 |
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"^blk\\.36\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 84 |
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"^blk\\.36\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 85 |
+
"^blk\\.37\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 86 |
+
"^blk\\.37\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 87 |
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"^blk\\.38\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 88 |
+
"^blk\\.38\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32"
|
| 89 |
+
},
|
| 90 |
+
"shape_pins": {},
|
| 91 |
+
"fixed_pins": {
|
| 92 |
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"blk.0.ssm_alpha.weight": "f32",
|
| 93 |
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"blk.0.ssm_beta.weight": "f32",
|
| 94 |
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"blk.1.ssm_alpha.weight": "f32",
|
| 95 |
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"blk.1.ssm_beta.weight": "f32",
|
| 96 |
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"blk.2.ssm_alpha.weight": "f32",
|
| 97 |
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"blk.2.ssm_beta.weight": "f32",
|
| 98 |
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"blk.4.ssm_alpha.weight": "f32",
|
| 99 |
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"blk.4.ssm_beta.weight": "f32",
|
| 100 |
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"blk.5.ssm_alpha.weight": "f32",
|
| 101 |
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"blk.5.ssm_beta.weight": "f32",
|
| 102 |
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"blk.6.ssm_alpha.weight": "f32",
|
| 103 |
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"blk.6.ssm_beta.weight": "f32",
|
| 104 |
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"blk.8.ssm_alpha.weight": "f32",
|
| 105 |
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"blk.8.ssm_beta.weight": "f32",
|
| 106 |
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"blk.9.ssm_alpha.weight": "f32",
|
| 107 |
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"blk.9.ssm_beta.weight": "f32",
|
| 108 |
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"blk.10.ssm_alpha.weight": "f32",
|
| 109 |
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"blk.10.ssm_beta.weight": "f32",
|
| 110 |
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"blk.12.ssm_alpha.weight": "f32",
|
| 111 |
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"blk.12.ssm_beta.weight": "f32",
|
| 112 |
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"blk.13.ssm_alpha.weight": "f32",
|
| 113 |
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"blk.13.ssm_beta.weight": "f32",
|
| 114 |
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"blk.14.ssm_alpha.weight": "f32",
|
| 115 |
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"blk.14.ssm_beta.weight": "f32",
|
| 116 |
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"blk.16.ssm_alpha.weight": "f32",
|
| 117 |
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"blk.16.ssm_beta.weight": "f32",
|
| 118 |
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"blk.17.ssm_alpha.weight": "f32",
|
| 119 |
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"blk.17.ssm_beta.weight": "f32",
|
| 120 |
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"blk.18.ssm_alpha.weight": "f32",
|
| 121 |
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"blk.18.ssm_beta.weight": "f32",
|
| 122 |
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"blk.20.ssm_alpha.weight": "f32",
|
| 123 |
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"blk.20.ssm_beta.weight": "f32",
|
| 124 |
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"blk.21.ssm_alpha.weight": "f32",
|
| 125 |
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"blk.21.ssm_beta.weight": "f32",
|
| 126 |
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"blk.22.ssm_alpha.weight": "f32",
|
| 127 |
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"blk.22.ssm_beta.weight": "f32",
|
| 128 |
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"blk.24.ssm_alpha.weight": "f32",
|
| 129 |
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"blk.24.ssm_beta.weight": "f32",
|
| 130 |
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"blk.25.ssm_alpha.weight": "f32",
|
| 131 |
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"blk.25.ssm_beta.weight": "f32",
|
| 132 |
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"blk.26.ssm_alpha.weight": "f32",
|
| 133 |
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"blk.26.ssm_beta.weight": "f32",
|
| 134 |
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"blk.28.ssm_alpha.weight": "f32",
|
| 135 |
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"blk.28.ssm_beta.weight": "f32",
|
| 136 |
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"blk.29.ssm_alpha.weight": "f32",
|
| 137 |
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"blk.29.ssm_beta.weight": "f32",
|
| 138 |
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"blk.30.ssm_alpha.weight": "f32",
|
| 139 |
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"blk.30.ssm_beta.weight": "f32",
|
| 140 |
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"blk.32.ssm_alpha.weight": "f32",
|
| 141 |
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"blk.32.ssm_beta.weight": "f32",
|
| 142 |
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"blk.33.ssm_alpha.weight": "f32",
|
| 143 |
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"blk.33.ssm_beta.weight": "f32",
|
| 144 |
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"blk.34.ssm_alpha.weight": "f32",
|
| 145 |
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"blk.34.ssm_beta.weight": "f32",
|
| 146 |
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"blk.36.ssm_alpha.weight": "f32",
|
| 147 |
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"blk.36.ssm_beta.weight": "f32",
|
| 148 |
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"blk.37.ssm_alpha.weight": "f32",
|
| 149 |
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"blk.37.ssm_beta.weight": "f32",
|
| 150 |
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"blk.38.ssm_alpha.weight": "f32",
|
| 151 |
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"blk.38.ssm_beta.weight": "f32"
|
| 152 |
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},
|
| 153 |
+
"embeddings": {
|
| 154 |
+
"output.weight": "q8_0",
|
| 155 |
+
"token_embd.weight": "q8_0"
|
| 156 |
+
},
|
| 157 |
+
"bytes": {
|
| 158 |
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"heuristic_body+embd": 16770924544,
|
| 159 |
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"map_body+embd": 18151505920,
|
| 160 |
+
"ratio": 1.0823,
|
| 161 |
+
"note": "quantizable, unpinned tensors only; pinned/unquantized tensors are identical in both"
|
| 162 |
+
},
|
| 163 |
+
"body_base_share": 0.5,
|
| 164 |
+
"body_bpw": 4.062,
|
| 165 |
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"body_bpw_heuristic": 3.84,
|
| 166 |
+
"total_params": 34660610688,
|
| 167 |
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"file_bytes_pred": 18256087552,
|
| 168 |
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"file_bpw_pred": 4.214,
|
| 169 |
+
"histogram": {
|
| 170 |
+
"attn_gate": {
|
| 171 |
+
"q8_0": 16,
|
| 172 |
+
"q6_k": 14
|
| 173 |
+
},
|
| 174 |
+
"attn_k": {
|
| 175 |
+
"q8_0": 10
|
| 176 |
+
},
|
| 177 |
+
"attn_output": {
|
| 178 |
+
"q8_0": 10
|
| 179 |
+
},
|
| 180 |
+
"attn_q": {
|
| 181 |
+
"q6_k": 7,
|
| 182 |
+
"q8_0": 3
|
| 183 |
+
},
|
| 184 |
+
"attn_qkv": {
|
| 185 |
+
"q6_k": 20,
|
| 186 |
+
"q8_0": 10
|
| 187 |
+
},
|
| 188 |
+
"attn_v": {
|
| 189 |
+
"q8_0": 10
|
| 190 |
+
},
|
| 191 |
+
"ffn_down_exps": {
|
| 192 |
+
"q4_k": 22,
|
| 193 |
+
"q3_k": 16,
|
| 194 |
+
"q5_k": 2
|
| 195 |
+
},
|
| 196 |
+
"ffn_down_shexp": {
|
| 197 |
+
"q8_0": 40
|
| 198 |
+
},
|
| 199 |
+
"ffn_gate_exps": {
|
| 200 |
+
"q3_k": 38,
|
| 201 |
+
"q4_k": 1,
|
| 202 |
+
"q5_k": 1
|
| 203 |
+
},
|
| 204 |
+
"ffn_gate_shexp": {
|
| 205 |
+
"q8_0": 40
|
| 206 |
+
},
|
| 207 |
+
"ffn_up_exps": {
|
| 208 |
+
"q3_k": 20,
|
| 209 |
+
"q4_k": 16,
|
| 210 |
+
"q5_k": 4
|
| 211 |
+
},
|
| 212 |
+
"ffn_up_shexp": {
|
| 213 |
+
"q8_0": 40
|
| 214 |
+
},
|
| 215 |
+
"ssm_out": {
|
| 216 |
+
"q8_0": 30
|
| 217 |
+
}
|
| 218 |
+
},
|
| 219 |
+
"prior": "layout/prior.json",
|
| 220 |
+
"pin_rule": "floor",
|
| 221 |
+
"embd_cap": "heur",
|
| 222 |
+
"generator": "auto_quant_v2.layout",
|
| 223 |
+
"generator_key": "3bf8b43e20a68f0b",
|
| 224 |
+
"quant_type": "Q3_K_L",
|
| 225 |
+
"quantize_ftype": "Q3_K_L",
|
| 226 |
+
"llama_cpp_version": "b11716",
|
| 227 |
+
"unknown_kinds": {},
|
| 228 |
+
"commit": "0933d56cdc75d35ccd1973a9eebfe2cafbd935d5"
|
| 229 |
+
}
|
layouts/InternScience_MLExpert-Q3_K_L.tensor-types.txt
ADDED
|
@@ -0,0 +1,432 @@
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|
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|
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|
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|
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|
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|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
^blk\.0\.ssm_alpha\.weight$=f32
|
| 2 |
+
^blk\.0\.ssm_beta\.weight$=f32
|
| 3 |
+
^blk\.1\.ssm_alpha\.weight$=f32
|
| 4 |
+
^blk\.1\.ssm_beta\.weight$=f32
|
| 5 |
+
^blk\.2\.ssm_alpha\.weight$=f32
|
| 6 |
+
^blk\.2\.ssm_beta\.weight$=f32
|
| 7 |
+
^blk\.4\.ssm_alpha\.weight$=f32
|
| 8 |
+
^blk\.4\.ssm_beta\.weight$=f32
|
| 9 |
+
^blk\.5\.ssm_alpha\.weight$=f32
|
| 10 |
+
^blk\.5\.ssm_beta\.weight$=f32
|
| 11 |
+
^blk\.6\.ssm_alpha\.weight$=f32
|
| 12 |
+
^blk\.6\.ssm_beta\.weight$=f32
|
| 13 |
+
^blk\.8\.ssm_alpha\.weight$=f32
|
| 14 |
+
^blk\.8\.ssm_beta\.weight$=f32
|
| 15 |
+
^blk\.9\.ssm_alpha\.weight$=f32
|
| 16 |
+
^blk\.9\.ssm_beta\.weight$=f32
|
| 17 |
+
^blk\.10\.ssm_alpha\.weight$=f32
|
| 18 |
+
^blk\.10\.ssm_beta\.weight$=f32
|
| 19 |
+
^blk\.12\.ssm_alpha\.weight$=f32
|
| 20 |
+
^blk\.12\.ssm_beta\.weight$=f32
|
| 21 |
+
^blk\.13\.ssm_alpha\.weight$=f32
|
| 22 |
+
^blk\.13\.ssm_beta\.weight$=f32
|
| 23 |
+
^blk\.14\.ssm_alpha\.weight$=f32
|
| 24 |
+
^blk\.14\.ssm_beta\.weight$=f32
|
| 25 |
+
^blk\.16\.ssm_alpha\.weight$=f32
|
| 26 |
+
^blk\.16\.ssm_beta\.weight$=f32
|
| 27 |
+
^blk\.17\.ssm_alpha\.weight$=f32
|
| 28 |
+
^blk\.17\.ssm_beta\.weight$=f32
|
| 29 |
+
^blk\.18\.ssm_alpha\.weight$=f32
|
| 30 |
+
^blk\.18\.ssm_beta\.weight$=f32
|
| 31 |
+
^blk\.20\.ssm_alpha\.weight$=f32
|
| 32 |
+
^blk\.20\.ssm_beta\.weight$=f32
|
| 33 |
+
^blk\.21\.ssm_alpha\.weight$=f32
|
| 34 |
+
^blk\.21\.ssm_beta\.weight$=f32
|
| 35 |
+
^blk\.22\.ssm_alpha\.weight$=f32
|
| 36 |
+
^blk\.22\.ssm_beta\.weight$=f32
|
| 37 |
+
^blk\.24\.ssm_alpha\.weight$=f32
|
| 38 |
+
^blk\.24\.ssm_beta\.weight$=f32
|
| 39 |
+
^blk\.25\.ssm_alpha\.weight$=f32
|
| 40 |
+
^blk\.25\.ssm_beta\.weight$=f32
|
| 41 |
+
^blk\.26\.ssm_alpha\.weight$=f32
|
| 42 |
+
^blk\.26\.ssm_beta\.weight$=f32
|
| 43 |
+
^blk\.28\.ssm_alpha\.weight$=f32
|
| 44 |
+
^blk\.28\.ssm_beta\.weight$=f32
|
| 45 |
+
^blk\.29\.ssm_alpha\.weight$=f32
|
| 46 |
+
^blk\.29\.ssm_beta\.weight$=f32
|
| 47 |
+
^blk\.30\.ssm_alpha\.weight$=f32
|
| 48 |
+
^blk\.30\.ssm_beta\.weight$=f32
|
| 49 |
+
^blk\.32\.ssm_alpha\.weight$=f32
|
| 50 |
+
^blk\.32\.ssm_beta\.weight$=f32
|
| 51 |
+
^blk\.33\.ssm_alpha\.weight$=f32
|
| 52 |
+
^blk\.33\.ssm_beta\.weight$=f32
|
| 53 |
+
^blk\.34\.ssm_alpha\.weight$=f32
|
| 54 |
+
^blk\.34\.ssm_beta\.weight$=f32
|
| 55 |
+
^blk\.36\.ssm_alpha\.weight$=f32
|
| 56 |
+
^blk\.36\.ssm_beta\.weight$=f32
|
| 57 |
+
^blk\.37\.ssm_alpha\.weight$=f32
|
| 58 |
+
^blk\.37\.ssm_beta\.weight$=f32
|
| 59 |
+
^blk\.38\.ssm_alpha\.weight$=f32
|
| 60 |
+
^blk\.38\.ssm_beta\.weight$=f32
|
| 61 |
+
^output\.weight$=q8_0
|
| 62 |
+
^token_embd\.weight$=q8_0
|
| 63 |
+
^blk\.0\.attn_gate\.weight$=q8_0
|
| 64 |
+
^blk\.0\.attn_qkv\.weight$=q8_0
|
| 65 |
+
^blk\.0\.ffn_down_exps\.weight$=q5_k
|
| 66 |
+
^blk\.0\.ffn_down_shexp\.weight$=q8_0
|
| 67 |
+
^blk\.0\.ffn_gate_exps\.weight$=q4_k
|
| 68 |
+
^blk\.0\.ffn_gate_shexp\.weight$=q8_0
|
| 69 |
+
^blk\.0\.ffn_up_exps\.weight$=q4_k
|
| 70 |
+
^blk\.0\.ffn_up_shexp\.weight$=q8_0
|
| 71 |
+
^blk\.0\.ssm_out\.weight$=q8_0
|
| 72 |
+
^blk\.1\.attn_gate\.weight$=q8_0
|
| 73 |
+
^blk\.1\.attn_qkv\.weight$=q8_0
|
| 74 |
+
^blk\.1\.ffn_down_exps\.weight$=q4_k
|
| 75 |
+
^blk\.1\.ffn_down_shexp\.weight$=q8_0
|
| 76 |
+
^blk\.1\.ffn_gate_exps\.weight$=q3_k
|
| 77 |
+
^blk\.1\.ffn_gate_shexp\.weight$=q8_0
|
| 78 |
+
^blk\.1\.ffn_up_exps\.weight$=q5_k
|
| 79 |
+
^blk\.1\.ffn_up_shexp\.weight$=q8_0
|
| 80 |
+
^blk\.1\.ssm_out\.weight$=q8_0
|
| 81 |
+
^blk\.2\.attn_gate\.weight$=q8_0
|
| 82 |
+
^blk\.2\.attn_qkv\.weight$=q8_0
|
| 83 |
+
^blk\.2\.ffn_down_exps\.weight$=q4_k
|
| 84 |
+
^blk\.2\.ffn_down_shexp\.weight$=q8_0
|
| 85 |
+
^blk\.2\.ffn_gate_exps\.weight$=q3_k
|
| 86 |
+
^blk\.2\.ffn_gate_shexp\.weight$=q8_0
|
| 87 |
+
^blk\.2\.ffn_up_exps\.weight$=q4_k
|
| 88 |
+
^blk\.2\.ffn_up_shexp\.weight$=q8_0
|
| 89 |
+
^blk\.2\.ssm_out\.weight$=q8_0
|
| 90 |
+
^blk\.3\.attn_k\.weight$=q8_0
|
| 91 |
+
^blk\.3\.attn_output\.weight$=q8_0
|
| 92 |
+
^blk\.3\.attn_q\.weight$=q6_k
|
| 93 |
+
^blk\.3\.attn_v\.weight$=q8_0
|
| 94 |
+
^blk\.3\.ffn_down_exps\.weight$=q4_k
|
| 95 |
+
^blk\.3\.ffn_down_shexp\.weight$=q8_0
|
| 96 |
+
^blk\.3\.ffn_gate_exps\.weight$=q3_k
|
| 97 |
+
^blk\.3\.ffn_gate_shexp\.weight$=q8_0
|
| 98 |
+
^blk\.3\.ffn_up_exps\.weight$=q5_k
|
| 99 |
+
^blk\.3\.ffn_up_shexp\.weight$=q8_0
|
| 100 |
+
^blk\.4\.attn_gate\.weight$=q8_0
|
| 101 |
+
^blk\.4\.attn_qkv\.weight$=q8_0
|
| 102 |
+
^blk\.4\.ffn_down_exps\.weight$=q4_k
|
| 103 |
+
^blk\.4\.ffn_down_shexp\.weight$=q8_0
|
| 104 |
+
^blk\.4\.ffn_gate_exps\.weight$=q3_k
|
| 105 |
+
^blk\.4\.ffn_gate_shexp\.weight$=q8_0
|
| 106 |
+
^blk\.4\.ffn_up_exps\.weight$=q4_k
|
| 107 |
+
^blk\.4\.ffn_up_shexp\.weight$=q8_0
|
| 108 |
+
^blk\.4\.ssm_out\.weight$=q8_0
|
| 109 |
+
^blk\.5\.attn_gate\.weight$=q8_0
|
| 110 |
+
^blk\.5\.attn_qkv\.weight$=q8_0
|
| 111 |
+
^blk\.5\.ffn_down_exps\.weight$=q4_k
|
| 112 |
+
^blk\.5\.ffn_down_shexp\.weight$=q8_0
|
| 113 |
+
^blk\.5\.ffn_gate_exps\.weight$=q3_k
|
| 114 |
+
^blk\.5\.ffn_gate_shexp\.weight$=q8_0
|
| 115 |
+
^blk\.5\.ffn_up_exps\.weight$=q4_k
|
| 116 |
+
^blk\.5\.ffn_up_shexp\.weight$=q8_0
|
| 117 |
+
^blk\.5\.ssm_out\.weight$=q8_0
|
| 118 |
+
^blk\.6\.attn_gate\.weight$=q8_0
|
| 119 |
+
^blk\.6\.attn_qkv\.weight$=q8_0
|
| 120 |
+
^blk\.6\.ffn_down_exps\.weight$=q4_k
|
| 121 |
+
^blk\.6\.ffn_down_shexp\.weight$=q8_0
|
| 122 |
+
^blk\.6\.ffn_gate_exps\.weight$=q3_k
|
| 123 |
+
^blk\.6\.ffn_gate_shexp\.weight$=q8_0
|
| 124 |
+
^blk\.6\.ffn_up_exps\.weight$=q4_k
|
| 125 |
+
^blk\.6\.ffn_up_shexp\.weight$=q8_0
|
| 126 |
+
^blk\.6\.ssm_out\.weight$=q8_0
|
| 127 |
+
^blk\.7\.attn_k\.weight$=q8_0
|
| 128 |
+
^blk\.7\.attn_output\.weight$=q8_0
|
| 129 |
+
^blk\.7\.attn_q\.weight$=q6_k
|
| 130 |
+
^blk\.7\.attn_v\.weight$=q8_0
|
| 131 |
+
^blk\.7\.ffn_down_exps\.weight$=q4_k
|
| 132 |
+
^blk\.7\.ffn_down_shexp\.weight$=q8_0
|
| 133 |
+
^blk\.7\.ffn_gate_exps\.weight$=q3_k
|
| 134 |
+
^blk\.7\.ffn_gate_shexp\.weight$=q8_0
|
| 135 |
+
^blk\.7\.ffn_up_exps\.weight$=q5_k
|
| 136 |
+
^blk\.7\.ffn_up_shexp\.weight$=q8_0
|
| 137 |
+
^blk\.8\.attn_gate\.weight$=q8_0
|
| 138 |
+
^blk\.8\.attn_qkv\.weight$=q8_0
|
| 139 |
+
^blk\.8\.ffn_down_exps\.weight$=q4_k
|
| 140 |
+
^blk\.8\.ffn_down_shexp\.weight$=q8_0
|
| 141 |
+
^blk\.8\.ffn_gate_exps\.weight$=q3_k
|
| 142 |
+
^blk\.8\.ffn_gate_shexp\.weight$=q8_0
|
| 143 |
+
^blk\.8\.ffn_up_exps\.weight$=q4_k
|
| 144 |
+
^blk\.8\.ffn_up_shexp\.weight$=q8_0
|
| 145 |
+
^blk\.8\.ssm_out\.weight$=q8_0
|
| 146 |
+
^blk\.9\.attn_gate\.weight$=q8_0
|
| 147 |
+
^blk\.9\.attn_qkv\.weight$=q8_0
|
| 148 |
+
^blk\.9\.ffn_down_exps\.weight$=q4_k
|
| 149 |
+
^blk\.9\.ffn_down_shexp\.weight$=q8_0
|
| 150 |
+
^blk\.9\.ffn_gate_exps\.weight$=q3_k
|
| 151 |
+
^blk\.9\.ffn_gate_shexp\.weight$=q8_0
|
| 152 |
+
^blk\.9\.ffn_up_exps\.weight$=q4_k
|
| 153 |
+
^blk\.9\.ffn_up_shexp\.weight$=q8_0
|
| 154 |
+
^blk\.9\.ssm_out\.weight$=q8_0
|
| 155 |
+
^blk\.10\.attn_gate\.weight$=q8_0
|
| 156 |
+
^blk\.10\.attn_qkv\.weight$=q8_0
|
| 157 |
+
^blk\.10\.ffn_down_exps\.weight$=q3_k
|
| 158 |
+
^blk\.10\.ffn_down_shexp\.weight$=q8_0
|
| 159 |
+
^blk\.10\.ffn_gate_exps\.weight$=q3_k
|
| 160 |
+
^blk\.10\.ffn_gate_shexp\.weight$=q8_0
|
| 161 |
+
^blk\.10\.ffn_up_exps\.weight$=q3_k
|
| 162 |
+
^blk\.10\.ffn_up_shexp\.weight$=q8_0
|
| 163 |
+
^blk\.10\.ssm_out\.weight$=q8_0
|
| 164 |
+
^blk\.11\.attn_k\.weight$=q8_0
|
| 165 |
+
^blk\.11\.attn_output\.weight$=q8_0
|
| 166 |
+
^blk\.11\.attn_q\.weight$=q6_k
|
| 167 |
+
^blk\.11\.attn_v\.weight$=q8_0
|
| 168 |
+
^blk\.11\.ffn_down_exps\.weight$=q4_k
|
| 169 |
+
^blk\.11\.ffn_down_shexp\.weight$=q8_0
|
| 170 |
+
^blk\.11\.ffn_gate_exps\.weight$=q3_k
|
| 171 |
+
^blk\.11\.ffn_gate_shexp\.weight$=q8_0
|
| 172 |
+
^blk\.11\.ffn_up_exps\.weight$=q3_k
|
| 173 |
+
^blk\.11\.ffn_up_shexp\.weight$=q8_0
|
| 174 |
+
^blk\.12\.attn_gate\.weight$=q6_k
|
| 175 |
+
^blk\.12\.attn_qkv\.weight$=q8_0
|
| 176 |
+
^blk\.12\.ffn_down_exps\.weight$=q3_k
|
| 177 |
+
^blk\.12\.ffn_down_shexp\.weight$=q8_0
|
| 178 |
+
^blk\.12\.ffn_gate_exps\.weight$=q3_k
|
| 179 |
+
^blk\.12\.ffn_gate_shexp\.weight$=q8_0
|
| 180 |
+
^blk\.12\.ffn_up_exps\.weight$=q3_k
|
| 181 |
+
^blk\.12\.ffn_up_shexp\.weight$=q8_0
|
| 182 |
+
^blk\.12\.ssm_out\.weight$=q8_0
|
| 183 |
+
^blk\.13\.attn_gate\.weight$=q6_k
|
| 184 |
+
^blk\.13\.attn_qkv\.weight$=q6_k
|
| 185 |
+
^blk\.13\.ffn_down_exps\.weight$=q3_k
|
| 186 |
+
^blk\.13\.ffn_down_shexp\.weight$=q8_0
|
| 187 |
+
^blk\.13\.ffn_gate_exps\.weight$=q3_k
|
| 188 |
+
^blk\.13\.ffn_gate_shexp\.weight$=q8_0
|
| 189 |
+
^blk\.13\.ffn_up_exps\.weight$=q3_k
|
| 190 |
+
^blk\.13\.ffn_up_shexp\.weight$=q8_0
|
| 191 |
+
^blk\.13\.ssm_out\.weight$=q8_0
|
| 192 |
+
^blk\.14\.attn_gate\.weight$=q6_k
|
| 193 |
+
^blk\.14\.attn_qkv\.weight$=q6_k
|
| 194 |
+
^blk\.14\.ffn_down_exps\.weight$=q3_k
|
| 195 |
+
^blk\.14\.ffn_down_shexp\.weight$=q8_0
|
| 196 |
+
^blk\.14\.ffn_gate_exps\.weight$=q3_k
|
| 197 |
+
^blk\.14\.ffn_gate_shexp\.weight$=q8_0
|
| 198 |
+
^blk\.14\.ffn_up_exps\.weight$=q3_k
|
| 199 |
+
^blk\.14\.ffn_up_shexp\.weight$=q8_0
|
| 200 |
+
^blk\.14\.ssm_out\.weight$=q8_0
|
| 201 |
+
^blk\.15\.attn_k\.weight$=q8_0
|
| 202 |
+
^blk\.15\.attn_output\.weight$=q8_0
|
| 203 |
+
^blk\.15\.attn_q\.weight$=q6_k
|
| 204 |
+
^blk\.15\.attn_v\.weight$=q8_0
|
| 205 |
+
^blk\.15\.ffn_down_exps\.weight$=q4_k
|
| 206 |
+
^blk\.15\.ffn_down_shexp\.weight$=q8_0
|
| 207 |
+
^blk\.15\.ffn_gate_exps\.weight$=q3_k
|
| 208 |
+
^blk\.15\.ffn_gate_shexp\.weight$=q8_0
|
| 209 |
+
^blk\.15\.ffn_up_exps\.weight$=q3_k
|
| 210 |
+
^blk\.15\.ffn_up_shexp\.weight$=q8_0
|
| 211 |
+
^blk\.16\.attn_gate\.weight$=q6_k
|
| 212 |
+
^blk\.16\.attn_qkv\.weight$=q6_k
|
| 213 |
+
^blk\.16\.ffn_down_exps\.weight$=q3_k
|
| 214 |
+
^blk\.16\.ffn_down_shexp\.weight$=q8_0
|
| 215 |
+
^blk\.16\.ffn_gate_exps\.weight$=q3_k
|
| 216 |
+
^blk\.16\.ffn_gate_shexp\.weight$=q8_0
|
| 217 |
+
^blk\.16\.ffn_up_exps\.weight$=q3_k
|
| 218 |
+
^blk\.16\.ffn_up_shexp\.weight$=q8_0
|
| 219 |
+
^blk\.16\.ssm_out\.weight$=q8_0
|
| 220 |
+
^blk\.17\.attn_gate\.weight$=q6_k
|
| 221 |
+
^blk\.17\.attn_qkv\.weight$=q6_k
|
| 222 |
+
^blk\.17\.ffn_down_exps\.weight$=q3_k
|
| 223 |
+
^blk\.17\.ffn_down_shexp\.weight$=q8_0
|
| 224 |
+
^blk\.17\.ffn_gate_exps\.weight$=q3_k
|
| 225 |
+
^blk\.17\.ffn_gate_shexp\.weight$=q8_0
|
| 226 |
+
^blk\.17\.ffn_up_exps\.weight$=q3_k
|
| 227 |
+
^blk\.17\.ffn_up_shexp\.weight$=q8_0
|
| 228 |
+
^blk\.17\.ssm_out\.weight$=q8_0
|
| 229 |
+
^blk\.18\.attn_gate\.weight$=q6_k
|
| 230 |
+
^blk\.18\.attn_qkv\.weight$=q6_k
|
| 231 |
+
^blk\.18\.ffn_down_exps\.weight$=q3_k
|
| 232 |
+
^blk\.18\.ffn_down_shexp\.weight$=q8_0
|
| 233 |
+
^blk\.18\.ffn_gate_exps\.weight$=q3_k
|
| 234 |
+
^blk\.18\.ffn_gate_shexp\.weight$=q8_0
|
| 235 |
+
^blk\.18\.ffn_up_exps\.weight$=q3_k
|
| 236 |
+
^blk\.18\.ffn_up_shexp\.weight$=q8_0
|
| 237 |
+
^blk\.18\.ssm_out\.weight$=q8_0
|
| 238 |
+
^blk\.19\.attn_k\.weight$=q8_0
|
| 239 |
+
^blk\.19\.attn_output\.weight$=q8_0
|
| 240 |
+
^blk\.19\.attn_q\.weight$=q6_k
|
| 241 |
+
^blk\.19\.attn_v\.weight$=q8_0
|
| 242 |
+
^blk\.19\.ffn_down_exps\.weight$=q4_k
|
| 243 |
+
^blk\.19\.ffn_down_shexp\.weight$=q8_0
|
| 244 |
+
^blk\.19\.ffn_gate_exps\.weight$=q3_k
|
| 245 |
+
^blk\.19\.ffn_gate_shexp\.weight$=q8_0
|
| 246 |
+
^blk\.19\.ffn_up_exps\.weight$=q3_k
|
| 247 |
+
^blk\.19\.ffn_up_shexp\.weight$=q8_0
|
| 248 |
+
^blk\.20\.attn_gate\.weight$=q6_k
|
| 249 |
+
^blk\.20\.attn_qkv\.weight$=q6_k
|
| 250 |
+
^blk\.20\.ffn_down_exps\.weight$=q3_k
|
| 251 |
+
^blk\.20\.ffn_down_shexp\.weight$=q8_0
|
| 252 |
+
^blk\.20\.ffn_gate_exps\.weight$=q3_k
|
| 253 |
+
^blk\.20\.ffn_gate_shexp\.weight$=q8_0
|
| 254 |
+
^blk\.20\.ffn_up_exps\.weight$=q3_k
|
| 255 |
+
^blk\.20\.ffn_up_shexp\.weight$=q8_0
|
| 256 |
+
^blk\.20\.ssm_out\.weight$=q8_0
|
| 257 |
+
^blk\.21\.attn_gate\.weight$=q6_k
|
| 258 |
+
^blk\.21\.attn_qkv\.weight$=q6_k
|
| 259 |
+
^blk\.21\.ffn_down_exps\.weight$=q3_k
|
| 260 |
+
^blk\.21\.ffn_down_shexp\.weight$=q8_0
|
| 261 |
+
^blk\.21\.ffn_gate_exps\.weight$=q3_k
|
| 262 |
+
^blk\.21\.ffn_gate_shexp\.weight$=q8_0
|
| 263 |
+
^blk\.21\.ffn_up_exps\.weight$=q3_k
|
| 264 |
+
^blk\.21\.ffn_up_shexp\.weight$=q8_0
|
| 265 |
+
^blk\.21\.ssm_out\.weight$=q8_0
|
| 266 |
+
^blk\.22\.attn_gate\.weight$=q6_k
|
| 267 |
+
^blk\.22\.attn_qkv\.weight$=q6_k
|
| 268 |
+
^blk\.22\.ffn_down_exps\.weight$=q3_k
|
| 269 |
+
^blk\.22\.ffn_down_shexp\.weight$=q8_0
|
| 270 |
+
^blk\.22\.ffn_gate_exps\.weight$=q3_k
|
| 271 |
+
^blk\.22\.ffn_gate_shexp\.weight$=q8_0
|
| 272 |
+
^blk\.22\.ffn_up_exps\.weight$=q3_k
|
| 273 |
+
^blk\.22\.ffn_up_shexp\.weight$=q8_0
|
| 274 |
+
^blk\.22\.ssm_out\.weight$=q8_0
|
| 275 |
+
^blk\.23\.attn_k\.weight$=q8_0
|
| 276 |
+
^blk\.23\.attn_output\.weight$=q8_0
|
| 277 |
+
^blk\.23\.attn_q\.weight$=q6_k
|
| 278 |
+
^blk\.23\.attn_v\.weight$=q8_0
|
| 279 |
+
^blk\.23\.ffn_down_exps\.weight$=q4_k
|
| 280 |
+
^blk\.23\.ffn_down_shexp\.weight$=q8_0
|
| 281 |
+
^blk\.23\.ffn_gate_exps\.weight$=q3_k
|
| 282 |
+
^blk\.23\.ffn_gate_shexp\.weight$=q8_0
|
| 283 |
+
^blk\.23\.ffn_up_exps\.weight$=q3_k
|
| 284 |
+
^blk\.23\.ffn_up_shexp\.weight$=q8_0
|
| 285 |
+
^blk\.24\.attn_gate\.weight$=q6_k
|
| 286 |
+
^blk\.24\.attn_qkv\.weight$=q6_k
|
| 287 |
+
^blk\.24\.ffn_down_exps\.weight$=q3_k
|
| 288 |
+
^blk\.24\.ffn_down_shexp\.weight$=q8_0
|
| 289 |
+
^blk\.24\.ffn_gate_exps\.weight$=q3_k
|
| 290 |
+
^blk\.24\.ffn_gate_shexp\.weight$=q8_0
|
| 291 |
+
^blk\.24\.ffn_up_exps\.weight$=q3_k
|
| 292 |
+
^blk\.24\.ffn_up_shexp\.weight$=q8_0
|
| 293 |
+
^blk\.24\.ssm_out\.weight$=q8_0
|
| 294 |
+
^blk\.25\.attn_gate\.weight$=q6_k
|
| 295 |
+
^blk\.25\.attn_qkv\.weight$=q6_k
|
| 296 |
+
^blk\.25\.ffn_down_exps\.weight$=q3_k
|
| 297 |
+
^blk\.25\.ffn_down_shexp\.weight$=q8_0
|
| 298 |
+
^blk\.25\.ffn_gate_exps\.weight$=q3_k
|
| 299 |
+
^blk\.25\.ffn_gate_shexp\.weight$=q8_0
|
| 300 |
+
^blk\.25\.ffn_up_exps\.weight$=q3_k
|
| 301 |
+
^blk\.25\.ffn_up_shexp\.weight$=q8_0
|
| 302 |
+
^blk\.25\.ssm_out\.weight$=q8_0
|
| 303 |
+
^blk\.26\.attn_gate\.weight$=q6_k
|
| 304 |
+
^blk\.26\.attn_qkv\.weight$=q6_k
|
| 305 |
+
^blk\.26\.ffn_down_exps\.weight$=q3_k
|
| 306 |
+
^blk\.26\.ffn_down_shexp\.weight$=q8_0
|
| 307 |
+
^blk\.26\.ffn_gate_exps\.weight$=q3_k
|
| 308 |
+
^blk\.26\.ffn_gate_shexp\.weight$=q8_0
|
| 309 |
+
^blk\.26\.ffn_up_exps\.weight$=q3_k
|
| 310 |
+
^blk\.26\.ffn_up_shexp\.weight$=q8_0
|
| 311 |
+
^blk\.26\.ssm_out\.weight$=q8_0
|
| 312 |
+
^blk\.27\.attn_k\.weight$=q8_0
|
| 313 |
+
^blk\.27\.attn_output\.weight$=q8_0
|
| 314 |
+
^blk\.27\.attn_q\.weight$=q6_k
|
| 315 |
+
^blk\.27\.attn_v\.weight$=q8_0
|
| 316 |
+
^blk\.27\.ffn_down_exps\.weight$=q3_k
|
| 317 |
+
^blk\.27\.ffn_down_shexp\.weight$=q8_0
|
| 318 |
+
^blk\.27\.ffn_gate_exps\.weight$=q3_k
|
| 319 |
+
^blk\.27\.ffn_gate_shexp\.weight$=q8_0
|
| 320 |
+
^blk\.27\.ffn_up_exps\.weight$=q3_k
|
| 321 |
+
^blk\.27\.ffn_up_shexp\.weight$=q8_0
|
| 322 |
+
^blk\.28\.attn_gate\.weight$=q6_k
|
| 323 |
+
^blk\.28\.attn_qkv\.weight$=q6_k
|
| 324 |
+
^blk\.28\.ffn_down_exps\.weight$=q3_k
|
| 325 |
+
^blk\.28\.ffn_down_shexp\.weight$=q8_0
|
| 326 |
+
^blk\.28\.ffn_gate_exps\.weight$=q3_k
|
| 327 |
+
^blk\.28\.ffn_gate_shexp\.weight$=q8_0
|
| 328 |
+
^blk\.28\.ffn_up_exps\.weight$=q3_k
|
| 329 |
+
^blk\.28\.ffn_up_shexp\.weight$=q8_0
|
| 330 |
+
^blk\.28\.ssm_out\.weight$=q8_0
|
| 331 |
+
^blk\.29\.attn_gate\.weight$=q6_k
|
| 332 |
+
^blk\.29\.attn_qkv\.weight$=q6_k
|
| 333 |
+
^blk\.29\.ffn_down_exps\.weight$=q3_k
|
| 334 |
+
^blk\.29\.ffn_down_shexp\.weight$=q8_0
|
| 335 |
+
^blk\.29\.ffn_gate_exps\.weight$=q3_k
|
| 336 |
+
^blk\.29\.ffn_gate_shexp\.weight$=q8_0
|
| 337 |
+
^blk\.29\.ffn_up_exps\.weight$=q3_k
|
| 338 |
+
^blk\.29\.ffn_up_shexp\.weight$=q8_0
|
| 339 |
+
^blk\.29\.ssm_out\.weight$=q8_0
|
| 340 |
+
^blk\.30\.attn_gate\.weight$=q8_0
|
| 341 |
+
^blk\.30\.attn_qkv\.weight$=q6_k
|
| 342 |
+
^blk\.30\.ffn_down_exps\.weight$=q4_k
|
| 343 |
+
^blk\.30\.ffn_down_shexp\.weight$=q8_0
|
| 344 |
+
^blk\.30\.ffn_gate_exps\.weight$=q3_k
|
| 345 |
+
^blk\.30\.ffn_gate_shexp\.weight$=q8_0
|
| 346 |
+
^blk\.30\.ffn_up_exps\.weight$=q4_k
|
| 347 |
+
^blk\.30\.ffn_up_shexp\.weight$=q8_0
|
| 348 |
+
^blk\.30\.ssm_out\.weight$=q8_0
|
| 349 |
+
^blk\.31\.attn_k\.weight$=q8_0
|
| 350 |
+
^blk\.31\.attn_output\.weight$=q8_0
|
| 351 |
+
^blk\.31\.attn_q\.weight$=q8_0
|
| 352 |
+
^blk\.31\.attn_v\.weight$=q8_0
|
| 353 |
+
^blk\.31\.ffn_down_exps\.weight$=q4_k
|
| 354 |
+
^blk\.31\.ffn_down_shexp\.weight$=q8_0
|
| 355 |
+
^blk\.31\.ffn_gate_exps\.weight$=q3_k
|
| 356 |
+
^blk\.31\.ffn_gate_shexp\.weight$=q8_0
|
| 357 |
+
^blk\.31\.ffn_up_exps\.weight$=q4_k
|
| 358 |
+
^blk\.31\.ffn_up_shexp\.weight$=q8_0
|
| 359 |
+
^blk\.32\.attn_gate\.weight$=q8_0
|
| 360 |
+
^blk\.32\.attn_qkv\.weight$=q6_k
|
| 361 |
+
^blk\.32\.ffn_down_exps\.weight$=q4_k
|
| 362 |
+
^blk\.32\.ffn_down_shexp\.weight$=q8_0
|
| 363 |
+
^blk\.32\.ffn_gate_exps\.weight$=q3_k
|
| 364 |
+
^blk\.32\.ffn_gate_shexp\.weight$=q8_0
|
| 365 |
+
^blk\.32\.ffn_up_exps\.weight$=q4_k
|
| 366 |
+
^blk\.32\.ffn_up_shexp\.weight$=q8_0
|
| 367 |
+
^blk\.32\.ssm_out\.weight$=q8_0
|
| 368 |
+
^blk\.33\.attn_gate\.weight$=q8_0
|
| 369 |
+
^blk\.33\.attn_qkv\.weight$=q6_k
|
| 370 |
+
^blk\.33\.ffn_down_exps\.weight$=q4_k
|
| 371 |
+
^blk\.33\.ffn_down_shexp\.weight$=q8_0
|
| 372 |
+
^blk\.33\.ffn_gate_exps\.weight$=q3_k
|
| 373 |
+
^blk\.33\.ffn_gate_shexp\.weight$=q8_0
|
| 374 |
+
^blk\.33\.ffn_up_exps\.weight$=q4_k
|
| 375 |
+
^blk\.33\.ffn_up_shexp\.weight$=q8_0
|
| 376 |
+
^blk\.33\.ssm_out\.weight$=q8_0
|
| 377 |
+
^blk\.34\.attn_gate\.weight$=q8_0
|
| 378 |
+
^blk\.34\.attn_qkv\.weight$=q6_k
|
| 379 |
+
^blk\.34\.ffn_down_exps\.weight$=q4_k
|
| 380 |
+
^blk\.34\.ffn_down_shexp\.weight$=q8_0
|
| 381 |
+
^blk\.34\.ffn_gate_exps\.weight$=q3_k
|
| 382 |
+
^blk\.34\.ffn_gate_shexp\.weight$=q8_0
|
| 383 |
+
^blk\.34\.ffn_up_exps\.weight$=q4_k
|
| 384 |
+
^blk\.34\.ffn_up_shexp\.weight$=q8_0
|
| 385 |
+
^blk\.34\.ssm_out\.weight$=q8_0
|
| 386 |
+
^blk\.35\.attn_k\.weight$=q8_0
|
| 387 |
+
^blk\.35\.attn_output\.weight$=q8_0
|
| 388 |
+
^blk\.35\.attn_q\.weight$=q8_0
|
| 389 |
+
^blk\.35\.attn_v\.weight$=q8_0
|
| 390 |
+
^blk\.35\.ffn_down_exps\.weight$=q4_k
|
| 391 |
+
^blk\.35\.ffn_down_shexp\.weight$=q8_0
|
| 392 |
+
^blk\.35\.ffn_gate_exps\.weight$=q3_k
|
| 393 |
+
^blk\.35\.ffn_gate_shexp\.weight$=q8_0
|
| 394 |
+
^blk\.35\.ffn_up_exps\.weight$=q4_k
|
| 395 |
+
^blk\.35\.ffn_up_shexp\.weight$=q8_0
|
| 396 |
+
^blk\.36\.attn_gate\.weight$=q8_0
|
| 397 |
+
^blk\.36\.attn_qkv\.weight$=q6_k
|
| 398 |
+
^blk\.36\.ffn_down_exps\.weight$=q4_k
|
| 399 |
+
^blk\.36\.ffn_down_shexp\.weight$=q8_0
|
| 400 |
+
^blk\.36\.ffn_gate_exps\.weight$=q3_k
|
| 401 |
+
^blk\.36\.ffn_gate_shexp\.weight$=q8_0
|
| 402 |
+
^blk\.36\.ffn_up_exps\.weight$=q4_k
|
| 403 |
+
^blk\.36\.ffn_up_shexp\.weight$=q8_0
|
| 404 |
+
^blk\.36\.ssm_out\.weight$=q8_0
|
| 405 |
+
^blk\.37\.attn_gate\.weight$=q8_0
|
| 406 |
+
^blk\.37\.attn_qkv\.weight$=q6_k
|
| 407 |
+
^blk\.37\.ffn_down_exps\.weight$=q4_k
|
| 408 |
+
^blk\.37\.ffn_down_shexp\.weight$=q8_0
|
| 409 |
+
^blk\.37\.ffn_gate_exps\.weight$=q3_k
|
| 410 |
+
^blk\.37\.ffn_gate_shexp\.weight$=q8_0
|
| 411 |
+
^blk\.37\.ffn_up_exps\.weight$=q4_k
|
| 412 |
+
^blk\.37\.ffn_up_shexp\.weight$=q8_0
|
| 413 |
+
^blk\.37\.ssm_out\.weight$=q8_0
|
| 414 |
+
^blk\.38\.attn_gate\.weight$=q8_0
|
| 415 |
+
^blk\.38\.attn_qkv\.weight$=q6_k
|
| 416 |
+
^blk\.38\.ffn_down_exps\.weight$=q4_k
|
| 417 |
+
^blk\.38\.ffn_down_shexp\.weight$=q8_0
|
| 418 |
+
^blk\.38\.ffn_gate_exps\.weight$=q3_k
|
| 419 |
+
^blk\.38\.ffn_gate_shexp\.weight$=q8_0
|
| 420 |
+
^blk\.38\.ffn_up_exps\.weight$=q4_k
|
| 421 |
+
^blk\.38\.ffn_up_shexp\.weight$=q8_0
|
| 422 |
+
^blk\.38\.ssm_out\.weight$=q8_0
|
| 423 |
+
^blk\.39\.attn_k\.weight$=q8_0
|
| 424 |
+
^blk\.39\.attn_output\.weight$=q8_0
|
| 425 |
+
^blk\.39\.attn_q\.weight$=q8_0
|
| 426 |
+
^blk\.39\.attn_v\.weight$=q8_0
|
| 427 |
+
^blk\.39\.ffn_down_exps\.weight$=q5_k
|
| 428 |
+
^blk\.39\.ffn_down_shexp\.weight$=q8_0
|
| 429 |
+
^blk\.39\.ffn_gate_exps\.weight$=q5_k
|
| 430 |
+
^blk\.39\.ffn_gate_shexp\.weight$=q8_0
|
| 431 |
+
^blk\.39\.ffn_up_exps\.weight$=q5_k
|
| 432 |
+
^blk\.39\.ffn_up_shexp\.weight$=q8_0
|
layouts/InternScience_MLExpert-Q3_K_M.layout.json
ADDED
|
@@ -0,0 +1,228 @@
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
| 1 |
+
{
|
| 2 |
+
"model": "/media/m2teamgroup/models/MLExpert-GGUF/InternScience_MLExpert-bf16.gguf",
|
| 3 |
+
"imatrix": "/media/m2teamgroup/models/MLExpert-GGUF/InternScience_MLExpert-imatrix.gguf",
|
| 4 |
+
"ftype": "Q3_K_M",
|
| 5 |
+
"base_type": "q3_k",
|
| 6 |
+
"family": "k",
|
| 7 |
+
"recipe": "ident",
|
| 8 |
+
"variant": "shr0.70",
|
| 9 |
+
"auto_crush": false,
|
| 10 |
+
"rung_mode": "share",
|
| 11 |
+
"tier": "M",
|
| 12 |
+
"rung_share": 0.7,
|
| 13 |
+
"crush_pass_bytes": null,
|
| 14 |
+
"embd_shares": {
|
| 15 |
+
"output.weight": {
|
| 16 |
+
"share": 0.0257,
|
| 17 |
+
"type": "q8_0"
|
| 18 |
+
},
|
| 19 |
+
"token_embd.weight": {
|
| 20 |
+
"share": 0.0135,
|
| 21 |
+
"type": "q8_0"
|
| 22 |
+
}
|
| 23 |
+
},
|
| 24 |
+
"arch": "moe",
|
| 25 |
+
"tied": false,
|
| 26 |
+
"n_layer": 40,
|
| 27 |
+
"body_rule": true,
|
| 28 |
+
"pins": {
|
| 29 |
+
"^blk\\.0\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 30 |
+
"^blk\\.0\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 31 |
+
"^blk\\.1\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 32 |
+
"^blk\\.1\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 33 |
+
"^blk\\.2\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 34 |
+
"^blk\\.2\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 35 |
+
"^blk\\.4\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 36 |
+
"^blk\\.4\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 37 |
+
"^blk\\.5\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 38 |
+
"^blk\\.5\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 39 |
+
"^blk\\.6\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 40 |
+
"^blk\\.6\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 41 |
+
"^blk\\.8\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 42 |
+
"^blk\\.8\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 43 |
+
"^blk\\.9\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 44 |
+
"^blk\\.9\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 45 |
+
"^blk\\.10\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 46 |
+
"^blk\\.10\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 47 |
+
"^blk\\.12\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 48 |
+
"^blk\\.12\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 49 |
+
"^blk\\.13\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 50 |
+
"^blk\\.13\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 51 |
+
"^blk\\.14\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 52 |
+
"^blk\\.14\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 53 |
+
"^blk\\.16\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 54 |
+
"^blk\\.16\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 55 |
+
"^blk\\.17\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 56 |
+
"^blk\\.17\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 57 |
+
"^blk\\.18\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 58 |
+
"^blk\\.18\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 59 |
+
"^blk\\.20\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 60 |
+
"^blk\\.20\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 61 |
+
"^blk\\.21\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 62 |
+
"^blk\\.21\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 63 |
+
"^blk\\.22\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 64 |
+
"^blk\\.22\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 65 |
+
"^blk\\.24\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 66 |
+
"^blk\\.24\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 67 |
+
"^blk\\.25\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 68 |
+
"^blk\\.25\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 69 |
+
"^blk\\.26\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 70 |
+
"^blk\\.26\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 71 |
+
"^blk\\.28\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 72 |
+
"^blk\\.28\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 73 |
+
"^blk\\.29\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 74 |
+
"^blk\\.29\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 75 |
+
"^blk\\.30\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 76 |
+
"^blk\\.30\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 77 |
+
"^blk\\.32\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 78 |
+
"^blk\\.32\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 79 |
+
"^blk\\.33\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 80 |
+
"^blk\\.33\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 81 |
+
"^blk\\.34\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 82 |
+
"^blk\\.34\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 83 |
+
"^blk\\.36\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 84 |
+
"^blk\\.36\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 85 |
+
"^blk\\.37\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 86 |
+
"^blk\\.37\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 87 |
+
"^blk\\.38\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 88 |
+
"^blk\\.38\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32"
|
| 89 |
+
},
|
| 90 |
+
"shape_pins": {},
|
| 91 |
+
"fixed_pins": {
|
| 92 |
+
"blk.0.ssm_alpha.weight": "f32",
|
| 93 |
+
"blk.0.ssm_beta.weight": "f32",
|
| 94 |
+
"blk.1.ssm_alpha.weight": "f32",
|
| 95 |
+
"blk.1.ssm_beta.weight": "f32",
|
| 96 |
+
"blk.2.ssm_alpha.weight": "f32",
|
| 97 |
+
"blk.2.ssm_beta.weight": "f32",
|
| 98 |
+
"blk.4.ssm_alpha.weight": "f32",
|
| 99 |
+
"blk.4.ssm_beta.weight": "f32",
|
| 100 |
+
"blk.5.ssm_alpha.weight": "f32",
|
| 101 |
+
"blk.5.ssm_beta.weight": "f32",
|
| 102 |
+
"blk.6.ssm_alpha.weight": "f32",
|
| 103 |
+
"blk.6.ssm_beta.weight": "f32",
|
| 104 |
+
"blk.8.ssm_alpha.weight": "f32",
|
| 105 |
+
"blk.8.ssm_beta.weight": "f32",
|
| 106 |
+
"blk.9.ssm_alpha.weight": "f32",
|
| 107 |
+
"blk.9.ssm_beta.weight": "f32",
|
| 108 |
+
"blk.10.ssm_alpha.weight": "f32",
|
| 109 |
+
"blk.10.ssm_beta.weight": "f32",
|
| 110 |
+
"blk.12.ssm_alpha.weight": "f32",
|
| 111 |
+
"blk.12.ssm_beta.weight": "f32",
|
| 112 |
+
"blk.13.ssm_alpha.weight": "f32",
|
| 113 |
+
"blk.13.ssm_beta.weight": "f32",
|
| 114 |
+
"blk.14.ssm_alpha.weight": "f32",
|
| 115 |
+
"blk.14.ssm_beta.weight": "f32",
|
| 116 |
+
"blk.16.ssm_alpha.weight": "f32",
|
| 117 |
+
"blk.16.ssm_beta.weight": "f32",
|
| 118 |
+
"blk.17.ssm_alpha.weight": "f32",
|
| 119 |
+
"blk.17.ssm_beta.weight": "f32",
|
| 120 |
+
"blk.18.ssm_alpha.weight": "f32",
|
| 121 |
+
"blk.18.ssm_beta.weight": "f32",
|
| 122 |
+
"blk.20.ssm_alpha.weight": "f32",
|
| 123 |
+
"blk.20.ssm_beta.weight": "f32",
|
| 124 |
+
"blk.21.ssm_alpha.weight": "f32",
|
| 125 |
+
"blk.21.ssm_beta.weight": "f32",
|
| 126 |
+
"blk.22.ssm_alpha.weight": "f32",
|
| 127 |
+
"blk.22.ssm_beta.weight": "f32",
|
| 128 |
+
"blk.24.ssm_alpha.weight": "f32",
|
| 129 |
+
"blk.24.ssm_beta.weight": "f32",
|
| 130 |
+
"blk.25.ssm_alpha.weight": "f32",
|
| 131 |
+
"blk.25.ssm_beta.weight": "f32",
|
| 132 |
+
"blk.26.ssm_alpha.weight": "f32",
|
| 133 |
+
"blk.26.ssm_beta.weight": "f32",
|
| 134 |
+
"blk.28.ssm_alpha.weight": "f32",
|
| 135 |
+
"blk.28.ssm_beta.weight": "f32",
|
| 136 |
+
"blk.29.ssm_alpha.weight": "f32",
|
| 137 |
+
"blk.29.ssm_beta.weight": "f32",
|
| 138 |
+
"blk.30.ssm_alpha.weight": "f32",
|
| 139 |
+
"blk.30.ssm_beta.weight": "f32",
|
| 140 |
+
"blk.32.ssm_alpha.weight": "f32",
|
| 141 |
+
"blk.32.ssm_beta.weight": "f32",
|
| 142 |
+
"blk.33.ssm_alpha.weight": "f32",
|
| 143 |
+
"blk.33.ssm_beta.weight": "f32",
|
| 144 |
+
"blk.34.ssm_alpha.weight": "f32",
|
| 145 |
+
"blk.34.ssm_beta.weight": "f32",
|
| 146 |
+
"blk.36.ssm_alpha.weight": "f32",
|
| 147 |
+
"blk.36.ssm_beta.weight": "f32",
|
| 148 |
+
"blk.37.ssm_alpha.weight": "f32",
|
| 149 |
+
"blk.37.ssm_beta.weight": "f32",
|
| 150 |
+
"blk.38.ssm_alpha.weight": "f32",
|
| 151 |
+
"blk.38.ssm_beta.weight": "f32"
|
| 152 |
+
},
|
| 153 |
+
"embeddings": {
|
| 154 |
+
"output.weight": "q8_0",
|
| 155 |
+
"token_embd.weight": "q8_0"
|
| 156 |
+
},
|
| 157 |
+
"bytes": {
|
| 158 |
+
"heuristic_body+embd": 16110977024,
|
| 159 |
+
"map_body+embd": 17228759040,
|
| 160 |
+
"ratio": 1.0694,
|
| 161 |
+
"note": "quantizable, unpinned tensors only; pinned/unquantized tensors are identical in both"
|
| 162 |
+
},
|
| 163 |
+
"body_base_share": 0.7,
|
| 164 |
+
"body_bpw": 3.843,
|
| 165 |
+
"body_bpw_heuristic": 3.683,
|
| 166 |
+
"total_params": 34660610688,
|
| 167 |
+
"file_bytes_pred": 17333340672,
|
| 168 |
+
"file_bpw_pred": 4.001,
|
| 169 |
+
"histogram": {
|
| 170 |
+
"attn_gate": {
|
| 171 |
+
"q8_0": 16,
|
| 172 |
+
"q6_k": 14
|
| 173 |
+
},
|
| 174 |
+
"attn_k": {
|
| 175 |
+
"q8_0": 10
|
| 176 |
+
},
|
| 177 |
+
"attn_output": {
|
| 178 |
+
"q8_0": 10
|
| 179 |
+
},
|
| 180 |
+
"attn_q": {
|
| 181 |
+
"q6_k": 7,
|
| 182 |
+
"q8_0": 3
|
| 183 |
+
},
|
| 184 |
+
"attn_qkv": {
|
| 185 |
+
"q6_k": 20,
|
| 186 |
+
"q8_0": 10
|
| 187 |
+
},
|
| 188 |
+
"attn_v": {
|
| 189 |
+
"q8_0": 10
|
| 190 |
+
},
|
| 191 |
+
"ffn_down_exps": {
|
| 192 |
+
"q3_k": 30,
|
| 193 |
+
"q4_k": 8,
|
| 194 |
+
"q5_k": 2
|
| 195 |
+
},
|
| 196 |
+
"ffn_down_shexp": {
|
| 197 |
+
"q8_0": 40
|
| 198 |
+
},
|
| 199 |
+
"ffn_gate_exps": {
|
| 200 |
+
"q3_k": 39,
|
| 201 |
+
"q5_k": 1
|
| 202 |
+
},
|
| 203 |
+
"ffn_gate_shexp": {
|
| 204 |
+
"q8_0": 40
|
| 205 |
+
},
|
| 206 |
+
"ffn_up_exps": {
|
| 207 |
+
"q3_k": 29,
|
| 208 |
+
"q4_k": 9,
|
| 209 |
+
"q5_k": 2
|
| 210 |
+
},
|
| 211 |
+
"ffn_up_shexp": {
|
| 212 |
+
"q8_0": 40
|
| 213 |
+
},
|
| 214 |
+
"ssm_out": {
|
| 215 |
+
"q8_0": 30
|
| 216 |
+
}
|
| 217 |
+
},
|
| 218 |
+
"prior": "layout/prior.json",
|
| 219 |
+
"pin_rule": "floor",
|
| 220 |
+
"embd_cap": "heur",
|
| 221 |
+
"generator": "auto_quant_v2.layout",
|
| 222 |
+
"generator_key": "3bf8b43e20a68f0b",
|
| 223 |
+
"quant_type": "Q3_K_M",
|
| 224 |
+
"quantize_ftype": "Q3_K_M",
|
| 225 |
+
"llama_cpp_version": "b11716",
|
| 226 |
+
"unknown_kinds": {},
|
| 227 |
+
"commit": "0933d56cdc75d35ccd1973a9eebfe2cafbd935d5"
|
| 228 |
+
}
|
layouts/InternScience_MLExpert-Q3_K_M.tensor-types.txt
ADDED
|
@@ -0,0 +1,432 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
^blk\.0\.ssm_alpha\.weight$=f32
|
| 2 |
+
^blk\.0\.ssm_beta\.weight$=f32
|
| 3 |
+
^blk\.1\.ssm_alpha\.weight$=f32
|
| 4 |
+
^blk\.1\.ssm_beta\.weight$=f32
|
| 5 |
+
^blk\.2\.ssm_alpha\.weight$=f32
|
| 6 |
+
^blk\.2\.ssm_beta\.weight$=f32
|
| 7 |
+
^blk\.4\.ssm_alpha\.weight$=f32
|
| 8 |
+
^blk\.4\.ssm_beta\.weight$=f32
|
| 9 |
+
^blk\.5\.ssm_alpha\.weight$=f32
|
| 10 |
+
^blk\.5\.ssm_beta\.weight$=f32
|
| 11 |
+
^blk\.6\.ssm_alpha\.weight$=f32
|
| 12 |
+
^blk\.6\.ssm_beta\.weight$=f32
|
| 13 |
+
^blk\.8\.ssm_alpha\.weight$=f32
|
| 14 |
+
^blk\.8\.ssm_beta\.weight$=f32
|
| 15 |
+
^blk\.9\.ssm_alpha\.weight$=f32
|
| 16 |
+
^blk\.9\.ssm_beta\.weight$=f32
|
| 17 |
+
^blk\.10\.ssm_alpha\.weight$=f32
|
| 18 |
+
^blk\.10\.ssm_beta\.weight$=f32
|
| 19 |
+
^blk\.12\.ssm_alpha\.weight$=f32
|
| 20 |
+
^blk\.12\.ssm_beta\.weight$=f32
|
| 21 |
+
^blk\.13\.ssm_alpha\.weight$=f32
|
| 22 |
+
^blk\.13\.ssm_beta\.weight$=f32
|
| 23 |
+
^blk\.14\.ssm_alpha\.weight$=f32
|
| 24 |
+
^blk\.14\.ssm_beta\.weight$=f32
|
| 25 |
+
^blk\.16\.ssm_alpha\.weight$=f32
|
| 26 |
+
^blk\.16\.ssm_beta\.weight$=f32
|
| 27 |
+
^blk\.17\.ssm_alpha\.weight$=f32
|
| 28 |
+
^blk\.17\.ssm_beta\.weight$=f32
|
| 29 |
+
^blk\.18\.ssm_alpha\.weight$=f32
|
| 30 |
+
^blk\.18\.ssm_beta\.weight$=f32
|
| 31 |
+
^blk\.20\.ssm_alpha\.weight$=f32
|
| 32 |
+
^blk\.20\.ssm_beta\.weight$=f32
|
| 33 |
+
^blk\.21\.ssm_alpha\.weight$=f32
|
| 34 |
+
^blk\.21\.ssm_beta\.weight$=f32
|
| 35 |
+
^blk\.22\.ssm_alpha\.weight$=f32
|
| 36 |
+
^blk\.22\.ssm_beta\.weight$=f32
|
| 37 |
+
^blk\.24\.ssm_alpha\.weight$=f32
|
| 38 |
+
^blk\.24\.ssm_beta\.weight$=f32
|
| 39 |
+
^blk\.25\.ssm_alpha\.weight$=f32
|
| 40 |
+
^blk\.25\.ssm_beta\.weight$=f32
|
| 41 |
+
^blk\.26\.ssm_alpha\.weight$=f32
|
| 42 |
+
^blk\.26\.ssm_beta\.weight$=f32
|
| 43 |
+
^blk\.28\.ssm_alpha\.weight$=f32
|
| 44 |
+
^blk\.28\.ssm_beta\.weight$=f32
|
| 45 |
+
^blk\.29\.ssm_alpha\.weight$=f32
|
| 46 |
+
^blk\.29\.ssm_beta\.weight$=f32
|
| 47 |
+
^blk\.30\.ssm_alpha\.weight$=f32
|
| 48 |
+
^blk\.30\.ssm_beta\.weight$=f32
|
| 49 |
+
^blk\.32\.ssm_alpha\.weight$=f32
|
| 50 |
+
^blk\.32\.ssm_beta\.weight$=f32
|
| 51 |
+
^blk\.33\.ssm_alpha\.weight$=f32
|
| 52 |
+
^blk\.33\.ssm_beta\.weight$=f32
|
| 53 |
+
^blk\.34\.ssm_alpha\.weight$=f32
|
| 54 |
+
^blk\.34\.ssm_beta\.weight$=f32
|
| 55 |
+
^blk\.36\.ssm_alpha\.weight$=f32
|
| 56 |
+
^blk\.36\.ssm_beta\.weight$=f32
|
| 57 |
+
^blk\.37\.ssm_alpha\.weight$=f32
|
| 58 |
+
^blk\.37\.ssm_beta\.weight$=f32
|
| 59 |
+
^blk\.38\.ssm_alpha\.weight$=f32
|
| 60 |
+
^blk\.38\.ssm_beta\.weight$=f32
|
| 61 |
+
^output\.weight$=q8_0
|
| 62 |
+
^token_embd\.weight$=q8_0
|
| 63 |
+
^blk\.0\.attn_gate\.weight$=q8_0
|
| 64 |
+
^blk\.0\.attn_qkv\.weight$=q8_0
|
| 65 |
+
^blk\.0\.ffn_down_exps\.weight$=q5_k
|
| 66 |
+
^blk\.0\.ffn_down_shexp\.weight$=q8_0
|
| 67 |
+
^blk\.0\.ffn_gate_exps\.weight$=q3_k
|
| 68 |
+
^blk\.0\.ffn_gate_shexp\.weight$=q8_0
|
| 69 |
+
^blk\.0\.ffn_up_exps\.weight$=q4_k
|
| 70 |
+
^blk\.0\.ffn_up_shexp\.weight$=q8_0
|
| 71 |
+
^blk\.0\.ssm_out\.weight$=q8_0
|
| 72 |
+
^blk\.1\.attn_gate\.weight$=q8_0
|
| 73 |
+
^blk\.1\.attn_qkv\.weight$=q8_0
|
| 74 |
+
^blk\.1\.ffn_down_exps\.weight$=q4_k
|
| 75 |
+
^blk\.1\.ffn_down_shexp\.weight$=q8_0
|
| 76 |
+
^blk\.1\.ffn_gate_exps\.weight$=q3_k
|
| 77 |
+
^blk\.1\.ffn_gate_shexp\.weight$=q8_0
|
| 78 |
+
^blk\.1\.ffn_up_exps\.weight$=q4_k
|
| 79 |
+
^blk\.1\.ffn_up_shexp\.weight$=q8_0
|
| 80 |
+
^blk\.1\.ssm_out\.weight$=q8_0
|
| 81 |
+
^blk\.2\.attn_gate\.weight$=q8_0
|
| 82 |
+
^blk\.2\.attn_qkv\.weight$=q8_0
|
| 83 |
+
^blk\.2\.ffn_down_exps\.weight$=q4_k
|
| 84 |
+
^blk\.2\.ffn_down_shexp\.weight$=q8_0
|
| 85 |
+
^blk\.2\.ffn_gate_exps\.weight$=q3_k
|
| 86 |
+
^blk\.2\.ffn_gate_shexp\.weight$=q8_0
|
| 87 |
+
^blk\.2\.ffn_up_exps\.weight$=q4_k
|
| 88 |
+
^blk\.2\.ffn_up_shexp\.weight$=q8_0
|
| 89 |
+
^blk\.2\.ssm_out\.weight$=q8_0
|
| 90 |
+
^blk\.3\.attn_k\.weight$=q8_0
|
| 91 |
+
^blk\.3\.attn_output\.weight$=q8_0
|
| 92 |
+
^blk\.3\.attn_q\.weight$=q6_k
|
| 93 |
+
^blk\.3\.attn_v\.weight$=q8_0
|
| 94 |
+
^blk\.3\.ffn_down_exps\.weight$=q4_k
|
| 95 |
+
^blk\.3\.ffn_down_shexp\.weight$=q8_0
|
| 96 |
+
^blk\.3\.ffn_gate_exps\.weight$=q3_k
|
| 97 |
+
^blk\.3\.ffn_gate_shexp\.weight$=q8_0
|
| 98 |
+
^blk\.3\.ffn_up_exps\.weight$=q5_k
|
| 99 |
+
^blk\.3\.ffn_up_shexp\.weight$=q8_0
|
| 100 |
+
^blk\.4\.attn_gate\.weight$=q8_0
|
| 101 |
+
^blk\.4\.attn_qkv\.weight$=q8_0
|
| 102 |
+
^blk\.4\.ffn_down_exps\.weight$=q4_k
|
| 103 |
+
^blk\.4\.ffn_down_shexp\.weight$=q8_0
|
| 104 |
+
^blk\.4\.ffn_gate_exps\.weight$=q3_k
|
| 105 |
+
^blk\.4\.ffn_gate_shexp\.weight$=q8_0
|
| 106 |
+
^blk\.4\.ffn_up_exps\.weight$=q4_k
|
| 107 |
+
^blk\.4\.ffn_up_shexp\.weight$=q8_0
|
| 108 |
+
^blk\.4\.ssm_out\.weight$=q8_0
|
| 109 |
+
^blk\.5\.attn_gate\.weight$=q8_0
|
| 110 |
+
^blk\.5\.attn_qkv\.weight$=q8_0
|
| 111 |
+
^blk\.5\.ffn_down_exps\.weight$=q4_k
|
| 112 |
+
^blk\.5\.ffn_down_shexp\.weight$=q8_0
|
| 113 |
+
^blk\.5\.ffn_gate_exps\.weight$=q3_k
|
| 114 |
+
^blk\.5\.ffn_gate_shexp\.weight$=q8_0
|
| 115 |
+
^blk\.5\.ffn_up_exps\.weight$=q4_k
|
| 116 |
+
^blk\.5\.ffn_up_shexp\.weight$=q8_0
|
| 117 |
+
^blk\.5\.ssm_out\.weight$=q8_0
|
| 118 |
+
^blk\.6\.attn_gate\.weight$=q8_0
|
| 119 |
+
^blk\.6\.attn_qkv\.weight$=q8_0
|
| 120 |
+
^blk\.6\.ffn_down_exps\.weight$=q3_k
|
| 121 |
+
^blk\.6\.ffn_down_shexp\.weight$=q8_0
|
| 122 |
+
^blk\.6\.ffn_gate_exps\.weight$=q3_k
|
| 123 |
+
^blk\.6\.ffn_gate_shexp\.weight$=q8_0
|
| 124 |
+
^blk\.6\.ffn_up_exps\.weight$=q4_k
|
| 125 |
+
^blk\.6\.ffn_up_shexp\.weight$=q8_0
|
| 126 |
+
^blk\.6\.ssm_out\.weight$=q8_0
|
| 127 |
+
^blk\.7\.attn_k\.weight$=q8_0
|
| 128 |
+
^blk\.7\.attn_output\.weight$=q8_0
|
| 129 |
+
^blk\.7\.attn_q\.weight$=q6_k
|
| 130 |
+
^blk\.7\.attn_v\.weight$=q8_0
|
| 131 |
+
^blk\.7\.ffn_down_exps\.weight$=q4_k
|
| 132 |
+
^blk\.7\.ffn_down_shexp\.weight$=q8_0
|
| 133 |
+
^blk\.7\.ffn_gate_exps\.weight$=q3_k
|
| 134 |
+
^blk\.7\.ffn_gate_shexp\.weight$=q8_0
|
| 135 |
+
^blk\.7\.ffn_up_exps\.weight$=q4_k
|
| 136 |
+
^blk\.7\.ffn_up_shexp\.weight$=q8_0
|
| 137 |
+
^blk\.8\.attn_gate\.weight$=q8_0
|
| 138 |
+
^blk\.8\.attn_qkv\.weight$=q8_0
|
| 139 |
+
^blk\.8\.ffn_down_exps\.weight$=q3_k
|
| 140 |
+
^blk\.8\.ffn_down_shexp\.weight$=q8_0
|
| 141 |
+
^blk\.8\.ffn_gate_exps\.weight$=q3_k
|
| 142 |
+
^blk\.8\.ffn_gate_shexp\.weight$=q8_0
|
| 143 |
+
^blk\.8\.ffn_up_exps\.weight$=q4_k
|
| 144 |
+
^blk\.8\.ffn_up_shexp\.weight$=q8_0
|
| 145 |
+
^blk\.8\.ssm_out\.weight$=q8_0
|
| 146 |
+
^blk\.9\.attn_gate\.weight$=q8_0
|
| 147 |
+
^blk\.9\.attn_qkv\.weight$=q8_0
|
| 148 |
+
^blk\.9\.ffn_down_exps\.weight$=q3_k
|
| 149 |
+
^blk\.9\.ffn_down_shexp\.weight$=q8_0
|
| 150 |
+
^blk\.9\.ffn_gate_exps\.weight$=q3_k
|
| 151 |
+
^blk\.9\.ffn_gate_shexp\.weight$=q8_0
|
| 152 |
+
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|
| 153 |
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^blk\.9\.ffn_up_shexp\.weight$=q8_0
|
| 154 |
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^blk\.9\.ssm_out\.weight$=q8_0
|
| 155 |
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^blk\.10\.attn_gate\.weight$=q8_0
|
| 156 |
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^blk\.10\.attn_qkv\.weight$=q8_0
|
| 157 |
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|
| 158 |
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^blk\.10\.ffn_down_shexp\.weight$=q8_0
|
| 159 |
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|
| 160 |
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^blk\.10\.ffn_gate_shexp\.weight$=q8_0
|
| 161 |
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|
| 162 |
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|
| 163 |
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|
| 164 |
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|
| 165 |
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|
| 166 |
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|
| 167 |
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|
| 168 |
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|
| 169 |
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^blk\.11\.ffn_down_shexp\.weight$=q8_0
|
| 170 |
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^blk\.11\.ffn_gate_exps\.weight$=q3_k
|
| 171 |
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^blk\.11\.ffn_gate_shexp\.weight$=q8_0
|
| 172 |
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|
| 173 |
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^blk\.11\.ffn_up_shexp\.weight$=q8_0
|
| 174 |
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^blk\.12\.attn_gate\.weight$=q6_k
|
| 175 |
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|
| 176 |
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|
| 177 |
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^blk\.12\.ffn_down_shexp\.weight$=q8_0
|
| 178 |
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|
| 179 |
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^blk\.12\.ffn_gate_shexp\.weight$=q8_0
|
| 180 |
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|
| 181 |
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^blk\.12\.ffn_up_shexp\.weight$=q8_0
|
| 182 |
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|
| 183 |
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|
| 184 |
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^blk\.13\.attn_qkv\.weight$=q6_k
|
| 185 |
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|
| 186 |
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|
| 187 |
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|
| 188 |
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|
| 189 |
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|
| 190 |
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|
| 191 |
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|
| 192 |
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|
| 193 |
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^blk\.14\.attn_qkv\.weight$=q6_k
|
| 194 |
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|
| 195 |
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|
| 196 |
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|
| 197 |
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|
| 198 |
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|
| 199 |
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|
| 200 |
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|
| 201 |
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|
| 202 |
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|
| 203 |
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|
| 204 |
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|
| 205 |
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|
| 206 |
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|
| 207 |
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|
| 208 |
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|
| 209 |
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|
| 210 |
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|
| 211 |
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|
| 212 |
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|
| 213 |
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|
| 214 |
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|
| 215 |
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|
| 216 |
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|
| 217 |
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|
| 218 |
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|
| 219 |
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|
| 220 |
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|
| 221 |
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|
| 222 |
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|
| 223 |
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|
| 224 |
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|
| 225 |
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|
| 226 |
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|
| 227 |
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|
| 228 |
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|
| 229 |
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|
| 230 |
+
^blk\.18\.attn_qkv\.weight$=q6_k
|
| 231 |
+
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|
| 232 |
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|
| 233 |
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|
| 234 |
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|
| 235 |
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|
| 236 |
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|
| 237 |
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|
| 238 |
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|
| 239 |
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|
| 240 |
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|
| 241 |
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|
| 242 |
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|
| 243 |
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|
| 244 |
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|
| 245 |
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|
| 246 |
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|
| 247 |
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|
| 248 |
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|
| 249 |
+
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|
| 250 |
+
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|
| 251 |
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|
| 252 |
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|
| 253 |
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|
| 254 |
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|
| 255 |
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|
| 256 |
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|
| 257 |
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|
| 258 |
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|
| 259 |
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|
| 260 |
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|
| 261 |
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|
| 262 |
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|
| 263 |
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|
| 264 |
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|
| 265 |
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|
| 266 |
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|
| 267 |
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|
| 268 |
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|
| 269 |
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|
| 270 |
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|
| 271 |
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|
| 272 |
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|
| 273 |
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|
| 274 |
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|
| 275 |
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|
| 276 |
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|
| 277 |
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|
| 278 |
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|
| 279 |
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|
| 280 |
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|
| 281 |
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|
| 282 |
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|
| 283 |
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|
| 284 |
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|
| 285 |
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|
| 286 |
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|
| 287 |
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|
| 288 |
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|
| 289 |
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|
| 290 |
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|
| 291 |
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|
| 292 |
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|
| 293 |
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|
| 294 |
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|
| 295 |
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|
| 296 |
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|
| 297 |
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|
| 298 |
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|
| 299 |
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|
| 300 |
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|
| 301 |
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|
| 302 |
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|
| 303 |
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|
| 304 |
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|
| 305 |
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|
| 306 |
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|
| 307 |
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|
| 308 |
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|
| 309 |
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|
| 310 |
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|
| 311 |
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|
| 312 |
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|
| 313 |
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|
| 314 |
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|
| 315 |
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|
| 316 |
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|
| 317 |
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|
| 318 |
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|
| 319 |
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|
| 320 |
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|
| 321 |
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|
| 322 |
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|
| 323 |
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|
| 324 |
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|
| 325 |
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|
| 326 |
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|
| 327 |
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|
| 328 |
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|
| 329 |
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|
| 330 |
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|
| 331 |
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|
| 332 |
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|
| 333 |
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|
| 334 |
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|
| 335 |
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|
| 336 |
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|
| 337 |
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|
| 338 |
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|
| 339 |
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|
| 340 |
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|
| 341 |
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|
| 342 |
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|
| 343 |
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|
| 344 |
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|
| 345 |
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|
| 346 |
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|
| 347 |
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|
| 348 |
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|
| 349 |
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|
| 350 |
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|
| 351 |
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|
| 352 |
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|
| 353 |
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|
| 354 |
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|
| 355 |
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|
| 356 |
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|
| 357 |
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|
| 358 |
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|
| 359 |
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|
| 360 |
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|
| 361 |
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|
| 362 |
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|
| 363 |
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|
| 364 |
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|
| 365 |
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|
| 366 |
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|
| 367 |
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|
| 368 |
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|
| 369 |
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|
| 370 |
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|
| 371 |
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|
| 372 |
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|
| 373 |
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|
| 374 |
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|
| 375 |
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|
| 376 |
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|
| 377 |
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|
| 378 |
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|
| 379 |
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|
| 380 |
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|
| 381 |
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|
| 382 |
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|
| 383 |
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|
| 384 |
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|
| 385 |
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|
| 386 |
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|
| 387 |
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|
| 388 |
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|
| 389 |
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|
| 390 |
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|
| 391 |
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|
| 392 |
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|
| 393 |
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|
| 394 |
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|
| 395 |
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|
| 396 |
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|
| 397 |
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|
| 398 |
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|
| 399 |
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|
| 400 |
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|
| 401 |
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|
| 402 |
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|
| 403 |
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|
| 404 |
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|
| 405 |
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|
| 406 |
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^blk\.37\.attn_qkv\.weight$=q6_k
|
| 407 |
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|
| 408 |
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|
| 409 |
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|
| 410 |
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|
| 411 |
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|
| 412 |
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|
| 413 |
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|
| 414 |
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|
| 415 |
+
^blk\.38\.attn_qkv\.weight$=q6_k
|
| 416 |
+
^blk\.38\.ffn_down_exps\.weight$=q3_k
|
| 417 |
+
^blk\.38\.ffn_down_shexp\.weight$=q8_0
|
| 418 |
+
^blk\.38\.ffn_gate_exps\.weight$=q3_k
|
| 419 |
+
^blk\.38\.ffn_gate_shexp\.weight$=q8_0
|
| 420 |
+
^blk\.38\.ffn_up_exps\.weight$=q3_k
|
| 421 |
+
^blk\.38\.ffn_up_shexp\.weight$=q8_0
|
| 422 |
+
^blk\.38\.ssm_out\.weight$=q8_0
|
| 423 |
+
^blk\.39\.attn_k\.weight$=q8_0
|
| 424 |
+
^blk\.39\.attn_output\.weight$=q8_0
|
| 425 |
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^blk\.39\.attn_q\.weight$=q8_0
|
| 426 |
+
^blk\.39\.attn_v\.weight$=q8_0
|
| 427 |
+
^blk\.39\.ffn_down_exps\.weight$=q5_k
|
| 428 |
+
^blk\.39\.ffn_down_shexp\.weight$=q8_0
|
| 429 |
+
^blk\.39\.ffn_gate_exps\.weight$=q5_k
|
| 430 |
+
^blk\.39\.ffn_gate_shexp\.weight$=q8_0
|
| 431 |
+
^blk\.39\.ffn_up_exps\.weight$=q5_k
|
| 432 |
+
^blk\.39\.ffn_up_shexp\.weight$=q8_0
|
layouts/InternScience_MLExpert-Q3_K_S.layout.json
ADDED
|
@@ -0,0 +1,228 @@
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|
| 1 |
+
{
|
| 2 |
+
"model": "/media/m2teamgroup/models/MLExpert-GGUF/InternScience_MLExpert-bf16.gguf",
|
| 3 |
+
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|
| 4 |
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|
| 5 |
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|
| 6 |
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| 7 |
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| 8 |
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|
| 9 |
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|
| 10 |
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"rung_mode": "share",
|
| 11 |
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"tier": "S",
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| 12 |
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| 13 |
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| 14 |
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| 15 |
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| 16 |
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|
| 17 |
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"type": "q8_0"
|
| 18 |
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| 19 |
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| 20 |
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| 21 |
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"type": "q8_0"
|
| 22 |
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}
|
| 23 |
+
},
|
| 24 |
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"arch": "moe",
|
| 25 |
+
"tied": false,
|
| 26 |
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"n_layer": 40,
|
| 27 |
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"body_rule": true,
|
| 28 |
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"pins": {
|
| 29 |
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"^blk\\.0\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 30 |
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|
| 31 |
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|
| 32 |
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|
| 33 |
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|
| 34 |
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|
| 35 |
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|
| 36 |
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|
| 37 |
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|
| 38 |
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| 39 |
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| 40 |
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| 41 |
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| 42 |
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| 43 |
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| 46 |
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| 47 |
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| 48 |
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| 50 |
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| 57 |
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| 58 |
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| 59 |
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| 60 |
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| 61 |
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| 62 |
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| 63 |
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| 64 |
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| 65 |
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| 66 |
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| 67 |
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| 71 |
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| 72 |
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| 73 |
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| 74 |
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| 75 |
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| 76 |
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| 77 |
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| 80 |
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| 88 |
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|
| 89 |
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},
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| 90 |
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|
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|
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|
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|
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"note": "quantizable, unpinned tensors only; pinned/unquantized tensors are identical in both"
|
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},
|
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|
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|
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| 176 |
+
"q8_0": 10
|
| 177 |
+
},
|
| 178 |
+
"attn_output": {
|
| 179 |
+
"q8_0": 10
|
| 180 |
+
},
|
| 181 |
+
"attn_q": {
|
| 182 |
+
"q5_k": 7,
|
| 183 |
+
"q6_k": 3
|
| 184 |
+
},
|
| 185 |
+
"attn_qkv": {
|
| 186 |
+
"q5_k": 22,
|
| 187 |
+
"q6_k": 7,
|
| 188 |
+
"q8_0": 1
|
| 189 |
+
},
|
| 190 |
+
"attn_v": {
|
| 191 |
+
"q8_0": 10
|
| 192 |
+
},
|
| 193 |
+
"ffn_down_exps": {
|
| 194 |
+
"q3_k": 39,
|
| 195 |
+
"q5_k": 1
|
| 196 |
+
},
|
| 197 |
+
"ffn_down_shexp": {
|
| 198 |
+
"q8_0": 40
|
| 199 |
+
},
|
| 200 |
+
"ffn_gate_exps": {
|
| 201 |
+
"q3_k": 40
|
| 202 |
+
},
|
| 203 |
+
"ffn_gate_shexp": {
|
| 204 |
+
"q8_0": 40
|
| 205 |
+
},
|
| 206 |
+
"ffn_up_exps": {
|
| 207 |
+
"q3_k": 39,
|
| 208 |
+
"q5_k": 1
|
| 209 |
+
},
|
| 210 |
+
"ffn_up_shexp": {
|
| 211 |
+
"q8_0": 40
|
| 212 |
+
},
|
| 213 |
+
"ssm_out": {
|
| 214 |
+
"q6_k": 22,
|
| 215 |
+
"q8_0": 8
|
| 216 |
+
}
|
| 217 |
+
},
|
| 218 |
+
"prior": "layout/prior.json",
|
| 219 |
+
"pin_rule": "floor",
|
| 220 |
+
"embd_cap": "heur",
|
| 221 |
+
"generator": "auto_quant_v2.layout",
|
| 222 |
+
"generator_key": "3bf8b43e20a68f0b",
|
| 223 |
+
"quant_type": "Q3_K_S",
|
| 224 |
+
"quantize_ftype": "Q3_K_S",
|
| 225 |
+
"llama_cpp_version": "b11716",
|
| 226 |
+
"unknown_kinds": {},
|
| 227 |
+
"commit": "0933d56cdc75d35ccd1973a9eebfe2cafbd935d5"
|
| 228 |
+
}
|
layouts/InternScience_MLExpert-Q3_K_S.tensor-types.txt
ADDED
|
@@ -0,0 +1,432 @@
|
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|
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|
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|
|
|
|
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|
|
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|
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|
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|
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|
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|
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|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
^blk\.0\.ssm_alpha\.weight$=f32
|
| 2 |
+
^blk\.0\.ssm_beta\.weight$=f32
|
| 3 |
+
^blk\.1\.ssm_alpha\.weight$=f32
|
| 4 |
+
^blk\.1\.ssm_beta\.weight$=f32
|
| 5 |
+
^blk\.2\.ssm_alpha\.weight$=f32
|
| 6 |
+
^blk\.2\.ssm_beta\.weight$=f32
|
| 7 |
+
^blk\.4\.ssm_alpha\.weight$=f32
|
| 8 |
+
^blk\.4\.ssm_beta\.weight$=f32
|
| 9 |
+
^blk\.5\.ssm_alpha\.weight$=f32
|
| 10 |
+
^blk\.5\.ssm_beta\.weight$=f32
|
| 11 |
+
^blk\.6\.ssm_alpha\.weight$=f32
|
| 12 |
+
^blk\.6\.ssm_beta\.weight$=f32
|
| 13 |
+
^blk\.8\.ssm_alpha\.weight$=f32
|
| 14 |
+
^blk\.8\.ssm_beta\.weight$=f32
|
| 15 |
+
^blk\.9\.ssm_alpha\.weight$=f32
|
| 16 |
+
^blk\.9\.ssm_beta\.weight$=f32
|
| 17 |
+
^blk\.10\.ssm_alpha\.weight$=f32
|
| 18 |
+
^blk\.10\.ssm_beta\.weight$=f32
|
| 19 |
+
^blk\.12\.ssm_alpha\.weight$=f32
|
| 20 |
+
^blk\.12\.ssm_beta\.weight$=f32
|
| 21 |
+
^blk\.13\.ssm_alpha\.weight$=f32
|
| 22 |
+
^blk\.13\.ssm_beta\.weight$=f32
|
| 23 |
+
^blk\.14\.ssm_alpha\.weight$=f32
|
| 24 |
+
^blk\.14\.ssm_beta\.weight$=f32
|
| 25 |
+
^blk\.16\.ssm_alpha\.weight$=f32
|
| 26 |
+
^blk\.16\.ssm_beta\.weight$=f32
|
| 27 |
+
^blk\.17\.ssm_alpha\.weight$=f32
|
| 28 |
+
^blk\.17\.ssm_beta\.weight$=f32
|
| 29 |
+
^blk\.18\.ssm_alpha\.weight$=f32
|
| 30 |
+
^blk\.18\.ssm_beta\.weight$=f32
|
| 31 |
+
^blk\.20\.ssm_alpha\.weight$=f32
|
| 32 |
+
^blk\.20\.ssm_beta\.weight$=f32
|
| 33 |
+
^blk\.21\.ssm_alpha\.weight$=f32
|
| 34 |
+
^blk\.21\.ssm_beta\.weight$=f32
|
| 35 |
+
^blk\.22\.ssm_alpha\.weight$=f32
|
| 36 |
+
^blk\.22\.ssm_beta\.weight$=f32
|
| 37 |
+
^blk\.24\.ssm_alpha\.weight$=f32
|
| 38 |
+
^blk\.24\.ssm_beta\.weight$=f32
|
| 39 |
+
^blk\.25\.ssm_alpha\.weight$=f32
|
| 40 |
+
^blk\.25\.ssm_beta\.weight$=f32
|
| 41 |
+
^blk\.26\.ssm_alpha\.weight$=f32
|
| 42 |
+
^blk\.26\.ssm_beta\.weight$=f32
|
| 43 |
+
^blk\.28\.ssm_alpha\.weight$=f32
|
| 44 |
+
^blk\.28\.ssm_beta\.weight$=f32
|
| 45 |
+
^blk\.29\.ssm_alpha\.weight$=f32
|
| 46 |
+
^blk\.29\.ssm_beta\.weight$=f32
|
| 47 |
+
^blk\.30\.ssm_alpha\.weight$=f32
|
| 48 |
+
^blk\.30\.ssm_beta\.weight$=f32
|
| 49 |
+
^blk\.32\.ssm_alpha\.weight$=f32
|
| 50 |
+
^blk\.32\.ssm_beta\.weight$=f32
|
| 51 |
+
^blk\.33\.ssm_alpha\.weight$=f32
|
| 52 |
+
^blk\.33\.ssm_beta\.weight$=f32
|
| 53 |
+
^blk\.34\.ssm_alpha\.weight$=f32
|
| 54 |
+
^blk\.34\.ssm_beta\.weight$=f32
|
| 55 |
+
^blk\.36\.ssm_alpha\.weight$=f32
|
| 56 |
+
^blk\.36\.ssm_beta\.weight$=f32
|
| 57 |
+
^blk\.37\.ssm_alpha\.weight$=f32
|
| 58 |
+
^blk\.37\.ssm_beta\.weight$=f32
|
| 59 |
+
^blk\.38\.ssm_alpha\.weight$=f32
|
| 60 |
+
^blk\.38\.ssm_beta\.weight$=f32
|
| 61 |
+
^output\.weight$=q8_0
|
| 62 |
+
^token_embd\.weight$=q8_0
|
| 63 |
+
^blk\.0\.attn_gate\.weight$=q8_0
|
| 64 |
+
^blk\.0\.attn_qkv\.weight$=q8_0
|
| 65 |
+
^blk\.0\.ffn_down_exps\.weight$=q3_k
|
| 66 |
+
^blk\.0\.ffn_down_shexp\.weight$=q8_0
|
| 67 |
+
^blk\.0\.ffn_gate_exps\.weight$=q3_k
|
| 68 |
+
^blk\.0\.ffn_gate_shexp\.weight$=q8_0
|
| 69 |
+
^blk\.0\.ffn_up_exps\.weight$=q3_k
|
| 70 |
+
^blk\.0\.ffn_up_shexp\.weight$=q8_0
|
| 71 |
+
^blk\.0\.ssm_out\.weight$=q8_0
|
| 72 |
+
^blk\.1\.attn_gate\.weight$=q6_k
|
| 73 |
+
^blk\.1\.attn_qkv\.weight$=q6_k
|
| 74 |
+
^blk\.1\.ffn_down_exps\.weight$=q3_k
|
| 75 |
+
^blk\.1\.ffn_down_shexp\.weight$=q8_0
|
| 76 |
+
^blk\.1\.ffn_gate_exps\.weight$=q3_k
|
| 77 |
+
^blk\.1\.ffn_gate_shexp\.weight$=q8_0
|
| 78 |
+
^blk\.1\.ffn_up_exps\.weight$=q3_k
|
| 79 |
+
^blk\.1\.ffn_up_shexp\.weight$=q8_0
|
| 80 |
+
^blk\.1\.ssm_out\.weight$=q8_0
|
| 81 |
+
^blk\.2\.attn_gate\.weight$=q6_k
|
| 82 |
+
^blk\.2\.attn_qkv\.weight$=q6_k
|
| 83 |
+
^blk\.2\.ffn_down_exps\.weight$=q3_k
|
| 84 |
+
^blk\.2\.ffn_down_shexp\.weight$=q8_0
|
| 85 |
+
^blk\.2\.ffn_gate_exps\.weight$=q3_k
|
| 86 |
+
^blk\.2\.ffn_gate_shexp\.weight$=q8_0
|
| 87 |
+
^blk\.2\.ffn_up_exps\.weight$=q3_k
|
| 88 |
+
^blk\.2\.ffn_up_shexp\.weight$=q8_0
|
| 89 |
+
^blk\.2\.ssm_out\.weight$=q8_0
|
| 90 |
+
^blk\.3\.attn_k\.weight$=q8_0
|
| 91 |
+
^blk\.3\.attn_output\.weight$=q8_0
|
| 92 |
+
^blk\.3\.attn_q\.weight$=q5_k
|
| 93 |
+
^blk\.3\.attn_v\.weight$=q8_0
|
| 94 |
+
^blk\.3\.ffn_down_exps\.weight$=q3_k
|
| 95 |
+
^blk\.3\.ffn_down_shexp\.weight$=q8_0
|
| 96 |
+
^blk\.3\.ffn_gate_exps\.weight$=q3_k
|
| 97 |
+
^blk\.3\.ffn_gate_shexp\.weight$=q8_0
|
| 98 |
+
^blk\.3\.ffn_up_exps\.weight$=q3_k
|
| 99 |
+
^blk\.3\.ffn_up_shexp\.weight$=q8_0
|
| 100 |
+
^blk\.4\.attn_gate\.weight$=q6_k
|
| 101 |
+
^blk\.4\.attn_qkv\.weight$=q6_k
|
| 102 |
+
^blk\.4\.ffn_down_exps\.weight$=q3_k
|
| 103 |
+
^blk\.4\.ffn_down_shexp\.weight$=q8_0
|
| 104 |
+
^blk\.4\.ffn_gate_exps\.weight$=q3_k
|
| 105 |
+
^blk\.4\.ffn_gate_shexp\.weight$=q8_0
|
| 106 |
+
^blk\.4\.ffn_up_exps\.weight$=q3_k
|
| 107 |
+
^blk\.4\.ffn_up_shexp\.weight$=q8_0
|
| 108 |
+
^blk\.4\.ssm_out\.weight$=q8_0
|
| 109 |
+
^blk\.5\.attn_gate\.weight$=q6_k
|
| 110 |
+
^blk\.5\.attn_qkv\.weight$=q6_k
|
| 111 |
+
^blk\.5\.ffn_down_exps\.weight$=q3_k
|
| 112 |
+
^blk\.5\.ffn_down_shexp\.weight$=q8_0
|
| 113 |
+
^blk\.5\.ffn_gate_exps\.weight$=q3_k
|
| 114 |
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^blk\.5\.ffn_gate_shexp\.weight$=q8_0
|
| 115 |
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^blk\.5\.ffn_up_exps\.weight$=q3_k
|
| 116 |
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^blk\.5\.ffn_up_shexp\.weight$=q8_0
|
| 117 |
+
^blk\.5\.ssm_out\.weight$=q8_0
|
| 118 |
+
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|
| 119 |
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^blk\.6\.attn_qkv\.weight$=q6_k
|
| 120 |
+
^blk\.6\.ffn_down_exps\.weight$=q3_k
|
| 121 |
+
^blk\.6\.ffn_down_shexp\.weight$=q8_0
|
| 122 |
+
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|
| 123 |
+
^blk\.6\.ffn_gate_shexp\.weight$=q8_0
|
| 124 |
+
^blk\.6\.ffn_up_exps\.weight$=q3_k
|
| 125 |
+
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|
| 126 |
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|
| 127 |
+
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|
| 128 |
+
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|
| 129 |
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|
| 130 |
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|
| 131 |
+
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|
| 132 |
+
^blk\.7\.ffn_down_shexp\.weight$=q8_0
|
| 133 |
+
^blk\.7\.ffn_gate_exps\.weight$=q3_k
|
| 134 |
+
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|
| 135 |
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|
| 136 |
+
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|
| 137 |
+
^blk\.8\.attn_gate\.weight$=q6_k
|
| 138 |
+
^blk\.8\.attn_qkv\.weight$=q6_k
|
| 139 |
+
^blk\.8\.ffn_down_exps\.weight$=q3_k
|
| 140 |
+
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|
| 141 |
+
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|
| 142 |
+
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|
| 143 |
+
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|
| 144 |
+
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|
| 145 |
+
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|
| 146 |
+
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|
| 147 |
+
^blk\.9\.attn_qkv\.weight$=q6_k
|
| 148 |
+
^blk\.9\.ffn_down_exps\.weight$=q3_k
|
| 149 |
+
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|
| 150 |
+
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|
| 151 |
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|
| 152 |
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|
| 153 |
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|
| 154 |
+
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|
| 155 |
+
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|
| 156 |
+
^blk\.10\.attn_qkv\.weight$=q5_k
|
| 157 |
+
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|
| 158 |
+
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|
| 159 |
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|
| 160 |
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|
| 161 |
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|
| 162 |
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|
| 163 |
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|
| 164 |
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|
| 165 |
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|
| 166 |
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|
| 167 |
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|
| 168 |
+
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|
| 169 |
+
^blk\.11\.ffn_down_shexp\.weight$=q8_0
|
| 170 |
+
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|
| 171 |
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|
| 172 |
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|
| 173 |
+
^blk\.11\.ffn_up_shexp\.weight$=q8_0
|
| 174 |
+
^blk\.12\.attn_gate\.weight$=q5_k
|
| 175 |
+
^blk\.12\.attn_qkv\.weight$=q5_k
|
| 176 |
+
^blk\.12\.ffn_down_exps\.weight$=q3_k
|
| 177 |
+
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|
| 178 |
+
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|
| 179 |
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|
| 180 |
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|
| 181 |
+
^blk\.12\.ffn_up_shexp\.weight$=q8_0
|
| 182 |
+
^blk\.12\.ssm_out\.weight$=q6_k
|
| 183 |
+
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|
| 184 |
+
^blk\.13\.attn_qkv\.weight$=q5_k
|
| 185 |
+
^blk\.13\.ffn_down_exps\.weight$=q3_k
|
| 186 |
+
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|
| 187 |
+
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|
| 188 |
+
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|
| 189 |
+
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|
| 190 |
+
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|
| 191 |
+
^blk\.13\.ssm_out\.weight$=q6_k
|
| 192 |
+
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|
| 193 |
+
^blk\.14\.attn_qkv\.weight$=q5_k
|
| 194 |
+
^blk\.14\.ffn_down_exps\.weight$=q3_k
|
| 195 |
+
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|
| 196 |
+
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|
| 197 |
+
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|
| 198 |
+
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|
| 199 |
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|
| 200 |
+
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|
| 201 |
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|
| 202 |
+
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|
| 203 |
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|
| 204 |
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|
| 205 |
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|
| 206 |
+
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|
| 207 |
+
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|
| 208 |
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|
| 209 |
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|
| 210 |
+
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|
| 211 |
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|
| 212 |
+
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|
| 213 |
+
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|
| 214 |
+
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|
| 215 |
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|
| 216 |
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|
| 217 |
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|
| 218 |
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|
| 219 |
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|
| 220 |
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|
| 221 |
+
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|
| 222 |
+
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|
| 223 |
+
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|
| 224 |
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|
| 225 |
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|
| 226 |
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|
| 227 |
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|
| 228 |
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|
| 229 |
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|
| 230 |
+
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|
| 231 |
+
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|
| 232 |
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|
| 233 |
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|
| 234 |
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|
| 235 |
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|
| 236 |
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|
| 237 |
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|
| 238 |
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|
| 239 |
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|
| 240 |
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|
| 241 |
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|
| 242 |
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|
| 243 |
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|
| 244 |
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|
| 245 |
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|
| 246 |
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|
| 247 |
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|
| 248 |
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|
| 249 |
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|
| 250 |
+
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|
| 251 |
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|
| 252 |
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|
| 253 |
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|
| 254 |
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|
| 255 |
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|
| 256 |
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|
| 257 |
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|
| 258 |
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|
| 259 |
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|
| 260 |
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|
| 261 |
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|
| 262 |
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|
| 263 |
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|
| 264 |
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|
| 265 |
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|
| 266 |
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|
| 267 |
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|
| 268 |
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|
| 269 |
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|
| 270 |
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|
| 271 |
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|
| 272 |
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|
| 273 |
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|
| 274 |
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|
| 275 |
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|
| 276 |
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|
| 277 |
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|
| 278 |
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|
| 279 |
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|
| 280 |
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|
| 281 |
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|
| 282 |
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|
| 283 |
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|
| 284 |
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|
| 285 |
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|
| 286 |
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|
| 287 |
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|
| 288 |
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|
| 289 |
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|
| 290 |
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|
| 291 |
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|
| 292 |
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|
| 293 |
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|
| 294 |
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|
| 295 |
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|
| 296 |
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|
| 297 |
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|
| 298 |
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|
| 299 |
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|
| 300 |
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|
| 301 |
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|
| 302 |
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|
| 303 |
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|
| 304 |
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|
| 305 |
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|
| 306 |
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|
| 307 |
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|
| 308 |
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|
| 309 |
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|
| 310 |
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|
| 311 |
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|
| 312 |
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|
| 313 |
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|
| 314 |
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|
| 315 |
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|
| 316 |
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|
| 317 |
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|
| 318 |
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|
| 319 |
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|
| 320 |
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|
| 321 |
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|
| 322 |
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|
| 323 |
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|
| 324 |
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|
| 325 |
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|
| 326 |
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|
| 327 |
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|
| 328 |
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|
| 329 |
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|
| 330 |
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|
| 331 |
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|
| 332 |
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^blk\.29\.attn_qkv\.weight$=q5_k
|
| 333 |
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|
| 334 |
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|
| 335 |
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|
| 336 |
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|
| 337 |
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|
| 338 |
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|
| 339 |
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|
| 340 |
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|
| 341 |
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^blk\.30\.attn_qkv\.weight$=q5_k
|
| 342 |
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|
| 343 |
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|
| 344 |
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|
| 345 |
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|
| 346 |
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|
| 347 |
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|
| 348 |
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|
| 349 |
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|
| 350 |
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|
| 351 |
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|
| 352 |
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|
| 353 |
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|
| 354 |
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|
| 355 |
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|
| 356 |
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|
| 357 |
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|
| 358 |
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|
| 359 |
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|
| 360 |
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^blk\.32\.attn_qkv\.weight$=q5_k
|
| 361 |
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|
| 362 |
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|
| 363 |
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|
| 364 |
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|
| 365 |
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|
| 366 |
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|
| 367 |
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|
| 368 |
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|
| 369 |
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^blk\.33\.attn_qkv\.weight$=q5_k
|
| 370 |
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|
| 371 |
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|
| 372 |
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^blk\.33\.ffn_gate_exps\.weight$=q3_k
|
| 373 |
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^blk\.33\.ffn_gate_shexp\.weight$=q8_0
|
| 374 |
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| 383 |
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| 384 |
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| 385 |
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| 403 |
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|
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| 413 |
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|
| 414 |
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|
| 415 |
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|
| 416 |
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|
| 417 |
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|
| 418 |
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|
| 419 |
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|
| 420 |
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|
| 421 |
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|
| 422 |
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|
| 423 |
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| 424 |
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|
| 425 |
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|
| 426 |
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|
| 427 |
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| 428 |
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| 429 |
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| 430 |
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| 431 |
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|
| 432 |
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^blk\.39\.ffn_up_shexp\.weight$=q8_0
|
layouts/InternScience_MLExpert-Q4_K_L.layout.json
ADDED
|
@@ -0,0 +1,226 @@
|
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|
| 1 |
+
{
|
| 2 |
+
"model": "/media/m2teamgroup/models/MLExpert-GGUF/InternScience_MLExpert-bf16.gguf",
|
| 3 |
+
"imatrix": "/media/m2teamgroup/models/MLExpert-GGUF/InternScience_MLExpert-imatrix.gguf",
|
| 4 |
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| 5 |
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|
| 6 |
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| 7 |
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| 8 |
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|
| 9 |
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| 10 |
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| 11 |
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| 12 |
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| 13 |
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| 15 |
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| 16 |
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|
| 17 |
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|
| 18 |
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},
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| 19 |
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| 20 |
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|
| 21 |
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"type": "q8_0"
|
| 22 |
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}
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| 23 |
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},
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| 24 |
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"arch": "moe",
|
| 25 |
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|
| 26 |
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|
| 27 |
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| 28 |
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| 29 |
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| 30 |
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| 31 |
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| 32 |
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| 33 |
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| 34 |
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| 36 |
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| 48 |
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| 50 |
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| 54 |
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| 55 |
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| 57 |
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| 58 |
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| 59 |
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| 60 |
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| 61 |
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| 62 |
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| 63 |
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| 64 |
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|
| 65 |
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| 66 |
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| 67 |
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| 69 |
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| 70 |
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| 71 |
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| 72 |
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| 73 |
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| 74 |
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| 75 |
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| 76 |
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| 77 |
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| 78 |
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| 80 |
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| 81 |
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|
| 89 |
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},
|
| 90 |
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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| 127 |
+
"blk.22.ssm_beta.weight": "f32",
|
| 128 |
+
"blk.24.ssm_alpha.weight": "f32",
|
| 129 |
+
"blk.24.ssm_beta.weight": "f32",
|
| 130 |
+
"blk.25.ssm_alpha.weight": "f32",
|
| 131 |
+
"blk.25.ssm_beta.weight": "f32",
|
| 132 |
+
"blk.26.ssm_alpha.weight": "f32",
|
| 133 |
+
"blk.26.ssm_beta.weight": "f32",
|
| 134 |
+
"blk.28.ssm_alpha.weight": "f32",
|
| 135 |
+
"blk.28.ssm_beta.weight": "f32",
|
| 136 |
+
"blk.29.ssm_alpha.weight": "f32",
|
| 137 |
+
"blk.29.ssm_beta.weight": "f32",
|
| 138 |
+
"blk.30.ssm_alpha.weight": "f32",
|
| 139 |
+
"blk.30.ssm_beta.weight": "f32",
|
| 140 |
+
"blk.32.ssm_alpha.weight": "f32",
|
| 141 |
+
"blk.32.ssm_beta.weight": "f32",
|
| 142 |
+
"blk.33.ssm_alpha.weight": "f32",
|
| 143 |
+
"blk.33.ssm_beta.weight": "f32",
|
| 144 |
+
"blk.34.ssm_alpha.weight": "f32",
|
| 145 |
+
"blk.34.ssm_beta.weight": "f32",
|
| 146 |
+
"blk.36.ssm_alpha.weight": "f32",
|
| 147 |
+
"blk.36.ssm_beta.weight": "f32",
|
| 148 |
+
"blk.37.ssm_alpha.weight": "f32",
|
| 149 |
+
"blk.37.ssm_beta.weight": "f32",
|
| 150 |
+
"blk.38.ssm_alpha.weight": "f32",
|
| 151 |
+
"blk.38.ssm_beta.weight": "f32"
|
| 152 |
+
},
|
| 153 |
+
"embeddings": {
|
| 154 |
+
"output.weight": "q8_0",
|
| 155 |
+
"token_embd.weight": "q8_0"
|
| 156 |
+
},
|
| 157 |
+
"bytes": {
|
| 158 |
+
"heuristic_body+embd": 21275877376,
|
| 159 |
+
"map_body+embd": 23998103552,
|
| 160 |
+
"ratio": 1.1279,
|
| 161 |
+
"note": "quantizable, unpinned tensors only; pinned/unquantized tensors are identical in both"
|
| 162 |
+
},
|
| 163 |
+
"body_base_share": 0.501,
|
| 164 |
+
"body_bpw": 5.454,
|
| 165 |
+
"body_bpw_heuristic": 4.896,
|
| 166 |
+
"total_params": 34660610688,
|
| 167 |
+
"file_bytes_pred": 24102685184,
|
| 168 |
+
"file_bpw_pred": 5.563,
|
| 169 |
+
"histogram": {
|
| 170 |
+
"attn_gate": {
|
| 171 |
+
"q8_0": 30
|
| 172 |
+
},
|
| 173 |
+
"attn_k": {
|
| 174 |
+
"q8_0": 10
|
| 175 |
+
},
|
| 176 |
+
"attn_output": {
|
| 177 |
+
"q8_0": 10
|
| 178 |
+
},
|
| 179 |
+
"attn_q": {
|
| 180 |
+
"q8_0": 10
|
| 181 |
+
},
|
| 182 |
+
"attn_qkv": {
|
| 183 |
+
"q8_0": 30
|
| 184 |
+
},
|
| 185 |
+
"attn_v": {
|
| 186 |
+
"q8_0": 10
|
| 187 |
+
},
|
| 188 |
+
"ffn_down_exps": {
|
| 189 |
+
"q6_k": 20,
|
| 190 |
+
"q4_k": 18,
|
| 191 |
+
"q8_0": 2
|
| 192 |
+
},
|
| 193 |
+
"ffn_down_shexp": {
|
| 194 |
+
"q8_0": 40
|
| 195 |
+
},
|
| 196 |
+
"ffn_gate_exps": {
|
| 197 |
+
"q4_k": 38,
|
| 198 |
+
"q6_k": 1,
|
| 199 |
+
"q8_0": 1
|
| 200 |
+
},
|
| 201 |
+
"ffn_gate_shexp": {
|
| 202 |
+
"q8_0": 40
|
| 203 |
+
},
|
| 204 |
+
"ffn_up_exps": {
|
| 205 |
+
"q4_k": 20,
|
| 206 |
+
"q6_k": 19,
|
| 207 |
+
"q8_0": 1
|
| 208 |
+
},
|
| 209 |
+
"ffn_up_shexp": {
|
| 210 |
+
"q8_0": 40
|
| 211 |
+
},
|
| 212 |
+
"ssm_out": {
|
| 213 |
+
"q8_0": 30
|
| 214 |
+
}
|
| 215 |
+
},
|
| 216 |
+
"prior": "layout/prior.json",
|
| 217 |
+
"pin_rule": "floor",
|
| 218 |
+
"embd_cap": "heur",
|
| 219 |
+
"generator": "auto_quant_v2.layout",
|
| 220 |
+
"generator_key": "3bf8b43e20a68f0b",
|
| 221 |
+
"quant_type": "Q4_K_L",
|
| 222 |
+
"quantize_ftype": "Q4_K_M",
|
| 223 |
+
"llama_cpp_version": "b11716",
|
| 224 |
+
"unknown_kinds": {},
|
| 225 |
+
"commit": "0933d56cdc75d35ccd1973a9eebfe2cafbd935d5"
|
| 226 |
+
}
|
layouts/InternScience_MLExpert-Q4_K_L.tensor-types.txt
ADDED
|
@@ -0,0 +1,432 @@
|
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|
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|
|
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|
|
|
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|
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|
|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
|
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|
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|
|
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|
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|
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|
|
|
|
|
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|
|
|
|
|
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|
|
|
|
|
|
|
|
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|
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|
|
|
|
|
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|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
^blk\.0\.ssm_alpha\.weight$=f32
|
| 2 |
+
^blk\.0\.ssm_beta\.weight$=f32
|
| 3 |
+
^blk\.1\.ssm_alpha\.weight$=f32
|
| 4 |
+
^blk\.1\.ssm_beta\.weight$=f32
|
| 5 |
+
^blk\.2\.ssm_alpha\.weight$=f32
|
| 6 |
+
^blk\.2\.ssm_beta\.weight$=f32
|
| 7 |
+
^blk\.4\.ssm_alpha\.weight$=f32
|
| 8 |
+
^blk\.4\.ssm_beta\.weight$=f32
|
| 9 |
+
^blk\.5\.ssm_alpha\.weight$=f32
|
| 10 |
+
^blk\.5\.ssm_beta\.weight$=f32
|
| 11 |
+
^blk\.6\.ssm_alpha\.weight$=f32
|
| 12 |
+
^blk\.6\.ssm_beta\.weight$=f32
|
| 13 |
+
^blk\.8\.ssm_alpha\.weight$=f32
|
| 14 |
+
^blk\.8\.ssm_beta\.weight$=f32
|
| 15 |
+
^blk\.9\.ssm_alpha\.weight$=f32
|
| 16 |
+
^blk\.9\.ssm_beta\.weight$=f32
|
| 17 |
+
^blk\.10\.ssm_alpha\.weight$=f32
|
| 18 |
+
^blk\.10\.ssm_beta\.weight$=f32
|
| 19 |
+
^blk\.12\.ssm_alpha\.weight$=f32
|
| 20 |
+
^blk\.12\.ssm_beta\.weight$=f32
|
| 21 |
+
^blk\.13\.ssm_alpha\.weight$=f32
|
| 22 |
+
^blk\.13\.ssm_beta\.weight$=f32
|
| 23 |
+
^blk\.14\.ssm_alpha\.weight$=f32
|
| 24 |
+
^blk\.14\.ssm_beta\.weight$=f32
|
| 25 |
+
^blk\.16\.ssm_alpha\.weight$=f32
|
| 26 |
+
^blk\.16\.ssm_beta\.weight$=f32
|
| 27 |
+
^blk\.17\.ssm_alpha\.weight$=f32
|
| 28 |
+
^blk\.17\.ssm_beta\.weight$=f32
|
| 29 |
+
^blk\.18\.ssm_alpha\.weight$=f32
|
| 30 |
+
^blk\.18\.ssm_beta\.weight$=f32
|
| 31 |
+
^blk\.20\.ssm_alpha\.weight$=f32
|
| 32 |
+
^blk\.20\.ssm_beta\.weight$=f32
|
| 33 |
+
^blk\.21\.ssm_alpha\.weight$=f32
|
| 34 |
+
^blk\.21\.ssm_beta\.weight$=f32
|
| 35 |
+
^blk\.22\.ssm_alpha\.weight$=f32
|
| 36 |
+
^blk\.22\.ssm_beta\.weight$=f32
|
| 37 |
+
^blk\.24\.ssm_alpha\.weight$=f32
|
| 38 |
+
^blk\.24\.ssm_beta\.weight$=f32
|
| 39 |
+
^blk\.25\.ssm_alpha\.weight$=f32
|
| 40 |
+
^blk\.25\.ssm_beta\.weight$=f32
|
| 41 |
+
^blk\.26\.ssm_alpha\.weight$=f32
|
| 42 |
+
^blk\.26\.ssm_beta\.weight$=f32
|
| 43 |
+
^blk\.28\.ssm_alpha\.weight$=f32
|
| 44 |
+
^blk\.28\.ssm_beta\.weight$=f32
|
| 45 |
+
^blk\.29\.ssm_alpha\.weight$=f32
|
| 46 |
+
^blk\.29\.ssm_beta\.weight$=f32
|
| 47 |
+
^blk\.30\.ssm_alpha\.weight$=f32
|
| 48 |
+
^blk\.30\.ssm_beta\.weight$=f32
|
| 49 |
+
^blk\.32\.ssm_alpha\.weight$=f32
|
| 50 |
+
^blk\.32\.ssm_beta\.weight$=f32
|
| 51 |
+
^blk\.33\.ssm_alpha\.weight$=f32
|
| 52 |
+
^blk\.33\.ssm_beta\.weight$=f32
|
| 53 |
+
^blk\.34\.ssm_alpha\.weight$=f32
|
| 54 |
+
^blk\.34\.ssm_beta\.weight$=f32
|
| 55 |
+
^blk\.36\.ssm_alpha\.weight$=f32
|
| 56 |
+
^blk\.36\.ssm_beta\.weight$=f32
|
| 57 |
+
^blk\.37\.ssm_alpha\.weight$=f32
|
| 58 |
+
^blk\.37\.ssm_beta\.weight$=f32
|
| 59 |
+
^blk\.38\.ssm_alpha\.weight$=f32
|
| 60 |
+
^blk\.38\.ssm_beta\.weight$=f32
|
| 61 |
+
^output\.weight$=q8_0
|
| 62 |
+
^token_embd\.weight$=q8_0
|
| 63 |
+
^blk\.0\.attn_gate\.weight$=q8_0
|
| 64 |
+
^blk\.0\.attn_qkv\.weight$=q8_0
|
| 65 |
+
^blk\.0\.ffn_down_exps\.weight$=q8_0
|
| 66 |
+
^blk\.0\.ffn_down_shexp\.weight$=q8_0
|
| 67 |
+
^blk\.0\.ffn_gate_exps\.weight$=q6_k
|
| 68 |
+
^blk\.0\.ffn_gate_shexp\.weight$=q8_0
|
| 69 |
+
^blk\.0\.ffn_up_exps\.weight$=q6_k
|
| 70 |
+
^blk\.0\.ffn_up_shexp\.weight$=q8_0
|
| 71 |
+
^blk\.0\.ssm_out\.weight$=q8_0
|
| 72 |
+
^blk\.1\.attn_gate\.weight$=q8_0
|
| 73 |
+
^blk\.1\.attn_qkv\.weight$=q8_0
|
| 74 |
+
^blk\.1\.ffn_down_exps\.weight$=q6_k
|
| 75 |
+
^blk\.1\.ffn_down_shexp\.weight$=q8_0
|
| 76 |
+
^blk\.1\.ffn_gate_exps\.weight$=q4_k
|
| 77 |
+
^blk\.1\.ffn_gate_shexp\.weight$=q8_0
|
| 78 |
+
^blk\.1\.ffn_up_exps\.weight$=q6_k
|
| 79 |
+
^blk\.1\.ffn_up_shexp\.weight$=q8_0
|
| 80 |
+
^blk\.1\.ssm_out\.weight$=q8_0
|
| 81 |
+
^blk\.2\.attn_gate\.weight$=q8_0
|
| 82 |
+
^blk\.2\.attn_qkv\.weight$=q8_0
|
| 83 |
+
^blk\.2\.ffn_down_exps\.weight$=q6_k
|
| 84 |
+
^blk\.2\.ffn_down_shexp\.weight$=q8_0
|
| 85 |
+
^blk\.2\.ffn_gate_exps\.weight$=q4_k
|
| 86 |
+
^blk\.2\.ffn_gate_shexp\.weight$=q8_0
|
| 87 |
+
^blk\.2\.ffn_up_exps\.weight$=q6_k
|
| 88 |
+
^blk\.2\.ffn_up_shexp\.weight$=q8_0
|
| 89 |
+
^blk\.2\.ssm_out\.weight$=q8_0
|
| 90 |
+
^blk\.3\.attn_k\.weight$=q8_0
|
| 91 |
+
^blk\.3\.attn_output\.weight$=q8_0
|
| 92 |
+
^blk\.3\.attn_q\.weight$=q8_0
|
| 93 |
+
^blk\.3\.attn_v\.weight$=q8_0
|
| 94 |
+
^blk\.3\.ffn_down_exps\.weight$=q6_k
|
| 95 |
+
^blk\.3\.ffn_down_shexp\.weight$=q8_0
|
| 96 |
+
^blk\.3\.ffn_gate_exps\.weight$=q4_k
|
| 97 |
+
^blk\.3\.ffn_gate_shexp\.weight$=q8_0
|
| 98 |
+
^blk\.3\.ffn_up_exps\.weight$=q6_k
|
| 99 |
+
^blk\.3\.ffn_up_shexp\.weight$=q8_0
|
| 100 |
+
^blk\.4\.attn_gate\.weight$=q8_0
|
| 101 |
+
^blk\.4\.attn_qkv\.weight$=q8_0
|
| 102 |
+
^blk\.4\.ffn_down_exps\.weight$=q6_k
|
| 103 |
+
^blk\.4\.ffn_down_shexp\.weight$=q8_0
|
| 104 |
+
^blk\.4\.ffn_gate_exps\.weight$=q4_k
|
| 105 |
+
^blk\.4\.ffn_gate_shexp\.weight$=q8_0
|
| 106 |
+
^blk\.4\.ffn_up_exps\.weight$=q6_k
|
| 107 |
+
^blk\.4\.ffn_up_shexp\.weight$=q8_0
|
| 108 |
+
^blk\.4\.ssm_out\.weight$=q8_0
|
| 109 |
+
^blk\.5\.attn_gate\.weight$=q8_0
|
| 110 |
+
^blk\.5\.attn_qkv\.weight$=q8_0
|
| 111 |
+
^blk\.5\.ffn_down_exps\.weight$=q6_k
|
| 112 |
+
^blk\.5\.ffn_down_shexp\.weight$=q8_0
|
| 113 |
+
^blk\.5\.ffn_gate_exps\.weight$=q4_k
|
| 114 |
+
^blk\.5\.ffn_gate_shexp\.weight$=q8_0
|
| 115 |
+
^blk\.5\.ffn_up_exps\.weight$=q6_k
|
| 116 |
+
^blk\.5\.ffn_up_shexp\.weight$=q8_0
|
| 117 |
+
^blk\.5\.ssm_out\.weight$=q8_0
|
| 118 |
+
^blk\.6\.attn_gate\.weight$=q8_0
|
| 119 |
+
^blk\.6\.attn_qkv\.weight$=q8_0
|
| 120 |
+
^blk\.6\.ffn_down_exps\.weight$=q6_k
|
| 121 |
+
^blk\.6\.ffn_down_shexp\.weight$=q8_0
|
| 122 |
+
^blk\.6\.ffn_gate_exps\.weight$=q4_k
|
| 123 |
+
^blk\.6\.ffn_gate_shexp\.weight$=q8_0
|
| 124 |
+
^blk\.6\.ffn_up_exps\.weight$=q6_k
|
| 125 |
+
^blk\.6\.ffn_up_shexp\.weight$=q8_0
|
| 126 |
+
^blk\.6\.ssm_out\.weight$=q8_0
|
| 127 |
+
^blk\.7\.attn_k\.weight$=q8_0
|
| 128 |
+
^blk\.7\.attn_output\.weight$=q8_0
|
| 129 |
+
^blk\.7\.attn_q\.weight$=q8_0
|
| 130 |
+
^blk\.7\.attn_v\.weight$=q8_0
|
| 131 |
+
^blk\.7\.ffn_down_exps\.weight$=q6_k
|
| 132 |
+
^blk\.7\.ffn_down_shexp\.weight$=q8_0
|
| 133 |
+
^blk\.7\.ffn_gate_exps\.weight$=q4_k
|
| 134 |
+
^blk\.7\.ffn_gate_shexp\.weight$=q8_0
|
| 135 |
+
^blk\.7\.ffn_up_exps\.weight$=q6_k
|
| 136 |
+
^blk\.7\.ffn_up_shexp\.weight$=q8_0
|
| 137 |
+
^blk\.8\.attn_gate\.weight$=q8_0
|
| 138 |
+
^blk\.8\.attn_qkv\.weight$=q8_0
|
| 139 |
+
^blk\.8\.ffn_down_exps\.weight$=q6_k
|
| 140 |
+
^blk\.8\.ffn_down_shexp\.weight$=q8_0
|
| 141 |
+
^blk\.8\.ffn_gate_exps\.weight$=q4_k
|
| 142 |
+
^blk\.8\.ffn_gate_shexp\.weight$=q8_0
|
| 143 |
+
^blk\.8\.ffn_up_exps\.weight$=q6_k
|
| 144 |
+
^blk\.8\.ffn_up_shexp\.weight$=q8_0
|
| 145 |
+
^blk\.8\.ssm_out\.weight$=q8_0
|
| 146 |
+
^blk\.9\.attn_gate\.weight$=q8_0
|
| 147 |
+
^blk\.9\.attn_qkv\.weight$=q8_0
|
| 148 |
+
^blk\.9\.ffn_down_exps\.weight$=q6_k
|
| 149 |
+
^blk\.9\.ffn_down_shexp\.weight$=q8_0
|
| 150 |
+
^blk\.9\.ffn_gate_exps\.weight$=q4_k
|
| 151 |
+
^blk\.9\.ffn_gate_shexp\.weight$=q8_0
|
| 152 |
+
^blk\.9\.ffn_up_exps\.weight$=q6_k
|
| 153 |
+
^blk\.9\.ffn_up_shexp\.weight$=q8_0
|
| 154 |
+
^blk\.9\.ssm_out\.weight$=q8_0
|
| 155 |
+
^blk\.10\.attn_gate\.weight$=q8_0
|
| 156 |
+
^blk\.10\.attn_qkv\.weight$=q8_0
|
| 157 |
+
^blk\.10\.ffn_down_exps\.weight$=q4_k
|
| 158 |
+
^blk\.10\.ffn_down_shexp\.weight$=q8_0
|
| 159 |
+
^blk\.10\.ffn_gate_exps\.weight$=q4_k
|
| 160 |
+
^blk\.10\.ffn_gate_shexp\.weight$=q8_0
|
| 161 |
+
^blk\.10\.ffn_up_exps\.weight$=q4_k
|
| 162 |
+
^blk\.10\.ffn_up_shexp\.weight$=q8_0
|
| 163 |
+
^blk\.10\.ssm_out\.weight$=q8_0
|
| 164 |
+
^blk\.11\.attn_k\.weight$=q8_0
|
| 165 |
+
^blk\.11\.attn_output\.weight$=q8_0
|
| 166 |
+
^blk\.11\.attn_q\.weight$=q8_0
|
| 167 |
+
^blk\.11\.attn_v\.weight$=q8_0
|
| 168 |
+
^blk\.11\.ffn_down_exps\.weight$=q6_k
|
| 169 |
+
^blk\.11\.ffn_down_shexp\.weight$=q8_0
|
| 170 |
+
^blk\.11\.ffn_gate_exps\.weight$=q4_k
|
| 171 |
+
^blk\.11\.ffn_gate_shexp\.weight$=q8_0
|
| 172 |
+
^blk\.11\.ffn_up_exps\.weight$=q4_k
|
| 173 |
+
^blk\.11\.ffn_up_shexp\.weight$=q8_0
|
| 174 |
+
^blk\.12\.attn_gate\.weight$=q8_0
|
| 175 |
+
^blk\.12\.attn_qkv\.weight$=q8_0
|
| 176 |
+
^blk\.12\.ffn_down_exps\.weight$=q4_k
|
| 177 |
+
^blk\.12\.ffn_down_shexp\.weight$=q8_0
|
| 178 |
+
^blk\.12\.ffn_gate_exps\.weight$=q4_k
|
| 179 |
+
^blk\.12\.ffn_gate_shexp\.weight$=q8_0
|
| 180 |
+
^blk\.12\.ffn_up_exps\.weight$=q4_k
|
| 181 |
+
^blk\.12\.ffn_up_shexp\.weight$=q8_0
|
| 182 |
+
^blk\.12\.ssm_out\.weight$=q8_0
|
| 183 |
+
^blk\.13\.attn_gate\.weight$=q8_0
|
| 184 |
+
^blk\.13\.attn_qkv\.weight$=q8_0
|
| 185 |
+
^blk\.13\.ffn_down_exps\.weight$=q4_k
|
| 186 |
+
^blk\.13\.ffn_down_shexp\.weight$=q8_0
|
| 187 |
+
^blk\.13\.ffn_gate_exps\.weight$=q4_k
|
| 188 |
+
^blk\.13\.ffn_gate_shexp\.weight$=q8_0
|
| 189 |
+
^blk\.13\.ffn_up_exps\.weight$=q4_k
|
| 190 |
+
^blk\.13\.ffn_up_shexp\.weight$=q8_0
|
| 191 |
+
^blk\.13\.ssm_out\.weight$=q8_0
|
| 192 |
+
^blk\.14\.attn_gate\.weight$=q8_0
|
| 193 |
+
^blk\.14\.attn_qkv\.weight$=q8_0
|
| 194 |
+
^blk\.14\.ffn_down_exps\.weight$=q4_k
|
| 195 |
+
^blk\.14\.ffn_down_shexp\.weight$=q8_0
|
| 196 |
+
^blk\.14\.ffn_gate_exps\.weight$=q4_k
|
| 197 |
+
^blk\.14\.ffn_gate_shexp\.weight$=q8_0
|
| 198 |
+
^blk\.14\.ffn_up_exps\.weight$=q4_k
|
| 199 |
+
^blk\.14\.ffn_up_shexp\.weight$=q8_0
|
| 200 |
+
^blk\.14\.ssm_out\.weight$=q8_0
|
| 201 |
+
^blk\.15\.attn_k\.weight$=q8_0
|
| 202 |
+
^blk\.15\.attn_output\.weight$=q8_0
|
| 203 |
+
^blk\.15\.attn_q\.weight$=q8_0
|
| 204 |
+
^blk\.15\.attn_v\.weight$=q8_0
|
| 205 |
+
^blk\.15\.ffn_down_exps\.weight$=q6_k
|
| 206 |
+
^blk\.15\.ffn_down_shexp\.weight$=q8_0
|
| 207 |
+
^blk\.15\.ffn_gate_exps\.weight$=q4_k
|
| 208 |
+
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|
| 209 |
+
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|
| 210 |
+
^blk\.15\.ffn_up_shexp\.weight$=q8_0
|
| 211 |
+
^blk\.16\.attn_gate\.weight$=q8_0
|
| 212 |
+
^blk\.16\.attn_qkv\.weight$=q8_0
|
| 213 |
+
^blk\.16\.ffn_down_exps\.weight$=q4_k
|
| 214 |
+
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|
| 215 |
+
^blk\.16\.ffn_gate_exps\.weight$=q4_k
|
| 216 |
+
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|
| 217 |
+
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|
| 218 |
+
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|
| 219 |
+
^blk\.16\.ssm_out\.weight$=q8_0
|
| 220 |
+
^blk\.17\.attn_gate\.weight$=q8_0
|
| 221 |
+
^blk\.17\.attn_qkv\.weight$=q8_0
|
| 222 |
+
^blk\.17\.ffn_down_exps\.weight$=q4_k
|
| 223 |
+
^blk\.17\.ffn_down_shexp\.weight$=q8_0
|
| 224 |
+
^blk\.17\.ffn_gate_exps\.weight$=q4_k
|
| 225 |
+
^blk\.17\.ffn_gate_shexp\.weight$=q8_0
|
| 226 |
+
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|
| 227 |
+
^blk\.17\.ffn_up_shexp\.weight$=q8_0
|
| 228 |
+
^blk\.17\.ssm_out\.weight$=q8_0
|
| 229 |
+
^blk\.18\.attn_gate\.weight$=q8_0
|
| 230 |
+
^blk\.18\.attn_qkv\.weight$=q8_0
|
| 231 |
+
^blk\.18\.ffn_down_exps\.weight$=q4_k
|
| 232 |
+
^blk\.18\.ffn_down_shexp\.weight$=q8_0
|
| 233 |
+
^blk\.18\.ffn_gate_exps\.weight$=q4_k
|
| 234 |
+
^blk\.18\.ffn_gate_shexp\.weight$=q8_0
|
| 235 |
+
^blk\.18\.ffn_up_exps\.weight$=q4_k
|
| 236 |
+
^blk\.18\.ffn_up_shexp\.weight$=q8_0
|
| 237 |
+
^blk\.18\.ssm_out\.weight$=q8_0
|
| 238 |
+
^blk\.19\.attn_k\.weight$=q8_0
|
| 239 |
+
^blk\.19\.attn_output\.weight$=q8_0
|
| 240 |
+
^blk\.19\.attn_q\.weight$=q8_0
|
| 241 |
+
^blk\.19\.attn_v\.weight$=q8_0
|
| 242 |
+
^blk\.19\.ffn_down_exps\.weight$=q4_k
|
| 243 |
+
^blk\.19\.ffn_down_shexp\.weight$=q8_0
|
| 244 |
+
^blk\.19\.ffn_gate_exps\.weight$=q4_k
|
| 245 |
+
^blk\.19\.ffn_gate_shexp\.weight$=q8_0
|
| 246 |
+
^blk\.19\.ffn_up_exps\.weight$=q4_k
|
| 247 |
+
^blk\.19\.ffn_up_shexp\.weight$=q8_0
|
| 248 |
+
^blk\.20\.attn_gate\.weight$=q8_0
|
| 249 |
+
^blk\.20\.attn_qkv\.weight$=q8_0
|
| 250 |
+
^blk\.20\.ffn_down_exps\.weight$=q4_k
|
| 251 |
+
^blk\.20\.ffn_down_shexp\.weight$=q8_0
|
| 252 |
+
^blk\.20\.ffn_gate_exps\.weight$=q4_k
|
| 253 |
+
^blk\.20\.ffn_gate_shexp\.weight$=q8_0
|
| 254 |
+
^blk\.20\.ffn_up_exps\.weight$=q4_k
|
| 255 |
+
^blk\.20\.ffn_up_shexp\.weight$=q8_0
|
| 256 |
+
^blk\.20\.ssm_out\.weight$=q8_0
|
| 257 |
+
^blk\.21\.attn_gate\.weight$=q8_0
|
| 258 |
+
^blk\.21\.attn_qkv\.weight$=q8_0
|
| 259 |
+
^blk\.21\.ffn_down_exps\.weight$=q4_k
|
| 260 |
+
^blk\.21\.ffn_down_shexp\.weight$=q8_0
|
| 261 |
+
^blk\.21\.ffn_gate_exps\.weight$=q4_k
|
| 262 |
+
^blk\.21\.ffn_gate_shexp\.weight$=q8_0
|
| 263 |
+
^blk\.21\.ffn_up_exps\.weight$=q4_k
|
| 264 |
+
^blk\.21\.ffn_up_shexp\.weight$=q8_0
|
| 265 |
+
^blk\.21\.ssm_out\.weight$=q8_0
|
| 266 |
+
^blk\.22\.attn_gate\.weight$=q8_0
|
| 267 |
+
^blk\.22\.attn_qkv\.weight$=q8_0
|
| 268 |
+
^blk\.22\.ffn_down_exps\.weight$=q4_k
|
| 269 |
+
^blk\.22\.ffn_down_shexp\.weight$=q8_0
|
| 270 |
+
^blk\.22\.ffn_gate_exps\.weight$=q4_k
|
| 271 |
+
^blk\.22\.ffn_gate_shexp\.weight$=q8_0
|
| 272 |
+
^blk\.22\.ffn_up_exps\.weight$=q4_k
|
| 273 |
+
^blk\.22\.ffn_up_shexp\.weight$=q8_0
|
| 274 |
+
^blk\.22\.ssm_out\.weight$=q8_0
|
| 275 |
+
^blk\.23\.attn_k\.weight$=q8_0
|
| 276 |
+
^blk\.23\.attn_output\.weight$=q8_0
|
| 277 |
+
^blk\.23\.attn_q\.weight$=q8_0
|
| 278 |
+
^blk\.23\.attn_v\.weight$=q8_0
|
| 279 |
+
^blk\.23\.ffn_down_exps\.weight$=q4_k
|
| 280 |
+
^blk\.23\.ffn_down_shexp\.weight$=q8_0
|
| 281 |
+
^blk\.23\.ffn_gate_exps\.weight$=q4_k
|
| 282 |
+
^blk\.23\.ffn_gate_shexp\.weight$=q8_0
|
| 283 |
+
^blk\.23\.ffn_up_exps\.weight$=q4_k
|
| 284 |
+
^blk\.23\.ffn_up_shexp\.weight$=q8_0
|
| 285 |
+
^blk\.24\.attn_gate\.weight$=q8_0
|
| 286 |
+
^blk\.24\.attn_qkv\.weight$=q8_0
|
| 287 |
+
^blk\.24\.ffn_down_exps\.weight$=q4_k
|
| 288 |
+
^blk\.24\.ffn_down_shexp\.weight$=q8_0
|
| 289 |
+
^blk\.24\.ffn_gate_exps\.weight$=q4_k
|
| 290 |
+
^blk\.24\.ffn_gate_shexp\.weight$=q8_0
|
| 291 |
+
^blk\.24\.ffn_up_exps\.weight$=q4_k
|
| 292 |
+
^blk\.24\.ffn_up_shexp\.weight$=q8_0
|
| 293 |
+
^blk\.24\.ssm_out\.weight$=q8_0
|
| 294 |
+
^blk\.25\.attn_gate\.weight$=q8_0
|
| 295 |
+
^blk\.25\.attn_qkv\.weight$=q8_0
|
| 296 |
+
^blk\.25\.ffn_down_exps\.weight$=q4_k
|
| 297 |
+
^blk\.25\.ffn_down_shexp\.weight$=q8_0
|
| 298 |
+
^blk\.25\.ffn_gate_exps\.weight$=q4_k
|
| 299 |
+
^blk\.25\.ffn_gate_shexp\.weight$=q8_0
|
| 300 |
+
^blk\.25\.ffn_up_exps\.weight$=q4_k
|
| 301 |
+
^blk\.25\.ffn_up_shexp\.weight$=q8_0
|
| 302 |
+
^blk\.25\.ssm_out\.weight$=q8_0
|
| 303 |
+
^blk\.26\.attn_gate\.weight$=q8_0
|
| 304 |
+
^blk\.26\.attn_qkv\.weight$=q8_0
|
| 305 |
+
^blk\.26\.ffn_down_exps\.weight$=q4_k
|
| 306 |
+
^blk\.26\.ffn_down_shexp\.weight$=q8_0
|
| 307 |
+
^blk\.26\.ffn_gate_exps\.weight$=q4_k
|
| 308 |
+
^blk\.26\.ffn_gate_shexp\.weight$=q8_0
|
| 309 |
+
^blk\.26\.ffn_up_exps\.weight$=q4_k
|
| 310 |
+
^blk\.26\.ffn_up_shexp\.weight$=q8_0
|
| 311 |
+
^blk\.26\.ssm_out\.weight$=q8_0
|
| 312 |
+
^blk\.27\.attn_k\.weight$=q8_0
|
| 313 |
+
^blk\.27\.attn_output\.weight$=q8_0
|
| 314 |
+
^blk\.27\.attn_q\.weight$=q8_0
|
| 315 |
+
^blk\.27\.attn_v\.weight$=q8_0
|
| 316 |
+
^blk\.27\.ffn_down_exps\.weight$=q4_k
|
| 317 |
+
^blk\.27\.ffn_down_shexp\.weight$=q8_0
|
| 318 |
+
^blk\.27\.ffn_gate_exps\.weight$=q4_k
|
| 319 |
+
^blk\.27\.ffn_gate_shexp\.weight$=q8_0
|
| 320 |
+
^blk\.27\.ffn_up_exps\.weight$=q4_k
|
| 321 |
+
^blk\.27\.ffn_up_shexp\.weight$=q8_0
|
| 322 |
+
^blk\.28\.attn_gate\.weight$=q8_0
|
| 323 |
+
^blk\.28\.attn_qkv\.weight$=q8_0
|
| 324 |
+
^blk\.28\.ffn_down_exps\.weight$=q4_k
|
| 325 |
+
^blk\.28\.ffn_down_shexp\.weight$=q8_0
|
| 326 |
+
^blk\.28\.ffn_gate_exps\.weight$=q4_k
|
| 327 |
+
^blk\.28\.ffn_gate_shexp\.weight$=q8_0
|
| 328 |
+
^blk\.28\.ffn_up_exps\.weight$=q4_k
|
| 329 |
+
^blk\.28\.ffn_up_shexp\.weight$=q8_0
|
| 330 |
+
^blk\.28\.ssm_out\.weight$=q8_0
|
| 331 |
+
^blk\.29\.attn_gate\.weight$=q8_0
|
| 332 |
+
^blk\.29\.attn_qkv\.weight$=q8_0
|
| 333 |
+
^blk\.29\.ffn_down_exps\.weight$=q4_k
|
| 334 |
+
^blk\.29\.ffn_down_shexp\.weight$=q8_0
|
| 335 |
+
^blk\.29\.ffn_gate_exps\.weight$=q4_k
|
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| 338 |
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| 339 |
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| 344 |
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| 345 |
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| 346 |
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| 347 |
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| 348 |
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| 349 |
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| 355 |
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| 358 |
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| 365 |
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| 367 |
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| 368 |
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| 413 |
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| 414 |
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| 415 |
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| 416 |
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|
| 417 |
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|
| 418 |
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|
| 419 |
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|
| 420 |
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| 425 |
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| 428 |
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| 430 |
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|
| 432 |
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^blk\.39\.ffn_up_shexp\.weight$=q8_0
|
layouts/InternScience_MLExpert-Q4_K_M.layout.json
ADDED
|
@@ -0,0 +1,226 @@
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|
| 1 |
+
{
|
| 2 |
+
"model": "/media/m2teamgroup/models/MLExpert-GGUF/InternScience_MLExpert-bf16.gguf",
|
| 3 |
+
"imatrix": "/media/m2teamgroup/models/MLExpert-GGUF/InternScience_MLExpert-imatrix.gguf",
|
| 4 |
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| 5 |
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| 7 |
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| 8 |
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|
| 18 |
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| 19 |
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| 21 |
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| 22 |
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| 23 |
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},
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| 24 |
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"arch": "moe",
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| 25 |
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| 26 |
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| 27 |
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| 28 |
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| 59 |
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| 60 |
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| 61 |
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| 63 |
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| 64 |
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| 65 |
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| 66 |
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| 67 |
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| 70 |
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| 71 |
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| 72 |
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| 73 |
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| 74 |
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| 75 |
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| 76 |
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| 77 |
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| 78 |
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| 80 |
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| 81 |
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| 82 |
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| 83 |
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|
| 86 |
+
"^blk\\.37\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 87 |
+
"^blk\\.38\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 88 |
+
"^blk\\.38\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32"
|
| 89 |
+
},
|
| 90 |
+
"shape_pins": {},
|
| 91 |
+
"fixed_pins": {
|
| 92 |
+
"blk.0.ssm_alpha.weight": "f32",
|
| 93 |
+
"blk.0.ssm_beta.weight": "f32",
|
| 94 |
+
"blk.1.ssm_alpha.weight": "f32",
|
| 95 |
+
"blk.1.ssm_beta.weight": "f32",
|
| 96 |
+
"blk.2.ssm_alpha.weight": "f32",
|
| 97 |
+
"blk.2.ssm_beta.weight": "f32",
|
| 98 |
+
"blk.4.ssm_alpha.weight": "f32",
|
| 99 |
+
"blk.4.ssm_beta.weight": "f32",
|
| 100 |
+
"blk.5.ssm_alpha.weight": "f32",
|
| 101 |
+
"blk.5.ssm_beta.weight": "f32",
|
| 102 |
+
"blk.6.ssm_alpha.weight": "f32",
|
| 103 |
+
"blk.6.ssm_beta.weight": "f32",
|
| 104 |
+
"blk.8.ssm_alpha.weight": "f32",
|
| 105 |
+
"blk.8.ssm_beta.weight": "f32",
|
| 106 |
+
"blk.9.ssm_alpha.weight": "f32",
|
| 107 |
+
"blk.9.ssm_beta.weight": "f32",
|
| 108 |
+
"blk.10.ssm_alpha.weight": "f32",
|
| 109 |
+
"blk.10.ssm_beta.weight": "f32",
|
| 110 |
+
"blk.12.ssm_alpha.weight": "f32",
|
| 111 |
+
"blk.12.ssm_beta.weight": "f32",
|
| 112 |
+
"blk.13.ssm_alpha.weight": "f32",
|
| 113 |
+
"blk.13.ssm_beta.weight": "f32",
|
| 114 |
+
"blk.14.ssm_alpha.weight": "f32",
|
| 115 |
+
"blk.14.ssm_beta.weight": "f32",
|
| 116 |
+
"blk.16.ssm_alpha.weight": "f32",
|
| 117 |
+
"blk.16.ssm_beta.weight": "f32",
|
| 118 |
+
"blk.17.ssm_alpha.weight": "f32",
|
| 119 |
+
"blk.17.ssm_beta.weight": "f32",
|
| 120 |
+
"blk.18.ssm_alpha.weight": "f32",
|
| 121 |
+
"blk.18.ssm_beta.weight": "f32",
|
| 122 |
+
"blk.20.ssm_alpha.weight": "f32",
|
| 123 |
+
"blk.20.ssm_beta.weight": "f32",
|
| 124 |
+
"blk.21.ssm_alpha.weight": "f32",
|
| 125 |
+
"blk.21.ssm_beta.weight": "f32",
|
| 126 |
+
"blk.22.ssm_alpha.weight": "f32",
|
| 127 |
+
"blk.22.ssm_beta.weight": "f32",
|
| 128 |
+
"blk.24.ssm_alpha.weight": "f32",
|
| 129 |
+
"blk.24.ssm_beta.weight": "f32",
|
| 130 |
+
"blk.25.ssm_alpha.weight": "f32",
|
| 131 |
+
"blk.25.ssm_beta.weight": "f32",
|
| 132 |
+
"blk.26.ssm_alpha.weight": "f32",
|
| 133 |
+
"blk.26.ssm_beta.weight": "f32",
|
| 134 |
+
"blk.28.ssm_alpha.weight": "f32",
|
| 135 |
+
"blk.28.ssm_beta.weight": "f32",
|
| 136 |
+
"blk.29.ssm_alpha.weight": "f32",
|
| 137 |
+
"blk.29.ssm_beta.weight": "f32",
|
| 138 |
+
"blk.30.ssm_alpha.weight": "f32",
|
| 139 |
+
"blk.30.ssm_beta.weight": "f32",
|
| 140 |
+
"blk.32.ssm_alpha.weight": "f32",
|
| 141 |
+
"blk.32.ssm_beta.weight": "f32",
|
| 142 |
+
"blk.33.ssm_alpha.weight": "f32",
|
| 143 |
+
"blk.33.ssm_beta.weight": "f32",
|
| 144 |
+
"blk.34.ssm_alpha.weight": "f32",
|
| 145 |
+
"blk.34.ssm_beta.weight": "f32",
|
| 146 |
+
"blk.36.ssm_alpha.weight": "f32",
|
| 147 |
+
"blk.36.ssm_beta.weight": "f32",
|
| 148 |
+
"blk.37.ssm_alpha.weight": "f32",
|
| 149 |
+
"blk.37.ssm_beta.weight": "f32",
|
| 150 |
+
"blk.38.ssm_alpha.weight": "f32",
|
| 151 |
+
"blk.38.ssm_beta.weight": "f32"
|
| 152 |
+
},
|
| 153 |
+
"embeddings": {
|
| 154 |
+
"output.weight": "q8_0",
|
| 155 |
+
"token_embd.weight": "q8_0"
|
| 156 |
+
},
|
| 157 |
+
"bytes": {
|
| 158 |
+
"heuristic_body+embd": 21275877376,
|
| 159 |
+
"map_body+embd": 22202941440,
|
| 160 |
+
"ratio": 1.0436,
|
| 161 |
+
"note": "quantizable, unpinned tensors only; pinned/unquantized tensors are identical in both"
|
| 162 |
+
},
|
| 163 |
+
"body_base_share": 0.701,
|
| 164 |
+
"body_bpw": 5.027,
|
| 165 |
+
"body_bpw_heuristic": 4.896,
|
| 166 |
+
"total_params": 34660610688,
|
| 167 |
+
"file_bytes_pred": 22307523072,
|
| 168 |
+
"file_bpw_pred": 5.149,
|
| 169 |
+
"histogram": {
|
| 170 |
+
"attn_gate": {
|
| 171 |
+
"q8_0": 30
|
| 172 |
+
},
|
| 173 |
+
"attn_k": {
|
| 174 |
+
"q8_0": 10
|
| 175 |
+
},
|
| 176 |
+
"attn_output": {
|
| 177 |
+
"q8_0": 10
|
| 178 |
+
},
|
| 179 |
+
"attn_q": {
|
| 180 |
+
"q8_0": 10
|
| 181 |
+
},
|
| 182 |
+
"attn_qkv": {
|
| 183 |
+
"q8_0": 30
|
| 184 |
+
},
|
| 185 |
+
"attn_v": {
|
| 186 |
+
"q8_0": 10
|
| 187 |
+
},
|
| 188 |
+
"ffn_down_exps": {
|
| 189 |
+
"q4_k": 30,
|
| 190 |
+
"q6_k": 5,
|
| 191 |
+
"q5_k": 4,
|
| 192 |
+
"q8_0": 1
|
| 193 |
+
},
|
| 194 |
+
"ffn_down_shexp": {
|
| 195 |
+
"q8_0": 40
|
| 196 |
+
},
|
| 197 |
+
"ffn_gate_exps": {
|
| 198 |
+
"q4_k": 39,
|
| 199 |
+
"q6_k": 1
|
| 200 |
+
},
|
| 201 |
+
"ffn_gate_shexp": {
|
| 202 |
+
"q8_0": 40
|
| 203 |
+
},
|
| 204 |
+
"ffn_up_exps": {
|
| 205 |
+
"q4_k": 29,
|
| 206 |
+
"q6_k": 10,
|
| 207 |
+
"q8_0": 1
|
| 208 |
+
},
|
| 209 |
+
"ffn_up_shexp": {
|
| 210 |
+
"q8_0": 40
|
| 211 |
+
},
|
| 212 |
+
"ssm_out": {
|
| 213 |
+
"q8_0": 30
|
| 214 |
+
}
|
| 215 |
+
},
|
| 216 |
+
"prior": "layout/prior.json",
|
| 217 |
+
"pin_rule": "floor",
|
| 218 |
+
"embd_cap": "heur",
|
| 219 |
+
"generator": "auto_quant_v2.layout",
|
| 220 |
+
"generator_key": "3bf8b43e20a68f0b",
|
| 221 |
+
"quant_type": "Q4_K_M",
|
| 222 |
+
"quantize_ftype": "Q4_K_M",
|
| 223 |
+
"llama_cpp_version": "b11716",
|
| 224 |
+
"unknown_kinds": {},
|
| 225 |
+
"commit": "0933d56cdc75d35ccd1973a9eebfe2cafbd935d5"
|
| 226 |
+
}
|
layouts/InternScience_MLExpert-Q4_K_M.tensor-types.txt
ADDED
|
@@ -0,0 +1,432 @@
|
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|
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|
|
|
|
| 1 |
+
^blk\.0\.ssm_alpha\.weight$=f32
|
| 2 |
+
^blk\.0\.ssm_beta\.weight$=f32
|
| 3 |
+
^blk\.1\.ssm_alpha\.weight$=f32
|
| 4 |
+
^blk\.1\.ssm_beta\.weight$=f32
|
| 5 |
+
^blk\.2\.ssm_alpha\.weight$=f32
|
| 6 |
+
^blk\.2\.ssm_beta\.weight$=f32
|
| 7 |
+
^blk\.4\.ssm_alpha\.weight$=f32
|
| 8 |
+
^blk\.4\.ssm_beta\.weight$=f32
|
| 9 |
+
^blk\.5\.ssm_alpha\.weight$=f32
|
| 10 |
+
^blk\.5\.ssm_beta\.weight$=f32
|
| 11 |
+
^blk\.6\.ssm_alpha\.weight$=f32
|
| 12 |
+
^blk\.6\.ssm_beta\.weight$=f32
|
| 13 |
+
^blk\.8\.ssm_alpha\.weight$=f32
|
| 14 |
+
^blk\.8\.ssm_beta\.weight$=f32
|
| 15 |
+
^blk\.9\.ssm_alpha\.weight$=f32
|
| 16 |
+
^blk\.9\.ssm_beta\.weight$=f32
|
| 17 |
+
^blk\.10\.ssm_alpha\.weight$=f32
|
| 18 |
+
^blk\.10\.ssm_beta\.weight$=f32
|
| 19 |
+
^blk\.12\.ssm_alpha\.weight$=f32
|
| 20 |
+
^blk\.12\.ssm_beta\.weight$=f32
|
| 21 |
+
^blk\.13\.ssm_alpha\.weight$=f32
|
| 22 |
+
^blk\.13\.ssm_beta\.weight$=f32
|
| 23 |
+
^blk\.14\.ssm_alpha\.weight$=f32
|
| 24 |
+
^blk\.14\.ssm_beta\.weight$=f32
|
| 25 |
+
^blk\.16\.ssm_alpha\.weight$=f32
|
| 26 |
+
^blk\.16\.ssm_beta\.weight$=f32
|
| 27 |
+
^blk\.17\.ssm_alpha\.weight$=f32
|
| 28 |
+
^blk\.17\.ssm_beta\.weight$=f32
|
| 29 |
+
^blk\.18\.ssm_alpha\.weight$=f32
|
| 30 |
+
^blk\.18\.ssm_beta\.weight$=f32
|
| 31 |
+
^blk\.20\.ssm_alpha\.weight$=f32
|
| 32 |
+
^blk\.20\.ssm_beta\.weight$=f32
|
| 33 |
+
^blk\.21\.ssm_alpha\.weight$=f32
|
| 34 |
+
^blk\.21\.ssm_beta\.weight$=f32
|
| 35 |
+
^blk\.22\.ssm_alpha\.weight$=f32
|
| 36 |
+
^blk\.22\.ssm_beta\.weight$=f32
|
| 37 |
+
^blk\.24\.ssm_alpha\.weight$=f32
|
| 38 |
+
^blk\.24\.ssm_beta\.weight$=f32
|
| 39 |
+
^blk\.25\.ssm_alpha\.weight$=f32
|
| 40 |
+
^blk\.25\.ssm_beta\.weight$=f32
|
| 41 |
+
^blk\.26\.ssm_alpha\.weight$=f32
|
| 42 |
+
^blk\.26\.ssm_beta\.weight$=f32
|
| 43 |
+
^blk\.28\.ssm_alpha\.weight$=f32
|
| 44 |
+
^blk\.28\.ssm_beta\.weight$=f32
|
| 45 |
+
^blk\.29\.ssm_alpha\.weight$=f32
|
| 46 |
+
^blk\.29\.ssm_beta\.weight$=f32
|
| 47 |
+
^blk\.30\.ssm_alpha\.weight$=f32
|
| 48 |
+
^blk\.30\.ssm_beta\.weight$=f32
|
| 49 |
+
^blk\.32\.ssm_alpha\.weight$=f32
|
| 50 |
+
^blk\.32\.ssm_beta\.weight$=f32
|
| 51 |
+
^blk\.33\.ssm_alpha\.weight$=f32
|
| 52 |
+
^blk\.33\.ssm_beta\.weight$=f32
|
| 53 |
+
^blk\.34\.ssm_alpha\.weight$=f32
|
| 54 |
+
^blk\.34\.ssm_beta\.weight$=f32
|
| 55 |
+
^blk\.36\.ssm_alpha\.weight$=f32
|
| 56 |
+
^blk\.36\.ssm_beta\.weight$=f32
|
| 57 |
+
^blk\.37\.ssm_alpha\.weight$=f32
|
| 58 |
+
^blk\.37\.ssm_beta\.weight$=f32
|
| 59 |
+
^blk\.38\.ssm_alpha\.weight$=f32
|
| 60 |
+
^blk\.38\.ssm_beta\.weight$=f32
|
| 61 |
+
^output\.weight$=q8_0
|
| 62 |
+
^token_embd\.weight$=q8_0
|
| 63 |
+
^blk\.0\.attn_gate\.weight$=q8_0
|
| 64 |
+
^blk\.0\.attn_qkv\.weight$=q8_0
|
| 65 |
+
^blk\.0\.ffn_down_exps\.weight$=q6_k
|
| 66 |
+
^blk\.0\.ffn_down_shexp\.weight$=q8_0
|
| 67 |
+
^blk\.0\.ffn_gate_exps\.weight$=q4_k
|
| 68 |
+
^blk\.0\.ffn_gate_shexp\.weight$=q8_0
|
| 69 |
+
^blk\.0\.ffn_up_exps\.weight$=q6_k
|
| 70 |
+
^blk\.0\.ffn_up_shexp\.weight$=q8_0
|
| 71 |
+
^blk\.0\.ssm_out\.weight$=q8_0
|
| 72 |
+
^blk\.1\.attn_gate\.weight$=q8_0
|
| 73 |
+
^blk\.1\.attn_qkv\.weight$=q8_0
|
| 74 |
+
^blk\.1\.ffn_down_exps\.weight$=q5_k
|
| 75 |
+
^blk\.1\.ffn_down_shexp\.weight$=q8_0
|
| 76 |
+
^blk\.1\.ffn_gate_exps\.weight$=q4_k
|
| 77 |
+
^blk\.1\.ffn_gate_shexp\.weight$=q8_0
|
| 78 |
+
^blk\.1\.ffn_up_exps\.weight$=q6_k
|
| 79 |
+
^blk\.1\.ffn_up_shexp\.weight$=q8_0
|
| 80 |
+
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|
| 81 |
+
^blk\.2\.attn_gate\.weight$=q8_0
|
| 82 |
+
^blk\.2\.attn_qkv\.weight$=q8_0
|
| 83 |
+
^blk\.2\.ffn_down_exps\.weight$=q5_k
|
| 84 |
+
^blk\.2\.ffn_down_shexp\.weight$=q8_0
|
| 85 |
+
^blk\.2\.ffn_gate_exps\.weight$=q4_k
|
| 86 |
+
^blk\.2\.ffn_gate_shexp\.weight$=q8_0
|
| 87 |
+
^blk\.2\.ffn_up_exps\.weight$=q6_k
|
| 88 |
+
^blk\.2\.ffn_up_shexp\.weight$=q8_0
|
| 89 |
+
^blk\.2\.ssm_out\.weight$=q8_0
|
| 90 |
+
^blk\.3\.attn_k\.weight$=q8_0
|
| 91 |
+
^blk\.3\.attn_output\.weight$=q8_0
|
| 92 |
+
^blk\.3\.attn_q\.weight$=q8_0
|
| 93 |
+
^blk\.3\.attn_v\.weight$=q8_0
|
| 94 |
+
^blk\.3\.ffn_down_exps\.weight$=q6_k
|
| 95 |
+
^blk\.3\.ffn_down_shexp\.weight$=q8_0
|
| 96 |
+
^blk\.3\.ffn_gate_exps\.weight$=q4_k
|
| 97 |
+
^blk\.3\.ffn_gate_shexp\.weight$=q8_0
|
| 98 |
+
^blk\.3\.ffn_up_exps\.weight$=q6_k
|
| 99 |
+
^blk\.3\.ffn_up_shexp\.weight$=q8_0
|
| 100 |
+
^blk\.4\.attn_gate\.weight$=q8_0
|
| 101 |
+
^blk\.4\.attn_qkv\.weight$=q8_0
|
| 102 |
+
^blk\.4\.ffn_down_exps\.weight$=q5_k
|
| 103 |
+
^blk\.4\.ffn_down_shexp\.weight$=q8_0
|
| 104 |
+
^blk\.4\.ffn_gate_exps\.weight$=q4_k
|
| 105 |
+
^blk\.4\.ffn_gate_shexp\.weight$=q8_0
|
| 106 |
+
^blk\.4\.ffn_up_exps\.weight$=q6_k
|
| 107 |
+
^blk\.4\.ffn_up_shexp\.weight$=q8_0
|
| 108 |
+
^blk\.4\.ssm_out\.weight$=q8_0
|
| 109 |
+
^blk\.5\.attn_gate\.weight$=q8_0
|
| 110 |
+
^blk\.5\.attn_qkv\.weight$=q8_0
|
| 111 |
+
^blk\.5\.ffn_down_exps\.weight$=q5_k
|
| 112 |
+
^blk\.5\.ffn_down_shexp\.weight$=q8_0
|
| 113 |
+
^blk\.5\.ffn_gate_exps\.weight$=q4_k
|
| 114 |
+
^blk\.5\.ffn_gate_shexp\.weight$=q8_0
|
| 115 |
+
^blk\.5\.ffn_up_exps\.weight$=q6_k
|
| 116 |
+
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|
| 117 |
+
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|
| 118 |
+
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|
| 119 |
+
^blk\.6\.attn_qkv\.weight$=q8_0
|
| 120 |
+
^blk\.6\.ffn_down_exps\.weight$=q4_k
|
| 121 |
+
^blk\.6\.ffn_down_shexp\.weight$=q8_0
|
| 122 |
+
^blk\.6\.ffn_gate_exps\.weight$=q4_k
|
| 123 |
+
^blk\.6\.ffn_gate_shexp\.weight$=q8_0
|
| 124 |
+
^blk\.6\.ffn_up_exps\.weight$=q6_k
|
| 125 |
+
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|
| 126 |
+
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|
| 127 |
+
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|
| 128 |
+
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|
| 129 |
+
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|
| 130 |
+
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|
| 131 |
+
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|
| 132 |
+
^blk\.7\.ffn_down_shexp\.weight$=q8_0
|
| 133 |
+
^blk\.7\.ffn_gate_exps\.weight$=q4_k
|
| 134 |
+
^blk\.7\.ffn_gate_shexp\.weight$=q8_0
|
| 135 |
+
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|
| 136 |
+
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|
| 137 |
+
^blk\.8\.attn_gate\.weight$=q8_0
|
| 138 |
+
^blk\.8\.attn_qkv\.weight$=q8_0
|
| 139 |
+
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|
| 140 |
+
^blk\.8\.ffn_down_shexp\.weight$=q8_0
|
| 141 |
+
^blk\.8\.ffn_gate_exps\.weight$=q4_k
|
| 142 |
+
^blk\.8\.ffn_gate_shexp\.weight$=q8_0
|
| 143 |
+
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|
| 144 |
+
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|
| 145 |
+
^blk\.8\.ssm_out\.weight$=q8_0
|
| 146 |
+
^blk\.9\.attn_gate\.weight$=q8_0
|
| 147 |
+
^blk\.9\.attn_qkv\.weight$=q8_0
|
| 148 |
+
^blk\.9\.ffn_down_exps\.weight$=q4_k
|
| 149 |
+
^blk\.9\.ffn_down_shexp\.weight$=q8_0
|
| 150 |
+
^blk\.9\.ffn_gate_exps\.weight$=q4_k
|
| 151 |
+
^blk\.9\.ffn_gate_shexp\.weight$=q8_0
|
| 152 |
+
^blk\.9\.ffn_up_exps\.weight$=q6_k
|
| 153 |
+
^blk\.9\.ffn_up_shexp\.weight$=q8_0
|
| 154 |
+
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|
| 155 |
+
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|
| 156 |
+
^blk\.10\.attn_qkv\.weight$=q8_0
|
| 157 |
+
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|
| 158 |
+
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|
| 159 |
+
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|
| 160 |
+
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|
| 161 |
+
^blk\.10\.ffn_up_exps\.weight$=q4_k
|
| 162 |
+
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|
| 163 |
+
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|
| 164 |
+
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|
| 165 |
+
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|
| 166 |
+
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|
| 167 |
+
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|
| 168 |
+
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|
| 169 |
+
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|
| 170 |
+
^blk\.11\.ffn_gate_exps\.weight$=q4_k
|
| 171 |
+
^blk\.11\.ffn_gate_shexp\.weight$=q8_0
|
| 172 |
+
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|
| 173 |
+
^blk\.11\.ffn_up_shexp\.weight$=q8_0
|
| 174 |
+
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|
| 175 |
+
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|
| 176 |
+
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|
| 177 |
+
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|
| 178 |
+
^blk\.12\.ffn_gate_exps\.weight$=q4_k
|
| 179 |
+
^blk\.12\.ffn_gate_shexp\.weight$=q8_0
|
| 180 |
+
^blk\.12\.ffn_up_exps\.weight$=q4_k
|
| 181 |
+
^blk\.12\.ffn_up_shexp\.weight$=q8_0
|
| 182 |
+
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|
| 183 |
+
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|
| 184 |
+
^blk\.13\.attn_qkv\.weight$=q8_0
|
| 185 |
+
^blk\.13\.ffn_down_exps\.weight$=q4_k
|
| 186 |
+
^blk\.13\.ffn_down_shexp\.weight$=q8_0
|
| 187 |
+
^blk\.13\.ffn_gate_exps\.weight$=q4_k
|
| 188 |
+
^blk\.13\.ffn_gate_shexp\.weight$=q8_0
|
| 189 |
+
^blk\.13\.ffn_up_exps\.weight$=q4_k
|
| 190 |
+
^blk\.13\.ffn_up_shexp\.weight$=q8_0
|
| 191 |
+
^blk\.13\.ssm_out\.weight$=q8_0
|
| 192 |
+
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|
| 193 |
+
^blk\.14\.attn_qkv\.weight$=q8_0
|
| 194 |
+
^blk\.14\.ffn_down_exps\.weight$=q4_k
|
| 195 |
+
^blk\.14\.ffn_down_shexp\.weight$=q8_0
|
| 196 |
+
^blk\.14\.ffn_gate_exps\.weight$=q4_k
|
| 197 |
+
^blk\.14\.ffn_gate_shexp\.weight$=q8_0
|
| 198 |
+
^blk\.14\.ffn_up_exps\.weight$=q4_k
|
| 199 |
+
^blk\.14\.ffn_up_shexp\.weight$=q8_0
|
| 200 |
+
^blk\.14\.ssm_out\.weight$=q8_0
|
| 201 |
+
^blk\.15\.attn_k\.weight$=q8_0
|
| 202 |
+
^blk\.15\.attn_output\.weight$=q8_0
|
| 203 |
+
^blk\.15\.attn_q\.weight$=q8_0
|
| 204 |
+
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|
| 205 |
+
^blk\.15\.ffn_down_exps\.weight$=q4_k
|
| 206 |
+
^blk\.15\.ffn_down_shexp\.weight$=q8_0
|
| 207 |
+
^blk\.15\.ffn_gate_exps\.weight$=q4_k
|
| 208 |
+
^blk\.15\.ffn_gate_shexp\.weight$=q8_0
|
| 209 |
+
^blk\.15\.ffn_up_exps\.weight$=q4_k
|
| 210 |
+
^blk\.15\.ffn_up_shexp\.weight$=q8_0
|
| 211 |
+
^blk\.16\.attn_gate\.weight$=q8_0
|
| 212 |
+
^blk\.16\.attn_qkv\.weight$=q8_0
|
| 213 |
+
^blk\.16\.ffn_down_exps\.weight$=q4_k
|
| 214 |
+
^blk\.16\.ffn_down_shexp\.weight$=q8_0
|
| 215 |
+
^blk\.16\.ffn_gate_exps\.weight$=q4_k
|
| 216 |
+
^blk\.16\.ffn_gate_shexp\.weight$=q8_0
|
| 217 |
+
^blk\.16\.ffn_up_exps\.weight$=q4_k
|
| 218 |
+
^blk\.16\.ffn_up_shexp\.weight$=q8_0
|
| 219 |
+
^blk\.16\.ssm_out\.weight$=q8_0
|
| 220 |
+
^blk\.17\.attn_gate\.weight$=q8_0
|
| 221 |
+
^blk\.17\.attn_qkv\.weight$=q8_0
|
| 222 |
+
^blk\.17\.ffn_down_exps\.weight$=q4_k
|
| 223 |
+
^blk\.17\.ffn_down_shexp\.weight$=q8_0
|
| 224 |
+
^blk\.17\.ffn_gate_exps\.weight$=q4_k
|
| 225 |
+
^blk\.17\.ffn_gate_shexp\.weight$=q8_0
|
| 226 |
+
^blk\.17\.ffn_up_exps\.weight$=q4_k
|
| 227 |
+
^blk\.17\.ffn_up_shexp\.weight$=q8_0
|
| 228 |
+
^blk\.17\.ssm_out\.weight$=q8_0
|
| 229 |
+
^blk\.18\.attn_gate\.weight$=q8_0
|
| 230 |
+
^blk\.18\.attn_qkv\.weight$=q8_0
|
| 231 |
+
^blk\.18\.ffn_down_exps\.weight$=q4_k
|
| 232 |
+
^blk\.18\.ffn_down_shexp\.weight$=q8_0
|
| 233 |
+
^blk\.18\.ffn_gate_exps\.weight$=q4_k
|
| 234 |
+
^blk\.18\.ffn_gate_shexp\.weight$=q8_0
|
| 235 |
+
^blk\.18\.ffn_up_exps\.weight$=q4_k
|
| 236 |
+
^blk\.18\.ffn_up_shexp\.weight$=q8_0
|
| 237 |
+
^blk\.18\.ssm_out\.weight$=q8_0
|
| 238 |
+
^blk\.19\.attn_k\.weight$=q8_0
|
| 239 |
+
^blk\.19\.attn_output\.weight$=q8_0
|
| 240 |
+
^blk\.19\.attn_q\.weight$=q8_0
|
| 241 |
+
^blk\.19\.attn_v\.weight$=q8_0
|
| 242 |
+
^blk\.19\.ffn_down_exps\.weight$=q4_k
|
| 243 |
+
^blk\.19\.ffn_down_shexp\.weight$=q8_0
|
| 244 |
+
^blk\.19\.ffn_gate_exps\.weight$=q4_k
|
| 245 |
+
^blk\.19\.ffn_gate_shexp\.weight$=q8_0
|
| 246 |
+
^blk\.19\.ffn_up_exps\.weight$=q4_k
|
| 247 |
+
^blk\.19\.ffn_up_shexp\.weight$=q8_0
|
| 248 |
+
^blk\.20\.attn_gate\.weight$=q8_0
|
| 249 |
+
^blk\.20\.attn_qkv\.weight$=q8_0
|
| 250 |
+
^blk\.20\.ffn_down_exps\.weight$=q4_k
|
| 251 |
+
^blk\.20\.ffn_down_shexp\.weight$=q8_0
|
| 252 |
+
^blk\.20\.ffn_gate_exps\.weight$=q4_k
|
| 253 |
+
^blk\.20\.ffn_gate_shexp\.weight$=q8_0
|
| 254 |
+
^blk\.20\.ffn_up_exps\.weight$=q4_k
|
| 255 |
+
^blk\.20\.ffn_up_shexp\.weight$=q8_0
|
| 256 |
+
^blk\.20\.ssm_out\.weight$=q8_0
|
| 257 |
+
^blk\.21\.attn_gate\.weight$=q8_0
|
| 258 |
+
^blk\.21\.attn_qkv\.weight$=q8_0
|
| 259 |
+
^blk\.21\.ffn_down_exps\.weight$=q4_k
|
| 260 |
+
^blk\.21\.ffn_down_shexp\.weight$=q8_0
|
| 261 |
+
^blk\.21\.ffn_gate_exps\.weight$=q4_k
|
| 262 |
+
^blk\.21\.ffn_gate_shexp\.weight$=q8_0
|
| 263 |
+
^blk\.21\.ffn_up_exps\.weight$=q4_k
|
| 264 |
+
^blk\.21\.ffn_up_shexp\.weight$=q8_0
|
| 265 |
+
^blk\.21\.ssm_out\.weight$=q8_0
|
| 266 |
+
^blk\.22\.attn_gate\.weight$=q8_0
|
| 267 |
+
^blk\.22\.attn_qkv\.weight$=q8_0
|
| 268 |
+
^blk\.22\.ffn_down_exps\.weight$=q4_k
|
| 269 |
+
^blk\.22\.ffn_down_shexp\.weight$=q8_0
|
| 270 |
+
^blk\.22\.ffn_gate_exps\.weight$=q4_k
|
| 271 |
+
^blk\.22\.ffn_gate_shexp\.weight$=q8_0
|
| 272 |
+
^blk\.22\.ffn_up_exps\.weight$=q4_k
|
| 273 |
+
^blk\.22\.ffn_up_shexp\.weight$=q8_0
|
| 274 |
+
^blk\.22\.ssm_out\.weight$=q8_0
|
| 275 |
+
^blk\.23\.attn_k\.weight$=q8_0
|
| 276 |
+
^blk\.23\.attn_output\.weight$=q8_0
|
| 277 |
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^blk\.23\.attn_q\.weight$=q8_0
|
| 278 |
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|
| 279 |
+
^blk\.23\.ffn_down_exps\.weight$=q4_k
|
| 280 |
+
^blk\.23\.ffn_down_shexp\.weight$=q8_0
|
| 281 |
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^blk\.23\.ffn_gate_exps\.weight$=q4_k
|
| 282 |
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^blk\.23\.ffn_gate_shexp\.weight$=q8_0
|
| 283 |
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^blk\.23\.ffn_up_exps\.weight$=q4_k
|
| 284 |
+
^blk\.23\.ffn_up_shexp\.weight$=q8_0
|
| 285 |
+
^blk\.24\.attn_gate\.weight$=q8_0
|
| 286 |
+
^blk\.24\.attn_qkv\.weight$=q8_0
|
| 287 |
+
^blk\.24\.ffn_down_exps\.weight$=q4_k
|
| 288 |
+
^blk\.24\.ffn_down_shexp\.weight$=q8_0
|
| 289 |
+
^blk\.24\.ffn_gate_exps\.weight$=q4_k
|
| 290 |
+
^blk\.24\.ffn_gate_shexp\.weight$=q8_0
|
| 291 |
+
^blk\.24\.ffn_up_exps\.weight$=q4_k
|
| 292 |
+
^blk\.24\.ffn_up_shexp\.weight$=q8_0
|
| 293 |
+
^blk\.24\.ssm_out\.weight$=q8_0
|
| 294 |
+
^blk\.25\.attn_gate\.weight$=q8_0
|
| 295 |
+
^blk\.25\.attn_qkv\.weight$=q8_0
|
| 296 |
+
^blk\.25\.ffn_down_exps\.weight$=q4_k
|
| 297 |
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|
| 298 |
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|
| 299 |
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|
| 300 |
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| 301 |
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| 302 |
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|
| 303 |
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| 304 |
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| 305 |
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| 307 |
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|
| 308 |
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| 309 |
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|
| 310 |
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| 311 |
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| 312 |
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| 313 |
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|
| 314 |
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| 315 |
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|
| 316 |
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|
| 317 |
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|
| 318 |
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|
| 319 |
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|
| 320 |
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| 321 |
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| 322 |
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|
| 325 |
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| 326 |
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|
| 327 |
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|
| 328 |
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|
| 329 |
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|
| 330 |
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|
| 331 |
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|
| 332 |
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|
| 333 |
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|
| 334 |
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|
| 335 |
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^blk\.29\.ffn_gate_exps\.weight$=q4_k
|
| 336 |
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|
| 337 |
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|
| 338 |
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|
| 339 |
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|
| 340 |
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|
| 341 |
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|
| 342 |
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|
| 343 |
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^blk\.30\.ffn_down_shexp\.weight$=q8_0
|
| 344 |
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^blk\.30\.ffn_gate_exps\.weight$=q4_k
|
| 345 |
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|
| 346 |
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|
| 347 |
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^blk\.30\.ffn_up_shexp\.weight$=q8_0
|
| 348 |
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^blk\.30\.ssm_out\.weight$=q8_0
|
| 349 |
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|
| 350 |
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^blk\.31\.attn_output\.weight$=q8_0
|
| 351 |
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|
| 352 |
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^blk\.31\.attn_v\.weight$=q8_0
|
| 353 |
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|
| 354 |
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|
| 355 |
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^blk\.31\.ffn_gate_exps\.weight$=q4_k
|
| 356 |
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^blk\.31\.ffn_gate_shexp\.weight$=q8_0
|
| 357 |
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| 358 |
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| 359 |
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|
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|
| 362 |
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|
| 363 |
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^blk\.32\.ffn_gate_exps\.weight$=q4_k
|
| 364 |
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|
| 365 |
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|
| 366 |
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|
| 367 |
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^blk\.32\.ssm_out\.weight$=q8_0
|
| 368 |
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| 369 |
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| 371 |
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| 372 |
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| 373 |
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| 390 |
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|
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|
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|
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|
| 403 |
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| 404 |
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| 405 |
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|
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| 416 |
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|
| 432 |
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layouts/InternScience_MLExpert-Q4_K_S.layout.json
ADDED
|
@@ -0,0 +1,222 @@
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|
| 1 |
+
{
|
| 2 |
+
"model": "/media/m2teamgroup/models/MLExpert-GGUF/InternScience_MLExpert-bf16.gguf",
|
| 3 |
+
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|
| 4 |
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| 5 |
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| 6 |
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| 7 |
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| 8 |
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| 11 |
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| 15 |
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| 16 |
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|
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| 18 |
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},
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| 19 |
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| 20 |
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|
| 21 |
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|
| 22 |
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}
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| 23 |
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},
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| 24 |
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| 25 |
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| 26 |
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| 28 |
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| 29 |
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| 31 |
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| 32 |
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| 33 |
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|
| 34 |
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|
| 35 |
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| 36 |
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| 37 |
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| 39 |
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| 47 |
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| 48 |
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|
| 49 |
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|
| 50 |
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|
| 51 |
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| 52 |
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| 53 |
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|
| 54 |
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|
| 55 |
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| 56 |
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| 57 |
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| 58 |
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| 59 |
+
"^blk\\.20\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 60 |
+
"^blk\\.20\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 61 |
+
"^blk\\.21\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 62 |
+
"^blk\\.21\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 63 |
+
"^blk\\.22\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 64 |
+
"^blk\\.22\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 65 |
+
"^blk\\.24\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 66 |
+
"^blk\\.24\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 67 |
+
"^blk\\.25\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 68 |
+
"^blk\\.25\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 69 |
+
"^blk\\.26\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 70 |
+
"^blk\\.26\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 71 |
+
"^blk\\.28\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 72 |
+
"^blk\\.28\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 73 |
+
"^blk\\.29\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 74 |
+
"^blk\\.29\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 75 |
+
"^blk\\.30\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 76 |
+
"^blk\\.30\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 77 |
+
"^blk\\.32\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 78 |
+
"^blk\\.32\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 79 |
+
"^blk\\.33\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 80 |
+
"^blk\\.33\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 81 |
+
"^blk\\.34\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 82 |
+
"^blk\\.34\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 83 |
+
"^blk\\.36\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 84 |
+
"^blk\\.36\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 85 |
+
"^blk\\.37\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 86 |
+
"^blk\\.37\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 87 |
+
"^blk\\.38\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 88 |
+
"^blk\\.38\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32"
|
| 89 |
+
},
|
| 90 |
+
"shape_pins": {},
|
| 91 |
+
"fixed_pins": {
|
| 92 |
+
"blk.0.ssm_alpha.weight": "f32",
|
| 93 |
+
"blk.0.ssm_beta.weight": "f32",
|
| 94 |
+
"blk.1.ssm_alpha.weight": "f32",
|
| 95 |
+
"blk.1.ssm_beta.weight": "f32",
|
| 96 |
+
"blk.2.ssm_alpha.weight": "f32",
|
| 97 |
+
"blk.2.ssm_beta.weight": "f32",
|
| 98 |
+
"blk.4.ssm_alpha.weight": "f32",
|
| 99 |
+
"blk.4.ssm_beta.weight": "f32",
|
| 100 |
+
"blk.5.ssm_alpha.weight": "f32",
|
| 101 |
+
"blk.5.ssm_beta.weight": "f32",
|
| 102 |
+
"blk.6.ssm_alpha.weight": "f32",
|
| 103 |
+
"blk.6.ssm_beta.weight": "f32",
|
| 104 |
+
"blk.8.ssm_alpha.weight": "f32",
|
| 105 |
+
"blk.8.ssm_beta.weight": "f32",
|
| 106 |
+
"blk.9.ssm_alpha.weight": "f32",
|
| 107 |
+
"blk.9.ssm_beta.weight": "f32",
|
| 108 |
+
"blk.10.ssm_alpha.weight": "f32",
|
| 109 |
+
"blk.10.ssm_beta.weight": "f32",
|
| 110 |
+
"blk.12.ssm_alpha.weight": "f32",
|
| 111 |
+
"blk.12.ssm_beta.weight": "f32",
|
| 112 |
+
"blk.13.ssm_alpha.weight": "f32",
|
| 113 |
+
"blk.13.ssm_beta.weight": "f32",
|
| 114 |
+
"blk.14.ssm_alpha.weight": "f32",
|
| 115 |
+
"blk.14.ssm_beta.weight": "f32",
|
| 116 |
+
"blk.16.ssm_alpha.weight": "f32",
|
| 117 |
+
"blk.16.ssm_beta.weight": "f32",
|
| 118 |
+
"blk.17.ssm_alpha.weight": "f32",
|
| 119 |
+
"blk.17.ssm_beta.weight": "f32",
|
| 120 |
+
"blk.18.ssm_alpha.weight": "f32",
|
| 121 |
+
"blk.18.ssm_beta.weight": "f32",
|
| 122 |
+
"blk.20.ssm_alpha.weight": "f32",
|
| 123 |
+
"blk.20.ssm_beta.weight": "f32",
|
| 124 |
+
"blk.21.ssm_alpha.weight": "f32",
|
| 125 |
+
"blk.21.ssm_beta.weight": "f32",
|
| 126 |
+
"blk.22.ssm_alpha.weight": "f32",
|
| 127 |
+
"blk.22.ssm_beta.weight": "f32",
|
| 128 |
+
"blk.24.ssm_alpha.weight": "f32",
|
| 129 |
+
"blk.24.ssm_beta.weight": "f32",
|
| 130 |
+
"blk.25.ssm_alpha.weight": "f32",
|
| 131 |
+
"blk.25.ssm_beta.weight": "f32",
|
| 132 |
+
"blk.26.ssm_alpha.weight": "f32",
|
| 133 |
+
"blk.26.ssm_beta.weight": "f32",
|
| 134 |
+
"blk.28.ssm_alpha.weight": "f32",
|
| 135 |
+
"blk.28.ssm_beta.weight": "f32",
|
| 136 |
+
"blk.29.ssm_alpha.weight": "f32",
|
| 137 |
+
"blk.29.ssm_beta.weight": "f32",
|
| 138 |
+
"blk.30.ssm_alpha.weight": "f32",
|
| 139 |
+
"blk.30.ssm_beta.weight": "f32",
|
| 140 |
+
"blk.32.ssm_alpha.weight": "f32",
|
| 141 |
+
"blk.32.ssm_beta.weight": "f32",
|
| 142 |
+
"blk.33.ssm_alpha.weight": "f32",
|
| 143 |
+
"blk.33.ssm_beta.weight": "f32",
|
| 144 |
+
"blk.34.ssm_alpha.weight": "f32",
|
| 145 |
+
"blk.34.ssm_beta.weight": "f32",
|
| 146 |
+
"blk.36.ssm_alpha.weight": "f32",
|
| 147 |
+
"blk.36.ssm_beta.weight": "f32",
|
| 148 |
+
"blk.37.ssm_alpha.weight": "f32",
|
| 149 |
+
"blk.37.ssm_beta.weight": "f32",
|
| 150 |
+
"blk.38.ssm_alpha.weight": "f32",
|
| 151 |
+
"blk.38.ssm_beta.weight": "f32"
|
| 152 |
+
},
|
| 153 |
+
"embeddings": {
|
| 154 |
+
"output.weight": "q8_0",
|
| 155 |
+
"token_embd.weight": "q8_0"
|
| 156 |
+
},
|
| 157 |
+
"bytes": {
|
| 158 |
+
"heuristic_body+embd": 20477157376,
|
| 159 |
+
"map_body+embd": 20831404032,
|
| 160 |
+
"ratio": 1.0173,
|
| 161 |
+
"note": "quantizable, unpinned tensors only; pinned/unquantized tensors are identical in both"
|
| 162 |
+
},
|
| 163 |
+
"body_base_share": 0.902,
|
| 164 |
+
"body_bpw": 4.7,
|
| 165 |
+
"body_bpw_heuristic": 4.706,
|
| 166 |
+
"total_params": 34660610688,
|
| 167 |
+
"file_bytes_pred": 20935985664,
|
| 168 |
+
"file_bpw_pred": 4.832,
|
| 169 |
+
"histogram": {
|
| 170 |
+
"attn_gate": {
|
| 171 |
+
"q8_0": 30
|
| 172 |
+
},
|
| 173 |
+
"attn_k": {
|
| 174 |
+
"q8_0": 10
|
| 175 |
+
},
|
| 176 |
+
"attn_output": {
|
| 177 |
+
"q8_0": 10
|
| 178 |
+
},
|
| 179 |
+
"attn_q": {
|
| 180 |
+
"q8_0": 10
|
| 181 |
+
},
|
| 182 |
+
"attn_qkv": {
|
| 183 |
+
"q8_0": 30
|
| 184 |
+
},
|
| 185 |
+
"attn_v": {
|
| 186 |
+
"q8_0": 10
|
| 187 |
+
},
|
| 188 |
+
"ffn_down_exps": {
|
| 189 |
+
"q4_k": 39,
|
| 190 |
+
"q6_k": 1
|
| 191 |
+
},
|
| 192 |
+
"ffn_down_shexp": {
|
| 193 |
+
"q8_0": 40
|
| 194 |
+
},
|
| 195 |
+
"ffn_gate_exps": {
|
| 196 |
+
"q4_k": 40
|
| 197 |
+
},
|
| 198 |
+
"ffn_gate_shexp": {
|
| 199 |
+
"q8_0": 40
|
| 200 |
+
},
|
| 201 |
+
"ffn_up_exps": {
|
| 202 |
+
"q4_k": 39,
|
| 203 |
+
"q6_k": 1
|
| 204 |
+
},
|
| 205 |
+
"ffn_up_shexp": {
|
| 206 |
+
"q8_0": 40
|
| 207 |
+
},
|
| 208 |
+
"ssm_out": {
|
| 209 |
+
"q8_0": 30
|
| 210 |
+
}
|
| 211 |
+
},
|
| 212 |
+
"prior": "layout/prior.json",
|
| 213 |
+
"pin_rule": "floor",
|
| 214 |
+
"embd_cap": "heur",
|
| 215 |
+
"generator": "auto_quant_v2.layout",
|
| 216 |
+
"generator_key": "3bf8b43e20a68f0b",
|
| 217 |
+
"quant_type": "Q4_K_S",
|
| 218 |
+
"quantize_ftype": "Q4_K_S",
|
| 219 |
+
"llama_cpp_version": "b11716",
|
| 220 |
+
"unknown_kinds": {},
|
| 221 |
+
"commit": "0933d56cdc75d35ccd1973a9eebfe2cafbd935d5"
|
| 222 |
+
}
|
layouts/InternScience_MLExpert-Q4_K_S.tensor-types.txt
ADDED
|
@@ -0,0 +1,432 @@
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|
| 1 |
+
^blk\.0\.ssm_alpha\.weight$=f32
|
| 2 |
+
^blk\.0\.ssm_beta\.weight$=f32
|
| 3 |
+
^blk\.1\.ssm_alpha\.weight$=f32
|
| 4 |
+
^blk\.1\.ssm_beta\.weight$=f32
|
| 5 |
+
^blk\.2\.ssm_alpha\.weight$=f32
|
| 6 |
+
^blk\.2\.ssm_beta\.weight$=f32
|
| 7 |
+
^blk\.4\.ssm_alpha\.weight$=f32
|
| 8 |
+
^blk\.4\.ssm_beta\.weight$=f32
|
| 9 |
+
^blk\.5\.ssm_alpha\.weight$=f32
|
| 10 |
+
^blk\.5\.ssm_beta\.weight$=f32
|
| 11 |
+
^blk\.6\.ssm_alpha\.weight$=f32
|
| 12 |
+
^blk\.6\.ssm_beta\.weight$=f32
|
| 13 |
+
^blk\.8\.ssm_alpha\.weight$=f32
|
| 14 |
+
^blk\.8\.ssm_beta\.weight$=f32
|
| 15 |
+
^blk\.9\.ssm_alpha\.weight$=f32
|
| 16 |
+
^blk\.9\.ssm_beta\.weight$=f32
|
| 17 |
+
^blk\.10\.ssm_alpha\.weight$=f32
|
| 18 |
+
^blk\.10\.ssm_beta\.weight$=f32
|
| 19 |
+
^blk\.12\.ssm_alpha\.weight$=f32
|
| 20 |
+
^blk\.12\.ssm_beta\.weight$=f32
|
| 21 |
+
^blk\.13\.ssm_alpha\.weight$=f32
|
| 22 |
+
^blk\.13\.ssm_beta\.weight$=f32
|
| 23 |
+
^blk\.14\.ssm_alpha\.weight$=f32
|
| 24 |
+
^blk\.14\.ssm_beta\.weight$=f32
|
| 25 |
+
^blk\.16\.ssm_alpha\.weight$=f32
|
| 26 |
+
^blk\.16\.ssm_beta\.weight$=f32
|
| 27 |
+
^blk\.17\.ssm_alpha\.weight$=f32
|
| 28 |
+
^blk\.17\.ssm_beta\.weight$=f32
|
| 29 |
+
^blk\.18\.ssm_alpha\.weight$=f32
|
| 30 |
+
^blk\.18\.ssm_beta\.weight$=f32
|
| 31 |
+
^blk\.20\.ssm_alpha\.weight$=f32
|
| 32 |
+
^blk\.20\.ssm_beta\.weight$=f32
|
| 33 |
+
^blk\.21\.ssm_alpha\.weight$=f32
|
| 34 |
+
^blk\.21\.ssm_beta\.weight$=f32
|
| 35 |
+
^blk\.22\.ssm_alpha\.weight$=f32
|
| 36 |
+
^blk\.22\.ssm_beta\.weight$=f32
|
| 37 |
+
^blk\.24\.ssm_alpha\.weight$=f32
|
| 38 |
+
^blk\.24\.ssm_beta\.weight$=f32
|
| 39 |
+
^blk\.25\.ssm_alpha\.weight$=f32
|
| 40 |
+
^blk\.25\.ssm_beta\.weight$=f32
|
| 41 |
+
^blk\.26\.ssm_alpha\.weight$=f32
|
| 42 |
+
^blk\.26\.ssm_beta\.weight$=f32
|
| 43 |
+
^blk\.28\.ssm_alpha\.weight$=f32
|
| 44 |
+
^blk\.28\.ssm_beta\.weight$=f32
|
| 45 |
+
^blk\.29\.ssm_alpha\.weight$=f32
|
| 46 |
+
^blk\.29\.ssm_beta\.weight$=f32
|
| 47 |
+
^blk\.30\.ssm_alpha\.weight$=f32
|
| 48 |
+
^blk\.30\.ssm_beta\.weight$=f32
|
| 49 |
+
^blk\.32\.ssm_alpha\.weight$=f32
|
| 50 |
+
^blk\.32\.ssm_beta\.weight$=f32
|
| 51 |
+
^blk\.33\.ssm_alpha\.weight$=f32
|
| 52 |
+
^blk\.33\.ssm_beta\.weight$=f32
|
| 53 |
+
^blk\.34\.ssm_alpha\.weight$=f32
|
| 54 |
+
^blk\.34\.ssm_beta\.weight$=f32
|
| 55 |
+
^blk\.36\.ssm_alpha\.weight$=f32
|
| 56 |
+
^blk\.36\.ssm_beta\.weight$=f32
|
| 57 |
+
^blk\.37\.ssm_alpha\.weight$=f32
|
| 58 |
+
^blk\.37\.ssm_beta\.weight$=f32
|
| 59 |
+
^blk\.38\.ssm_alpha\.weight$=f32
|
| 60 |
+
^blk\.38\.ssm_beta\.weight$=f32
|
| 61 |
+
^output\.weight$=q8_0
|
| 62 |
+
^token_embd\.weight$=q8_0
|
| 63 |
+
^blk\.0\.attn_gate\.weight$=q8_0
|
| 64 |
+
^blk\.0\.attn_qkv\.weight$=q8_0
|
| 65 |
+
^blk\.0\.ffn_down_exps\.weight$=q4_k
|
| 66 |
+
^blk\.0\.ffn_down_shexp\.weight$=q8_0
|
| 67 |
+
^blk\.0\.ffn_gate_exps\.weight$=q4_k
|
| 68 |
+
^blk\.0\.ffn_gate_shexp\.weight$=q8_0
|
| 69 |
+
^blk\.0\.ffn_up_exps\.weight$=q4_k
|
| 70 |
+
^blk\.0\.ffn_up_shexp\.weight$=q8_0
|
| 71 |
+
^blk\.0\.ssm_out\.weight$=q8_0
|
| 72 |
+
^blk\.1\.attn_gate\.weight$=q8_0
|
| 73 |
+
^blk\.1\.attn_qkv\.weight$=q8_0
|
| 74 |
+
^blk\.1\.ffn_down_exps\.weight$=q4_k
|
| 75 |
+
^blk\.1\.ffn_down_shexp\.weight$=q8_0
|
| 76 |
+
^blk\.1\.ffn_gate_exps\.weight$=q4_k
|
| 77 |
+
^blk\.1\.ffn_gate_shexp\.weight$=q8_0
|
| 78 |
+
^blk\.1\.ffn_up_exps\.weight$=q4_k
|
| 79 |
+
^blk\.1\.ffn_up_shexp\.weight$=q8_0
|
| 80 |
+
^blk\.1\.ssm_out\.weight$=q8_0
|
| 81 |
+
^blk\.2\.attn_gate\.weight$=q8_0
|
| 82 |
+
^blk\.2\.attn_qkv\.weight$=q8_0
|
| 83 |
+
^blk\.2\.ffn_down_exps\.weight$=q4_k
|
| 84 |
+
^blk\.2\.ffn_down_shexp\.weight$=q8_0
|
| 85 |
+
^blk\.2\.ffn_gate_exps\.weight$=q4_k
|
| 86 |
+
^blk\.2\.ffn_gate_shexp\.weight$=q8_0
|
| 87 |
+
^blk\.2\.ffn_up_exps\.weight$=q4_k
|
| 88 |
+
^blk\.2\.ffn_up_shexp\.weight$=q8_0
|
| 89 |
+
^blk\.2\.ssm_out\.weight$=q8_0
|
| 90 |
+
^blk\.3\.attn_k\.weight$=q8_0
|
| 91 |
+
^blk\.3\.attn_output\.weight$=q8_0
|
| 92 |
+
^blk\.3\.attn_q\.weight$=q8_0
|
| 93 |
+
^blk\.3\.attn_v\.weight$=q8_0
|
| 94 |
+
^blk\.3\.ffn_down_exps\.weight$=q4_k
|
| 95 |
+
^blk\.3\.ffn_down_shexp\.weight$=q8_0
|
| 96 |
+
^blk\.3\.ffn_gate_exps\.weight$=q4_k
|
| 97 |
+
^blk\.3\.ffn_gate_shexp\.weight$=q8_0
|
| 98 |
+
^blk\.3\.ffn_up_exps\.weight$=q4_k
|
| 99 |
+
^blk\.3\.ffn_up_shexp\.weight$=q8_0
|
| 100 |
+
^blk\.4\.attn_gate\.weight$=q8_0
|
| 101 |
+
^blk\.4\.attn_qkv\.weight$=q8_0
|
| 102 |
+
^blk\.4\.ffn_down_exps\.weight$=q4_k
|
| 103 |
+
^blk\.4\.ffn_down_shexp\.weight$=q8_0
|
| 104 |
+
^blk\.4\.ffn_gate_exps\.weight$=q4_k
|
| 105 |
+
^blk\.4\.ffn_gate_shexp\.weight$=q8_0
|
| 106 |
+
^blk\.4\.ffn_up_exps\.weight$=q4_k
|
| 107 |
+
^blk\.4\.ffn_up_shexp\.weight$=q8_0
|
| 108 |
+
^blk\.4\.ssm_out\.weight$=q8_0
|
| 109 |
+
^blk\.5\.attn_gate\.weight$=q8_0
|
| 110 |
+
^blk\.5\.attn_qkv\.weight$=q8_0
|
| 111 |
+
^blk\.5\.ffn_down_exps\.weight$=q4_k
|
| 112 |
+
^blk\.5\.ffn_down_shexp\.weight$=q8_0
|
| 113 |
+
^blk\.5\.ffn_gate_exps\.weight$=q4_k
|
| 114 |
+
^blk\.5\.ffn_gate_shexp\.weight$=q8_0
|
| 115 |
+
^blk\.5\.ffn_up_exps\.weight$=q4_k
|
| 116 |
+
^blk\.5\.ffn_up_shexp\.weight$=q8_0
|
| 117 |
+
^blk\.5\.ssm_out\.weight$=q8_0
|
| 118 |
+
^blk\.6\.attn_gate\.weight$=q8_0
|
| 119 |
+
^blk\.6\.attn_qkv\.weight$=q8_0
|
| 120 |
+
^blk\.6\.ffn_down_exps\.weight$=q4_k
|
| 121 |
+
^blk\.6\.ffn_down_shexp\.weight$=q8_0
|
| 122 |
+
^blk\.6\.ffn_gate_exps\.weight$=q4_k
|
| 123 |
+
^blk\.6\.ffn_gate_shexp\.weight$=q8_0
|
| 124 |
+
^blk\.6\.ffn_up_exps\.weight$=q4_k
|
| 125 |
+
^blk\.6\.ffn_up_shexp\.weight$=q8_0
|
| 126 |
+
^blk\.6\.ssm_out\.weight$=q8_0
|
| 127 |
+
^blk\.7\.attn_k\.weight$=q8_0
|
| 128 |
+
^blk\.7\.attn_output\.weight$=q8_0
|
| 129 |
+
^blk\.7\.attn_q\.weight$=q8_0
|
| 130 |
+
^blk\.7\.attn_v\.weight$=q8_0
|
| 131 |
+
^blk\.7\.ffn_down_exps\.weight$=q4_k
|
| 132 |
+
^blk\.7\.ffn_down_shexp\.weight$=q8_0
|
| 133 |
+
^blk\.7\.ffn_gate_exps\.weight$=q4_k
|
| 134 |
+
^blk\.7\.ffn_gate_shexp\.weight$=q8_0
|
| 135 |
+
^blk\.7\.ffn_up_exps\.weight$=q4_k
|
| 136 |
+
^blk\.7\.ffn_up_shexp\.weight$=q8_0
|
| 137 |
+
^blk\.8\.attn_gate\.weight$=q8_0
|
| 138 |
+
^blk\.8\.attn_qkv\.weight$=q8_0
|
| 139 |
+
^blk\.8\.ffn_down_exps\.weight$=q4_k
|
| 140 |
+
^blk\.8\.ffn_down_shexp\.weight$=q8_0
|
| 141 |
+
^blk\.8\.ffn_gate_exps\.weight$=q4_k
|
| 142 |
+
^blk\.8\.ffn_gate_shexp\.weight$=q8_0
|
| 143 |
+
^blk\.8\.ffn_up_exps\.weight$=q4_k
|
| 144 |
+
^blk\.8\.ffn_up_shexp\.weight$=q8_0
|
| 145 |
+
^blk\.8\.ssm_out\.weight$=q8_0
|
| 146 |
+
^blk\.9\.attn_gate\.weight$=q8_0
|
| 147 |
+
^blk\.9\.attn_qkv\.weight$=q8_0
|
| 148 |
+
^blk\.9\.ffn_down_exps\.weight$=q4_k
|
| 149 |
+
^blk\.9\.ffn_down_shexp\.weight$=q8_0
|
| 150 |
+
^blk\.9\.ffn_gate_exps\.weight$=q4_k
|
| 151 |
+
^blk\.9\.ffn_gate_shexp\.weight$=q8_0
|
| 152 |
+
^blk\.9\.ffn_up_exps\.weight$=q4_k
|
| 153 |
+
^blk\.9\.ffn_up_shexp\.weight$=q8_0
|
| 154 |
+
^blk\.9\.ssm_out\.weight$=q8_0
|
| 155 |
+
^blk\.10\.attn_gate\.weight$=q8_0
|
| 156 |
+
^blk\.10\.attn_qkv\.weight$=q8_0
|
| 157 |
+
^blk\.10\.ffn_down_exps\.weight$=q4_k
|
| 158 |
+
^blk\.10\.ffn_down_shexp\.weight$=q8_0
|
| 159 |
+
^blk\.10\.ffn_gate_exps\.weight$=q4_k
|
| 160 |
+
^blk\.10\.ffn_gate_shexp\.weight$=q8_0
|
| 161 |
+
^blk\.10\.ffn_up_exps\.weight$=q4_k
|
| 162 |
+
^blk\.10\.ffn_up_shexp\.weight$=q8_0
|
| 163 |
+
^blk\.10\.ssm_out\.weight$=q8_0
|
| 164 |
+
^blk\.11\.attn_k\.weight$=q8_0
|
| 165 |
+
^blk\.11\.attn_output\.weight$=q8_0
|
| 166 |
+
^blk\.11\.attn_q\.weight$=q8_0
|
| 167 |
+
^blk\.11\.attn_v\.weight$=q8_0
|
| 168 |
+
^blk\.11\.ffn_down_exps\.weight$=q4_k
|
| 169 |
+
^blk\.11\.ffn_down_shexp\.weight$=q8_0
|
| 170 |
+
^blk\.11\.ffn_gate_exps\.weight$=q4_k
|
| 171 |
+
^blk\.11\.ffn_gate_shexp\.weight$=q8_0
|
| 172 |
+
^blk\.11\.ffn_up_exps\.weight$=q4_k
|
| 173 |
+
^blk\.11\.ffn_up_shexp\.weight$=q8_0
|
| 174 |
+
^blk\.12\.attn_gate\.weight$=q8_0
|
| 175 |
+
^blk\.12\.attn_qkv\.weight$=q8_0
|
| 176 |
+
^blk\.12\.ffn_down_exps\.weight$=q4_k
|
| 177 |
+
^blk\.12\.ffn_down_shexp\.weight$=q8_0
|
| 178 |
+
^blk\.12\.ffn_gate_exps\.weight$=q4_k
|
| 179 |
+
^blk\.12\.ffn_gate_shexp\.weight$=q8_0
|
| 180 |
+
^blk\.12\.ffn_up_exps\.weight$=q4_k
|
| 181 |
+
^blk\.12\.ffn_up_shexp\.weight$=q8_0
|
| 182 |
+
^blk\.12\.ssm_out\.weight$=q8_0
|
| 183 |
+
^blk\.13\.attn_gate\.weight$=q8_0
|
| 184 |
+
^blk\.13\.attn_qkv\.weight$=q8_0
|
| 185 |
+
^blk\.13\.ffn_down_exps\.weight$=q4_k
|
| 186 |
+
^blk\.13\.ffn_down_shexp\.weight$=q8_0
|
| 187 |
+
^blk\.13\.ffn_gate_exps\.weight$=q4_k
|
| 188 |
+
^blk\.13\.ffn_gate_shexp\.weight$=q8_0
|
| 189 |
+
^blk\.13\.ffn_up_exps\.weight$=q4_k
|
| 190 |
+
^blk\.13\.ffn_up_shexp\.weight$=q8_0
|
| 191 |
+
^blk\.13\.ssm_out\.weight$=q8_0
|
| 192 |
+
^blk\.14\.attn_gate\.weight$=q8_0
|
| 193 |
+
^blk\.14\.attn_qkv\.weight$=q8_0
|
| 194 |
+
^blk\.14\.ffn_down_exps\.weight$=q4_k
|
| 195 |
+
^blk\.14\.ffn_down_shexp\.weight$=q8_0
|
| 196 |
+
^blk\.14\.ffn_gate_exps\.weight$=q4_k
|
| 197 |
+
^blk\.14\.ffn_gate_shexp\.weight$=q8_0
|
| 198 |
+
^blk\.14\.ffn_up_exps\.weight$=q4_k
|
| 199 |
+
^blk\.14\.ffn_up_shexp\.weight$=q8_0
|
| 200 |
+
^blk\.14\.ssm_out\.weight$=q8_0
|
| 201 |
+
^blk\.15\.attn_k\.weight$=q8_0
|
| 202 |
+
^blk\.15\.attn_output\.weight$=q8_0
|
| 203 |
+
^blk\.15\.attn_q\.weight$=q8_0
|
| 204 |
+
^blk\.15\.attn_v\.weight$=q8_0
|
| 205 |
+
^blk\.15\.ffn_down_exps\.weight$=q4_k
|
| 206 |
+
^blk\.15\.ffn_down_shexp\.weight$=q8_0
|
| 207 |
+
^blk\.15\.ffn_gate_exps\.weight$=q4_k
|
| 208 |
+
^blk\.15\.ffn_gate_shexp\.weight$=q8_0
|
| 209 |
+
^blk\.15\.ffn_up_exps\.weight$=q4_k
|
| 210 |
+
^blk\.15\.ffn_up_shexp\.weight$=q8_0
|
| 211 |
+
^blk\.16\.attn_gate\.weight$=q8_0
|
| 212 |
+
^blk\.16\.attn_qkv\.weight$=q8_0
|
| 213 |
+
^blk\.16\.ffn_down_exps\.weight$=q4_k
|
| 214 |
+
^blk\.16\.ffn_down_shexp\.weight$=q8_0
|
| 215 |
+
^blk\.16\.ffn_gate_exps\.weight$=q4_k
|
| 216 |
+
^blk\.16\.ffn_gate_shexp\.weight$=q8_0
|
| 217 |
+
^blk\.16\.ffn_up_exps\.weight$=q4_k
|
| 218 |
+
^blk\.16\.ffn_up_shexp\.weight$=q8_0
|
| 219 |
+
^blk\.16\.ssm_out\.weight$=q8_0
|
| 220 |
+
^blk\.17\.attn_gate\.weight$=q8_0
|
| 221 |
+
^blk\.17\.attn_qkv\.weight$=q8_0
|
| 222 |
+
^blk\.17\.ffn_down_exps\.weight$=q4_k
|
| 223 |
+
^blk\.17\.ffn_down_shexp\.weight$=q8_0
|
| 224 |
+
^blk\.17\.ffn_gate_exps\.weight$=q4_k
|
| 225 |
+
^blk\.17\.ffn_gate_shexp\.weight$=q8_0
|
| 226 |
+
^blk\.17\.ffn_up_exps\.weight$=q4_k
|
| 227 |
+
^blk\.17\.ffn_up_shexp\.weight$=q8_0
|
| 228 |
+
^blk\.17\.ssm_out\.weight$=q8_0
|
| 229 |
+
^blk\.18\.attn_gate\.weight$=q8_0
|
| 230 |
+
^blk\.18\.attn_qkv\.weight$=q8_0
|
| 231 |
+
^blk\.18\.ffn_down_exps\.weight$=q4_k
|
| 232 |
+
^blk\.18\.ffn_down_shexp\.weight$=q8_0
|
| 233 |
+
^blk\.18\.ffn_gate_exps\.weight$=q4_k
|
| 234 |
+
^blk\.18\.ffn_gate_shexp\.weight$=q8_0
|
| 235 |
+
^blk\.18\.ffn_up_exps\.weight$=q4_k
|
| 236 |
+
^blk\.18\.ffn_up_shexp\.weight$=q8_0
|
| 237 |
+
^blk\.18\.ssm_out\.weight$=q8_0
|
| 238 |
+
^blk\.19\.attn_k\.weight$=q8_0
|
| 239 |
+
^blk\.19\.attn_output\.weight$=q8_0
|
| 240 |
+
^blk\.19\.attn_q\.weight$=q8_0
|
| 241 |
+
^blk\.19\.attn_v\.weight$=q8_0
|
| 242 |
+
^blk\.19\.ffn_down_exps\.weight$=q4_k
|
| 243 |
+
^blk\.19\.ffn_down_shexp\.weight$=q8_0
|
| 244 |
+
^blk\.19\.ffn_gate_exps\.weight$=q4_k
|
| 245 |
+
^blk\.19\.ffn_gate_shexp\.weight$=q8_0
|
| 246 |
+
^blk\.19\.ffn_up_exps\.weight$=q4_k
|
| 247 |
+
^blk\.19\.ffn_up_shexp\.weight$=q8_0
|
| 248 |
+
^blk\.20\.attn_gate\.weight$=q8_0
|
| 249 |
+
^blk\.20\.attn_qkv\.weight$=q8_0
|
| 250 |
+
^blk\.20\.ffn_down_exps\.weight$=q4_k
|
| 251 |
+
^blk\.20\.ffn_down_shexp\.weight$=q8_0
|
| 252 |
+
^blk\.20\.ffn_gate_exps\.weight$=q4_k
|
| 253 |
+
^blk\.20\.ffn_gate_shexp\.weight$=q8_0
|
| 254 |
+
^blk\.20\.ffn_up_exps\.weight$=q4_k
|
| 255 |
+
^blk\.20\.ffn_up_shexp\.weight$=q8_0
|
| 256 |
+
^blk\.20\.ssm_out\.weight$=q8_0
|
| 257 |
+
^blk\.21\.attn_gate\.weight$=q8_0
|
| 258 |
+
^blk\.21\.attn_qkv\.weight$=q8_0
|
| 259 |
+
^blk\.21\.ffn_down_exps\.weight$=q4_k
|
| 260 |
+
^blk\.21\.ffn_down_shexp\.weight$=q8_0
|
| 261 |
+
^blk\.21\.ffn_gate_exps\.weight$=q4_k
|
| 262 |
+
^blk\.21\.ffn_gate_shexp\.weight$=q8_0
|
| 263 |
+
^blk\.21\.ffn_up_exps\.weight$=q4_k
|
| 264 |
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^blk\.21\.ffn_up_shexp\.weight$=q8_0
|
| 265 |
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^blk\.21\.ssm_out\.weight$=q8_0
|
| 266 |
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^blk\.22\.attn_gate\.weight$=q8_0
|
| 267 |
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^blk\.22\.attn_qkv\.weight$=q8_0
|
| 268 |
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^blk\.22\.ffn_down_exps\.weight$=q4_k
|
| 269 |
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^blk\.22\.ffn_down_shexp\.weight$=q8_0
|
| 270 |
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^blk\.22\.ffn_gate_exps\.weight$=q4_k
|
| 271 |
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^blk\.22\.ffn_gate_shexp\.weight$=q8_0
|
| 272 |
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^blk\.22\.ffn_up_exps\.weight$=q4_k
|
| 273 |
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^blk\.22\.ffn_up_shexp\.weight$=q8_0
|
| 274 |
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^blk\.22\.ssm_out\.weight$=q8_0
|
| 275 |
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^blk\.23\.attn_k\.weight$=q8_0
|
| 276 |
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^blk\.23\.attn_output\.weight$=q8_0
|
| 277 |
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|
| 278 |
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^blk\.23\.attn_v\.weight$=q8_0
|
| 279 |
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^blk\.23\.ffn_down_exps\.weight$=q4_k
|
| 280 |
+
^blk\.23\.ffn_down_shexp\.weight$=q8_0
|
| 281 |
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^blk\.23\.ffn_gate_exps\.weight$=q4_k
|
| 282 |
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^blk\.23\.ffn_gate_shexp\.weight$=q8_0
|
| 283 |
+
^blk\.23\.ffn_up_exps\.weight$=q4_k
|
| 284 |
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^blk\.23\.ffn_up_shexp\.weight$=q8_0
|
| 285 |
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^blk\.24\.attn_gate\.weight$=q8_0
|
| 286 |
+
^blk\.24\.attn_qkv\.weight$=q8_0
|
| 287 |
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^blk\.24\.ffn_down_exps\.weight$=q4_k
|
| 288 |
+
^blk\.24\.ffn_down_shexp\.weight$=q8_0
|
| 289 |
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^blk\.24\.ffn_gate_exps\.weight$=q4_k
|
| 290 |
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^blk\.24\.ffn_gate_shexp\.weight$=q8_0
|
| 291 |
+
^blk\.24\.ffn_up_exps\.weight$=q4_k
|
| 292 |
+
^blk\.24\.ffn_up_shexp\.weight$=q8_0
|
| 293 |
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^blk\.24\.ssm_out\.weight$=q8_0
|
| 294 |
+
^blk\.25\.attn_gate\.weight$=q8_0
|
| 295 |
+
^blk\.25\.attn_qkv\.weight$=q8_0
|
| 296 |
+
^blk\.25\.ffn_down_exps\.weight$=q4_k
|
| 297 |
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^blk\.25\.ffn_down_shexp\.weight$=q8_0
|
| 298 |
+
^blk\.25\.ffn_gate_exps\.weight$=q4_k
|
| 299 |
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^blk\.25\.ffn_gate_shexp\.weight$=q8_0
|
| 300 |
+
^blk\.25\.ffn_up_exps\.weight$=q4_k
|
| 301 |
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^blk\.25\.ffn_up_shexp\.weight$=q8_0
|
| 302 |
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^blk\.25\.ssm_out\.weight$=q8_0
|
| 303 |
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^blk\.26\.attn_gate\.weight$=q8_0
|
| 304 |
+
^blk\.26\.attn_qkv\.weight$=q8_0
|
| 305 |
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^blk\.26\.ffn_down_exps\.weight$=q4_k
|
| 306 |
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^blk\.26\.ffn_down_shexp\.weight$=q8_0
|
| 307 |
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^blk\.26\.ffn_gate_exps\.weight$=q4_k
|
| 308 |
+
^blk\.26\.ffn_gate_shexp\.weight$=q8_0
|
| 309 |
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^blk\.26\.ffn_up_exps\.weight$=q4_k
|
| 310 |
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^blk\.26\.ffn_up_shexp\.weight$=q8_0
|
| 311 |
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^blk\.26\.ssm_out\.weight$=q8_0
|
| 312 |
+
^blk\.27\.attn_k\.weight$=q8_0
|
| 313 |
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^blk\.27\.attn_output\.weight$=q8_0
|
| 314 |
+
^blk\.27\.attn_q\.weight$=q8_0
|
| 315 |
+
^blk\.27\.attn_v\.weight$=q8_0
|
| 316 |
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^blk\.27\.ffn_down_exps\.weight$=q4_k
|
| 317 |
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^blk\.27\.ffn_down_shexp\.weight$=q8_0
|
| 318 |
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^blk\.27\.ffn_gate_exps\.weight$=q4_k
|
| 319 |
+
^blk\.27\.ffn_gate_shexp\.weight$=q8_0
|
| 320 |
+
^blk\.27\.ffn_up_exps\.weight$=q4_k
|
| 321 |
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^blk\.27\.ffn_up_shexp\.weight$=q8_0
|
| 322 |
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^blk\.28\.attn_gate\.weight$=q8_0
|
| 323 |
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^blk\.28\.attn_qkv\.weight$=q8_0
|
| 324 |
+
^blk\.28\.ffn_down_exps\.weight$=q4_k
|
| 325 |
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^blk\.28\.ffn_down_shexp\.weight$=q8_0
|
| 326 |
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^blk\.28\.ffn_gate_exps\.weight$=q4_k
|
| 327 |
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^blk\.28\.ffn_gate_shexp\.weight$=q8_0
|
| 328 |
+
^blk\.28\.ffn_up_exps\.weight$=q4_k
|
| 329 |
+
^blk\.28\.ffn_up_shexp\.weight$=q8_0
|
| 330 |
+
^blk\.28\.ssm_out\.weight$=q8_0
|
| 331 |
+
^blk\.29\.attn_gate\.weight$=q8_0
|
| 332 |
+
^blk\.29\.attn_qkv\.weight$=q8_0
|
| 333 |
+
^blk\.29\.ffn_down_exps\.weight$=q4_k
|
| 334 |
+
^blk\.29\.ffn_down_shexp\.weight$=q8_0
|
| 335 |
+
^blk\.29\.ffn_gate_exps\.weight$=q4_k
|
| 336 |
+
^blk\.29\.ffn_gate_shexp\.weight$=q8_0
|
| 337 |
+
^blk\.29\.ffn_up_exps\.weight$=q4_k
|
| 338 |
+
^blk\.29\.ffn_up_shexp\.weight$=q8_0
|
| 339 |
+
^blk\.29\.ssm_out\.weight$=q8_0
|
| 340 |
+
^blk\.30\.attn_gate\.weight$=q8_0
|
| 341 |
+
^blk\.30\.attn_qkv\.weight$=q8_0
|
| 342 |
+
^blk\.30\.ffn_down_exps\.weight$=q4_k
|
| 343 |
+
^blk\.30\.ffn_down_shexp\.weight$=q8_0
|
| 344 |
+
^blk\.30\.ffn_gate_exps\.weight$=q4_k
|
| 345 |
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^blk\.30\.ffn_gate_shexp\.weight$=q8_0
|
| 346 |
+
^blk\.30\.ffn_up_exps\.weight$=q4_k
|
| 347 |
+
^blk\.30\.ffn_up_shexp\.weight$=q8_0
|
| 348 |
+
^blk\.30\.ssm_out\.weight$=q8_0
|
| 349 |
+
^blk\.31\.attn_k\.weight$=q8_0
|
| 350 |
+
^blk\.31\.attn_output\.weight$=q8_0
|
| 351 |
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^blk\.31\.attn_q\.weight$=q8_0
|
| 352 |
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^blk\.31\.attn_v\.weight$=q8_0
|
| 353 |
+
^blk\.31\.ffn_down_exps\.weight$=q4_k
|
| 354 |
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^blk\.31\.ffn_down_shexp\.weight$=q8_0
|
| 355 |
+
^blk\.31\.ffn_gate_exps\.weight$=q4_k
|
| 356 |
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^blk\.31\.ffn_gate_shexp\.weight$=q8_0
|
| 357 |
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^blk\.31\.ffn_up_exps\.weight$=q4_k
|
| 358 |
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^blk\.31\.ffn_up_shexp\.weight$=q8_0
|
| 359 |
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^blk\.32\.attn_gate\.weight$=q8_0
|
| 360 |
+
^blk\.32\.attn_qkv\.weight$=q8_0
|
| 361 |
+
^blk\.32\.ffn_down_exps\.weight$=q4_k
|
| 362 |
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^blk\.32\.ffn_down_shexp\.weight$=q8_0
|
| 363 |
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^blk\.32\.ffn_gate_exps\.weight$=q4_k
|
| 364 |
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^blk\.32\.ffn_gate_shexp\.weight$=q8_0
|
| 365 |
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^blk\.32\.ffn_up_exps\.weight$=q4_k
|
| 366 |
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^blk\.32\.ffn_up_shexp\.weight$=q8_0
|
| 367 |
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^blk\.32\.ssm_out\.weight$=q8_0
|
| 368 |
+
^blk\.33\.attn_gate\.weight$=q8_0
|
| 369 |
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^blk\.33\.attn_qkv\.weight$=q8_0
|
| 370 |
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^blk\.33\.ffn_down_exps\.weight$=q4_k
|
| 371 |
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^blk\.33\.ffn_down_shexp\.weight$=q8_0
|
| 372 |
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^blk\.33\.ffn_gate_exps\.weight$=q4_k
|
| 373 |
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^blk\.33\.ffn_gate_shexp\.weight$=q8_0
|
| 374 |
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^blk\.33\.ffn_up_exps\.weight$=q4_k
|
| 375 |
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^blk\.33\.ffn_up_shexp\.weight$=q8_0
|
| 376 |
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^blk\.33\.ssm_out\.weight$=q8_0
|
| 377 |
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^blk\.34\.attn_gate\.weight$=q8_0
|
| 378 |
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^blk\.34\.attn_qkv\.weight$=q8_0
|
| 379 |
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^blk\.34\.ffn_down_exps\.weight$=q4_k
|
| 380 |
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^blk\.34\.ffn_down_shexp\.weight$=q8_0
|
| 381 |
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^blk\.34\.ffn_gate_exps\.weight$=q4_k
|
| 382 |
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^blk\.34\.ffn_gate_shexp\.weight$=q8_0
|
| 383 |
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^blk\.34\.ffn_up_exps\.weight$=q4_k
|
| 384 |
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^blk\.34\.ffn_up_shexp\.weight$=q8_0
|
| 385 |
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^blk\.34\.ssm_out\.weight$=q8_0
|
| 386 |
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^blk\.35\.attn_k\.weight$=q8_0
|
| 387 |
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^blk\.35\.attn_output\.weight$=q8_0
|
| 388 |
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|
| 389 |
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^blk\.35\.attn_v\.weight$=q8_0
|
| 390 |
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|
| 391 |
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|
| 392 |
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|
| 393 |
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|
| 394 |
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|
| 395 |
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|
| 396 |
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|
| 397 |
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^blk\.36\.attn_qkv\.weight$=q8_0
|
| 398 |
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|
| 399 |
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|
| 400 |
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|
| 401 |
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^blk\.36\.ffn_gate_shexp\.weight$=q8_0
|
| 402 |
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^blk\.36\.ffn_up_exps\.weight$=q4_k
|
| 403 |
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^blk\.36\.ffn_up_shexp\.weight$=q8_0
|
| 404 |
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^blk\.36\.ssm_out\.weight$=q8_0
|
| 405 |
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|
| 406 |
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^blk\.37\.attn_qkv\.weight$=q8_0
|
| 407 |
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|
| 408 |
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^blk\.37\.ffn_down_shexp\.weight$=q8_0
|
| 409 |
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^blk\.37\.ffn_gate_exps\.weight$=q4_k
|
| 410 |
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^blk\.37\.ffn_gate_shexp\.weight$=q8_0
|
| 411 |
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|
| 412 |
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^blk\.37\.ffn_up_shexp\.weight$=q8_0
|
| 413 |
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^blk\.37\.ssm_out\.weight$=q8_0
|
| 414 |
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^blk\.38\.attn_gate\.weight$=q8_0
|
| 415 |
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^blk\.38\.attn_qkv\.weight$=q8_0
|
| 416 |
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^blk\.38\.ffn_down_exps\.weight$=q4_k
|
| 417 |
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^blk\.38\.ffn_down_shexp\.weight$=q8_0
|
| 418 |
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^blk\.38\.ffn_gate_exps\.weight$=q4_k
|
| 419 |
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^blk\.38\.ffn_gate_shexp\.weight$=q8_0
|
| 420 |
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^blk\.38\.ffn_up_exps\.weight$=q4_k
|
| 421 |
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^blk\.38\.ffn_up_shexp\.weight$=q8_0
|
| 422 |
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^blk\.38\.ssm_out\.weight$=q8_0
|
| 423 |
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^blk\.39\.attn_k\.weight$=q8_0
|
| 424 |
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^blk\.39\.attn_output\.weight$=q8_0
|
| 425 |
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^blk\.39\.attn_q\.weight$=q8_0
|
| 426 |
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^blk\.39\.attn_v\.weight$=q8_0
|
| 427 |
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^blk\.39\.ffn_down_exps\.weight$=q6_k
|
| 428 |
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^blk\.39\.ffn_down_shexp\.weight$=q8_0
|
| 429 |
+
^blk\.39\.ffn_gate_exps\.weight$=q4_k
|
| 430 |
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^blk\.39\.ffn_gate_shexp\.weight$=q8_0
|
| 431 |
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^blk\.39\.ffn_up_exps\.weight$=q6_k
|
| 432 |
+
^blk\.39\.ffn_up_shexp\.weight$=q8_0
|
layouts/InternScience_MLExpert-Q5_K_M.layout.json
ADDED
|
@@ -0,0 +1,224 @@
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
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|
|
|
|
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|
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|
|
|
|
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|
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|
|
|
|
|
|
|
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|
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|
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|
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|
|
|
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|
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|
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|
|
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|
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|
|
| 1 |
+
{
|
| 2 |
+
"model": "/media/m2teamgroup/models/MLExpert-GGUF/InternScience_MLExpert-bf16.gguf",
|
| 3 |
+
"imatrix": "/media/m2teamgroup/models/MLExpert-GGUF/InternScience_MLExpert-imatrix.gguf",
|
| 4 |
+
"ftype": "Q5_K_M",
|
| 5 |
+
"base_type": "q5_k",
|
| 6 |
+
"family": "k",
|
| 7 |
+
"recipe": "ident",
|
| 8 |
+
"variant": "shr0.70",
|
| 9 |
+
"auto_crush": false,
|
| 10 |
+
"rung_mode": "share",
|
| 11 |
+
"tier": "M",
|
| 12 |
+
"rung_share": 0.7,
|
| 13 |
+
"crush_pass_bytes": null,
|
| 14 |
+
"embd_shares": {
|
| 15 |
+
"output.weight": {
|
| 16 |
+
"share": 0.0167,
|
| 17 |
+
"type": "q8_0"
|
| 18 |
+
},
|
| 19 |
+
"token_embd.weight": {
|
| 20 |
+
"share": 0.014,
|
| 21 |
+
"type": "q8_0"
|
| 22 |
+
}
|
| 23 |
+
},
|
| 24 |
+
"arch": "moe",
|
| 25 |
+
"tied": false,
|
| 26 |
+
"n_layer": 40,
|
| 27 |
+
"body_rule": true,
|
| 28 |
+
"pins": {
|
| 29 |
+
"^blk\\.0\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 30 |
+
"^blk\\.0\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 31 |
+
"^blk\\.1\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 32 |
+
"^blk\\.1\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 33 |
+
"^blk\\.2\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 34 |
+
"^blk\\.2\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 35 |
+
"^blk\\.4\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 36 |
+
"^blk\\.4\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 37 |
+
"^blk\\.5\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 38 |
+
"^blk\\.5\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 39 |
+
"^blk\\.6\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 40 |
+
"^blk\\.6\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 41 |
+
"^blk\\.8\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 42 |
+
"^blk\\.8\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 43 |
+
"^blk\\.9\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 44 |
+
"^blk\\.9\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 45 |
+
"^blk\\.10\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 46 |
+
"^blk\\.10\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 47 |
+
"^blk\\.12\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 48 |
+
"^blk\\.12\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 49 |
+
"^blk\\.13\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 50 |
+
"^blk\\.13\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 51 |
+
"^blk\\.14\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 52 |
+
"^blk\\.14\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 53 |
+
"^blk\\.16\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 54 |
+
"^blk\\.16\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 55 |
+
"^blk\\.17\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 56 |
+
"^blk\\.17\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 57 |
+
"^blk\\.18\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 58 |
+
"^blk\\.18\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 59 |
+
"^blk\\.20\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 60 |
+
"^blk\\.20\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 61 |
+
"^blk\\.21\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 62 |
+
"^blk\\.21\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 63 |
+
"^blk\\.22\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 64 |
+
"^blk\\.22\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 65 |
+
"^blk\\.24\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 66 |
+
"^blk\\.24\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 67 |
+
"^blk\\.25\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 68 |
+
"^blk\\.25\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 69 |
+
"^blk\\.26\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 70 |
+
"^blk\\.26\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 71 |
+
"^blk\\.28\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 72 |
+
"^blk\\.28\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 73 |
+
"^blk\\.29\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 74 |
+
"^blk\\.29\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 75 |
+
"^blk\\.30\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 76 |
+
"^blk\\.30\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 77 |
+
"^blk\\.32\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 78 |
+
"^blk\\.32\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 79 |
+
"^blk\\.33\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 80 |
+
"^blk\\.33\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 81 |
+
"^blk\\.34\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 82 |
+
"^blk\\.34\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 83 |
+
"^blk\\.36\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 84 |
+
"^blk\\.36\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 85 |
+
"^blk\\.37\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 86 |
+
"^blk\\.37\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 87 |
+
"^blk\\.38\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 88 |
+
"^blk\\.38\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32"
|
| 89 |
+
},
|
| 90 |
+
"shape_pins": {},
|
| 91 |
+
"fixed_pins": {
|
| 92 |
+
"blk.0.ssm_alpha.weight": "f32",
|
| 93 |
+
"blk.0.ssm_beta.weight": "f32",
|
| 94 |
+
"blk.1.ssm_alpha.weight": "f32",
|
| 95 |
+
"blk.1.ssm_beta.weight": "f32",
|
| 96 |
+
"blk.2.ssm_alpha.weight": "f32",
|
| 97 |
+
"blk.2.ssm_beta.weight": "f32",
|
| 98 |
+
"blk.4.ssm_alpha.weight": "f32",
|
| 99 |
+
"blk.4.ssm_beta.weight": "f32",
|
| 100 |
+
"blk.5.ssm_alpha.weight": "f32",
|
| 101 |
+
"blk.5.ssm_beta.weight": "f32",
|
| 102 |
+
"blk.6.ssm_alpha.weight": "f32",
|
| 103 |
+
"blk.6.ssm_beta.weight": "f32",
|
| 104 |
+
"blk.8.ssm_alpha.weight": "f32",
|
| 105 |
+
"blk.8.ssm_beta.weight": "f32",
|
| 106 |
+
"blk.9.ssm_alpha.weight": "f32",
|
| 107 |
+
"blk.9.ssm_beta.weight": "f32",
|
| 108 |
+
"blk.10.ssm_alpha.weight": "f32",
|
| 109 |
+
"blk.10.ssm_beta.weight": "f32",
|
| 110 |
+
"blk.12.ssm_alpha.weight": "f32",
|
| 111 |
+
"blk.12.ssm_beta.weight": "f32",
|
| 112 |
+
"blk.13.ssm_alpha.weight": "f32",
|
| 113 |
+
"blk.13.ssm_beta.weight": "f32",
|
| 114 |
+
"blk.14.ssm_alpha.weight": "f32",
|
| 115 |
+
"blk.14.ssm_beta.weight": "f32",
|
| 116 |
+
"blk.16.ssm_alpha.weight": "f32",
|
| 117 |
+
"blk.16.ssm_beta.weight": "f32",
|
| 118 |
+
"blk.17.ssm_alpha.weight": "f32",
|
| 119 |
+
"blk.17.ssm_beta.weight": "f32",
|
| 120 |
+
"blk.18.ssm_alpha.weight": "f32",
|
| 121 |
+
"blk.18.ssm_beta.weight": "f32",
|
| 122 |
+
"blk.20.ssm_alpha.weight": "f32",
|
| 123 |
+
"blk.20.ssm_beta.weight": "f32",
|
| 124 |
+
"blk.21.ssm_alpha.weight": "f32",
|
| 125 |
+
"blk.21.ssm_beta.weight": "f32",
|
| 126 |
+
"blk.22.ssm_alpha.weight": "f32",
|
| 127 |
+
"blk.22.ssm_beta.weight": "f32",
|
| 128 |
+
"blk.24.ssm_alpha.weight": "f32",
|
| 129 |
+
"blk.24.ssm_beta.weight": "f32",
|
| 130 |
+
"blk.25.ssm_alpha.weight": "f32",
|
| 131 |
+
"blk.25.ssm_beta.weight": "f32",
|
| 132 |
+
"blk.26.ssm_alpha.weight": "f32",
|
| 133 |
+
"blk.26.ssm_beta.weight": "f32",
|
| 134 |
+
"blk.28.ssm_alpha.weight": "f32",
|
| 135 |
+
"blk.28.ssm_beta.weight": "f32",
|
| 136 |
+
"blk.29.ssm_alpha.weight": "f32",
|
| 137 |
+
"blk.29.ssm_beta.weight": "f32",
|
| 138 |
+
"blk.30.ssm_alpha.weight": "f32",
|
| 139 |
+
"blk.30.ssm_beta.weight": "f32",
|
| 140 |
+
"blk.32.ssm_alpha.weight": "f32",
|
| 141 |
+
"blk.32.ssm_beta.weight": "f32",
|
| 142 |
+
"blk.33.ssm_alpha.weight": "f32",
|
| 143 |
+
"blk.33.ssm_beta.weight": "f32",
|
| 144 |
+
"blk.34.ssm_alpha.weight": "f32",
|
| 145 |
+
"blk.34.ssm_beta.weight": "f32",
|
| 146 |
+
"blk.36.ssm_alpha.weight": "f32",
|
| 147 |
+
"blk.36.ssm_beta.weight": "f32",
|
| 148 |
+
"blk.37.ssm_alpha.weight": "f32",
|
| 149 |
+
"blk.37.ssm_beta.weight": "f32",
|
| 150 |
+
"blk.38.ssm_alpha.weight": "f32",
|
| 151 |
+
"blk.38.ssm_beta.weight": "f32"
|
| 152 |
+
},
|
| 153 |
+
"embeddings": {
|
| 154 |
+
"output.weight": "q8_0",
|
| 155 |
+
"token_embd.weight": "q8_0"
|
| 156 |
+
},
|
| 157 |
+
"bytes": {
|
| 158 |
+
"heuristic_body+embd": 24901885952,
|
| 159 |
+
"map_body+embd": 26869104640,
|
| 160 |
+
"ratio": 1.079,
|
| 161 |
+
"note": "quantizable, unpinned tensors only; pinned/unquantized tensors are identical in both"
|
| 162 |
+
},
|
| 163 |
+
"body_base_share": 0.701,
|
| 164 |
+
"body_bpw": 6.137,
|
| 165 |
+
"body_bpw_heuristic": 5.743,
|
| 166 |
+
"total_params": 34660610688,
|
| 167 |
+
"file_bytes_pred": 26973686272,
|
| 168 |
+
"file_bpw_pred": 6.226,
|
| 169 |
+
"histogram": {
|
| 170 |
+
"attn_gate": {
|
| 171 |
+
"q8_0": 30
|
| 172 |
+
},
|
| 173 |
+
"attn_k": {
|
| 174 |
+
"q8_0": 10
|
| 175 |
+
},
|
| 176 |
+
"attn_output": {
|
| 177 |
+
"q8_0": 10
|
| 178 |
+
},
|
| 179 |
+
"attn_q": {
|
| 180 |
+
"q8_0": 10
|
| 181 |
+
},
|
| 182 |
+
"attn_qkv": {
|
| 183 |
+
"q8_0": 30
|
| 184 |
+
},
|
| 185 |
+
"attn_v": {
|
| 186 |
+
"q8_0": 10
|
| 187 |
+
},
|
| 188 |
+
"ffn_down_exps": {
|
| 189 |
+
"q5_k": 30,
|
| 190 |
+
"q8_0": 9,
|
| 191 |
+
"q6_k": 1
|
| 192 |
+
},
|
| 193 |
+
"ffn_down_shexp": {
|
| 194 |
+
"q8_0": 40
|
| 195 |
+
},
|
| 196 |
+
"ffn_gate_exps": {
|
| 197 |
+
"q5_k": 39,
|
| 198 |
+
"q8_0": 1
|
| 199 |
+
},
|
| 200 |
+
"ffn_gate_shexp": {
|
| 201 |
+
"q8_0": 40
|
| 202 |
+
},
|
| 203 |
+
"ffn_up_exps": {
|
| 204 |
+
"q5_k": 29,
|
| 205 |
+
"q8_0": 11
|
| 206 |
+
},
|
| 207 |
+
"ffn_up_shexp": {
|
| 208 |
+
"q8_0": 40
|
| 209 |
+
},
|
| 210 |
+
"ssm_out": {
|
| 211 |
+
"q8_0": 30
|
| 212 |
+
}
|
| 213 |
+
},
|
| 214 |
+
"prior": "layout/prior.json",
|
| 215 |
+
"pin_rule": "floor",
|
| 216 |
+
"embd_cap": "heur",
|
| 217 |
+
"generator": "auto_quant_v2.layout",
|
| 218 |
+
"generator_key": "3bf8b43e20a68f0b",
|
| 219 |
+
"quant_type": "Q5_K_M",
|
| 220 |
+
"quantize_ftype": "Q5_K_M",
|
| 221 |
+
"llama_cpp_version": "b11716",
|
| 222 |
+
"unknown_kinds": {},
|
| 223 |
+
"commit": "0933d56cdc75d35ccd1973a9eebfe2cafbd935d5"
|
| 224 |
+
}
|
layouts/InternScience_MLExpert-Q5_K_M.tensor-types.txt
ADDED
|
@@ -0,0 +1,432 @@
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|
|
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|
|
|
|
|
|
|
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|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
^blk\.0\.ssm_alpha\.weight$=f32
|
| 2 |
+
^blk\.0\.ssm_beta\.weight$=f32
|
| 3 |
+
^blk\.1\.ssm_alpha\.weight$=f32
|
| 4 |
+
^blk\.1\.ssm_beta\.weight$=f32
|
| 5 |
+
^blk\.2\.ssm_alpha\.weight$=f32
|
| 6 |
+
^blk\.2\.ssm_beta\.weight$=f32
|
| 7 |
+
^blk\.4\.ssm_alpha\.weight$=f32
|
| 8 |
+
^blk\.4\.ssm_beta\.weight$=f32
|
| 9 |
+
^blk\.5\.ssm_alpha\.weight$=f32
|
| 10 |
+
^blk\.5\.ssm_beta\.weight$=f32
|
| 11 |
+
^blk\.6\.ssm_alpha\.weight$=f32
|
| 12 |
+
^blk\.6\.ssm_beta\.weight$=f32
|
| 13 |
+
^blk\.8\.ssm_alpha\.weight$=f32
|
| 14 |
+
^blk\.8\.ssm_beta\.weight$=f32
|
| 15 |
+
^blk\.9\.ssm_alpha\.weight$=f32
|
| 16 |
+
^blk\.9\.ssm_beta\.weight$=f32
|
| 17 |
+
^blk\.10\.ssm_alpha\.weight$=f32
|
| 18 |
+
^blk\.10\.ssm_beta\.weight$=f32
|
| 19 |
+
^blk\.12\.ssm_alpha\.weight$=f32
|
| 20 |
+
^blk\.12\.ssm_beta\.weight$=f32
|
| 21 |
+
^blk\.13\.ssm_alpha\.weight$=f32
|
| 22 |
+
^blk\.13\.ssm_beta\.weight$=f32
|
| 23 |
+
^blk\.14\.ssm_alpha\.weight$=f32
|
| 24 |
+
^blk\.14\.ssm_beta\.weight$=f32
|
| 25 |
+
^blk\.16\.ssm_alpha\.weight$=f32
|
| 26 |
+
^blk\.16\.ssm_beta\.weight$=f32
|
| 27 |
+
^blk\.17\.ssm_alpha\.weight$=f32
|
| 28 |
+
^blk\.17\.ssm_beta\.weight$=f32
|
| 29 |
+
^blk\.18\.ssm_alpha\.weight$=f32
|
| 30 |
+
^blk\.18\.ssm_beta\.weight$=f32
|
| 31 |
+
^blk\.20\.ssm_alpha\.weight$=f32
|
| 32 |
+
^blk\.20\.ssm_beta\.weight$=f32
|
| 33 |
+
^blk\.21\.ssm_alpha\.weight$=f32
|
| 34 |
+
^blk\.21\.ssm_beta\.weight$=f32
|
| 35 |
+
^blk\.22\.ssm_alpha\.weight$=f32
|
| 36 |
+
^blk\.22\.ssm_beta\.weight$=f32
|
| 37 |
+
^blk\.24\.ssm_alpha\.weight$=f32
|
| 38 |
+
^blk\.24\.ssm_beta\.weight$=f32
|
| 39 |
+
^blk\.25\.ssm_alpha\.weight$=f32
|
| 40 |
+
^blk\.25\.ssm_beta\.weight$=f32
|
| 41 |
+
^blk\.26\.ssm_alpha\.weight$=f32
|
| 42 |
+
^blk\.26\.ssm_beta\.weight$=f32
|
| 43 |
+
^blk\.28\.ssm_alpha\.weight$=f32
|
| 44 |
+
^blk\.28\.ssm_beta\.weight$=f32
|
| 45 |
+
^blk\.29\.ssm_alpha\.weight$=f32
|
| 46 |
+
^blk\.29\.ssm_beta\.weight$=f32
|
| 47 |
+
^blk\.30\.ssm_alpha\.weight$=f32
|
| 48 |
+
^blk\.30\.ssm_beta\.weight$=f32
|
| 49 |
+
^blk\.32\.ssm_alpha\.weight$=f32
|
| 50 |
+
^blk\.32\.ssm_beta\.weight$=f32
|
| 51 |
+
^blk\.33\.ssm_alpha\.weight$=f32
|
| 52 |
+
^blk\.33\.ssm_beta\.weight$=f32
|
| 53 |
+
^blk\.34\.ssm_alpha\.weight$=f32
|
| 54 |
+
^blk\.34\.ssm_beta\.weight$=f32
|
| 55 |
+
^blk\.36\.ssm_alpha\.weight$=f32
|
| 56 |
+
^blk\.36\.ssm_beta\.weight$=f32
|
| 57 |
+
^blk\.37\.ssm_alpha\.weight$=f32
|
| 58 |
+
^blk\.37\.ssm_beta\.weight$=f32
|
| 59 |
+
^blk\.38\.ssm_alpha\.weight$=f32
|
| 60 |
+
^blk\.38\.ssm_beta\.weight$=f32
|
| 61 |
+
^output\.weight$=q8_0
|
| 62 |
+
^token_embd\.weight$=q8_0
|
| 63 |
+
^blk\.0\.attn_gate\.weight$=q8_0
|
| 64 |
+
^blk\.0\.attn_qkv\.weight$=q8_0
|
| 65 |
+
^blk\.0\.ffn_down_exps\.weight$=q8_0
|
| 66 |
+
^blk\.0\.ffn_down_shexp\.weight$=q8_0
|
| 67 |
+
^blk\.0\.ffn_gate_exps\.weight$=q5_k
|
| 68 |
+
^blk\.0\.ffn_gate_shexp\.weight$=q8_0
|
| 69 |
+
^blk\.0\.ffn_up_exps\.weight$=q8_0
|
| 70 |
+
^blk\.0\.ffn_up_shexp\.weight$=q8_0
|
| 71 |
+
^blk\.0\.ssm_out\.weight$=q8_0
|
| 72 |
+
^blk\.1\.attn_gate\.weight$=q8_0
|
| 73 |
+
^blk\.1\.attn_qkv\.weight$=q8_0
|
| 74 |
+
^blk\.1\.ffn_down_exps\.weight$=q8_0
|
| 75 |
+
^blk\.1\.ffn_down_shexp\.weight$=q8_0
|
| 76 |
+
^blk\.1\.ffn_gate_exps\.weight$=q5_k
|
| 77 |
+
^blk\.1\.ffn_gate_shexp\.weight$=q8_0
|
| 78 |
+
^blk\.1\.ffn_up_exps\.weight$=q8_0
|
| 79 |
+
^blk\.1\.ffn_up_shexp\.weight$=q8_0
|
| 80 |
+
^blk\.1\.ssm_out\.weight$=q8_0
|
| 81 |
+
^blk\.2\.attn_gate\.weight$=q8_0
|
| 82 |
+
^blk\.2\.attn_qkv\.weight$=q8_0
|
| 83 |
+
^blk\.2\.ffn_down_exps\.weight$=q8_0
|
| 84 |
+
^blk\.2\.ffn_down_shexp\.weight$=q8_0
|
| 85 |
+
^blk\.2\.ffn_gate_exps\.weight$=q5_k
|
| 86 |
+
^blk\.2\.ffn_gate_shexp\.weight$=q8_0
|
| 87 |
+
^blk\.2\.ffn_up_exps\.weight$=q8_0
|
| 88 |
+
^blk\.2\.ffn_up_shexp\.weight$=q8_0
|
| 89 |
+
^blk\.2\.ssm_out\.weight$=q8_0
|
| 90 |
+
^blk\.3\.attn_k\.weight$=q8_0
|
| 91 |
+
^blk\.3\.attn_output\.weight$=q8_0
|
| 92 |
+
^blk\.3\.attn_q\.weight$=q8_0
|
| 93 |
+
^blk\.3\.attn_v\.weight$=q8_0
|
| 94 |
+
^blk\.3\.ffn_down_exps\.weight$=q8_0
|
| 95 |
+
^blk\.3\.ffn_down_shexp\.weight$=q8_0
|
| 96 |
+
^blk\.3\.ffn_gate_exps\.weight$=q5_k
|
| 97 |
+
^blk\.3\.ffn_gate_shexp\.weight$=q8_0
|
| 98 |
+
^blk\.3\.ffn_up_exps\.weight$=q8_0
|
| 99 |
+
^blk\.3\.ffn_up_shexp\.weight$=q8_0
|
| 100 |
+
^blk\.4\.attn_gate\.weight$=q8_0
|
| 101 |
+
^blk\.4\.attn_qkv\.weight$=q8_0
|
| 102 |
+
^blk\.4\.ffn_down_exps\.weight$=q8_0
|
| 103 |
+
^blk\.4\.ffn_down_shexp\.weight$=q8_0
|
| 104 |
+
^blk\.4\.ffn_gate_exps\.weight$=q5_k
|
| 105 |
+
^blk\.4\.ffn_gate_shexp\.weight$=q8_0
|
| 106 |
+
^blk\.4\.ffn_up_exps\.weight$=q8_0
|
| 107 |
+
^blk\.4\.ffn_up_shexp\.weight$=q8_0
|
| 108 |
+
^blk\.4\.ssm_out\.weight$=q8_0
|
| 109 |
+
^blk\.5\.attn_gate\.weight$=q8_0
|
| 110 |
+
^blk\.5\.attn_qkv\.weight$=q8_0
|
| 111 |
+
^blk\.5\.ffn_down_exps\.weight$=q6_k
|
| 112 |
+
^blk\.5\.ffn_down_shexp\.weight$=q8_0
|
| 113 |
+
^blk\.5\.ffn_gate_exps\.weight$=q5_k
|
| 114 |
+
^blk\.5\.ffn_gate_shexp\.weight$=q8_0
|
| 115 |
+
^blk\.5\.ffn_up_exps\.weight$=q8_0
|
| 116 |
+
^blk\.5\.ffn_up_shexp\.weight$=q8_0
|
| 117 |
+
^blk\.5\.ssm_out\.weight$=q8_0
|
| 118 |
+
^blk\.6\.attn_gate\.weight$=q8_0
|
| 119 |
+
^blk\.6\.attn_qkv\.weight$=q8_0
|
| 120 |
+
^blk\.6\.ffn_down_exps\.weight$=q5_k
|
| 121 |
+
^blk\.6\.ffn_down_shexp\.weight$=q8_0
|
| 122 |
+
^blk\.6\.ffn_gate_exps\.weight$=q5_k
|
| 123 |
+
^blk\.6\.ffn_gate_shexp\.weight$=q8_0
|
| 124 |
+
^blk\.6\.ffn_up_exps\.weight$=q8_0
|
| 125 |
+
^blk\.6\.ffn_up_shexp\.weight$=q8_0
|
| 126 |
+
^blk\.6\.ssm_out\.weight$=q8_0
|
| 127 |
+
^blk\.7\.attn_k\.weight$=q8_0
|
| 128 |
+
^blk\.7\.attn_output\.weight$=q8_0
|
| 129 |
+
^blk\.7\.attn_q\.weight$=q8_0
|
| 130 |
+
^blk\.7\.attn_v\.weight$=q8_0
|
| 131 |
+
^blk\.7\.ffn_down_exps\.weight$=q8_0
|
| 132 |
+
^blk\.7\.ffn_down_shexp\.weight$=q8_0
|
| 133 |
+
^blk\.7\.ffn_gate_exps\.weight$=q5_k
|
| 134 |
+
^blk\.7\.ffn_gate_shexp\.weight$=q8_0
|
| 135 |
+
^blk\.7\.ffn_up_exps\.weight$=q8_0
|
| 136 |
+
^blk\.7\.ffn_up_shexp\.weight$=q8_0
|
| 137 |
+
^blk\.8\.attn_gate\.weight$=q8_0
|
| 138 |
+
^blk\.8\.attn_qkv\.weight$=q8_0
|
| 139 |
+
^blk\.8\.ffn_down_exps\.weight$=q5_k
|
| 140 |
+
^blk\.8\.ffn_down_shexp\.weight$=q8_0
|
| 141 |
+
^blk\.8\.ffn_gate_exps\.weight$=q5_k
|
| 142 |
+
^blk\.8\.ffn_gate_shexp\.weight$=q8_0
|
| 143 |
+
^blk\.8\.ffn_up_exps\.weight$=q8_0
|
| 144 |
+
^blk\.8\.ffn_up_shexp\.weight$=q8_0
|
| 145 |
+
^blk\.8\.ssm_out\.weight$=q8_0
|
| 146 |
+
^blk\.9\.attn_gate\.weight$=q8_0
|
| 147 |
+
^blk\.9\.attn_qkv\.weight$=q8_0
|
| 148 |
+
^blk\.9\.ffn_down_exps\.weight$=q5_k
|
| 149 |
+
^blk\.9\.ffn_down_shexp\.weight$=q8_0
|
| 150 |
+
^blk\.9\.ffn_gate_exps\.weight$=q5_k
|
| 151 |
+
^blk\.9\.ffn_gate_shexp\.weight$=q8_0
|
| 152 |
+
^blk\.9\.ffn_up_exps\.weight$=q8_0
|
| 153 |
+
^blk\.9\.ffn_up_shexp\.weight$=q8_0
|
| 154 |
+
^blk\.9\.ssm_out\.weight$=q8_0
|
| 155 |
+
^blk\.10\.attn_gate\.weight$=q8_0
|
| 156 |
+
^blk\.10\.attn_qkv\.weight$=q8_0
|
| 157 |
+
^blk\.10\.ffn_down_exps\.weight$=q5_k
|
| 158 |
+
^blk\.10\.ffn_down_shexp\.weight$=q8_0
|
| 159 |
+
^blk\.10\.ffn_gate_exps\.weight$=q5_k
|
| 160 |
+
^blk\.10\.ffn_gate_shexp\.weight$=q8_0
|
| 161 |
+
^blk\.10\.ffn_up_exps\.weight$=q5_k
|
| 162 |
+
^blk\.10\.ffn_up_shexp\.weight$=q8_0
|
| 163 |
+
^blk\.10\.ssm_out\.weight$=q8_0
|
| 164 |
+
^blk\.11\.attn_k\.weight$=q8_0
|
| 165 |
+
^blk\.11\.attn_output\.weight$=q8_0
|
| 166 |
+
^blk\.11\.attn_q\.weight$=q8_0
|
| 167 |
+
^blk\.11\.attn_v\.weight$=q8_0
|
| 168 |
+
^blk\.11\.ffn_down_exps\.weight$=q5_k
|
| 169 |
+
^blk\.11\.ffn_down_shexp\.weight$=q8_0
|
| 170 |
+
^blk\.11\.ffn_gate_exps\.weight$=q5_k
|
| 171 |
+
^blk\.11\.ffn_gate_shexp\.weight$=q8_0
|
| 172 |
+
^blk\.11\.ffn_up_exps\.weight$=q5_k
|
| 173 |
+
^blk\.11\.ffn_up_shexp\.weight$=q8_0
|
| 174 |
+
^blk\.12\.attn_gate\.weight$=q8_0
|
| 175 |
+
^blk\.12\.attn_qkv\.weight$=q8_0
|
| 176 |
+
^blk\.12\.ffn_down_exps\.weight$=q5_k
|
| 177 |
+
^blk\.12\.ffn_down_shexp\.weight$=q8_0
|
| 178 |
+
^blk\.12\.ffn_gate_exps\.weight$=q5_k
|
| 179 |
+
^blk\.12\.ffn_gate_shexp\.weight$=q8_0
|
| 180 |
+
^blk\.12\.ffn_up_exps\.weight$=q5_k
|
| 181 |
+
^blk\.12\.ffn_up_shexp\.weight$=q8_0
|
| 182 |
+
^blk\.12\.ssm_out\.weight$=q8_0
|
| 183 |
+
^blk\.13\.attn_gate\.weight$=q8_0
|
| 184 |
+
^blk\.13\.attn_qkv\.weight$=q8_0
|
| 185 |
+
^blk\.13\.ffn_down_exps\.weight$=q5_k
|
| 186 |
+
^blk\.13\.ffn_down_shexp\.weight$=q8_0
|
| 187 |
+
^blk\.13\.ffn_gate_exps\.weight$=q5_k
|
| 188 |
+
^blk\.13\.ffn_gate_shexp\.weight$=q8_0
|
| 189 |
+
^blk\.13\.ffn_up_exps\.weight$=q5_k
|
| 190 |
+
^blk\.13\.ffn_up_shexp\.weight$=q8_0
|
| 191 |
+
^blk\.13\.ssm_out\.weight$=q8_0
|
| 192 |
+
^blk\.14\.attn_gate\.weight$=q8_0
|
| 193 |
+
^blk\.14\.attn_qkv\.weight$=q8_0
|
| 194 |
+
^blk\.14\.ffn_down_exps\.weight$=q5_k
|
| 195 |
+
^blk\.14\.ffn_down_shexp\.weight$=q8_0
|
| 196 |
+
^blk\.14\.ffn_gate_exps\.weight$=q5_k
|
| 197 |
+
^blk\.14\.ffn_gate_shexp\.weight$=q8_0
|
| 198 |
+
^blk\.14\.ffn_up_exps\.weight$=q5_k
|
| 199 |
+
^blk\.14\.ffn_up_shexp\.weight$=q8_0
|
| 200 |
+
^blk\.14\.ssm_out\.weight$=q8_0
|
| 201 |
+
^blk\.15\.attn_k\.weight$=q8_0
|
| 202 |
+
^blk\.15\.attn_output\.weight$=q8_0
|
| 203 |
+
^blk\.15\.attn_q\.weight$=q8_0
|
| 204 |
+
^blk\.15\.attn_v\.weight$=q8_0
|
| 205 |
+
^blk\.15\.ffn_down_exps\.weight$=q5_k
|
| 206 |
+
^blk\.15\.ffn_down_shexp\.weight$=q8_0
|
| 207 |
+
^blk\.15\.ffn_gate_exps\.weight$=q5_k
|
| 208 |
+
^blk\.15\.ffn_gate_shexp\.weight$=q8_0
|
| 209 |
+
^blk\.15\.ffn_up_exps\.weight$=q5_k
|
| 210 |
+
^blk\.15\.ffn_up_shexp\.weight$=q8_0
|
| 211 |
+
^blk\.16\.attn_gate\.weight$=q8_0
|
| 212 |
+
^blk\.16\.attn_qkv\.weight$=q8_0
|
| 213 |
+
^blk\.16\.ffn_down_exps\.weight$=q5_k
|
| 214 |
+
^blk\.16\.ffn_down_shexp\.weight$=q8_0
|
| 215 |
+
^blk\.16\.ffn_gate_exps\.weight$=q5_k
|
| 216 |
+
^blk\.16\.ffn_gate_shexp\.weight$=q8_0
|
| 217 |
+
^blk\.16\.ffn_up_exps\.weight$=q5_k
|
| 218 |
+
^blk\.16\.ffn_up_shexp\.weight$=q8_0
|
| 219 |
+
^blk\.16\.ssm_out\.weight$=q8_0
|
| 220 |
+
^blk\.17\.attn_gate\.weight$=q8_0
|
| 221 |
+
^blk\.17\.attn_qkv\.weight$=q8_0
|
| 222 |
+
^blk\.17\.ffn_down_exps\.weight$=q5_k
|
| 223 |
+
^blk\.17\.ffn_down_shexp\.weight$=q8_0
|
| 224 |
+
^blk\.17\.ffn_gate_exps\.weight$=q5_k
|
| 225 |
+
^blk\.17\.ffn_gate_shexp\.weight$=q8_0
|
| 226 |
+
^blk\.17\.ffn_up_exps\.weight$=q5_k
|
| 227 |
+
^blk\.17\.ffn_up_shexp\.weight$=q8_0
|
| 228 |
+
^blk\.17\.ssm_out\.weight$=q8_0
|
| 229 |
+
^blk\.18\.attn_gate\.weight$=q8_0
|
| 230 |
+
^blk\.18\.attn_qkv\.weight$=q8_0
|
| 231 |
+
^blk\.18\.ffn_down_exps\.weight$=q5_k
|
| 232 |
+
^blk\.18\.ffn_down_shexp\.weight$=q8_0
|
| 233 |
+
^blk\.18\.ffn_gate_exps\.weight$=q5_k
|
| 234 |
+
^blk\.18\.ffn_gate_shexp\.weight$=q8_0
|
| 235 |
+
^blk\.18\.ffn_up_exps\.weight$=q5_k
|
| 236 |
+
^blk\.18\.ffn_up_shexp\.weight$=q8_0
|
| 237 |
+
^blk\.18\.ssm_out\.weight$=q8_0
|
| 238 |
+
^blk\.19\.attn_k\.weight$=q8_0
|
| 239 |
+
^blk\.19\.attn_output\.weight$=q8_0
|
| 240 |
+
^blk\.19\.attn_q\.weight$=q8_0
|
| 241 |
+
^blk\.19\.attn_v\.weight$=q8_0
|
| 242 |
+
^blk\.19\.ffn_down_exps\.weight$=q5_k
|
| 243 |
+
^blk\.19\.ffn_down_shexp\.weight$=q8_0
|
| 244 |
+
^blk\.19\.ffn_gate_exps\.weight$=q5_k
|
| 245 |
+
^blk\.19\.ffn_gate_shexp\.weight$=q8_0
|
| 246 |
+
^blk\.19\.ffn_up_exps\.weight$=q5_k
|
| 247 |
+
^blk\.19\.ffn_up_shexp\.weight$=q8_0
|
| 248 |
+
^blk\.20\.attn_gate\.weight$=q8_0
|
| 249 |
+
^blk\.20\.attn_qkv\.weight$=q8_0
|
| 250 |
+
^blk\.20\.ffn_down_exps\.weight$=q5_k
|
| 251 |
+
^blk\.20\.ffn_down_shexp\.weight$=q8_0
|
| 252 |
+
^blk\.20\.ffn_gate_exps\.weight$=q5_k
|
| 253 |
+
^blk\.20\.ffn_gate_shexp\.weight$=q8_0
|
| 254 |
+
^blk\.20\.ffn_up_exps\.weight$=q5_k
|
| 255 |
+
^blk\.20\.ffn_up_shexp\.weight$=q8_0
|
| 256 |
+
^blk\.20\.ssm_out\.weight$=q8_0
|
| 257 |
+
^blk\.21\.attn_gate\.weight$=q8_0
|
| 258 |
+
^blk\.21\.attn_qkv\.weight$=q8_0
|
| 259 |
+
^blk\.21\.ffn_down_exps\.weight$=q5_k
|
| 260 |
+
^blk\.21\.ffn_down_shexp\.weight$=q8_0
|
| 261 |
+
^blk\.21\.ffn_gate_exps\.weight$=q5_k
|
| 262 |
+
^blk\.21\.ffn_gate_shexp\.weight$=q8_0
|
| 263 |
+
^blk\.21\.ffn_up_exps\.weight$=q5_k
|
| 264 |
+
^blk\.21\.ffn_up_shexp\.weight$=q8_0
|
| 265 |
+
^blk\.21\.ssm_out\.weight$=q8_0
|
| 266 |
+
^blk\.22\.attn_gate\.weight$=q8_0
|
| 267 |
+
^blk\.22\.attn_qkv\.weight$=q8_0
|
| 268 |
+
^blk\.22\.ffn_down_exps\.weight$=q5_k
|
| 269 |
+
^blk\.22\.ffn_down_shexp\.weight$=q8_0
|
| 270 |
+
^blk\.22\.ffn_gate_exps\.weight$=q5_k
|
| 271 |
+
^blk\.22\.ffn_gate_shexp\.weight$=q8_0
|
| 272 |
+
^blk\.22\.ffn_up_exps\.weight$=q5_k
|
| 273 |
+
^blk\.22\.ffn_up_shexp\.weight$=q8_0
|
| 274 |
+
^blk\.22\.ssm_out\.weight$=q8_0
|
| 275 |
+
^blk\.23\.attn_k\.weight$=q8_0
|
| 276 |
+
^blk\.23\.attn_output\.weight$=q8_0
|
| 277 |
+
^blk\.23\.attn_q\.weight$=q8_0
|
| 278 |
+
^blk\.23\.attn_v\.weight$=q8_0
|
| 279 |
+
^blk\.23\.ffn_down_exps\.weight$=q5_k
|
| 280 |
+
^blk\.23\.ffn_down_shexp\.weight$=q8_0
|
| 281 |
+
^blk\.23\.ffn_gate_exps\.weight$=q5_k
|
| 282 |
+
^blk\.23\.ffn_gate_shexp\.weight$=q8_0
|
| 283 |
+
^blk\.23\.ffn_up_exps\.weight$=q5_k
|
| 284 |
+
^blk\.23\.ffn_up_shexp\.weight$=q8_0
|
| 285 |
+
^blk\.24\.attn_gate\.weight$=q8_0
|
| 286 |
+
^blk\.24\.attn_qkv\.weight$=q8_0
|
| 287 |
+
^blk\.24\.ffn_down_exps\.weight$=q5_k
|
| 288 |
+
^blk\.24\.ffn_down_shexp\.weight$=q8_0
|
| 289 |
+
^blk\.24\.ffn_gate_exps\.weight$=q5_k
|
| 290 |
+
^blk\.24\.ffn_gate_shexp\.weight$=q8_0
|
| 291 |
+
^blk\.24\.ffn_up_exps\.weight$=q5_k
|
| 292 |
+
^blk\.24\.ffn_up_shexp\.weight$=q8_0
|
| 293 |
+
^blk\.24\.ssm_out\.weight$=q8_0
|
| 294 |
+
^blk\.25\.attn_gate\.weight$=q8_0
|
| 295 |
+
^blk\.25\.attn_qkv\.weight$=q8_0
|
| 296 |
+
^blk\.25\.ffn_down_exps\.weight$=q5_k
|
| 297 |
+
^blk\.25\.ffn_down_shexp\.weight$=q8_0
|
| 298 |
+
^blk\.25\.ffn_gate_exps\.weight$=q5_k
|
| 299 |
+
^blk\.25\.ffn_gate_shexp\.weight$=q8_0
|
| 300 |
+
^blk\.25\.ffn_up_exps\.weight$=q5_k
|
| 301 |
+
^blk\.25\.ffn_up_shexp\.weight$=q8_0
|
| 302 |
+
^blk\.25\.ssm_out\.weight$=q8_0
|
| 303 |
+
^blk\.26\.attn_gate\.weight$=q8_0
|
| 304 |
+
^blk\.26\.attn_qkv\.weight$=q8_0
|
| 305 |
+
^blk\.26\.ffn_down_exps\.weight$=q5_k
|
| 306 |
+
^blk\.26\.ffn_down_shexp\.weight$=q8_0
|
| 307 |
+
^blk\.26\.ffn_gate_exps\.weight$=q5_k
|
| 308 |
+
^blk\.26\.ffn_gate_shexp\.weight$=q8_0
|
| 309 |
+
^blk\.26\.ffn_up_exps\.weight$=q5_k
|
| 310 |
+
^blk\.26\.ffn_up_shexp\.weight$=q8_0
|
| 311 |
+
^blk\.26\.ssm_out\.weight$=q8_0
|
| 312 |
+
^blk\.27\.attn_k\.weight$=q8_0
|
| 313 |
+
^blk\.27\.attn_output\.weight$=q8_0
|
| 314 |
+
^blk\.27\.attn_q\.weight$=q8_0
|
| 315 |
+
^blk\.27\.attn_v\.weight$=q8_0
|
| 316 |
+
^blk\.27\.ffn_down_exps\.weight$=q5_k
|
| 317 |
+
^blk\.27\.ffn_down_shexp\.weight$=q8_0
|
| 318 |
+
^blk\.27\.ffn_gate_exps\.weight$=q5_k
|
| 319 |
+
^blk\.27\.ffn_gate_shexp\.weight$=q8_0
|
| 320 |
+
^blk\.27\.ffn_up_exps\.weight$=q5_k
|
| 321 |
+
^blk\.27\.ffn_up_shexp\.weight$=q8_0
|
| 322 |
+
^blk\.28\.attn_gate\.weight$=q8_0
|
| 323 |
+
^blk\.28\.attn_qkv\.weight$=q8_0
|
| 324 |
+
^blk\.28\.ffn_down_exps\.weight$=q5_k
|
| 325 |
+
^blk\.28\.ffn_down_shexp\.weight$=q8_0
|
| 326 |
+
^blk\.28\.ffn_gate_exps\.weight$=q5_k
|
| 327 |
+
^blk\.28\.ffn_gate_shexp\.weight$=q8_0
|
| 328 |
+
^blk\.28\.ffn_up_exps\.weight$=q5_k
|
| 329 |
+
^blk\.28\.ffn_up_shexp\.weight$=q8_0
|
| 330 |
+
^blk\.28\.ssm_out\.weight$=q8_0
|
| 331 |
+
^blk\.29\.attn_gate\.weight$=q8_0
|
| 332 |
+
^blk\.29\.attn_qkv\.weight$=q8_0
|
| 333 |
+
^blk\.29\.ffn_down_exps\.weight$=q5_k
|
| 334 |
+
^blk\.29\.ffn_down_shexp\.weight$=q8_0
|
| 335 |
+
^blk\.29\.ffn_gate_exps\.weight$=q5_k
|
| 336 |
+
^blk\.29\.ffn_gate_shexp\.weight$=q8_0
|
| 337 |
+
^blk\.29\.ffn_up_exps\.weight$=q5_k
|
| 338 |
+
^blk\.29\.ffn_up_shexp\.weight$=q8_0
|
| 339 |
+
^blk\.29\.ssm_out\.weight$=q8_0
|
| 340 |
+
^blk\.30\.attn_gate\.weight$=q8_0
|
| 341 |
+
^blk\.30\.attn_qkv\.weight$=q8_0
|
| 342 |
+
^blk\.30\.ffn_down_exps\.weight$=q5_k
|
| 343 |
+
^blk\.30\.ffn_down_shexp\.weight$=q8_0
|
| 344 |
+
^blk\.30\.ffn_gate_exps\.weight$=q5_k
|
| 345 |
+
^blk\.30\.ffn_gate_shexp\.weight$=q8_0
|
| 346 |
+
^blk\.30\.ffn_up_exps\.weight$=q5_k
|
| 347 |
+
^blk\.30\.ffn_up_shexp\.weight$=q8_0
|
| 348 |
+
^blk\.30\.ssm_out\.weight$=q8_0
|
| 349 |
+
^blk\.31\.attn_k\.weight$=q8_0
|
| 350 |
+
^blk\.31\.attn_output\.weight$=q8_0
|
| 351 |
+
^blk\.31\.attn_q\.weight$=q8_0
|
| 352 |
+
^blk\.31\.attn_v\.weight$=q8_0
|
| 353 |
+
^blk\.31\.ffn_down_exps\.weight$=q8_0
|
| 354 |
+
^blk\.31\.ffn_down_shexp\.weight$=q8_0
|
| 355 |
+
^blk\.31\.ffn_gate_exps\.weight$=q5_k
|
| 356 |
+
^blk\.31\.ffn_gate_shexp\.weight$=q8_0
|
| 357 |
+
^blk\.31\.ffn_up_exps\.weight$=q5_k
|
| 358 |
+
^blk\.31\.ffn_up_shexp\.weight$=q8_0
|
| 359 |
+
^blk\.32\.attn_gate\.weight$=q8_0
|
| 360 |
+
^blk\.32\.attn_qkv\.weight$=q8_0
|
| 361 |
+
^blk\.32\.ffn_down_exps\.weight$=q5_k
|
| 362 |
+
^blk\.32\.ffn_down_shexp\.weight$=q8_0
|
| 363 |
+
^blk\.32\.ffn_gate_exps\.weight$=q5_k
|
| 364 |
+
^blk\.32\.ffn_gate_shexp\.weight$=q8_0
|
| 365 |
+
^blk\.32\.ffn_up_exps\.weight$=q5_k
|
| 366 |
+
^blk\.32\.ffn_up_shexp\.weight$=q8_0
|
| 367 |
+
^blk\.32\.ssm_out\.weight$=q8_0
|
| 368 |
+
^blk\.33\.attn_gate\.weight$=q8_0
|
| 369 |
+
^blk\.33\.attn_qkv\.weight$=q8_0
|
| 370 |
+
^blk\.33\.ffn_down_exps\.weight$=q5_k
|
| 371 |
+
^blk\.33\.ffn_down_shexp\.weight$=q8_0
|
| 372 |
+
^blk\.33\.ffn_gate_exps\.weight$=q5_k
|
| 373 |
+
^blk\.33\.ffn_gate_shexp\.weight$=q8_0
|
| 374 |
+
^blk\.33\.ffn_up_exps\.weight$=q5_k
|
| 375 |
+
^blk\.33\.ffn_up_shexp\.weight$=q8_0
|
| 376 |
+
^blk\.33\.ssm_out\.weight$=q8_0
|
| 377 |
+
^blk\.34\.attn_gate\.weight$=q8_0
|
| 378 |
+
^blk\.34\.attn_qkv\.weight$=q8_0
|
| 379 |
+
^blk\.34\.ffn_down_exps\.weight$=q5_k
|
| 380 |
+
^blk\.34\.ffn_down_shexp\.weight$=q8_0
|
| 381 |
+
^blk\.34\.ffn_gate_exps\.weight$=q5_k
|
| 382 |
+
^blk\.34\.ffn_gate_shexp\.weight$=q8_0
|
| 383 |
+
^blk\.34\.ffn_up_exps\.weight$=q5_k
|
| 384 |
+
^blk\.34\.ffn_up_shexp\.weight$=q8_0
|
| 385 |
+
^blk\.34\.ssm_out\.weight$=q8_0
|
| 386 |
+
^blk\.35\.attn_k\.weight$=q8_0
|
| 387 |
+
^blk\.35\.attn_output\.weight$=q8_0
|
| 388 |
+
^blk\.35\.attn_q\.weight$=q8_0
|
| 389 |
+
^blk\.35\.attn_v\.weight$=q8_0
|
| 390 |
+
^blk\.35\.ffn_down_exps\.weight$=q8_0
|
| 391 |
+
^blk\.35\.ffn_down_shexp\.weight$=q8_0
|
| 392 |
+
^blk\.35\.ffn_gate_exps\.weight$=q5_k
|
| 393 |
+
^blk\.35\.ffn_gate_shexp\.weight$=q8_0
|
| 394 |
+
^blk\.35\.ffn_up_exps\.weight$=q5_k
|
| 395 |
+
^blk\.35\.ffn_up_shexp\.weight$=q8_0
|
| 396 |
+
^blk\.36\.attn_gate\.weight$=q8_0
|
| 397 |
+
^blk\.36\.attn_qkv\.weight$=q8_0
|
| 398 |
+
^blk\.36\.ffn_down_exps\.weight$=q5_k
|
| 399 |
+
^blk\.36\.ffn_down_shexp\.weight$=q8_0
|
| 400 |
+
^blk\.36\.ffn_gate_exps\.weight$=q5_k
|
| 401 |
+
^blk\.36\.ffn_gate_shexp\.weight$=q8_0
|
| 402 |
+
^blk\.36\.ffn_up_exps\.weight$=q5_k
|
| 403 |
+
^blk\.36\.ffn_up_shexp\.weight$=q8_0
|
| 404 |
+
^blk\.36\.ssm_out\.weight$=q8_0
|
| 405 |
+
^blk\.37\.attn_gate\.weight$=q8_0
|
| 406 |
+
^blk\.37\.attn_qkv\.weight$=q8_0
|
| 407 |
+
^blk\.37\.ffn_down_exps\.weight$=q5_k
|
| 408 |
+
^blk\.37\.ffn_down_shexp\.weight$=q8_0
|
| 409 |
+
^blk\.37\.ffn_gate_exps\.weight$=q5_k
|
| 410 |
+
^blk\.37\.ffn_gate_shexp\.weight$=q8_0
|
| 411 |
+
^blk\.37\.ffn_up_exps\.weight$=q5_k
|
| 412 |
+
^blk\.37\.ffn_up_shexp\.weight$=q8_0
|
| 413 |
+
^blk\.37\.ssm_out\.weight$=q8_0
|
| 414 |
+
^blk\.38\.attn_gate\.weight$=q8_0
|
| 415 |
+
^blk\.38\.attn_qkv\.weight$=q8_0
|
| 416 |
+
^blk\.38\.ffn_down_exps\.weight$=q5_k
|
| 417 |
+
^blk\.38\.ffn_down_shexp\.weight$=q8_0
|
| 418 |
+
^blk\.38\.ffn_gate_exps\.weight$=q5_k
|
| 419 |
+
^blk\.38\.ffn_gate_shexp\.weight$=q8_0
|
| 420 |
+
^blk\.38\.ffn_up_exps\.weight$=q5_k
|
| 421 |
+
^blk\.38\.ffn_up_shexp\.weight$=q8_0
|
| 422 |
+
^blk\.38\.ssm_out\.weight$=q8_0
|
| 423 |
+
^blk\.39\.attn_k\.weight$=q8_0
|
| 424 |
+
^blk\.39\.attn_output\.weight$=q8_0
|
| 425 |
+
^blk\.39\.attn_q\.weight$=q8_0
|
| 426 |
+
^blk\.39\.attn_v\.weight$=q8_0
|
| 427 |
+
^blk\.39\.ffn_down_exps\.weight$=q8_0
|
| 428 |
+
^blk\.39\.ffn_down_shexp\.weight$=q8_0
|
| 429 |
+
^blk\.39\.ffn_gate_exps\.weight$=q8_0
|
| 430 |
+
^blk\.39\.ffn_gate_shexp\.weight$=q8_0
|
| 431 |
+
^blk\.39\.ffn_up_exps\.weight$=q8_0
|
| 432 |
+
^blk\.39\.ffn_up_shexp\.weight$=q8_0
|
layouts/InternScience_MLExpert-Q5_K_S.layout.json
ADDED
|
@@ -0,0 +1,223 @@
|
|
|
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|
|
|
|
|
|
|
|
|
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|
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|
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|
|
|
|
|
|
|
|
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|
|
|
|
|
|
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|
|
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|
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|
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|
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|
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|
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|
|
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|
|
|
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|
|
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|
|
|
|
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|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
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|
|
|
|
|
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|
|
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|
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|
|
|
|
|
|
|
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|
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|
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|
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|
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|
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|
| 1 |
+
{
|
| 2 |
+
"model": "/media/m2teamgroup/models/MLExpert-GGUF/InternScience_MLExpert-bf16.gguf",
|
| 3 |
+
"imatrix": "/media/m2teamgroup/models/MLExpert-GGUF/InternScience_MLExpert-imatrix.gguf",
|
| 4 |
+
"ftype": "Q5_K_S",
|
| 5 |
+
"base_type": "q5_k",
|
| 6 |
+
"family": "k",
|
| 7 |
+
"recipe": "ident",
|
| 8 |
+
"variant": "shr0.90",
|
| 9 |
+
"auto_crush": false,
|
| 10 |
+
"rung_mode": "share",
|
| 11 |
+
"tier": "S",
|
| 12 |
+
"rung_share": 0.9,
|
| 13 |
+
"crush_pass_bytes": null,
|
| 14 |
+
"embd_shares": {
|
| 15 |
+
"output.weight": {
|
| 16 |
+
"share": 0.0173,
|
| 17 |
+
"type": "q8_0"
|
| 18 |
+
},
|
| 19 |
+
"token_embd.weight": {
|
| 20 |
+
"share": 0.0145,
|
| 21 |
+
"type": "q8_0"
|
| 22 |
+
}
|
| 23 |
+
},
|
| 24 |
+
"arch": "moe",
|
| 25 |
+
"tied": false,
|
| 26 |
+
"n_layer": 40,
|
| 27 |
+
"body_rule": true,
|
| 28 |
+
"pins": {
|
| 29 |
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"^blk\\.0\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 30 |
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"^blk\\.0\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 31 |
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"^blk\\.1\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 32 |
+
"^blk\\.1\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 33 |
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"^blk\\.2\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 34 |
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"^blk\\.2\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 35 |
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|
| 36 |
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|
| 37 |
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"^blk\\.5\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 38 |
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|
| 39 |
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|
| 40 |
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|
| 41 |
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"^blk\\.8\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 42 |
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|
| 43 |
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|
| 44 |
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|
| 45 |
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"^blk\\.10\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 46 |
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|
| 47 |
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|
| 48 |
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|
| 49 |
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"^blk\\.13\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 50 |
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"^blk\\.13\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 51 |
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| 52 |
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|
| 53 |
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|
| 54 |
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|
| 55 |
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"^blk\\.17\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 56 |
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"^blk\\.17\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 57 |
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"^blk\\.18\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 58 |
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"^blk\\.18\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 59 |
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"^blk\\.20\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 60 |
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"^blk\\.20\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 61 |
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"^blk\\.21\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 62 |
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"^blk\\.21\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 63 |
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"^blk\\.22\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 64 |
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"^blk\\.22\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 65 |
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"^blk\\.24\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 66 |
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"^blk\\.24\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 67 |
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"^blk\\.25\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 68 |
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"^blk\\.25\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 69 |
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"^blk\\.26\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 70 |
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|
| 71 |
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"^blk\\.28\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 72 |
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"^blk\\.28\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 73 |
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"^blk\\.29\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 74 |
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"^blk\\.29\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 75 |
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"^blk\\.30\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 76 |
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"^blk\\.30\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 77 |
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"^blk\\.32\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 78 |
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"^blk\\.32\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 79 |
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"^blk\\.33\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 80 |
+
"^blk\\.33\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 81 |
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"^blk\\.34\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 82 |
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"^blk\\.34\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 83 |
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"^blk\\.36\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 84 |
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"^blk\\.36\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 85 |
+
"^blk\\.37\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 86 |
+
"^blk\\.37\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 87 |
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"^blk\\.38\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 88 |
+
"^blk\\.38\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32"
|
| 89 |
+
},
|
| 90 |
+
"shape_pins": {},
|
| 91 |
+
"fixed_pins": {
|
| 92 |
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"blk.0.ssm_alpha.weight": "f32",
|
| 93 |
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"blk.0.ssm_beta.weight": "f32",
|
| 94 |
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"blk.1.ssm_alpha.weight": "f32",
|
| 95 |
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"blk.1.ssm_beta.weight": "f32",
|
| 96 |
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"blk.2.ssm_alpha.weight": "f32",
|
| 97 |
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"blk.2.ssm_beta.weight": "f32",
|
| 98 |
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"blk.4.ssm_alpha.weight": "f32",
|
| 99 |
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"blk.4.ssm_beta.weight": "f32",
|
| 100 |
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"blk.5.ssm_alpha.weight": "f32",
|
| 101 |
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"blk.5.ssm_beta.weight": "f32",
|
| 102 |
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"blk.6.ssm_alpha.weight": "f32",
|
| 103 |
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"blk.6.ssm_beta.weight": "f32",
|
| 104 |
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"blk.8.ssm_alpha.weight": "f32",
|
| 105 |
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"blk.8.ssm_beta.weight": "f32",
|
| 106 |
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"blk.9.ssm_alpha.weight": "f32",
|
| 107 |
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"blk.9.ssm_beta.weight": "f32",
|
| 108 |
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"blk.10.ssm_alpha.weight": "f32",
|
| 109 |
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"blk.10.ssm_beta.weight": "f32",
|
| 110 |
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"blk.12.ssm_alpha.weight": "f32",
|
| 111 |
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"blk.12.ssm_beta.weight": "f32",
|
| 112 |
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"blk.13.ssm_alpha.weight": "f32",
|
| 113 |
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"blk.13.ssm_beta.weight": "f32",
|
| 114 |
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"blk.14.ssm_alpha.weight": "f32",
|
| 115 |
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"blk.14.ssm_beta.weight": "f32",
|
| 116 |
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"blk.16.ssm_alpha.weight": "f32",
|
| 117 |
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"blk.16.ssm_beta.weight": "f32",
|
| 118 |
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"blk.17.ssm_alpha.weight": "f32",
|
| 119 |
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"blk.17.ssm_beta.weight": "f32",
|
| 120 |
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"blk.18.ssm_alpha.weight": "f32",
|
| 121 |
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"blk.18.ssm_beta.weight": "f32",
|
| 122 |
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"blk.20.ssm_alpha.weight": "f32",
|
| 123 |
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"blk.20.ssm_beta.weight": "f32",
|
| 124 |
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"blk.21.ssm_alpha.weight": "f32",
|
| 125 |
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"blk.21.ssm_beta.weight": "f32",
|
| 126 |
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"blk.22.ssm_alpha.weight": "f32",
|
| 127 |
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"blk.22.ssm_beta.weight": "f32",
|
| 128 |
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"blk.24.ssm_alpha.weight": "f32",
|
| 129 |
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"blk.24.ssm_beta.weight": "f32",
|
| 130 |
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"blk.25.ssm_alpha.weight": "f32",
|
| 131 |
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"blk.25.ssm_beta.weight": "f32",
|
| 132 |
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"blk.26.ssm_alpha.weight": "f32",
|
| 133 |
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"blk.26.ssm_beta.weight": "f32",
|
| 134 |
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"blk.28.ssm_alpha.weight": "f32",
|
| 135 |
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"blk.28.ssm_beta.weight": "f32",
|
| 136 |
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"blk.29.ssm_alpha.weight": "f32",
|
| 137 |
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"blk.29.ssm_beta.weight": "f32",
|
| 138 |
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"blk.30.ssm_alpha.weight": "f32",
|
| 139 |
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"blk.30.ssm_beta.weight": "f32",
|
| 140 |
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"blk.32.ssm_alpha.weight": "f32",
|
| 141 |
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"blk.32.ssm_beta.weight": "f32",
|
| 142 |
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"blk.33.ssm_alpha.weight": "f32",
|
| 143 |
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"blk.33.ssm_beta.weight": "f32",
|
| 144 |
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"blk.34.ssm_alpha.weight": "f32",
|
| 145 |
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"blk.34.ssm_beta.weight": "f32",
|
| 146 |
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"blk.36.ssm_alpha.weight": "f32",
|
| 147 |
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"blk.36.ssm_beta.weight": "f32",
|
| 148 |
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"blk.37.ssm_alpha.weight": "f32",
|
| 149 |
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"blk.37.ssm_beta.weight": "f32",
|
| 150 |
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"blk.38.ssm_alpha.weight": "f32",
|
| 151 |
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"blk.38.ssm_beta.weight": "f32"
|
| 152 |
+
},
|
| 153 |
+
"embeddings": {
|
| 154 |
+
"output.weight": "q8_0",
|
| 155 |
+
"token_embd.weight": "q8_0"
|
| 156 |
+
},
|
| 157 |
+
"bytes": {
|
| 158 |
+
"heuristic_body+embd": 24040579072,
|
| 159 |
+
"map_body+embd": 25021513728,
|
| 160 |
+
"ratio": 1.0408,
|
| 161 |
+
"note": "quantizable, unpinned tensors only; pinned/unquantized tensors are identical in both"
|
| 162 |
+
},
|
| 163 |
+
"body_base_share": 0.902,
|
| 164 |
+
"body_bpw": 5.697,
|
| 165 |
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"body_bpw_heuristic": 5.539,
|
| 166 |
+
"total_params": 34660610688,
|
| 167 |
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"file_bytes_pred": 25126095360,
|
| 168 |
+
"file_bpw_pred": 5.799,
|
| 169 |
+
"histogram": {
|
| 170 |
+
"attn_gate": {
|
| 171 |
+
"q8_0": 30
|
| 172 |
+
},
|
| 173 |
+
"attn_k": {
|
| 174 |
+
"q8_0": 10
|
| 175 |
+
},
|
| 176 |
+
"attn_output": {
|
| 177 |
+
"q8_0": 10
|
| 178 |
+
},
|
| 179 |
+
"attn_q": {
|
| 180 |
+
"q8_0": 10
|
| 181 |
+
},
|
| 182 |
+
"attn_qkv": {
|
| 183 |
+
"q8_0": 30
|
| 184 |
+
},
|
| 185 |
+
"attn_v": {
|
| 186 |
+
"q8_0": 10
|
| 187 |
+
},
|
| 188 |
+
"ffn_down_exps": {
|
| 189 |
+
"q5_k": 39,
|
| 190 |
+
"q8_0": 1
|
| 191 |
+
},
|
| 192 |
+
"ffn_down_shexp": {
|
| 193 |
+
"q8_0": 40
|
| 194 |
+
},
|
| 195 |
+
"ffn_gate_exps": {
|
| 196 |
+
"q5_k": 39,
|
| 197 |
+
"q8_0": 1
|
| 198 |
+
},
|
| 199 |
+
"ffn_gate_shexp": {
|
| 200 |
+
"q8_0": 40
|
| 201 |
+
},
|
| 202 |
+
"ffn_up_exps": {
|
| 203 |
+
"q5_k": 39,
|
| 204 |
+
"q8_0": 1
|
| 205 |
+
},
|
| 206 |
+
"ffn_up_shexp": {
|
| 207 |
+
"q8_0": 40
|
| 208 |
+
},
|
| 209 |
+
"ssm_out": {
|
| 210 |
+
"q8_0": 30
|
| 211 |
+
}
|
| 212 |
+
},
|
| 213 |
+
"prior": "layout/prior.json",
|
| 214 |
+
"pin_rule": "floor",
|
| 215 |
+
"embd_cap": "heur",
|
| 216 |
+
"generator": "auto_quant_v2.layout",
|
| 217 |
+
"generator_key": "3bf8b43e20a68f0b",
|
| 218 |
+
"quant_type": "Q5_K_S",
|
| 219 |
+
"quantize_ftype": "Q5_K_S",
|
| 220 |
+
"llama_cpp_version": "b11716",
|
| 221 |
+
"unknown_kinds": {},
|
| 222 |
+
"commit": "0933d56cdc75d35ccd1973a9eebfe2cafbd935d5"
|
| 223 |
+
}
|
layouts/InternScience_MLExpert-Q5_K_S.tensor-types.txt
ADDED
|
@@ -0,0 +1,432 @@
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|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
^blk\.0\.ssm_alpha\.weight$=f32
|
| 2 |
+
^blk\.0\.ssm_beta\.weight$=f32
|
| 3 |
+
^blk\.1\.ssm_alpha\.weight$=f32
|
| 4 |
+
^blk\.1\.ssm_beta\.weight$=f32
|
| 5 |
+
^blk\.2\.ssm_alpha\.weight$=f32
|
| 6 |
+
^blk\.2\.ssm_beta\.weight$=f32
|
| 7 |
+
^blk\.4\.ssm_alpha\.weight$=f32
|
| 8 |
+
^blk\.4\.ssm_beta\.weight$=f32
|
| 9 |
+
^blk\.5\.ssm_alpha\.weight$=f32
|
| 10 |
+
^blk\.5\.ssm_beta\.weight$=f32
|
| 11 |
+
^blk\.6\.ssm_alpha\.weight$=f32
|
| 12 |
+
^blk\.6\.ssm_beta\.weight$=f32
|
| 13 |
+
^blk\.8\.ssm_alpha\.weight$=f32
|
| 14 |
+
^blk\.8\.ssm_beta\.weight$=f32
|
| 15 |
+
^blk\.9\.ssm_alpha\.weight$=f32
|
| 16 |
+
^blk\.9\.ssm_beta\.weight$=f32
|
| 17 |
+
^blk\.10\.ssm_alpha\.weight$=f32
|
| 18 |
+
^blk\.10\.ssm_beta\.weight$=f32
|
| 19 |
+
^blk\.12\.ssm_alpha\.weight$=f32
|
| 20 |
+
^blk\.12\.ssm_beta\.weight$=f32
|
| 21 |
+
^blk\.13\.ssm_alpha\.weight$=f32
|
| 22 |
+
^blk\.13\.ssm_beta\.weight$=f32
|
| 23 |
+
^blk\.14\.ssm_alpha\.weight$=f32
|
| 24 |
+
^blk\.14\.ssm_beta\.weight$=f32
|
| 25 |
+
^blk\.16\.ssm_alpha\.weight$=f32
|
| 26 |
+
^blk\.16\.ssm_beta\.weight$=f32
|
| 27 |
+
^blk\.17\.ssm_alpha\.weight$=f32
|
| 28 |
+
^blk\.17\.ssm_beta\.weight$=f32
|
| 29 |
+
^blk\.18\.ssm_alpha\.weight$=f32
|
| 30 |
+
^blk\.18\.ssm_beta\.weight$=f32
|
| 31 |
+
^blk\.20\.ssm_alpha\.weight$=f32
|
| 32 |
+
^blk\.20\.ssm_beta\.weight$=f32
|
| 33 |
+
^blk\.21\.ssm_alpha\.weight$=f32
|
| 34 |
+
^blk\.21\.ssm_beta\.weight$=f32
|
| 35 |
+
^blk\.22\.ssm_alpha\.weight$=f32
|
| 36 |
+
^blk\.22\.ssm_beta\.weight$=f32
|
| 37 |
+
^blk\.24\.ssm_alpha\.weight$=f32
|
| 38 |
+
^blk\.24\.ssm_beta\.weight$=f32
|
| 39 |
+
^blk\.25\.ssm_alpha\.weight$=f32
|
| 40 |
+
^blk\.25\.ssm_beta\.weight$=f32
|
| 41 |
+
^blk\.26\.ssm_alpha\.weight$=f32
|
| 42 |
+
^blk\.26\.ssm_beta\.weight$=f32
|
| 43 |
+
^blk\.28\.ssm_alpha\.weight$=f32
|
| 44 |
+
^blk\.28\.ssm_beta\.weight$=f32
|
| 45 |
+
^blk\.29\.ssm_alpha\.weight$=f32
|
| 46 |
+
^blk\.29\.ssm_beta\.weight$=f32
|
| 47 |
+
^blk\.30\.ssm_alpha\.weight$=f32
|
| 48 |
+
^blk\.30\.ssm_beta\.weight$=f32
|
| 49 |
+
^blk\.32\.ssm_alpha\.weight$=f32
|
| 50 |
+
^blk\.32\.ssm_beta\.weight$=f32
|
| 51 |
+
^blk\.33\.ssm_alpha\.weight$=f32
|
| 52 |
+
^blk\.33\.ssm_beta\.weight$=f32
|
| 53 |
+
^blk\.34\.ssm_alpha\.weight$=f32
|
| 54 |
+
^blk\.34\.ssm_beta\.weight$=f32
|
| 55 |
+
^blk\.36\.ssm_alpha\.weight$=f32
|
| 56 |
+
^blk\.36\.ssm_beta\.weight$=f32
|
| 57 |
+
^blk\.37\.ssm_alpha\.weight$=f32
|
| 58 |
+
^blk\.37\.ssm_beta\.weight$=f32
|
| 59 |
+
^blk\.38\.ssm_alpha\.weight$=f32
|
| 60 |
+
^blk\.38\.ssm_beta\.weight$=f32
|
| 61 |
+
^output\.weight$=q8_0
|
| 62 |
+
^token_embd\.weight$=q8_0
|
| 63 |
+
^blk\.0\.attn_gate\.weight$=q8_0
|
| 64 |
+
^blk\.0\.attn_qkv\.weight$=q8_0
|
| 65 |
+
^blk\.0\.ffn_down_exps\.weight$=q5_k
|
| 66 |
+
^blk\.0\.ffn_down_shexp\.weight$=q8_0
|
| 67 |
+
^blk\.0\.ffn_gate_exps\.weight$=q5_k
|
| 68 |
+
^blk\.0\.ffn_gate_shexp\.weight$=q8_0
|
| 69 |
+
^blk\.0\.ffn_up_exps\.weight$=q5_k
|
| 70 |
+
^blk\.0\.ffn_up_shexp\.weight$=q8_0
|
| 71 |
+
^blk\.0\.ssm_out\.weight$=q8_0
|
| 72 |
+
^blk\.1\.attn_gate\.weight$=q8_0
|
| 73 |
+
^blk\.1\.attn_qkv\.weight$=q8_0
|
| 74 |
+
^blk\.1\.ffn_down_exps\.weight$=q5_k
|
| 75 |
+
^blk\.1\.ffn_down_shexp\.weight$=q8_0
|
| 76 |
+
^blk\.1\.ffn_gate_exps\.weight$=q5_k
|
| 77 |
+
^blk\.1\.ffn_gate_shexp\.weight$=q8_0
|
| 78 |
+
^blk\.1\.ffn_up_exps\.weight$=q5_k
|
| 79 |
+
^blk\.1\.ffn_up_shexp\.weight$=q8_0
|
| 80 |
+
^blk\.1\.ssm_out\.weight$=q8_0
|
| 81 |
+
^blk\.2\.attn_gate\.weight$=q8_0
|
| 82 |
+
^blk\.2\.attn_qkv\.weight$=q8_0
|
| 83 |
+
^blk\.2\.ffn_down_exps\.weight$=q5_k
|
| 84 |
+
^blk\.2\.ffn_down_shexp\.weight$=q8_0
|
| 85 |
+
^blk\.2\.ffn_gate_exps\.weight$=q5_k
|
| 86 |
+
^blk\.2\.ffn_gate_shexp\.weight$=q8_0
|
| 87 |
+
^blk\.2\.ffn_up_exps\.weight$=q5_k
|
| 88 |
+
^blk\.2\.ffn_up_shexp\.weight$=q8_0
|
| 89 |
+
^blk\.2\.ssm_out\.weight$=q8_0
|
| 90 |
+
^blk\.3\.attn_k\.weight$=q8_0
|
| 91 |
+
^blk\.3\.attn_output\.weight$=q8_0
|
| 92 |
+
^blk\.3\.attn_q\.weight$=q8_0
|
| 93 |
+
^blk\.3\.attn_v\.weight$=q8_0
|
| 94 |
+
^blk\.3\.ffn_down_exps\.weight$=q5_k
|
| 95 |
+
^blk\.3\.ffn_down_shexp\.weight$=q8_0
|
| 96 |
+
^blk\.3\.ffn_gate_exps\.weight$=q5_k
|
| 97 |
+
^blk\.3\.ffn_gate_shexp\.weight$=q8_0
|
| 98 |
+
^blk\.3\.ffn_up_exps\.weight$=q5_k
|
| 99 |
+
^blk\.3\.ffn_up_shexp\.weight$=q8_0
|
| 100 |
+
^blk\.4\.attn_gate\.weight$=q8_0
|
| 101 |
+
^blk\.4\.attn_qkv\.weight$=q8_0
|
| 102 |
+
^blk\.4\.ffn_down_exps\.weight$=q5_k
|
| 103 |
+
^blk\.4\.ffn_down_shexp\.weight$=q8_0
|
| 104 |
+
^blk\.4\.ffn_gate_exps\.weight$=q5_k
|
| 105 |
+
^blk\.4\.ffn_gate_shexp\.weight$=q8_0
|
| 106 |
+
^blk\.4\.ffn_up_exps\.weight$=q5_k
|
| 107 |
+
^blk\.4\.ffn_up_shexp\.weight$=q8_0
|
| 108 |
+
^blk\.4\.ssm_out\.weight$=q8_0
|
| 109 |
+
^blk\.5\.attn_gate\.weight$=q8_0
|
| 110 |
+
^blk\.5\.attn_qkv\.weight$=q8_0
|
| 111 |
+
^blk\.5\.ffn_down_exps\.weight$=q5_k
|
| 112 |
+
^blk\.5\.ffn_down_shexp\.weight$=q8_0
|
| 113 |
+
^blk\.5\.ffn_gate_exps\.weight$=q5_k
|
| 114 |
+
^blk\.5\.ffn_gate_shexp\.weight$=q8_0
|
| 115 |
+
^blk\.5\.ffn_up_exps\.weight$=q5_k
|
| 116 |
+
^blk\.5\.ffn_up_shexp\.weight$=q8_0
|
| 117 |
+
^blk\.5\.ssm_out\.weight$=q8_0
|
| 118 |
+
^blk\.6\.attn_gate\.weight$=q8_0
|
| 119 |
+
^blk\.6\.attn_qkv\.weight$=q8_0
|
| 120 |
+
^blk\.6\.ffn_down_exps\.weight$=q5_k
|
| 121 |
+
^blk\.6\.ffn_down_shexp\.weight$=q8_0
|
| 122 |
+
^blk\.6\.ffn_gate_exps\.weight$=q5_k
|
| 123 |
+
^blk\.6\.ffn_gate_shexp\.weight$=q8_0
|
| 124 |
+
^blk\.6\.ffn_up_exps\.weight$=q5_k
|
| 125 |
+
^blk\.6\.ffn_up_shexp\.weight$=q8_0
|
| 126 |
+
^blk\.6\.ssm_out\.weight$=q8_0
|
| 127 |
+
^blk\.7\.attn_k\.weight$=q8_0
|
| 128 |
+
^blk\.7\.attn_output\.weight$=q8_0
|
| 129 |
+
^blk\.7\.attn_q\.weight$=q8_0
|
| 130 |
+
^blk\.7\.attn_v\.weight$=q8_0
|
| 131 |
+
^blk\.7\.ffn_down_exps\.weight$=q5_k
|
| 132 |
+
^blk\.7\.ffn_down_shexp\.weight$=q8_0
|
| 133 |
+
^blk\.7\.ffn_gate_exps\.weight$=q5_k
|
| 134 |
+
^blk\.7\.ffn_gate_shexp\.weight$=q8_0
|
| 135 |
+
^blk\.7\.ffn_up_exps\.weight$=q5_k
|
| 136 |
+
^blk\.7\.ffn_up_shexp\.weight$=q8_0
|
| 137 |
+
^blk\.8\.attn_gate\.weight$=q8_0
|
| 138 |
+
^blk\.8\.attn_qkv\.weight$=q8_0
|
| 139 |
+
^blk\.8\.ffn_down_exps\.weight$=q5_k
|
| 140 |
+
^blk\.8\.ffn_down_shexp\.weight$=q8_0
|
| 141 |
+
^blk\.8\.ffn_gate_exps\.weight$=q5_k
|
| 142 |
+
^blk\.8\.ffn_gate_shexp\.weight$=q8_0
|
| 143 |
+
^blk\.8\.ffn_up_exps\.weight$=q5_k
|
| 144 |
+
^blk\.8\.ffn_up_shexp\.weight$=q8_0
|
| 145 |
+
^blk\.8\.ssm_out\.weight$=q8_0
|
| 146 |
+
^blk\.9\.attn_gate\.weight$=q8_0
|
| 147 |
+
^blk\.9\.attn_qkv\.weight$=q8_0
|
| 148 |
+
^blk\.9\.ffn_down_exps\.weight$=q5_k
|
| 149 |
+
^blk\.9\.ffn_down_shexp\.weight$=q8_0
|
| 150 |
+
^blk\.9\.ffn_gate_exps\.weight$=q5_k
|
| 151 |
+
^blk\.9\.ffn_gate_shexp\.weight$=q8_0
|
| 152 |
+
^blk\.9\.ffn_up_exps\.weight$=q5_k
|
| 153 |
+
^blk\.9\.ffn_up_shexp\.weight$=q8_0
|
| 154 |
+
^blk\.9\.ssm_out\.weight$=q8_0
|
| 155 |
+
^blk\.10\.attn_gate\.weight$=q8_0
|
| 156 |
+
^blk\.10\.attn_qkv\.weight$=q8_0
|
| 157 |
+
^blk\.10\.ffn_down_exps\.weight$=q5_k
|
| 158 |
+
^blk\.10\.ffn_down_shexp\.weight$=q8_0
|
| 159 |
+
^blk\.10\.ffn_gate_exps\.weight$=q5_k
|
| 160 |
+
^blk\.10\.ffn_gate_shexp\.weight$=q8_0
|
| 161 |
+
^blk\.10\.ffn_up_exps\.weight$=q5_k
|
| 162 |
+
^blk\.10\.ffn_up_shexp\.weight$=q8_0
|
| 163 |
+
^blk\.10\.ssm_out\.weight$=q8_0
|
| 164 |
+
^blk\.11\.attn_k\.weight$=q8_0
|
| 165 |
+
^blk\.11\.attn_output\.weight$=q8_0
|
| 166 |
+
^blk\.11\.attn_q\.weight$=q8_0
|
| 167 |
+
^blk\.11\.attn_v\.weight$=q8_0
|
| 168 |
+
^blk\.11\.ffn_down_exps\.weight$=q5_k
|
| 169 |
+
^blk\.11\.ffn_down_shexp\.weight$=q8_0
|
| 170 |
+
^blk\.11\.ffn_gate_exps\.weight$=q5_k
|
| 171 |
+
^blk\.11\.ffn_gate_shexp\.weight$=q8_0
|
| 172 |
+
^blk\.11\.ffn_up_exps\.weight$=q5_k
|
| 173 |
+
^blk\.11\.ffn_up_shexp\.weight$=q8_0
|
| 174 |
+
^blk\.12\.attn_gate\.weight$=q8_0
|
| 175 |
+
^blk\.12\.attn_qkv\.weight$=q8_0
|
| 176 |
+
^blk\.12\.ffn_down_exps\.weight$=q5_k
|
| 177 |
+
^blk\.12\.ffn_down_shexp\.weight$=q8_0
|
| 178 |
+
^blk\.12\.ffn_gate_exps\.weight$=q5_k
|
| 179 |
+
^blk\.12\.ffn_gate_shexp\.weight$=q8_0
|
| 180 |
+
^blk\.12\.ffn_up_exps\.weight$=q5_k
|
| 181 |
+
^blk\.12\.ffn_up_shexp\.weight$=q8_0
|
| 182 |
+
^blk\.12\.ssm_out\.weight$=q8_0
|
| 183 |
+
^blk\.13\.attn_gate\.weight$=q8_0
|
| 184 |
+
^blk\.13\.attn_qkv\.weight$=q8_0
|
| 185 |
+
^blk\.13\.ffn_down_exps\.weight$=q5_k
|
| 186 |
+
^blk\.13\.ffn_down_shexp\.weight$=q8_0
|
| 187 |
+
^blk\.13\.ffn_gate_exps\.weight$=q5_k
|
| 188 |
+
^blk\.13\.ffn_gate_shexp\.weight$=q8_0
|
| 189 |
+
^blk\.13\.ffn_up_exps\.weight$=q5_k
|
| 190 |
+
^blk\.13\.ffn_up_shexp\.weight$=q8_0
|
| 191 |
+
^blk\.13\.ssm_out\.weight$=q8_0
|
| 192 |
+
^blk\.14\.attn_gate\.weight$=q8_0
|
| 193 |
+
^blk\.14\.attn_qkv\.weight$=q8_0
|
| 194 |
+
^blk\.14\.ffn_down_exps\.weight$=q5_k
|
| 195 |
+
^blk\.14\.ffn_down_shexp\.weight$=q8_0
|
| 196 |
+
^blk\.14\.ffn_gate_exps\.weight$=q5_k
|
| 197 |
+
^blk\.14\.ffn_gate_shexp\.weight$=q8_0
|
| 198 |
+
^blk\.14\.ffn_up_exps\.weight$=q5_k
|
| 199 |
+
^blk\.14\.ffn_up_shexp\.weight$=q8_0
|
| 200 |
+
^blk\.14\.ssm_out\.weight$=q8_0
|
| 201 |
+
^blk\.15\.attn_k\.weight$=q8_0
|
| 202 |
+
^blk\.15\.attn_output\.weight$=q8_0
|
| 203 |
+
^blk\.15\.attn_q\.weight$=q8_0
|
| 204 |
+
^blk\.15\.attn_v\.weight$=q8_0
|
| 205 |
+
^blk\.15\.ffn_down_exps\.weight$=q5_k
|
| 206 |
+
^blk\.15\.ffn_down_shexp\.weight$=q8_0
|
| 207 |
+
^blk\.15\.ffn_gate_exps\.weight$=q5_k
|
| 208 |
+
^blk\.15\.ffn_gate_shexp\.weight$=q8_0
|
| 209 |
+
^blk\.15\.ffn_up_exps\.weight$=q5_k
|
| 210 |
+
^blk\.15\.ffn_up_shexp\.weight$=q8_0
|
| 211 |
+
^blk\.16\.attn_gate\.weight$=q8_0
|
| 212 |
+
^blk\.16\.attn_qkv\.weight$=q8_0
|
| 213 |
+
^blk\.16\.ffn_down_exps\.weight$=q5_k
|
| 214 |
+
^blk\.16\.ffn_down_shexp\.weight$=q8_0
|
| 215 |
+
^blk\.16\.ffn_gate_exps\.weight$=q5_k
|
| 216 |
+
^blk\.16\.ffn_gate_shexp\.weight$=q8_0
|
| 217 |
+
^blk\.16\.ffn_up_exps\.weight$=q5_k
|
| 218 |
+
^blk\.16\.ffn_up_shexp\.weight$=q8_0
|
| 219 |
+
^blk\.16\.ssm_out\.weight$=q8_0
|
| 220 |
+
^blk\.17\.attn_gate\.weight$=q8_0
|
| 221 |
+
^blk\.17\.attn_qkv\.weight$=q8_0
|
| 222 |
+
^blk\.17\.ffn_down_exps\.weight$=q5_k
|
| 223 |
+
^blk\.17\.ffn_down_shexp\.weight$=q8_0
|
| 224 |
+
^blk\.17\.ffn_gate_exps\.weight$=q5_k
|
| 225 |
+
^blk\.17\.ffn_gate_shexp\.weight$=q8_0
|
| 226 |
+
^blk\.17\.ffn_up_exps\.weight$=q5_k
|
| 227 |
+
^blk\.17\.ffn_up_shexp\.weight$=q8_0
|
| 228 |
+
^blk\.17\.ssm_out\.weight$=q8_0
|
| 229 |
+
^blk\.18\.attn_gate\.weight$=q8_0
|
| 230 |
+
^blk\.18\.attn_qkv\.weight$=q8_0
|
| 231 |
+
^blk\.18\.ffn_down_exps\.weight$=q5_k
|
| 232 |
+
^blk\.18\.ffn_down_shexp\.weight$=q8_0
|
| 233 |
+
^blk\.18\.ffn_gate_exps\.weight$=q5_k
|
| 234 |
+
^blk\.18\.ffn_gate_shexp\.weight$=q8_0
|
| 235 |
+
^blk\.18\.ffn_up_exps\.weight$=q5_k
|
| 236 |
+
^blk\.18\.ffn_up_shexp\.weight$=q8_0
|
| 237 |
+
^blk\.18\.ssm_out\.weight$=q8_0
|
| 238 |
+
^blk\.19\.attn_k\.weight$=q8_0
|
| 239 |
+
^blk\.19\.attn_output\.weight$=q8_0
|
| 240 |
+
^blk\.19\.attn_q\.weight$=q8_0
|
| 241 |
+
^blk\.19\.attn_v\.weight$=q8_0
|
| 242 |
+
^blk\.19\.ffn_down_exps\.weight$=q5_k
|
| 243 |
+
^blk\.19\.ffn_down_shexp\.weight$=q8_0
|
| 244 |
+
^blk\.19\.ffn_gate_exps\.weight$=q5_k
|
| 245 |
+
^blk\.19\.ffn_gate_shexp\.weight$=q8_0
|
| 246 |
+
^blk\.19\.ffn_up_exps\.weight$=q5_k
|
| 247 |
+
^blk\.19\.ffn_up_shexp\.weight$=q8_0
|
| 248 |
+
^blk\.20\.attn_gate\.weight$=q8_0
|
| 249 |
+
^blk\.20\.attn_qkv\.weight$=q8_0
|
| 250 |
+
^blk\.20\.ffn_down_exps\.weight$=q5_k
|
| 251 |
+
^blk\.20\.ffn_down_shexp\.weight$=q8_0
|
| 252 |
+
^blk\.20\.ffn_gate_exps\.weight$=q5_k
|
| 253 |
+
^blk\.20\.ffn_gate_shexp\.weight$=q8_0
|
| 254 |
+
^blk\.20\.ffn_up_exps\.weight$=q5_k
|
| 255 |
+
^blk\.20\.ffn_up_shexp\.weight$=q8_0
|
| 256 |
+
^blk\.20\.ssm_out\.weight$=q8_0
|
| 257 |
+
^blk\.21\.attn_gate\.weight$=q8_0
|
| 258 |
+
^blk\.21\.attn_qkv\.weight$=q8_0
|
| 259 |
+
^blk\.21\.ffn_down_exps\.weight$=q5_k
|
| 260 |
+
^blk\.21\.ffn_down_shexp\.weight$=q8_0
|
| 261 |
+
^blk\.21\.ffn_gate_exps\.weight$=q5_k
|
| 262 |
+
^blk\.21\.ffn_gate_shexp\.weight$=q8_0
|
| 263 |
+
^blk\.21\.ffn_up_exps\.weight$=q5_k
|
| 264 |
+
^blk\.21\.ffn_up_shexp\.weight$=q8_0
|
| 265 |
+
^blk\.21\.ssm_out\.weight$=q8_0
|
| 266 |
+
^blk\.22\.attn_gate\.weight$=q8_0
|
| 267 |
+
^blk\.22\.attn_qkv\.weight$=q8_0
|
| 268 |
+
^blk\.22\.ffn_down_exps\.weight$=q5_k
|
| 269 |
+
^blk\.22\.ffn_down_shexp\.weight$=q8_0
|
| 270 |
+
^blk\.22\.ffn_gate_exps\.weight$=q5_k
|
| 271 |
+
^blk\.22\.ffn_gate_shexp\.weight$=q8_0
|
| 272 |
+
^blk\.22\.ffn_up_exps\.weight$=q5_k
|
| 273 |
+
^blk\.22\.ffn_up_shexp\.weight$=q8_0
|
| 274 |
+
^blk\.22\.ssm_out\.weight$=q8_0
|
| 275 |
+
^blk\.23\.attn_k\.weight$=q8_0
|
| 276 |
+
^blk\.23\.attn_output\.weight$=q8_0
|
| 277 |
+
^blk\.23\.attn_q\.weight$=q8_0
|
| 278 |
+
^blk\.23\.attn_v\.weight$=q8_0
|
| 279 |
+
^blk\.23\.ffn_down_exps\.weight$=q5_k
|
| 280 |
+
^blk\.23\.ffn_down_shexp\.weight$=q8_0
|
| 281 |
+
^blk\.23\.ffn_gate_exps\.weight$=q5_k
|
| 282 |
+
^blk\.23\.ffn_gate_shexp\.weight$=q8_0
|
| 283 |
+
^blk\.23\.ffn_up_exps\.weight$=q5_k
|
| 284 |
+
^blk\.23\.ffn_up_shexp\.weight$=q8_0
|
| 285 |
+
^blk\.24\.attn_gate\.weight$=q8_0
|
| 286 |
+
^blk\.24\.attn_qkv\.weight$=q8_0
|
| 287 |
+
^blk\.24\.ffn_down_exps\.weight$=q5_k
|
| 288 |
+
^blk\.24\.ffn_down_shexp\.weight$=q8_0
|
| 289 |
+
^blk\.24\.ffn_gate_exps\.weight$=q5_k
|
| 290 |
+
^blk\.24\.ffn_gate_shexp\.weight$=q8_0
|
| 291 |
+
^blk\.24\.ffn_up_exps\.weight$=q5_k
|
| 292 |
+
^blk\.24\.ffn_up_shexp\.weight$=q8_0
|
| 293 |
+
^blk\.24\.ssm_out\.weight$=q8_0
|
| 294 |
+
^blk\.25\.attn_gate\.weight$=q8_0
|
| 295 |
+
^blk\.25\.attn_qkv\.weight$=q8_0
|
| 296 |
+
^blk\.25\.ffn_down_exps\.weight$=q5_k
|
| 297 |
+
^blk\.25\.ffn_down_shexp\.weight$=q8_0
|
| 298 |
+
^blk\.25\.ffn_gate_exps\.weight$=q5_k
|
| 299 |
+
^blk\.25\.ffn_gate_shexp\.weight$=q8_0
|
| 300 |
+
^blk\.25\.ffn_up_exps\.weight$=q5_k
|
| 301 |
+
^blk\.25\.ffn_up_shexp\.weight$=q8_0
|
| 302 |
+
^blk\.25\.ssm_out\.weight$=q8_0
|
| 303 |
+
^blk\.26\.attn_gate\.weight$=q8_0
|
| 304 |
+
^blk\.26\.attn_qkv\.weight$=q8_0
|
| 305 |
+
^blk\.26\.ffn_down_exps\.weight$=q5_k
|
| 306 |
+
^blk\.26\.ffn_down_shexp\.weight$=q8_0
|
| 307 |
+
^blk\.26\.ffn_gate_exps\.weight$=q5_k
|
| 308 |
+
^blk\.26\.ffn_gate_shexp\.weight$=q8_0
|
| 309 |
+
^blk\.26\.ffn_up_exps\.weight$=q5_k
|
| 310 |
+
^blk\.26\.ffn_up_shexp\.weight$=q8_0
|
| 311 |
+
^blk\.26\.ssm_out\.weight$=q8_0
|
| 312 |
+
^blk\.27\.attn_k\.weight$=q8_0
|
| 313 |
+
^blk\.27\.attn_output\.weight$=q8_0
|
| 314 |
+
^blk\.27\.attn_q\.weight$=q8_0
|
| 315 |
+
^blk\.27\.attn_v\.weight$=q8_0
|
| 316 |
+
^blk\.27\.ffn_down_exps\.weight$=q5_k
|
| 317 |
+
^blk\.27\.ffn_down_shexp\.weight$=q8_0
|
| 318 |
+
^blk\.27\.ffn_gate_exps\.weight$=q5_k
|
| 319 |
+
^blk\.27\.ffn_gate_shexp\.weight$=q8_0
|
| 320 |
+
^blk\.27\.ffn_up_exps\.weight$=q5_k
|
| 321 |
+
^blk\.27\.ffn_up_shexp\.weight$=q8_0
|
| 322 |
+
^blk\.28\.attn_gate\.weight$=q8_0
|
| 323 |
+
^blk\.28\.attn_qkv\.weight$=q8_0
|
| 324 |
+
^blk\.28\.ffn_down_exps\.weight$=q5_k
|
| 325 |
+
^blk\.28\.ffn_down_shexp\.weight$=q8_0
|
| 326 |
+
^blk\.28\.ffn_gate_exps\.weight$=q5_k
|
| 327 |
+
^blk\.28\.ffn_gate_shexp\.weight$=q8_0
|
| 328 |
+
^blk\.28\.ffn_up_exps\.weight$=q5_k
|
| 329 |
+
^blk\.28\.ffn_up_shexp\.weight$=q8_0
|
| 330 |
+
^blk\.28\.ssm_out\.weight$=q8_0
|
| 331 |
+
^blk\.29\.attn_gate\.weight$=q8_0
|
| 332 |
+
^blk\.29\.attn_qkv\.weight$=q8_0
|
| 333 |
+
^blk\.29\.ffn_down_exps\.weight$=q5_k
|
| 334 |
+
^blk\.29\.ffn_down_shexp\.weight$=q8_0
|
| 335 |
+
^blk\.29\.ffn_gate_exps\.weight$=q5_k
|
| 336 |
+
^blk\.29\.ffn_gate_shexp\.weight$=q8_0
|
| 337 |
+
^blk\.29\.ffn_up_exps\.weight$=q5_k
|
| 338 |
+
^blk\.29\.ffn_up_shexp\.weight$=q8_0
|
| 339 |
+
^blk\.29\.ssm_out\.weight$=q8_0
|
| 340 |
+
^blk\.30\.attn_gate\.weight$=q8_0
|
| 341 |
+
^blk\.30\.attn_qkv\.weight$=q8_0
|
| 342 |
+
^blk\.30\.ffn_down_exps\.weight$=q5_k
|
| 343 |
+
^blk\.30\.ffn_down_shexp\.weight$=q8_0
|
| 344 |
+
^blk\.30\.ffn_gate_exps\.weight$=q5_k
|
| 345 |
+
^blk\.30\.ffn_gate_shexp\.weight$=q8_0
|
| 346 |
+
^blk\.30\.ffn_up_exps\.weight$=q5_k
|
| 347 |
+
^blk\.30\.ffn_up_shexp\.weight$=q8_0
|
| 348 |
+
^blk\.30\.ssm_out\.weight$=q8_0
|
| 349 |
+
^blk\.31\.attn_k\.weight$=q8_0
|
| 350 |
+
^blk\.31\.attn_output\.weight$=q8_0
|
| 351 |
+
^blk\.31\.attn_q\.weight$=q8_0
|
| 352 |
+
^blk\.31\.attn_v\.weight$=q8_0
|
| 353 |
+
^blk\.31\.ffn_down_exps\.weight$=q5_k
|
| 354 |
+
^blk\.31\.ffn_down_shexp\.weight$=q8_0
|
| 355 |
+
^blk\.31\.ffn_gate_exps\.weight$=q5_k
|
| 356 |
+
^blk\.31\.ffn_gate_shexp\.weight$=q8_0
|
| 357 |
+
^blk\.31\.ffn_up_exps\.weight$=q5_k
|
| 358 |
+
^blk\.31\.ffn_up_shexp\.weight$=q8_0
|
| 359 |
+
^blk\.32\.attn_gate\.weight$=q8_0
|
| 360 |
+
^blk\.32\.attn_qkv\.weight$=q8_0
|
| 361 |
+
^blk\.32\.ffn_down_exps\.weight$=q5_k
|
| 362 |
+
^blk\.32\.ffn_down_shexp\.weight$=q8_0
|
| 363 |
+
^blk\.32\.ffn_gate_exps\.weight$=q5_k
|
| 364 |
+
^blk\.32\.ffn_gate_shexp\.weight$=q8_0
|
| 365 |
+
^blk\.32\.ffn_up_exps\.weight$=q5_k
|
| 366 |
+
^blk\.32\.ffn_up_shexp\.weight$=q8_0
|
| 367 |
+
^blk\.32\.ssm_out\.weight$=q8_0
|
| 368 |
+
^blk\.33\.attn_gate\.weight$=q8_0
|
| 369 |
+
^blk\.33\.attn_qkv\.weight$=q8_0
|
| 370 |
+
^blk\.33\.ffn_down_exps\.weight$=q5_k
|
| 371 |
+
^blk\.33\.ffn_down_shexp\.weight$=q8_0
|
| 372 |
+
^blk\.33\.ffn_gate_exps\.weight$=q5_k
|
| 373 |
+
^blk\.33\.ffn_gate_shexp\.weight$=q8_0
|
| 374 |
+
^blk\.33\.ffn_up_exps\.weight$=q5_k
|
| 375 |
+
^blk\.33\.ffn_up_shexp\.weight$=q8_0
|
| 376 |
+
^blk\.33\.ssm_out\.weight$=q8_0
|
| 377 |
+
^blk\.34\.attn_gate\.weight$=q8_0
|
| 378 |
+
^blk\.34\.attn_qkv\.weight$=q8_0
|
| 379 |
+
^blk\.34\.ffn_down_exps\.weight$=q5_k
|
| 380 |
+
^blk\.34\.ffn_down_shexp\.weight$=q8_0
|
| 381 |
+
^blk\.34\.ffn_gate_exps\.weight$=q5_k
|
| 382 |
+
^blk\.34\.ffn_gate_shexp\.weight$=q8_0
|
| 383 |
+
^blk\.34\.ffn_up_exps\.weight$=q5_k
|
| 384 |
+
^blk\.34\.ffn_up_shexp\.weight$=q8_0
|
| 385 |
+
^blk\.34\.ssm_out\.weight$=q8_0
|
| 386 |
+
^blk\.35\.attn_k\.weight$=q8_0
|
| 387 |
+
^blk\.35\.attn_output\.weight$=q8_0
|
| 388 |
+
^blk\.35\.attn_q\.weight$=q8_0
|
| 389 |
+
^blk\.35\.attn_v\.weight$=q8_0
|
| 390 |
+
^blk\.35\.ffn_down_exps\.weight$=q5_k
|
| 391 |
+
^blk\.35\.ffn_down_shexp\.weight$=q8_0
|
| 392 |
+
^blk\.35\.ffn_gate_exps\.weight$=q5_k
|
| 393 |
+
^blk\.35\.ffn_gate_shexp\.weight$=q8_0
|
| 394 |
+
^blk\.35\.ffn_up_exps\.weight$=q5_k
|
| 395 |
+
^blk\.35\.ffn_up_shexp\.weight$=q8_0
|
| 396 |
+
^blk\.36\.attn_gate\.weight$=q8_0
|
| 397 |
+
^blk\.36\.attn_qkv\.weight$=q8_0
|
| 398 |
+
^blk\.36\.ffn_down_exps\.weight$=q5_k
|
| 399 |
+
^blk\.36\.ffn_down_shexp\.weight$=q8_0
|
| 400 |
+
^blk\.36\.ffn_gate_exps\.weight$=q5_k
|
| 401 |
+
^blk\.36\.ffn_gate_shexp\.weight$=q8_0
|
| 402 |
+
^blk\.36\.ffn_up_exps\.weight$=q5_k
|
| 403 |
+
^blk\.36\.ffn_up_shexp\.weight$=q8_0
|
| 404 |
+
^blk\.36\.ssm_out\.weight$=q8_0
|
| 405 |
+
^blk\.37\.attn_gate\.weight$=q8_0
|
| 406 |
+
^blk\.37\.attn_qkv\.weight$=q8_0
|
| 407 |
+
^blk\.37\.ffn_down_exps\.weight$=q5_k
|
| 408 |
+
^blk\.37\.ffn_down_shexp\.weight$=q8_0
|
| 409 |
+
^blk\.37\.ffn_gate_exps\.weight$=q5_k
|
| 410 |
+
^blk\.37\.ffn_gate_shexp\.weight$=q8_0
|
| 411 |
+
^blk\.37\.ffn_up_exps\.weight$=q5_k
|
| 412 |
+
^blk\.37\.ffn_up_shexp\.weight$=q8_0
|
| 413 |
+
^blk\.37\.ssm_out\.weight$=q8_0
|
| 414 |
+
^blk\.38\.attn_gate\.weight$=q8_0
|
| 415 |
+
^blk\.38\.attn_qkv\.weight$=q8_0
|
| 416 |
+
^blk\.38\.ffn_down_exps\.weight$=q5_k
|
| 417 |
+
^blk\.38\.ffn_down_shexp\.weight$=q8_0
|
| 418 |
+
^blk\.38\.ffn_gate_exps\.weight$=q5_k
|
| 419 |
+
^blk\.38\.ffn_gate_shexp\.weight$=q8_0
|
| 420 |
+
^blk\.38\.ffn_up_exps\.weight$=q5_k
|
| 421 |
+
^blk\.38\.ffn_up_shexp\.weight$=q8_0
|
| 422 |
+
^blk\.38\.ssm_out\.weight$=q8_0
|
| 423 |
+
^blk\.39\.attn_k\.weight$=q8_0
|
| 424 |
+
^blk\.39\.attn_output\.weight$=q8_0
|
| 425 |
+
^blk\.39\.attn_q\.weight$=q8_0
|
| 426 |
+
^blk\.39\.attn_v\.weight$=q8_0
|
| 427 |
+
^blk\.39\.ffn_down_exps\.weight$=q8_0
|
| 428 |
+
^blk\.39\.ffn_down_shexp\.weight$=q8_0
|
| 429 |
+
^blk\.39\.ffn_gate_exps\.weight$=q8_0
|
| 430 |
+
^blk\.39\.ffn_gate_shexp\.weight$=q8_0
|
| 431 |
+
^blk\.39\.ffn_up_exps\.weight$=q8_0
|
| 432 |
+
^blk\.39\.ffn_up_shexp\.weight$=q8_0
|
layouts/InternScience_MLExpert-Q6_K.layout.json
ADDED
|
@@ -0,0 +1,223 @@
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
| 1 |
+
{
|
| 2 |
+
"model": "/media/m2teamgroup/models/MLExpert-GGUF/InternScience_MLExpert-bf16.gguf",
|
| 3 |
+
"imatrix": "/media/m2teamgroup/models/MLExpert-GGUF/InternScience_MLExpert-imatrix.gguf",
|
| 4 |
+
"ftype": "Q6_K",
|
| 5 |
+
"base_type": "q6_k",
|
| 6 |
+
"family": "k",
|
| 7 |
+
"recipe": "ident",
|
| 8 |
+
"variant": "shr0.70",
|
| 9 |
+
"auto_crush": false,
|
| 10 |
+
"rung_mode": "share",
|
| 11 |
+
"tier": "M",
|
| 12 |
+
"rung_share": 0.7,
|
| 13 |
+
"crush_pass_bytes": null,
|
| 14 |
+
"embd_shares": {
|
| 15 |
+
"output.weight": {
|
| 16 |
+
"share": 0.0139,
|
| 17 |
+
"type": "q8_0"
|
| 18 |
+
},
|
| 19 |
+
"token_embd.weight": {
|
| 20 |
+
"share": 0.0139,
|
| 21 |
+
"type": "q8_0"
|
| 22 |
+
}
|
| 23 |
+
},
|
| 24 |
+
"arch": "moe",
|
| 25 |
+
"tied": false,
|
| 26 |
+
"n_layer": 40,
|
| 27 |
+
"body_rule": true,
|
| 28 |
+
"pins": {
|
| 29 |
+
"^blk\\.0\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 30 |
+
"^blk\\.0\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 31 |
+
"^blk\\.1\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 32 |
+
"^blk\\.1\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 33 |
+
"^blk\\.2\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 34 |
+
"^blk\\.2\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 35 |
+
"^blk\\.4\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 36 |
+
"^blk\\.4\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 37 |
+
"^blk\\.5\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 38 |
+
"^blk\\.5\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 39 |
+
"^blk\\.6\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 40 |
+
"^blk\\.6\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 41 |
+
"^blk\\.8\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 42 |
+
"^blk\\.8\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 43 |
+
"^blk\\.9\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 44 |
+
"^blk\\.9\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 45 |
+
"^blk\\.10\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 46 |
+
"^blk\\.10\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 47 |
+
"^blk\\.12\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 48 |
+
"^blk\\.12\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 49 |
+
"^blk\\.13\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 50 |
+
"^blk\\.13\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 51 |
+
"^blk\\.14\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 52 |
+
"^blk\\.14\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 53 |
+
"^blk\\.16\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 54 |
+
"^blk\\.16\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 55 |
+
"^blk\\.17\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 56 |
+
"^blk\\.17\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 57 |
+
"^blk\\.18\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 58 |
+
"^blk\\.18\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 59 |
+
"^blk\\.20\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 60 |
+
"^blk\\.20\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 61 |
+
"^blk\\.21\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 62 |
+
"^blk\\.21\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 63 |
+
"^blk\\.22\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 64 |
+
"^blk\\.22\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 65 |
+
"^blk\\.24\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 66 |
+
"^blk\\.24\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 67 |
+
"^blk\\.25\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 68 |
+
"^blk\\.25\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 69 |
+
"^blk\\.26\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 70 |
+
"^blk\\.26\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 71 |
+
"^blk\\.28\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 72 |
+
"^blk\\.28\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 73 |
+
"^blk\\.29\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 74 |
+
"^blk\\.29\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 75 |
+
"^blk\\.30\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 76 |
+
"^blk\\.30\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 77 |
+
"^blk\\.32\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 78 |
+
"^blk\\.32\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 79 |
+
"^blk\\.33\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 80 |
+
"^blk\\.33\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 81 |
+
"^blk\\.34\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 82 |
+
"^blk\\.34\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 83 |
+
"^blk\\.36\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 84 |
+
"^blk\\.36\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 85 |
+
"^blk\\.37\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 86 |
+
"^blk\\.37\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 87 |
+
"^blk\\.38\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 88 |
+
"^blk\\.38\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32"
|
| 89 |
+
},
|
| 90 |
+
"shape_pins": {},
|
| 91 |
+
"fixed_pins": {
|
| 92 |
+
"blk.0.ssm_alpha.weight": "f32",
|
| 93 |
+
"blk.0.ssm_beta.weight": "f32",
|
| 94 |
+
"blk.1.ssm_alpha.weight": "f32",
|
| 95 |
+
"blk.1.ssm_beta.weight": "f32",
|
| 96 |
+
"blk.2.ssm_alpha.weight": "f32",
|
| 97 |
+
"blk.2.ssm_beta.weight": "f32",
|
| 98 |
+
"blk.4.ssm_alpha.weight": "f32",
|
| 99 |
+
"blk.4.ssm_beta.weight": "f32",
|
| 100 |
+
"blk.5.ssm_alpha.weight": "f32",
|
| 101 |
+
"blk.5.ssm_beta.weight": "f32",
|
| 102 |
+
"blk.6.ssm_alpha.weight": "f32",
|
| 103 |
+
"blk.6.ssm_beta.weight": "f32",
|
| 104 |
+
"blk.8.ssm_alpha.weight": "f32",
|
| 105 |
+
"blk.8.ssm_beta.weight": "f32",
|
| 106 |
+
"blk.9.ssm_alpha.weight": "f32",
|
| 107 |
+
"blk.9.ssm_beta.weight": "f32",
|
| 108 |
+
"blk.10.ssm_alpha.weight": "f32",
|
| 109 |
+
"blk.10.ssm_beta.weight": "f32",
|
| 110 |
+
"blk.12.ssm_alpha.weight": "f32",
|
| 111 |
+
"blk.12.ssm_beta.weight": "f32",
|
| 112 |
+
"blk.13.ssm_alpha.weight": "f32",
|
| 113 |
+
"blk.13.ssm_beta.weight": "f32",
|
| 114 |
+
"blk.14.ssm_alpha.weight": "f32",
|
| 115 |
+
"blk.14.ssm_beta.weight": "f32",
|
| 116 |
+
"blk.16.ssm_alpha.weight": "f32",
|
| 117 |
+
"blk.16.ssm_beta.weight": "f32",
|
| 118 |
+
"blk.17.ssm_alpha.weight": "f32",
|
| 119 |
+
"blk.17.ssm_beta.weight": "f32",
|
| 120 |
+
"blk.18.ssm_alpha.weight": "f32",
|
| 121 |
+
"blk.18.ssm_beta.weight": "f32",
|
| 122 |
+
"blk.20.ssm_alpha.weight": "f32",
|
| 123 |
+
"blk.20.ssm_beta.weight": "f32",
|
| 124 |
+
"blk.21.ssm_alpha.weight": "f32",
|
| 125 |
+
"blk.21.ssm_beta.weight": "f32",
|
| 126 |
+
"blk.22.ssm_alpha.weight": "f32",
|
| 127 |
+
"blk.22.ssm_beta.weight": "f32",
|
| 128 |
+
"blk.24.ssm_alpha.weight": "f32",
|
| 129 |
+
"blk.24.ssm_beta.weight": "f32",
|
| 130 |
+
"blk.25.ssm_alpha.weight": "f32",
|
| 131 |
+
"blk.25.ssm_beta.weight": "f32",
|
| 132 |
+
"blk.26.ssm_alpha.weight": "f32",
|
| 133 |
+
"blk.26.ssm_beta.weight": "f32",
|
| 134 |
+
"blk.28.ssm_alpha.weight": "f32",
|
| 135 |
+
"blk.28.ssm_beta.weight": "f32",
|
| 136 |
+
"blk.29.ssm_alpha.weight": "f32",
|
| 137 |
+
"blk.29.ssm_beta.weight": "f32",
|
| 138 |
+
"blk.30.ssm_alpha.weight": "f32",
|
| 139 |
+
"blk.30.ssm_beta.weight": "f32",
|
| 140 |
+
"blk.32.ssm_alpha.weight": "f32",
|
| 141 |
+
"blk.32.ssm_beta.weight": "f32",
|
| 142 |
+
"blk.33.ssm_alpha.weight": "f32",
|
| 143 |
+
"blk.33.ssm_beta.weight": "f32",
|
| 144 |
+
"blk.34.ssm_alpha.weight": "f32",
|
| 145 |
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"blk.34.ssm_beta.weight": "f32",
|
| 146 |
+
"blk.36.ssm_alpha.weight": "f32",
|
| 147 |
+
"blk.36.ssm_beta.weight": "f32",
|
| 148 |
+
"blk.37.ssm_alpha.weight": "f32",
|
| 149 |
+
"blk.37.ssm_beta.weight": "f32",
|
| 150 |
+
"blk.38.ssm_alpha.weight": "f32",
|
| 151 |
+
"blk.38.ssm_beta.weight": "f32"
|
| 152 |
+
},
|
| 153 |
+
"embeddings": {
|
| 154 |
+
"output.weight": "q8_0",
|
| 155 |
+
"token_embd.weight": "q8_0"
|
| 156 |
+
},
|
| 157 |
+
"bytes": {
|
| 158 |
+
"heuristic_body+embd": 29937844224,
|
| 159 |
+
"map_body+embd": 30623006720,
|
| 160 |
+
"ratio": 1.0229,
|
| 161 |
+
"note": "quantizable, unpinned tensors only; pinned/unquantized tensors are identical in both"
|
| 162 |
+
},
|
| 163 |
+
"body_base_share": 0.708,
|
| 164 |
+
"body_bpw": 7.03,
|
| 165 |
+
"body_bpw_heuristic": 6.926,
|
| 166 |
+
"total_params": 34660610688,
|
| 167 |
+
"file_bytes_pred": 30727588352,
|
| 168 |
+
"file_bpw_pred": 7.092,
|
| 169 |
+
"histogram": {
|
| 170 |
+
"attn_gate": {
|
| 171 |
+
"q8_0": 30
|
| 172 |
+
},
|
| 173 |
+
"attn_k": {
|
| 174 |
+
"q8_0": 10
|
| 175 |
+
},
|
| 176 |
+
"attn_output": {
|
| 177 |
+
"q8_0": 10
|
| 178 |
+
},
|
| 179 |
+
"attn_q": {
|
| 180 |
+
"q8_0": 10
|
| 181 |
+
},
|
| 182 |
+
"attn_qkv": {
|
| 183 |
+
"q8_0": 30
|
| 184 |
+
},
|
| 185 |
+
"attn_v": {
|
| 186 |
+
"q8_0": 10
|
| 187 |
+
},
|
| 188 |
+
"ffn_down_exps": {
|
| 189 |
+
"q6_k": 27,
|
| 190 |
+
"q8_0": 13
|
| 191 |
+
},
|
| 192 |
+
"ffn_down_shexp": {
|
| 193 |
+
"q8_0": 40
|
| 194 |
+
},
|
| 195 |
+
"ffn_gate_exps": {
|
| 196 |
+
"q6_k": 39,
|
| 197 |
+
"q8_0": 1
|
| 198 |
+
},
|
| 199 |
+
"ffn_gate_shexp": {
|
| 200 |
+
"q8_0": 40
|
| 201 |
+
},
|
| 202 |
+
"ffn_up_exps": {
|
| 203 |
+
"q6_k": 29,
|
| 204 |
+
"q8_0": 11
|
| 205 |
+
},
|
| 206 |
+
"ffn_up_shexp": {
|
| 207 |
+
"q8_0": 40
|
| 208 |
+
},
|
| 209 |
+
"ssm_out": {
|
| 210 |
+
"q8_0": 30
|
| 211 |
+
}
|
| 212 |
+
},
|
| 213 |
+
"prior": "layout/prior.json",
|
| 214 |
+
"pin_rule": "floor",
|
| 215 |
+
"embd_cap": "heur",
|
| 216 |
+
"generator": "auto_quant_v2.layout",
|
| 217 |
+
"generator_key": "3bf8b43e20a68f0b",
|
| 218 |
+
"quant_type": "Q6_K",
|
| 219 |
+
"quantize_ftype": "Q6_K",
|
| 220 |
+
"llama_cpp_version": "b11716",
|
| 221 |
+
"unknown_kinds": {},
|
| 222 |
+
"commit": "0933d56cdc75d35ccd1973a9eebfe2cafbd935d5"
|
| 223 |
+
}
|
layouts/InternScience_MLExpert-Q6_K.tensor-types.txt
ADDED
|
@@ -0,0 +1,432 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
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|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
^blk\.0\.ssm_alpha\.weight$=f32
|
| 2 |
+
^blk\.0\.ssm_beta\.weight$=f32
|
| 3 |
+
^blk\.1\.ssm_alpha\.weight$=f32
|
| 4 |
+
^blk\.1\.ssm_beta\.weight$=f32
|
| 5 |
+
^blk\.2\.ssm_alpha\.weight$=f32
|
| 6 |
+
^blk\.2\.ssm_beta\.weight$=f32
|
| 7 |
+
^blk\.4\.ssm_alpha\.weight$=f32
|
| 8 |
+
^blk\.4\.ssm_beta\.weight$=f32
|
| 9 |
+
^blk\.5\.ssm_alpha\.weight$=f32
|
| 10 |
+
^blk\.5\.ssm_beta\.weight$=f32
|
| 11 |
+
^blk\.6\.ssm_alpha\.weight$=f32
|
| 12 |
+
^blk\.6\.ssm_beta\.weight$=f32
|
| 13 |
+
^blk\.8\.ssm_alpha\.weight$=f32
|
| 14 |
+
^blk\.8\.ssm_beta\.weight$=f32
|
| 15 |
+
^blk\.9\.ssm_alpha\.weight$=f32
|
| 16 |
+
^blk\.9\.ssm_beta\.weight$=f32
|
| 17 |
+
^blk\.10\.ssm_alpha\.weight$=f32
|
| 18 |
+
^blk\.10\.ssm_beta\.weight$=f32
|
| 19 |
+
^blk\.12\.ssm_alpha\.weight$=f32
|
| 20 |
+
^blk\.12\.ssm_beta\.weight$=f32
|
| 21 |
+
^blk\.13\.ssm_alpha\.weight$=f32
|
| 22 |
+
^blk\.13\.ssm_beta\.weight$=f32
|
| 23 |
+
^blk\.14\.ssm_alpha\.weight$=f32
|
| 24 |
+
^blk\.14\.ssm_beta\.weight$=f32
|
| 25 |
+
^blk\.16\.ssm_alpha\.weight$=f32
|
| 26 |
+
^blk\.16\.ssm_beta\.weight$=f32
|
| 27 |
+
^blk\.17\.ssm_alpha\.weight$=f32
|
| 28 |
+
^blk\.17\.ssm_beta\.weight$=f32
|
| 29 |
+
^blk\.18\.ssm_alpha\.weight$=f32
|
| 30 |
+
^blk\.18\.ssm_beta\.weight$=f32
|
| 31 |
+
^blk\.20\.ssm_alpha\.weight$=f32
|
| 32 |
+
^blk\.20\.ssm_beta\.weight$=f32
|
| 33 |
+
^blk\.21\.ssm_alpha\.weight$=f32
|
| 34 |
+
^blk\.21\.ssm_beta\.weight$=f32
|
| 35 |
+
^blk\.22\.ssm_alpha\.weight$=f32
|
| 36 |
+
^blk\.22\.ssm_beta\.weight$=f32
|
| 37 |
+
^blk\.24\.ssm_alpha\.weight$=f32
|
| 38 |
+
^blk\.24\.ssm_beta\.weight$=f32
|
| 39 |
+
^blk\.25\.ssm_alpha\.weight$=f32
|
| 40 |
+
^blk\.25\.ssm_beta\.weight$=f32
|
| 41 |
+
^blk\.26\.ssm_alpha\.weight$=f32
|
| 42 |
+
^blk\.26\.ssm_beta\.weight$=f32
|
| 43 |
+
^blk\.28\.ssm_alpha\.weight$=f32
|
| 44 |
+
^blk\.28\.ssm_beta\.weight$=f32
|
| 45 |
+
^blk\.29\.ssm_alpha\.weight$=f32
|
| 46 |
+
^blk\.29\.ssm_beta\.weight$=f32
|
| 47 |
+
^blk\.30\.ssm_alpha\.weight$=f32
|
| 48 |
+
^blk\.30\.ssm_beta\.weight$=f32
|
| 49 |
+
^blk\.32\.ssm_alpha\.weight$=f32
|
| 50 |
+
^blk\.32\.ssm_beta\.weight$=f32
|
| 51 |
+
^blk\.33\.ssm_alpha\.weight$=f32
|
| 52 |
+
^blk\.33\.ssm_beta\.weight$=f32
|
| 53 |
+
^blk\.34\.ssm_alpha\.weight$=f32
|
| 54 |
+
^blk\.34\.ssm_beta\.weight$=f32
|
| 55 |
+
^blk\.36\.ssm_alpha\.weight$=f32
|
| 56 |
+
^blk\.36\.ssm_beta\.weight$=f32
|
| 57 |
+
^blk\.37\.ssm_alpha\.weight$=f32
|
| 58 |
+
^blk\.37\.ssm_beta\.weight$=f32
|
| 59 |
+
^blk\.38\.ssm_alpha\.weight$=f32
|
| 60 |
+
^blk\.38\.ssm_beta\.weight$=f32
|
| 61 |
+
^output\.weight$=q8_0
|
| 62 |
+
^token_embd\.weight$=q8_0
|
| 63 |
+
^blk\.0\.attn_gate\.weight$=q8_0
|
| 64 |
+
^blk\.0\.attn_qkv\.weight$=q8_0
|
| 65 |
+
^blk\.0\.ffn_down_exps\.weight$=q8_0
|
| 66 |
+
^blk\.0\.ffn_down_shexp\.weight$=q8_0
|
| 67 |
+
^blk\.0\.ffn_gate_exps\.weight$=q6_k
|
| 68 |
+
^blk\.0\.ffn_gate_shexp\.weight$=q8_0
|
| 69 |
+
^blk\.0\.ffn_up_exps\.weight$=q8_0
|
| 70 |
+
^blk\.0\.ffn_up_shexp\.weight$=q8_0
|
| 71 |
+
^blk\.0\.ssm_out\.weight$=q8_0
|
| 72 |
+
^blk\.1\.attn_gate\.weight$=q8_0
|
| 73 |
+
^blk\.1\.attn_qkv\.weight$=q8_0
|
| 74 |
+
^blk\.1\.ffn_down_exps\.weight$=q8_0
|
| 75 |
+
^blk\.1\.ffn_down_shexp\.weight$=q8_0
|
| 76 |
+
^blk\.1\.ffn_gate_exps\.weight$=q6_k
|
| 77 |
+
^blk\.1\.ffn_gate_shexp\.weight$=q8_0
|
| 78 |
+
^blk\.1\.ffn_up_exps\.weight$=q8_0
|
| 79 |
+
^blk\.1\.ffn_up_shexp\.weight$=q8_0
|
| 80 |
+
^blk\.1\.ssm_out\.weight$=q8_0
|
| 81 |
+
^blk\.2\.attn_gate\.weight$=q8_0
|
| 82 |
+
^blk\.2\.attn_qkv\.weight$=q8_0
|
| 83 |
+
^blk\.2\.ffn_down_exps\.weight$=q8_0
|
| 84 |
+
^blk\.2\.ffn_down_shexp\.weight$=q8_0
|
| 85 |
+
^blk\.2\.ffn_gate_exps\.weight$=q6_k
|
| 86 |
+
^blk\.2\.ffn_gate_shexp\.weight$=q8_0
|
| 87 |
+
^blk\.2\.ffn_up_exps\.weight$=q8_0
|
| 88 |
+
^blk\.2\.ffn_up_shexp\.weight$=q8_0
|
| 89 |
+
^blk\.2\.ssm_out\.weight$=q8_0
|
| 90 |
+
^blk\.3\.attn_k\.weight$=q8_0
|
| 91 |
+
^blk\.3\.attn_output\.weight$=q8_0
|
| 92 |
+
^blk\.3\.attn_q\.weight$=q8_0
|
| 93 |
+
^blk\.3\.attn_v\.weight$=q8_0
|
| 94 |
+
^blk\.3\.ffn_down_exps\.weight$=q8_0
|
| 95 |
+
^blk\.3\.ffn_down_shexp\.weight$=q8_0
|
| 96 |
+
^blk\.3\.ffn_gate_exps\.weight$=q6_k
|
| 97 |
+
^blk\.3\.ffn_gate_shexp\.weight$=q8_0
|
| 98 |
+
^blk\.3\.ffn_up_exps\.weight$=q8_0
|
| 99 |
+
^blk\.3\.ffn_up_shexp\.weight$=q8_0
|
| 100 |
+
^blk\.4\.attn_gate\.weight$=q8_0
|
| 101 |
+
^blk\.4\.attn_qkv\.weight$=q8_0
|
| 102 |
+
^blk\.4\.ffn_down_exps\.weight$=q8_0
|
| 103 |
+
^blk\.4\.ffn_down_shexp\.weight$=q8_0
|
| 104 |
+
^blk\.4\.ffn_gate_exps\.weight$=q6_k
|
| 105 |
+
^blk\.4\.ffn_gate_shexp\.weight$=q8_0
|
| 106 |
+
^blk\.4\.ffn_up_exps\.weight$=q8_0
|
| 107 |
+
^blk\.4\.ffn_up_shexp\.weight$=q8_0
|
| 108 |
+
^blk\.4\.ssm_out\.weight$=q8_0
|
| 109 |
+
^blk\.5\.attn_gate\.weight$=q8_0
|
| 110 |
+
^blk\.5\.attn_qkv\.weight$=q8_0
|
| 111 |
+
^blk\.5\.ffn_down_exps\.weight$=q8_0
|
| 112 |
+
^blk\.5\.ffn_down_shexp\.weight$=q8_0
|
| 113 |
+
^blk\.5\.ffn_gate_exps\.weight$=q6_k
|
| 114 |
+
^blk\.5\.ffn_gate_shexp\.weight$=q8_0
|
| 115 |
+
^blk\.5\.ffn_up_exps\.weight$=q8_0
|
| 116 |
+
^blk\.5\.ffn_up_shexp\.weight$=q8_0
|
| 117 |
+
^blk\.5\.ssm_out\.weight$=q8_0
|
| 118 |
+
^blk\.6\.attn_gate\.weight$=q8_0
|
| 119 |
+
^blk\.6\.attn_qkv\.weight$=q8_0
|
| 120 |
+
^blk\.6\.ffn_down_exps\.weight$=q8_0
|
| 121 |
+
^blk\.6\.ffn_down_shexp\.weight$=q8_0
|
| 122 |
+
^blk\.6\.ffn_gate_exps\.weight$=q6_k
|
| 123 |
+
^blk\.6\.ffn_gate_shexp\.weight$=q8_0
|
| 124 |
+
^blk\.6\.ffn_up_exps\.weight$=q8_0
|
| 125 |
+
^blk\.6\.ffn_up_shexp\.weight$=q8_0
|
| 126 |
+
^blk\.6\.ssm_out\.weight$=q8_0
|
| 127 |
+
^blk\.7\.attn_k\.weight$=q8_0
|
| 128 |
+
^blk\.7\.attn_output\.weight$=q8_0
|
| 129 |
+
^blk\.7\.attn_q\.weight$=q8_0
|
| 130 |
+
^blk\.7\.attn_v\.weight$=q8_0
|
| 131 |
+
^blk\.7\.ffn_down_exps\.weight$=q8_0
|
| 132 |
+
^blk\.7\.ffn_down_shexp\.weight$=q8_0
|
| 133 |
+
^blk\.7\.ffn_gate_exps\.weight$=q6_k
|
| 134 |
+
^blk\.7\.ffn_gate_shexp\.weight$=q8_0
|
| 135 |
+
^blk\.7\.ffn_up_exps\.weight$=q8_0
|
| 136 |
+
^blk\.7\.ffn_up_shexp\.weight$=q8_0
|
| 137 |
+
^blk\.8\.attn_gate\.weight$=q8_0
|
| 138 |
+
^blk\.8\.attn_qkv\.weight$=q8_0
|
| 139 |
+
^blk\.8\.ffn_down_exps\.weight$=q8_0
|
| 140 |
+
^blk\.8\.ffn_down_shexp\.weight$=q8_0
|
| 141 |
+
^blk\.8\.ffn_gate_exps\.weight$=q6_k
|
| 142 |
+
^blk\.8\.ffn_gate_shexp\.weight$=q8_0
|
| 143 |
+
^blk\.8\.ffn_up_exps\.weight$=q8_0
|
| 144 |
+
^blk\.8\.ffn_up_shexp\.weight$=q8_0
|
| 145 |
+
^blk\.8\.ssm_out\.weight$=q8_0
|
| 146 |
+
^blk\.9\.attn_gate\.weight$=q8_0
|
| 147 |
+
^blk\.9\.attn_qkv\.weight$=q8_0
|
| 148 |
+
^blk\.9\.ffn_down_exps\.weight$=q8_0
|
| 149 |
+
^blk\.9\.ffn_down_shexp\.weight$=q8_0
|
| 150 |
+
^blk\.9\.ffn_gate_exps\.weight$=q6_k
|
| 151 |
+
^blk\.9\.ffn_gate_shexp\.weight$=q8_0
|
| 152 |
+
^blk\.9\.ffn_up_exps\.weight$=q8_0
|
| 153 |
+
^blk\.9\.ffn_up_shexp\.weight$=q8_0
|
| 154 |
+
^blk\.9\.ssm_out\.weight$=q8_0
|
| 155 |
+
^blk\.10\.attn_gate\.weight$=q8_0
|
| 156 |
+
^blk\.10\.attn_qkv\.weight$=q8_0
|
| 157 |
+
^blk\.10\.ffn_down_exps\.weight$=q6_k
|
| 158 |
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|
| 159 |
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|
| 160 |
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|
| 161 |
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|
| 162 |
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|
| 163 |
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|
| 164 |
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|
| 165 |
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|
| 166 |
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|
| 167 |
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|
| 168 |
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|
| 169 |
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|
| 170 |
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|
| 171 |
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|
| 172 |
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|
| 173 |
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|
| 174 |
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|
| 175 |
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|
| 176 |
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|
| 177 |
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|
| 178 |
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|
| 179 |
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|
| 180 |
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|
| 181 |
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|
| 182 |
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|
| 183 |
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|
| 184 |
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|
| 185 |
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|
| 186 |
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|
| 187 |
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|
| 188 |
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|
| 189 |
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|
| 190 |
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|
| 191 |
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|
| 192 |
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|
| 193 |
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|
| 194 |
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|
| 195 |
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|
| 196 |
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|
| 197 |
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|
| 198 |
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|
| 199 |
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|
| 200 |
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|
| 201 |
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|
| 202 |
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|
| 203 |
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|
| 204 |
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|
| 205 |
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|
| 206 |
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|
| 207 |
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|
| 208 |
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|
| 209 |
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|
| 210 |
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|
| 211 |
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|
| 212 |
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|
| 213 |
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|
| 214 |
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|
| 215 |
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|
| 216 |
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|
| 217 |
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|
| 218 |
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|
| 219 |
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|
| 220 |
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|
| 221 |
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|
| 222 |
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|
| 223 |
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|
| 224 |
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|
| 225 |
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|
| 226 |
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|
| 227 |
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|
| 228 |
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|
| 229 |
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|
| 230 |
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|
| 231 |
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|
| 232 |
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|
| 233 |
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|
| 234 |
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|
| 235 |
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|
| 236 |
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|
| 237 |
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|
| 238 |
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|
| 239 |
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|
| 240 |
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|
| 241 |
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|
| 242 |
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|
| 243 |
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|
| 244 |
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|
| 245 |
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|
| 246 |
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|
| 247 |
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|
| 248 |
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|
| 249 |
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|
| 250 |
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|
| 251 |
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|
| 252 |
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|
| 253 |
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|
| 254 |
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|
| 255 |
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|
| 256 |
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|
| 257 |
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|
| 258 |
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|
| 259 |
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|
| 260 |
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|
| 261 |
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|
| 262 |
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|
| 263 |
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|
| 264 |
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|
| 265 |
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|
| 266 |
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|
| 267 |
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|
| 268 |
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|
| 269 |
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|
| 270 |
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|
| 271 |
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|
| 272 |
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|
| 273 |
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|
| 274 |
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|
| 275 |
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|
| 276 |
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|
| 277 |
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|
| 278 |
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|
| 279 |
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|
| 280 |
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|
| 281 |
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|
| 282 |
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|
| 283 |
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|
| 284 |
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|
| 285 |
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|
| 286 |
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|
| 287 |
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|
| 288 |
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|
| 289 |
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|
| 290 |
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|
| 291 |
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|
| 292 |
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|
| 293 |
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|
| 294 |
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|
| 295 |
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|
| 296 |
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|
| 297 |
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|
| 298 |
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|
| 299 |
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|
| 300 |
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|
| 301 |
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|
| 302 |
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|
| 303 |
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|
| 304 |
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|
| 305 |
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|
| 306 |
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|
| 307 |
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|
| 308 |
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|
| 309 |
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|
| 310 |
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|
| 311 |
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|
| 312 |
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|
| 313 |
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|
| 314 |
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|
| 315 |
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|
| 316 |
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|
| 317 |
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|
| 318 |
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|
| 319 |
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|
| 320 |
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|
| 321 |
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|
| 322 |
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|
| 323 |
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|
| 324 |
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|
| 325 |
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|
| 326 |
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|
| 327 |
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|
| 328 |
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|
| 329 |
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|
| 330 |
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|
| 331 |
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|
| 332 |
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|
| 333 |
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|
| 334 |
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|
| 335 |
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|
| 336 |
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|
| 337 |
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|
| 338 |
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|
| 339 |
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|
| 340 |
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|
| 341 |
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|
| 342 |
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|
| 343 |
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|
| 344 |
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|
| 345 |
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|
| 346 |
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|
| 347 |
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|
| 348 |
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|
| 349 |
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|
| 350 |
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|
| 351 |
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|
| 352 |
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|
| 353 |
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|
| 354 |
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|
| 355 |
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|
| 356 |
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|
| 357 |
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|
| 358 |
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|
| 359 |
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|
| 360 |
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|
| 361 |
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|
| 362 |
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|
| 363 |
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|
| 364 |
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|
| 365 |
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|
| 366 |
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|
| 367 |
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|
| 368 |
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|
| 369 |
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|
| 370 |
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|
| 371 |
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|
| 372 |
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|
| 373 |
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|
| 374 |
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|
| 375 |
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|
| 376 |
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|
| 377 |
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|
| 378 |
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|
| 379 |
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|
| 380 |
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|
| 381 |
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|
| 382 |
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|
| 383 |
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|
| 384 |
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|
| 385 |
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|
| 386 |
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|
| 387 |
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|
| 388 |
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|
| 389 |
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|
| 390 |
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|
| 391 |
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|
| 392 |
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|
| 393 |
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|
| 394 |
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|
| 395 |
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|
| 396 |
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|
| 397 |
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|
| 398 |
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|
| 399 |
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|
| 400 |
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|
| 401 |
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|
| 402 |
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|
| 403 |
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|
| 404 |
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|
| 405 |
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|
| 406 |
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|
| 407 |
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|
| 408 |
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|
| 409 |
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|
| 410 |
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|
| 411 |
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|
| 412 |
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|
| 413 |
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|
| 414 |
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|
| 415 |
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|
| 416 |
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|
| 417 |
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|
| 418 |
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|
| 419 |
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|
| 420 |
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^blk\.38\.ffn_up_exps\.weight$=q6_k
|
| 421 |
+
^blk\.38\.ffn_up_shexp\.weight$=q8_0
|
| 422 |
+
^blk\.38\.ssm_out\.weight$=q8_0
|
| 423 |
+
^blk\.39\.attn_k\.weight$=q8_0
|
| 424 |
+
^blk\.39\.attn_output\.weight$=q8_0
|
| 425 |
+
^blk\.39\.attn_q\.weight$=q8_0
|
| 426 |
+
^blk\.39\.attn_v\.weight$=q8_0
|
| 427 |
+
^blk\.39\.ffn_down_exps\.weight$=q8_0
|
| 428 |
+
^blk\.39\.ffn_down_shexp\.weight$=q8_0
|
| 429 |
+
^blk\.39\.ffn_gate_exps\.weight$=q8_0
|
| 430 |
+
^blk\.39\.ffn_gate_shexp\.weight$=q8_0
|
| 431 |
+
^blk\.39\.ffn_up_exps\.weight$=q8_0
|
| 432 |
+
^blk\.39\.ffn_up_shexp\.weight$=q8_0
|
layouts/InternScience_MLExpert-Q6_K_L.layout.json
ADDED
|
@@ -0,0 +1,223 @@
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|
| 1 |
+
{
|
| 2 |
+
"model": "/media/m2teamgroup/models/MLExpert-GGUF/InternScience_MLExpert-bf16.gguf",
|
| 3 |
+
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|
| 4 |
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|
| 5 |
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|
| 6 |
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|
| 7 |
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|
| 8 |
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|
| 9 |
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| 10 |
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| 11 |
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| 12 |
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| 14 |
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| 15 |
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| 16 |
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| 17 |
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|
| 18 |
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| 19 |
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|
| 20 |
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| 21 |
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"type": "q8_0"
|
| 22 |
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}
|
| 23 |
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},
|
| 24 |
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"arch": "moe",
|
| 25 |
+
"tied": false,
|
| 26 |
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"n_layer": 40,
|
| 27 |
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"body_rule": true,
|
| 28 |
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"pins": {
|
| 29 |
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"^blk\\.0\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 30 |
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"^blk\\.0\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 31 |
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"^blk\\.1\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 32 |
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"^blk\\.1\\.ssm_beta\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 33 |
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"^blk\\.2\\.ssm_alpha\\.weight$": "tiny: 65,536 params, kept at f32",
|
| 34 |
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|
| 35 |
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|
| 36 |
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|
| 37 |
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| 38 |
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| 39 |
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| 41 |
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| 42 |
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| 43 |
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| 45 |
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| 47 |
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| 48 |
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| 49 |
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| 50 |
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| 51 |
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| 52 |
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| 53 |
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| 55 |
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| 57 |
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| 58 |
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| 59 |
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| 60 |
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| 61 |
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| 62 |
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| 63 |
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| 64 |
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| 65 |
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| 66 |
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| 67 |
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| 71 |
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| 72 |
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| 73 |
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| 74 |
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| 75 |
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| 76 |
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| 77 |
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| 79 |
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| 80 |
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| 89 |
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| 90 |
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|
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|
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"ratio": 1.075,
|
| 161 |
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"note": "quantizable, unpinned tensors only; pinned/unquantized tensors are identical in both"
|
| 162 |
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},
|
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|
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|
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|
| 172 |
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|
| 173 |
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| 174 |
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|
| 175 |
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|
| 176 |
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| 177 |
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|
| 178 |
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|
| 181 |
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|
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|
| 184 |
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|
| 185 |
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|
| 186 |
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|
| 187 |
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|
| 188 |
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"ffn_down_exps": {
|
| 189 |
+
"q8_0": 27,
|
| 190 |
+
"q6_k": 13
|
| 191 |
+
},
|
| 192 |
+
"ffn_down_shexp": {
|
| 193 |
+
"q8_0": 40
|
| 194 |
+
},
|
| 195 |
+
"ffn_gate_exps": {
|
| 196 |
+
"q6_k": 38,
|
| 197 |
+
"q8_0": 2
|
| 198 |
+
},
|
| 199 |
+
"ffn_gate_shexp": {
|
| 200 |
+
"q8_0": 40
|
| 201 |
+
},
|
| 202 |
+
"ffn_up_exps": {
|
| 203 |
+
"q8_0": 20,
|
| 204 |
+
"q6_k": 20
|
| 205 |
+
},
|
| 206 |
+
"ffn_up_shexp": {
|
| 207 |
+
"q8_0": 40
|
| 208 |
+
},
|
| 209 |
+
"ssm_out": {
|
| 210 |
+
"q8_0": 30
|
| 211 |
+
}
|
| 212 |
+
},
|
| 213 |
+
"prior": "layout/prior.json",
|
| 214 |
+
"pin_rule": "floor",
|
| 215 |
+
"embd_cap": "heur",
|
| 216 |
+
"generator": "auto_quant_v2.layout",
|
| 217 |
+
"generator_key": "3bf8b43e20a68f0b",
|
| 218 |
+
"quant_type": "Q6_K_L",
|
| 219 |
+
"quantize_ftype": "Q6_K",
|
| 220 |
+
"llama_cpp_version": "b11716",
|
| 221 |
+
"unknown_kinds": {},
|
| 222 |
+
"commit": "0933d56cdc75d35ccd1973a9eebfe2cafbd935d5"
|
| 223 |
+
}
|
layouts/InternScience_MLExpert-Q6_K_L.tensor-types.txt
ADDED
|
@@ -0,0 +1,432 @@
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|
|
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|
|
|
|
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|
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|
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|
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|
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|
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|
|
|
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|
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|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
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|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
^blk\.0\.ssm_alpha\.weight$=f32
|
| 2 |
+
^blk\.0\.ssm_beta\.weight$=f32
|
| 3 |
+
^blk\.1\.ssm_alpha\.weight$=f32
|
| 4 |
+
^blk\.1\.ssm_beta\.weight$=f32
|
| 5 |
+
^blk\.2\.ssm_alpha\.weight$=f32
|
| 6 |
+
^blk\.2\.ssm_beta\.weight$=f32
|
| 7 |
+
^blk\.4\.ssm_alpha\.weight$=f32
|
| 8 |
+
^blk\.4\.ssm_beta\.weight$=f32
|
| 9 |
+
^blk\.5\.ssm_alpha\.weight$=f32
|
| 10 |
+
^blk\.5\.ssm_beta\.weight$=f32
|
| 11 |
+
^blk\.6\.ssm_alpha\.weight$=f32
|
| 12 |
+
^blk\.6\.ssm_beta\.weight$=f32
|
| 13 |
+
^blk\.8\.ssm_alpha\.weight$=f32
|
| 14 |
+
^blk\.8\.ssm_beta\.weight$=f32
|
| 15 |
+
^blk\.9\.ssm_alpha\.weight$=f32
|
| 16 |
+
^blk\.9\.ssm_beta\.weight$=f32
|
| 17 |
+
^blk\.10\.ssm_alpha\.weight$=f32
|
| 18 |
+
^blk\.10\.ssm_beta\.weight$=f32
|
| 19 |
+
^blk\.12\.ssm_alpha\.weight$=f32
|
| 20 |
+
^blk\.12\.ssm_beta\.weight$=f32
|
| 21 |
+
^blk\.13\.ssm_alpha\.weight$=f32
|
| 22 |
+
^blk\.13\.ssm_beta\.weight$=f32
|
| 23 |
+
^blk\.14\.ssm_alpha\.weight$=f32
|
| 24 |
+
^blk\.14\.ssm_beta\.weight$=f32
|
| 25 |
+
^blk\.16\.ssm_alpha\.weight$=f32
|
| 26 |
+
^blk\.16\.ssm_beta\.weight$=f32
|
| 27 |
+
^blk\.17\.ssm_alpha\.weight$=f32
|
| 28 |
+
^blk\.17\.ssm_beta\.weight$=f32
|
| 29 |
+
^blk\.18\.ssm_alpha\.weight$=f32
|
| 30 |
+
^blk\.18\.ssm_beta\.weight$=f32
|
| 31 |
+
^blk\.20\.ssm_alpha\.weight$=f32
|
| 32 |
+
^blk\.20\.ssm_beta\.weight$=f32
|
| 33 |
+
^blk\.21\.ssm_alpha\.weight$=f32
|
| 34 |
+
^blk\.21\.ssm_beta\.weight$=f32
|
| 35 |
+
^blk\.22\.ssm_alpha\.weight$=f32
|
| 36 |
+
^blk\.22\.ssm_beta\.weight$=f32
|
| 37 |
+
^blk\.24\.ssm_alpha\.weight$=f32
|
| 38 |
+
^blk\.24\.ssm_beta\.weight$=f32
|
| 39 |
+
^blk\.25\.ssm_alpha\.weight$=f32
|
| 40 |
+
^blk\.25\.ssm_beta\.weight$=f32
|
| 41 |
+
^blk\.26\.ssm_alpha\.weight$=f32
|
| 42 |
+
^blk\.26\.ssm_beta\.weight$=f32
|
| 43 |
+
^blk\.28\.ssm_alpha\.weight$=f32
|
| 44 |
+
^blk\.28\.ssm_beta\.weight$=f32
|
| 45 |
+
^blk\.29\.ssm_alpha\.weight$=f32
|
| 46 |
+
^blk\.29\.ssm_beta\.weight$=f32
|
| 47 |
+
^blk\.30\.ssm_alpha\.weight$=f32
|
| 48 |
+
^blk\.30\.ssm_beta\.weight$=f32
|
| 49 |
+
^blk\.32\.ssm_alpha\.weight$=f32
|
| 50 |
+
^blk\.32\.ssm_beta\.weight$=f32
|
| 51 |
+
^blk\.33\.ssm_alpha\.weight$=f32
|
| 52 |
+
^blk\.33\.ssm_beta\.weight$=f32
|
| 53 |
+
^blk\.34\.ssm_alpha\.weight$=f32
|
| 54 |
+
^blk\.34\.ssm_beta\.weight$=f32
|
| 55 |
+
^blk\.36\.ssm_alpha\.weight$=f32
|
| 56 |
+
^blk\.36\.ssm_beta\.weight$=f32
|
| 57 |
+
^blk\.37\.ssm_alpha\.weight$=f32
|
| 58 |
+
^blk\.37\.ssm_beta\.weight$=f32
|
| 59 |
+
^blk\.38\.ssm_alpha\.weight$=f32
|
| 60 |
+
^blk\.38\.ssm_beta\.weight$=f32
|
| 61 |
+
^output\.weight$=q8_0
|
| 62 |
+
^token_embd\.weight$=q8_0
|
| 63 |
+
^blk\.0\.attn_gate\.weight$=q8_0
|
| 64 |
+
^blk\.0\.attn_qkv\.weight$=q8_0
|
| 65 |
+
^blk\.0\.ffn_down_exps\.weight$=q8_0
|
| 66 |
+
^blk\.0\.ffn_down_shexp\.weight$=q8_0
|
| 67 |
+
^blk\.0\.ffn_gate_exps\.weight$=q8_0
|
| 68 |
+
^blk\.0\.ffn_gate_shexp\.weight$=q8_0
|
| 69 |
+
^blk\.0\.ffn_up_exps\.weight$=q8_0
|
| 70 |
+
^blk\.0\.ffn_up_shexp\.weight$=q8_0
|
| 71 |
+
^blk\.0\.ssm_out\.weight$=q8_0
|
| 72 |
+
^blk\.1\.attn_gate\.weight$=q8_0
|
| 73 |
+
^blk\.1\.attn_qkv\.weight$=q8_0
|
| 74 |
+
^blk\.1\.ffn_down_exps\.weight$=q8_0
|
| 75 |
+
^blk\.1\.ffn_down_shexp\.weight$=q8_0
|
| 76 |
+
^blk\.1\.ffn_gate_exps\.weight$=q6_k
|
| 77 |
+
^blk\.1\.ffn_gate_shexp\.weight$=q8_0
|
| 78 |
+
^blk\.1\.ffn_up_exps\.weight$=q8_0
|
| 79 |
+
^blk\.1\.ffn_up_shexp\.weight$=q8_0
|
| 80 |
+
^blk\.1\.ssm_out\.weight$=q8_0
|
| 81 |
+
^blk\.2\.attn_gate\.weight$=q8_0
|
| 82 |
+
^blk\.2\.attn_qkv\.weight$=q8_0
|
| 83 |
+
^blk\.2\.ffn_down_exps\.weight$=q8_0
|
| 84 |
+
^blk\.2\.ffn_down_shexp\.weight$=q8_0
|
| 85 |
+
^blk\.2\.ffn_gate_exps\.weight$=q6_k
|
| 86 |
+
^blk\.2\.ffn_gate_shexp\.weight$=q8_0
|
| 87 |
+
^blk\.2\.ffn_up_exps\.weight$=q8_0
|
| 88 |
+
^blk\.2\.ffn_up_shexp\.weight$=q8_0
|
| 89 |
+
^blk\.2\.ssm_out\.weight$=q8_0
|
| 90 |
+
^blk\.3\.attn_k\.weight$=q8_0
|
| 91 |
+
^blk\.3\.attn_output\.weight$=q8_0
|
| 92 |
+
^blk\.3\.attn_q\.weight$=q8_0
|
| 93 |
+
^blk\.3\.attn_v\.weight$=q8_0
|
| 94 |
+
^blk\.3\.ffn_down_exps\.weight$=q8_0
|
| 95 |
+
^blk\.3\.ffn_down_shexp\.weight$=q8_0
|
| 96 |
+
^blk\.3\.ffn_gate_exps\.weight$=q6_k
|
| 97 |
+
^blk\.3\.ffn_gate_shexp\.weight$=q8_0
|
| 98 |
+
^blk\.3\.ffn_up_exps\.weight$=q8_0
|
| 99 |
+
^blk\.3\.ffn_up_shexp\.weight$=q8_0
|
| 100 |
+
^blk\.4\.attn_gate\.weight$=q8_0
|
| 101 |
+
^blk\.4\.attn_qkv\.weight$=q8_0
|
| 102 |
+
^blk\.4\.ffn_down_exps\.weight$=q8_0
|
| 103 |
+
^blk\.4\.ffn_down_shexp\.weight$=q8_0
|
| 104 |
+
^blk\.4\.ffn_gate_exps\.weight$=q6_k
|
| 105 |
+
^blk\.4\.ffn_gate_shexp\.weight$=q8_0
|
| 106 |
+
^blk\.4\.ffn_up_exps\.weight$=q8_0
|
| 107 |
+
^blk\.4\.ffn_up_shexp\.weight$=q8_0
|
| 108 |
+
^blk\.4\.ssm_out\.weight$=q8_0
|
| 109 |
+
^blk\.5\.attn_gate\.weight$=q8_0
|
| 110 |
+
^blk\.5\.attn_qkv\.weight$=q8_0
|
| 111 |
+
^blk\.5\.ffn_down_exps\.weight$=q8_0
|
| 112 |
+
^blk\.5\.ffn_down_shexp\.weight$=q8_0
|
| 113 |
+
^blk\.5\.ffn_gate_exps\.weight$=q6_k
|
| 114 |
+
^blk\.5\.ffn_gate_shexp\.weight$=q8_0
|
| 115 |
+
^blk\.5\.ffn_up_exps\.weight$=q8_0
|
| 116 |
+
^blk\.5\.ffn_up_shexp\.weight$=q8_0
|
| 117 |
+
^blk\.5\.ssm_out\.weight$=q8_0
|
| 118 |
+
^blk\.6\.attn_gate\.weight$=q8_0
|
| 119 |
+
^blk\.6\.attn_qkv\.weight$=q8_0
|
| 120 |
+
^blk\.6\.ffn_down_exps\.weight$=q8_0
|
| 121 |
+
^blk\.6\.ffn_down_shexp\.weight$=q8_0
|
| 122 |
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|
| 123 |
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|
| 124 |
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|
| 125 |
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|
| 126 |
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|
| 127 |
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|
| 128 |
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|
| 129 |
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|
| 130 |
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|
| 131 |
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|
| 132 |
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|
| 133 |
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|
| 134 |
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|
| 135 |
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|
| 136 |
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|
| 137 |
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|
| 138 |
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|
| 139 |
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|
| 140 |
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|
| 141 |
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|
| 142 |
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|
| 143 |
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|
| 144 |
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|
| 145 |
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|
| 146 |
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|
| 147 |
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|
| 148 |
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|
| 149 |
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|
| 150 |
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|
| 151 |
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|
| 152 |
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|
| 153 |
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|
| 154 |
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|
| 155 |
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|
| 156 |
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|
| 157 |
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|
| 158 |
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|
| 159 |
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|
| 160 |
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|
| 161 |
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|
| 162 |
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|
| 163 |
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|
| 164 |
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|
| 165 |
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|
| 166 |
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|
| 167 |
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|
| 168 |
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|
| 169 |
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|
| 170 |
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|
| 171 |
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|
| 172 |
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|
| 173 |
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|
| 174 |
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|
| 175 |
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|
| 176 |
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|
| 177 |
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|
| 178 |
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|
| 179 |
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|
| 180 |
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|
| 181 |
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|
| 182 |
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|
| 183 |
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|
| 184 |
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|
| 185 |
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|
| 186 |
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|
| 187 |
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|
| 188 |
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|
| 189 |
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|
| 190 |
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|
| 191 |
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|
| 192 |
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|
| 193 |
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|
| 194 |
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|
| 195 |
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|
| 196 |
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|
| 197 |
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|
| 198 |
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|
| 199 |
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|
| 200 |
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|
| 201 |
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|
| 202 |
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|
| 203 |
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|
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|
| 205 |
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|
| 206 |
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|
| 207 |
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|
| 208 |
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|
| 209 |
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|
| 210 |
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|
| 211 |
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|
| 212 |
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|
| 213 |
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|
| 214 |
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|
| 215 |
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|
| 216 |
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|
| 217 |
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|
| 218 |
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|
| 219 |
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|
| 220 |
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|
| 221 |
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|
| 222 |
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|
| 223 |
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|
| 224 |
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|
| 225 |
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|
| 226 |
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|
| 227 |
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|
| 228 |
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|
| 229 |
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|
| 230 |
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|
| 231 |
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|
| 232 |
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|
| 233 |
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|
| 234 |
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|
| 235 |
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|
| 236 |
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|
| 237 |
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|
| 238 |
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|
| 239 |
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|
| 240 |
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|
| 241 |
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|
| 242 |
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|
| 243 |
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|
| 244 |
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|
| 245 |
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|
| 246 |
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|
| 247 |
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|
| 248 |
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|
| 249 |
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|
| 250 |
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|
| 251 |
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|
| 252 |
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|
| 253 |
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|
| 254 |
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|
| 255 |
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|
| 256 |
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|
| 257 |
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|
| 258 |
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|
| 259 |
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|
| 260 |
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|
| 261 |
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|
| 262 |
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|
| 263 |
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|
| 264 |
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|
| 265 |
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|
| 266 |
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|
| 267 |
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|
| 268 |
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|
| 269 |
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|
| 270 |
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|
| 271 |
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|
| 272 |
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|
| 273 |
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|
| 274 |
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|
| 275 |
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|
| 276 |
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|
| 277 |
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|
| 278 |
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|
| 279 |
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|
| 280 |
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|
| 281 |
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|
| 282 |
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|
| 283 |
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|
| 284 |
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|
| 285 |
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|
| 286 |
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|
| 287 |
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|
| 288 |
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|
| 289 |
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|
| 290 |
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|
| 291 |
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|
| 292 |
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|
| 293 |
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|
| 294 |
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|
| 295 |
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|
| 296 |
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|
| 297 |
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|
| 298 |
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|
| 299 |
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|
| 300 |
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|
| 301 |
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|
| 302 |
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|
| 303 |
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|
| 304 |
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|
| 305 |
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|
| 306 |
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|
| 307 |
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|
| 308 |
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|
| 309 |
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|
| 310 |
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|
| 311 |
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|
| 312 |
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|
| 313 |
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|
| 314 |
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|
| 315 |
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|
| 316 |
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|
| 317 |
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|
| 318 |
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|
| 319 |
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|
| 320 |
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|
| 321 |
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|
| 322 |
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|
| 323 |
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|
| 324 |
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|
| 325 |
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|
| 326 |
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|
| 327 |
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|
| 328 |
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|
| 329 |
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|
| 330 |
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|
| 331 |
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|
| 332 |
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|
| 333 |
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|
| 334 |
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|
| 335 |
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|
| 336 |
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|
| 337 |
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|
| 338 |
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|
| 339 |
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|
| 340 |
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|
| 341 |
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|
| 342 |
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|
| 343 |
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|
| 344 |
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|
| 345 |
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|
| 346 |
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|
| 347 |
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|
| 348 |
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|
| 349 |
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|
| 350 |
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|
| 351 |
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|
| 352 |
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|
| 353 |
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|
| 354 |
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|
| 355 |
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|
| 356 |
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|
| 357 |
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|
| 358 |
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|
| 359 |
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|
| 360 |
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|
| 361 |
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|
| 362 |
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|
| 363 |
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|
| 364 |
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|
| 365 |
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|
| 366 |
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|
| 367 |
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|
| 368 |
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|
| 369 |
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|
| 370 |
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|
| 371 |
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|
| 372 |
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|
| 373 |
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|
| 374 |
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|
| 375 |
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|
| 376 |
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|
| 377 |
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|
| 378 |
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|
| 379 |
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|
| 380 |
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|
| 381 |
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|
| 382 |
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|
| 383 |
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|
| 384 |
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| 418 |
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| 432 |
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layouts/InternScience_MLExpert-Q6_K_S.layout.json
ADDED
|
@@ -0,0 +1,223 @@
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|
| 1 |
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{
|
| 2 |
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"model": "/media/m2teamgroup/models/MLExpert-GGUF/InternScience_MLExpert-bf16.gguf",
|
| 3 |
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| 4 |
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},
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| 25 |
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| 139 |
+
"blk.30.ssm_beta.weight": "f32",
|
| 140 |
+
"blk.32.ssm_alpha.weight": "f32",
|
| 141 |
+
"blk.32.ssm_beta.weight": "f32",
|
| 142 |
+
"blk.33.ssm_alpha.weight": "f32",
|
| 143 |
+
"blk.33.ssm_beta.weight": "f32",
|
| 144 |
+
"blk.34.ssm_alpha.weight": "f32",
|
| 145 |
+
"blk.34.ssm_beta.weight": "f32",
|
| 146 |
+
"blk.36.ssm_alpha.weight": "f32",
|
| 147 |
+
"blk.36.ssm_beta.weight": "f32",
|
| 148 |
+
"blk.37.ssm_alpha.weight": "f32",
|
| 149 |
+
"blk.37.ssm_beta.weight": "f32",
|
| 150 |
+
"blk.38.ssm_alpha.weight": "f32",
|
| 151 |
+
"blk.38.ssm_beta.weight": "f32"
|
| 152 |
+
},
|
| 153 |
+
"embeddings": {
|
| 154 |
+
"output.weight": "q8_0",
|
| 155 |
+
"token_embd.weight": "q8_0"
|
| 156 |
+
},
|
| 157 |
+
"bytes": {
|
| 158 |
+
"heuristic_body+embd": 29937844224,
|
| 159 |
+
"map_body+embd": 29257760768,
|
| 160 |
+
"ratio": 0.9773,
|
| 161 |
+
"note": "quantizable, unpinned tensors only; pinned/unquantized tensors are identical in both"
|
| 162 |
+
},
|
| 163 |
+
"body_base_share": 0.907,
|
| 164 |
+
"body_bpw": 6.705,
|
| 165 |
+
"body_bpw_heuristic": 6.926,
|
| 166 |
+
"total_params": 34660610688,
|
| 167 |
+
"file_bytes_pred": 29362342400,
|
| 168 |
+
"file_bpw_pred": 6.777,
|
| 169 |
+
"histogram": {
|
| 170 |
+
"attn_gate": {
|
| 171 |
+
"q8_0": 30
|
| 172 |
+
},
|
| 173 |
+
"attn_k": {
|
| 174 |
+
"q8_0": 10
|
| 175 |
+
},
|
| 176 |
+
"attn_output": {
|
| 177 |
+
"q8_0": 10
|
| 178 |
+
},
|
| 179 |
+
"attn_q": {
|
| 180 |
+
"q8_0": 10
|
| 181 |
+
},
|
| 182 |
+
"attn_qkv": {
|
| 183 |
+
"q8_0": 30
|
| 184 |
+
},
|
| 185 |
+
"attn_v": {
|
| 186 |
+
"q8_0": 10
|
| 187 |
+
},
|
| 188 |
+
"ffn_down_exps": {
|
| 189 |
+
"q6_k": 38,
|
| 190 |
+
"q8_0": 2
|
| 191 |
+
},
|
| 192 |
+
"ffn_down_shexp": {
|
| 193 |
+
"q8_0": 40
|
| 194 |
+
},
|
| 195 |
+
"ffn_gate_exps": {
|
| 196 |
+
"q6_k": 39,
|
| 197 |
+
"q8_0": 1
|
| 198 |
+
},
|
| 199 |
+
"ffn_gate_shexp": {
|
| 200 |
+
"q8_0": 40
|
| 201 |
+
},
|
| 202 |
+
"ffn_up_exps": {
|
| 203 |
+
"q6_k": 39,
|
| 204 |
+
"q8_0": 1
|
| 205 |
+
},
|
| 206 |
+
"ffn_up_shexp": {
|
| 207 |
+
"q8_0": 40
|
| 208 |
+
},
|
| 209 |
+
"ssm_out": {
|
| 210 |
+
"q8_0": 30
|
| 211 |
+
}
|
| 212 |
+
},
|
| 213 |
+
"prior": "layout/prior.json",
|
| 214 |
+
"pin_rule": "floor",
|
| 215 |
+
"embd_cap": "heur",
|
| 216 |
+
"generator": "auto_quant_v2.layout",
|
| 217 |
+
"generator_key": "3bf8b43e20a68f0b",
|
| 218 |
+
"quant_type": "Q6_K_S",
|
| 219 |
+
"quantize_ftype": "Q6_K",
|
| 220 |
+
"llama_cpp_version": "b11716",
|
| 221 |
+
"unknown_kinds": {},
|
| 222 |
+
"commit": "0933d56cdc75d35ccd1973a9eebfe2cafbd935d5"
|
| 223 |
+
}
|
layouts/InternScience_MLExpert-Q6_K_S.tensor-types.txt
ADDED
|
@@ -0,0 +1,432 @@
|
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|
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|
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|
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|
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|
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|
|
|
|
|
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|
|
|
|
|
|
|
|
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|
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|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
^blk\.0\.ssm_alpha\.weight$=f32
|
| 2 |
+
^blk\.0\.ssm_beta\.weight$=f32
|
| 3 |
+
^blk\.1\.ssm_alpha\.weight$=f32
|
| 4 |
+
^blk\.1\.ssm_beta\.weight$=f32
|
| 5 |
+
^blk\.2\.ssm_alpha\.weight$=f32
|
| 6 |
+
^blk\.2\.ssm_beta\.weight$=f32
|
| 7 |
+
^blk\.4\.ssm_alpha\.weight$=f32
|
| 8 |
+
^blk\.4\.ssm_beta\.weight$=f32
|
| 9 |
+
^blk\.5\.ssm_alpha\.weight$=f32
|
| 10 |
+
^blk\.5\.ssm_beta\.weight$=f32
|
| 11 |
+
^blk\.6\.ssm_alpha\.weight$=f32
|
| 12 |
+
^blk\.6\.ssm_beta\.weight$=f32
|
| 13 |
+
^blk\.8\.ssm_alpha\.weight$=f32
|
| 14 |
+
^blk\.8\.ssm_beta\.weight$=f32
|
| 15 |
+
^blk\.9\.ssm_alpha\.weight$=f32
|
| 16 |
+
^blk\.9\.ssm_beta\.weight$=f32
|
| 17 |
+
^blk\.10\.ssm_alpha\.weight$=f32
|
| 18 |
+
^blk\.10\.ssm_beta\.weight$=f32
|
| 19 |
+
^blk\.12\.ssm_alpha\.weight$=f32
|
| 20 |
+
^blk\.12\.ssm_beta\.weight$=f32
|
| 21 |
+
^blk\.13\.ssm_alpha\.weight$=f32
|
| 22 |
+
^blk\.13\.ssm_beta\.weight$=f32
|
| 23 |
+
^blk\.14\.ssm_alpha\.weight$=f32
|
| 24 |
+
^blk\.14\.ssm_beta\.weight$=f32
|
| 25 |
+
^blk\.16\.ssm_alpha\.weight$=f32
|
| 26 |
+
^blk\.16\.ssm_beta\.weight$=f32
|
| 27 |
+
^blk\.17\.ssm_alpha\.weight$=f32
|
| 28 |
+
^blk\.17\.ssm_beta\.weight$=f32
|
| 29 |
+
^blk\.18\.ssm_alpha\.weight$=f32
|
| 30 |
+
^blk\.18\.ssm_beta\.weight$=f32
|
| 31 |
+
^blk\.20\.ssm_alpha\.weight$=f32
|
| 32 |
+
^blk\.20\.ssm_beta\.weight$=f32
|
| 33 |
+
^blk\.21\.ssm_alpha\.weight$=f32
|
| 34 |
+
^blk\.21\.ssm_beta\.weight$=f32
|
| 35 |
+
^blk\.22\.ssm_alpha\.weight$=f32
|
| 36 |
+
^blk\.22\.ssm_beta\.weight$=f32
|
| 37 |
+
^blk\.24\.ssm_alpha\.weight$=f32
|
| 38 |
+
^blk\.24\.ssm_beta\.weight$=f32
|
| 39 |
+
^blk\.25\.ssm_alpha\.weight$=f32
|
| 40 |
+
^blk\.25\.ssm_beta\.weight$=f32
|
| 41 |
+
^blk\.26\.ssm_alpha\.weight$=f32
|
| 42 |
+
^blk\.26\.ssm_beta\.weight$=f32
|
| 43 |
+
^blk\.28\.ssm_alpha\.weight$=f32
|
| 44 |
+
^blk\.28\.ssm_beta\.weight$=f32
|
| 45 |
+
^blk\.29\.ssm_alpha\.weight$=f32
|
| 46 |
+
^blk\.29\.ssm_beta\.weight$=f32
|
| 47 |
+
^blk\.30\.ssm_alpha\.weight$=f32
|
| 48 |
+
^blk\.30\.ssm_beta\.weight$=f32
|
| 49 |
+
^blk\.32\.ssm_alpha\.weight$=f32
|
| 50 |
+
^blk\.32\.ssm_beta\.weight$=f32
|
| 51 |
+
^blk\.33\.ssm_alpha\.weight$=f32
|
| 52 |
+
^blk\.33\.ssm_beta\.weight$=f32
|
| 53 |
+
^blk\.34\.ssm_alpha\.weight$=f32
|
| 54 |
+
^blk\.34\.ssm_beta\.weight$=f32
|
| 55 |
+
^blk\.36\.ssm_alpha\.weight$=f32
|
| 56 |
+
^blk\.36\.ssm_beta\.weight$=f32
|
| 57 |
+
^blk\.37\.ssm_alpha\.weight$=f32
|
| 58 |
+
^blk\.37\.ssm_beta\.weight$=f32
|
| 59 |
+
^blk\.38\.ssm_alpha\.weight$=f32
|
| 60 |
+
^blk\.38\.ssm_beta\.weight$=f32
|
| 61 |
+
^output\.weight$=q8_0
|
| 62 |
+
^token_embd\.weight$=q8_0
|
| 63 |
+
^blk\.0\.attn_gate\.weight$=q8_0
|
| 64 |
+
^blk\.0\.attn_qkv\.weight$=q8_0
|
| 65 |
+
^blk\.0\.ffn_down_exps\.weight$=q8_0
|
| 66 |
+
^blk\.0\.ffn_down_shexp\.weight$=q8_0
|
| 67 |
+
^blk\.0\.ffn_gate_exps\.weight$=q6_k
|
| 68 |
+
^blk\.0\.ffn_gate_shexp\.weight$=q8_0
|
| 69 |
+
^blk\.0\.ffn_up_exps\.weight$=q6_k
|
| 70 |
+
^blk\.0\.ffn_up_shexp\.weight$=q8_0
|
| 71 |
+
^blk\.0\.ssm_out\.weight$=q8_0
|
| 72 |
+
^blk\.1\.attn_gate\.weight$=q8_0
|
| 73 |
+
^blk\.1\.attn_qkv\.weight$=q8_0
|
| 74 |
+
^blk\.1\.ffn_down_exps\.weight$=q6_k
|
| 75 |
+
^blk\.1\.ffn_down_shexp\.weight$=q8_0
|
| 76 |
+
^blk\.1\.ffn_gate_exps\.weight$=q6_k
|
| 77 |
+
^blk\.1\.ffn_gate_shexp\.weight$=q8_0
|
| 78 |
+
^blk\.1\.ffn_up_exps\.weight$=q6_k
|
| 79 |
+
^blk\.1\.ffn_up_shexp\.weight$=q8_0
|
| 80 |
+
^blk\.1\.ssm_out\.weight$=q8_0
|
| 81 |
+
^blk\.2\.attn_gate\.weight$=q8_0
|
| 82 |
+
^blk\.2\.attn_qkv\.weight$=q8_0
|
| 83 |
+
^blk\.2\.ffn_down_exps\.weight$=q6_k
|
| 84 |
+
^blk\.2\.ffn_down_shexp\.weight$=q8_0
|
| 85 |
+
^blk\.2\.ffn_gate_exps\.weight$=q6_k
|
| 86 |
+
^blk\.2\.ffn_gate_shexp\.weight$=q8_0
|
| 87 |
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^blk\.2\.ffn_up_exps\.weight$=q6_k
|
| 88 |
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^blk\.2\.ffn_up_shexp\.weight$=q8_0
|
| 89 |
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^blk\.2\.ssm_out\.weight$=q8_0
|
| 90 |
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^blk\.3\.attn_k\.weight$=q8_0
|
| 91 |
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^blk\.3\.attn_output\.weight$=q8_0
|
| 92 |
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^blk\.3\.attn_q\.weight$=q8_0
|
| 93 |
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^blk\.3\.attn_v\.weight$=q8_0
|
| 94 |
+
^blk\.3\.ffn_down_exps\.weight$=q6_k
|
| 95 |
+
^blk\.3\.ffn_down_shexp\.weight$=q8_0
|
| 96 |
+
^blk\.3\.ffn_gate_exps\.weight$=q6_k
|
| 97 |
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^blk\.3\.ffn_gate_shexp\.weight$=q8_0
|
| 98 |
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^blk\.3\.ffn_up_exps\.weight$=q6_k
|
| 99 |
+
^blk\.3\.ffn_up_shexp\.weight$=q8_0
|
| 100 |
+
^blk\.4\.attn_gate\.weight$=q8_0
|
| 101 |
+
^blk\.4\.attn_qkv\.weight$=q8_0
|
| 102 |
+
^blk\.4\.ffn_down_exps\.weight$=q6_k
|
| 103 |
+
^blk\.4\.ffn_down_shexp\.weight$=q8_0
|
| 104 |
+
^blk\.4\.ffn_gate_exps\.weight$=q6_k
|
| 105 |
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^blk\.4\.ffn_gate_shexp\.weight$=q8_0
|
| 106 |
+
^blk\.4\.ffn_up_exps\.weight$=q6_k
|
| 107 |
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^blk\.4\.ffn_up_shexp\.weight$=q8_0
|
| 108 |
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^blk\.4\.ssm_out\.weight$=q8_0
|
| 109 |
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^blk\.5\.attn_gate\.weight$=q8_0
|
| 110 |
+
^blk\.5\.attn_qkv\.weight$=q8_0
|
| 111 |
+
^blk\.5\.ffn_down_exps\.weight$=q6_k
|
| 112 |
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^blk\.5\.ffn_down_shexp\.weight$=q8_0
|
| 113 |
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^blk\.5\.ffn_gate_exps\.weight$=q6_k
|
| 114 |
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^blk\.5\.ffn_gate_shexp\.weight$=q8_0
|
| 115 |
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|
| 116 |
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|
| 117 |
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|
| 118 |
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|
| 119 |
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^blk\.6\.attn_qkv\.weight$=q8_0
|
| 120 |
+
^blk\.6\.ffn_down_exps\.weight$=q6_k
|
| 121 |
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^blk\.6\.ffn_down_shexp\.weight$=q8_0
|
| 122 |
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|
| 123 |
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|
| 124 |
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|
| 125 |
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|
| 126 |
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|
| 127 |
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|
| 128 |
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|
| 129 |
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|
| 130 |
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|
| 131 |
+
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|
| 132 |
+
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|
| 133 |
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^blk\.7\.ffn_gate_exps\.weight$=q6_k
|
| 134 |
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|
| 135 |
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|
| 136 |
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|
| 137 |
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^blk\.8\.attn_gate\.weight$=q8_0
|
| 138 |
+
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|
| 139 |
+
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|
| 140 |
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^blk\.8\.ffn_down_shexp\.weight$=q8_0
|
| 141 |
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^blk\.8\.ffn_gate_exps\.weight$=q6_k
|
| 142 |
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|
| 143 |
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|
| 144 |
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|
| 145 |
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|
| 146 |
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^blk\.9\.attn_gate\.weight$=q8_0
|
| 147 |
+
^blk\.9\.attn_qkv\.weight$=q8_0
|
| 148 |
+
^blk\.9\.ffn_down_exps\.weight$=q6_k
|
| 149 |
+
^blk\.9\.ffn_down_shexp\.weight$=q8_0
|
| 150 |
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^blk\.9\.ffn_gate_exps\.weight$=q6_k
|
| 151 |
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|
| 152 |
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|
| 153 |
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|
| 154 |
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|
| 155 |
+
^blk\.10\.attn_gate\.weight$=q8_0
|
| 156 |
+
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|
| 157 |
+
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|
| 158 |
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|
| 159 |
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|
| 160 |
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|
| 161 |
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|
| 162 |
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|
| 163 |
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|
| 164 |
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|
| 165 |
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|
| 166 |
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|
| 167 |
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|
| 168 |
+
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|
| 169 |
+
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|
| 170 |
+
^blk\.11\.ffn_gate_exps\.weight$=q6_k
|
| 171 |
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|
| 172 |
+
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|
| 173 |
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|
| 174 |
+
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|
| 175 |
+
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|
| 176 |
+
^blk\.12\.ffn_down_exps\.weight$=q6_k
|
| 177 |
+
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|
| 178 |
+
^blk\.12\.ffn_gate_exps\.weight$=q6_k
|
| 179 |
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|
| 180 |
+
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|
| 181 |
+
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|
| 182 |
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|
| 183 |
+
^blk\.13\.attn_gate\.weight$=q8_0
|
| 184 |
+
^blk\.13\.attn_qkv\.weight$=q8_0
|
| 185 |
+
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|
| 186 |
+
^blk\.13\.ffn_down_shexp\.weight$=q8_0
|
| 187 |
+
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|
| 188 |
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|
| 189 |
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|
| 190 |
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|
| 191 |
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|
| 192 |
+
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|
| 193 |
+
^blk\.14\.attn_qkv\.weight$=q8_0
|
| 194 |
+
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|
| 195 |
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|
| 196 |
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|
| 197 |
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|
| 198 |
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|
| 199 |
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|
| 200 |
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|
| 201 |
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|
| 202 |
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|
| 203 |
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|
| 204 |
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|
| 205 |
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|
| 206 |
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|
| 207 |
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|
| 208 |
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|
| 209 |
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|
| 210 |
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|
| 211 |
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|
| 212 |
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|
| 213 |
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|
| 214 |
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|
| 215 |
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|
| 216 |
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|
| 217 |
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|
| 218 |
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|
| 219 |
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|
| 220 |
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|
| 221 |
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|
| 222 |
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|
| 223 |
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|
| 224 |
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|
| 225 |
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|
| 226 |
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|
| 227 |
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|
| 228 |
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|
| 229 |
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|
| 230 |
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|
| 231 |
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|
| 232 |
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|
| 233 |
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|
| 234 |
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|
| 235 |
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|
| 236 |
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|
| 237 |
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|
| 238 |
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|
| 239 |
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|
| 240 |
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|
| 241 |
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|
| 242 |
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|
| 243 |
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|
| 244 |
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|
| 245 |
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|
| 246 |
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|
| 247 |
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|
| 248 |
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|
| 249 |
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|
| 250 |
+
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|
| 251 |
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|
| 252 |
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|
| 253 |
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|
| 254 |
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|
| 255 |
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|
| 256 |
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|
| 257 |
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|
| 258 |
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|
| 259 |
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|
| 260 |
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|
| 261 |
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|
| 262 |
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|
| 263 |
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|
| 264 |
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|
| 265 |
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|
| 266 |
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|
| 267 |
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|
| 268 |
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|
| 269 |
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|
| 270 |
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|
| 271 |
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|
| 272 |
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|
| 273 |
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|
| 274 |
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|
| 275 |
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|
| 276 |
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|
| 277 |
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|
| 278 |
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|
| 279 |
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|
| 280 |
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|
| 281 |
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|
| 282 |
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|
| 283 |
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|
| 284 |
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|
| 285 |
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|
| 286 |
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|
| 287 |
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|
| 288 |
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|
| 289 |
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|
| 290 |
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|
| 291 |
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|
| 292 |
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|
| 293 |
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|
| 294 |
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^blk\.25\.attn_gate\.weight$=q8_0
|
| 295 |
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^blk\.25\.attn_qkv\.weight$=q8_0
|
| 296 |
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|
| 297 |
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|
| 298 |
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|
| 299 |
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|
| 300 |
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|
| 301 |
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|
| 302 |
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|
| 303 |
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|
| 304 |
+
^blk\.26\.attn_qkv\.weight$=q8_0
|
| 305 |
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^blk\.26\.ffn_down_exps\.weight$=q6_k
|
| 306 |
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|
| 307 |
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|
| 308 |
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|
| 309 |
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|
| 310 |
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|
| 311 |
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|
| 312 |
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|
| 313 |
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|
| 314 |
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|
| 315 |
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|
| 316 |
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|
| 317 |
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|
| 318 |
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|
| 319 |
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|
| 320 |
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|
| 321 |
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|
| 322 |
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^blk\.28\.attn_gate\.weight$=q8_0
|
| 323 |
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^blk\.28\.attn_qkv\.weight$=q8_0
|
| 324 |
+
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|
| 325 |
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|
| 326 |
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|
| 327 |
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|
| 328 |
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|
| 329 |
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^blk\.28\.ffn_up_shexp\.weight$=q8_0
|
| 330 |
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^blk\.28\.ssm_out\.weight$=q8_0
|
| 331 |
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^blk\.29\.attn_gate\.weight$=q8_0
|
| 332 |
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^blk\.29\.attn_qkv\.weight$=q8_0
|
| 333 |
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^blk\.29\.ffn_down_exps\.weight$=q6_k
|
| 334 |
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|
| 335 |
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|
| 336 |
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|
| 337 |
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|
| 338 |
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^blk\.29\.ffn_up_shexp\.weight$=q8_0
|
| 339 |
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^blk\.29\.ssm_out\.weight$=q8_0
|
| 340 |
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^blk\.30\.attn_gate\.weight$=q8_0
|
| 341 |
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^blk\.30\.attn_qkv\.weight$=q8_0
|
| 342 |
+
^blk\.30\.ffn_down_exps\.weight$=q6_k
|
| 343 |
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^blk\.30\.ffn_down_shexp\.weight$=q8_0
|
| 344 |
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^blk\.30\.ffn_gate_exps\.weight$=q6_k
|
| 345 |
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^blk\.30\.ffn_gate_shexp\.weight$=q8_0
|
| 346 |
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^blk\.30\.ffn_up_exps\.weight$=q6_k
|
| 347 |
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^blk\.30\.ffn_up_shexp\.weight$=q8_0
|
| 348 |
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^blk\.30\.ssm_out\.weight$=q8_0
|
| 349 |
+
^blk\.31\.attn_k\.weight$=q8_0
|
| 350 |
+
^blk\.31\.attn_output\.weight$=q8_0
|
| 351 |
+
^blk\.31\.attn_q\.weight$=q8_0
|
| 352 |
+
^blk\.31\.attn_v\.weight$=q8_0
|
| 353 |
+
^blk\.31\.ffn_down_exps\.weight$=q6_k
|
| 354 |
+
^blk\.31\.ffn_down_shexp\.weight$=q8_0
|
| 355 |
+
^blk\.31\.ffn_gate_exps\.weight$=q6_k
|
| 356 |
+
^blk\.31\.ffn_gate_shexp\.weight$=q8_0
|
| 357 |
+
^blk\.31\.ffn_up_exps\.weight$=q6_k
|
| 358 |
+
^blk\.31\.ffn_up_shexp\.weight$=q8_0
|
| 359 |
+
^blk\.32\.attn_gate\.weight$=q8_0
|
| 360 |
+
^blk\.32\.attn_qkv\.weight$=q8_0
|
| 361 |
+
^blk\.32\.ffn_down_exps\.weight$=q6_k
|
| 362 |
+
^blk\.32\.ffn_down_shexp\.weight$=q8_0
|
| 363 |
+
^blk\.32\.ffn_gate_exps\.weight$=q6_k
|
| 364 |
+
^blk\.32\.ffn_gate_shexp\.weight$=q8_0
|
| 365 |
+
^blk\.32\.ffn_up_exps\.weight$=q6_k
|
| 366 |
+
^blk\.32\.ffn_up_shexp\.weight$=q8_0
|
| 367 |
+
^blk\.32\.ssm_out\.weight$=q8_0
|
| 368 |
+
^blk\.33\.attn_gate\.weight$=q8_0
|
| 369 |
+
^blk\.33\.attn_qkv\.weight$=q8_0
|
| 370 |
+
^blk\.33\.ffn_down_exps\.weight$=q6_k
|
| 371 |
+
^blk\.33\.ffn_down_shexp\.weight$=q8_0
|
| 372 |
+
^blk\.33\.ffn_gate_exps\.weight$=q6_k
|
| 373 |
+
^blk\.33\.ffn_gate_shexp\.weight$=q8_0
|
| 374 |
+
^blk\.33\.ffn_up_exps\.weight$=q6_k
|
| 375 |
+
^blk\.33\.ffn_up_shexp\.weight$=q8_0
|
| 376 |
+
^blk\.33\.ssm_out\.weight$=q8_0
|
| 377 |
+
^blk\.34\.attn_gate\.weight$=q8_0
|
| 378 |
+
^blk\.34\.attn_qkv\.weight$=q8_0
|
| 379 |
+
^blk\.34\.ffn_down_exps\.weight$=q6_k
|
| 380 |
+
^blk\.34\.ffn_down_shexp\.weight$=q8_0
|
| 381 |
+
^blk\.34\.ffn_gate_exps\.weight$=q6_k
|
| 382 |
+
^blk\.34\.ffn_gate_shexp\.weight$=q8_0
|
| 383 |
+
^blk\.34\.ffn_up_exps\.weight$=q6_k
|
| 384 |
+
^blk\.34\.ffn_up_shexp\.weight$=q8_0
|
| 385 |
+
^blk\.34\.ssm_out\.weight$=q8_0
|
| 386 |
+
^blk\.35\.attn_k\.weight$=q8_0
|
| 387 |
+
^blk\.35\.attn_output\.weight$=q8_0
|
| 388 |
+
^blk\.35\.attn_q\.weight$=q8_0
|
| 389 |
+
^blk\.35\.attn_v\.weight$=q8_0
|
| 390 |
+
^blk\.35\.ffn_down_exps\.weight$=q6_k
|
| 391 |
+
^blk\.35\.ffn_down_shexp\.weight$=q8_0
|
| 392 |
+
^blk\.35\.ffn_gate_exps\.weight$=q6_k
|
| 393 |
+
^blk\.35\.ffn_gate_shexp\.weight$=q8_0
|
| 394 |
+
^blk\.35\.ffn_up_exps\.weight$=q6_k
|
| 395 |
+
^blk\.35\.ffn_up_shexp\.weight$=q8_0
|
| 396 |
+
^blk\.36\.attn_gate\.weight$=q8_0
|
| 397 |
+
^blk\.36\.attn_qkv\.weight$=q8_0
|
| 398 |
+
^blk\.36\.ffn_down_exps\.weight$=q6_k
|
| 399 |
+
^blk\.36\.ffn_down_shexp\.weight$=q8_0
|
| 400 |
+
^blk\.36\.ffn_gate_exps\.weight$=q6_k
|
| 401 |
+
^blk\.36\.ffn_gate_shexp\.weight$=q8_0
|
| 402 |
+
^blk\.36\.ffn_up_exps\.weight$=q6_k
|
| 403 |
+
^blk\.36\.ffn_up_shexp\.weight$=q8_0
|
| 404 |
+
^blk\.36\.ssm_out\.weight$=q8_0
|
| 405 |
+
^blk\.37\.attn_gate\.weight$=q8_0
|
| 406 |
+
^blk\.37\.attn_qkv\.weight$=q8_0
|
| 407 |
+
^blk\.37\.ffn_down_exps\.weight$=q6_k
|
| 408 |
+
^blk\.37\.ffn_down_shexp\.weight$=q8_0
|
| 409 |
+
^blk\.37\.ffn_gate_exps\.weight$=q6_k
|
| 410 |
+
^blk\.37\.ffn_gate_shexp\.weight$=q8_0
|
| 411 |
+
^blk\.37\.ffn_up_exps\.weight$=q6_k
|
| 412 |
+
^blk\.37\.ffn_up_shexp\.weight$=q8_0
|
| 413 |
+
^blk\.37\.ssm_out\.weight$=q8_0
|
| 414 |
+
^blk\.38\.attn_gate\.weight$=q8_0
|
| 415 |
+
^blk\.38\.attn_qkv\.weight$=q8_0
|
| 416 |
+
^blk\.38\.ffn_down_exps\.weight$=q6_k
|
| 417 |
+
^blk\.38\.ffn_down_shexp\.weight$=q8_0
|
| 418 |
+
^blk\.38\.ffn_gate_exps\.weight$=q6_k
|
| 419 |
+
^blk\.38\.ffn_gate_shexp\.weight$=q8_0
|
| 420 |
+
^blk\.38\.ffn_up_exps\.weight$=q6_k
|
| 421 |
+
^blk\.38\.ffn_up_shexp\.weight$=q8_0
|
| 422 |
+
^blk\.38\.ssm_out\.weight$=q8_0
|
| 423 |
+
^blk\.39\.attn_k\.weight$=q8_0
|
| 424 |
+
^blk\.39\.attn_output\.weight$=q8_0
|
| 425 |
+
^blk\.39\.attn_q\.weight$=q8_0
|
| 426 |
+
^blk\.39\.attn_v\.weight$=q8_0
|
| 427 |
+
^blk\.39\.ffn_down_exps\.weight$=q8_0
|
| 428 |
+
^blk\.39\.ffn_down_shexp\.weight$=q8_0
|
| 429 |
+
^blk\.39\.ffn_gate_exps\.weight$=q8_0
|
| 430 |
+
^blk\.39\.ffn_gate_shexp\.weight$=q8_0
|
| 431 |
+
^blk\.39\.ffn_up_exps\.weight$=q8_0
|
| 432 |
+
^blk\.39\.ffn_up_shexp\.weight$=q8_0
|