kambo-v1-sql-code-DynQuant-3bit / dynquant_manifest.json
VikramPal's picture
Kambo-v1 SQL + Code, DynQuant 3-bit (3.25 bits per weight, packed)
1309921
Raw History Blame Contribute Delete
127 kB
{
"schema": "dynquant_checkpoint_v2",
"dynquant_core": "0.5.3",
"quantization_config": {
"quant_method": "dynquant",
"checkpoint_format": "dynquant-packed",
"schema_version": 1,
"version": "0.5.3",
"group_size": 128,
"symmetric": false,
"lm_head_quantized": false,
"modules_to_not_convert": [],
"modules": {
"model.embed_tokens": {
"bits": 4,
"out_features": 151936
},
"model.layers.0.conv.in_proj": {
"bits": 4,
"out_features": 3072
},
"model.layers.0.conv.out_proj": {
"bits": 8,
"out_features": 1024
},
"model.layers.0.moe.sw1": {
"bits": 4,
"out_features": 1152
},
"model.layers.0.moe.sw2": {
"bits": 4,
"out_features": 1024
},
"model.layers.0.moe.sw3": {
"bits": 4,
"out_features": 1152
},
"model.layers.0.moe.w1": {
"bits": 4,
"out_features": 16384
},
"model.layers.0.moe.w2": {
"bits": 2,
"out_features": 18432
},
"model.layers.0.moe.w3": {
"bits": 3,
"out_features": 16384
},
"model.layers.1.conv.in_proj": {
"bits": 4,
"out_features": 3072
},
"model.layers.1.conv.out_proj": {
"bits": 4,
"out_features": 1024
},
"model.layers.1.moe.sw1": {
"bits": 4,
"out_features": 1152
},
"model.layers.1.moe.sw2": {
"bits": 3,
"out_features": 1024
},
"model.layers.1.moe.sw3": {
"bits": 3,
"out_features": 1152
},
"model.layers.1.moe.w1": {
"bits": 2,
"out_features": 16384
},
"model.layers.1.moe.w2": {
"bits": 2,
"out_features": 18432
},
"model.layers.1.moe.w3": {
"bits": 2,
"out_features": 16384
},
"model.layers.10.conv.in_proj": {
"bits": 4,
"out_features": 3072
},
"model.layers.10.conv.out_proj": {
"bits": 4,
"out_features": 1024
},
"model.layers.10.moe.sw1": {
"bits": 4,
"out_features": 1152
},
"model.layers.10.moe.sw2": {
"bits": 4,
"out_features": 1024
},
"model.layers.10.moe.sw3": {
"bits": 4,
"out_features": 1152
},
"model.layers.10.moe.w1": {
"bits": 4,
"out_features": 16384
},
"model.layers.10.moe.w2": {
"bits": 3,
"out_features": 18432
},
"model.layers.10.moe.w3": {
"bits": 3,
"out_features": 16384
},
"model.layers.11.moe.sw1": {
"bits": 4,
"out_features": 1152
},
"model.layers.11.moe.sw2": {
"bits": 4,
"out_features": 1024
},
"model.layers.11.moe.sw3": {
"bits": 4,
"out_features": 1152
},
"model.layers.11.moe.w1": {
"bits": 4,
"out_features": 16384
},
"model.layers.11.moe.w2": {
"bits": 3,
"out_features": 18432
},
"model.layers.11.moe.w3": {
"bits": 3,
"out_features": 16384
},
"model.layers.11.self_attn.k_proj": {
"bits": 8,
"out_features": 256
},
"model.layers.11.self_attn.o_proj": {
"bits": 8,
"out_features": 1024
},
"model.layers.11.self_attn.q_proj": {
"bits": 8,
"out_features": 1024
},
"model.layers.11.self_attn.v_proj": {
"bits": 8,
"out_features": 256
},
"model.layers.12.conv.in_proj": {
"bits": 4,
"out_features": 3072
},
"model.layers.12.conv.out_proj": {
"bits": 4,
"out_features": 1024
},
"model.layers.12.moe.sw1": {
"bits": 4,
"out_features": 1152
},
"model.layers.12.moe.sw2": {
"bits": 4,
"out_features": 1024
},
"model.layers.12.moe.sw3": {
"bits": 4,
"out_features": 1152
},
"model.layers.12.moe.w1": {
"bits": 4,
"out_features": 16384
},
"model.layers.12.moe.w2": {
"bits": 3,
"out_features": 18432
},
"model.layers.12.moe.w3": {
"bits": 2,
"out_features": 16384
},
"model.layers.13.conv.in_proj": {
"bits": 4,
"out_features": 3072
},
"model.layers.13.conv.out_proj": {
"bits": 4,
"out_features": 1024
},
"model.layers.13.moe.sw1": {
"bits": 4,
"out_features": 1152
},
"model.layers.13.moe.sw2": {
"bits": 4,
"out_features": 1024
},
"model.layers.13.moe.sw3": {
"bits": 4,
"out_features": 1152
},
"model.layers.13.moe.w1": {
"bits": 4,
"out_features": 16384
},
"model.layers.13.moe.w2": {
"bits": 3,
"out_features": 18432
},
"model.layers.13.moe.w3": {
"bits": 3,
"out_features": 16384
},
"model.layers.14.conv.in_proj": {
"bits": 4,
"out_features": 3072
},
"model.layers.14.conv.out_proj": {
"bits": 4,
"out_features": 1024
},
"model.layers.14.moe.sw1": {
"bits": 4,
"out_features": 1152
},
"model.layers.14.moe.sw2": {
"bits": 8,
"out_features": 1024
},
"model.layers.14.moe.sw3": {
"bits": 4,
"out_features": 1152
},
"model.layers.14.moe.w1": {
"bits": 4,
"out_features": 16384
},
"model.layers.14.moe.w2": {
"bits": 3,
"out_features": 18432
},
"model.layers.14.moe.w3": {
"bits": 3,
"out_features": 16384
},
"model.layers.15.moe.sw1": {
"bits": 4,
"out_features": 1152
},
"model.layers.15.moe.sw2": {
"bits": 4,
"out_features": 1024
},
"model.layers.15.moe.sw3": {
"bits": 4,
"out_features": 1152
},
"model.layers.15.moe.w1": {
"bits": 4,
"out_features": 16384
},
"model.layers.15.moe.w2": {
"bits": 3,
"out_features": 18432
},
"model.layers.15.moe.w3": {
"bits": 3,
"out_features": 16384
},
"model.layers.15.self_attn.k_proj": {
"bits": 8,
"out_features": 256
},
"model.layers.15.self_attn.o_proj": {
"bits": 8,
"out_features": 1024
},
"model.layers.15.self_attn.q_proj": {
"bits": 8,
"out_features": 1024
},
"model.layers.15.self_attn.v_proj": {
"bits": 8,
"out_features": 256
},
"model.layers.16.conv.in_proj": {
"bits": 4,
"out_features": 3072
},
"model.layers.16.conv.out_proj": {
"bits": 4,
"out_features": 1024
},
"model.layers.16.moe.sw1": {
"bits": 4,
"out_features": 1152
},
"model.layers.16.moe.sw2": {
"bits": 4,
"out_features": 1024
},
"model.layers.16.moe.sw3": {
"bits": 4,
"out_features": 1152
},
"model.layers.16.moe.w1": {
"bits": 4,
"out_features": 16384
},
"model.layers.16.moe.w2": {
"bits": 2,
"out_features": 18432
},
"model.layers.16.moe.w3": {
"bits": 2,
"out_features": 16384
},
"model.layers.17.conv.in_proj": {
"bits": 4,
"out_features": 3072
},
"model.layers.17.conv.out_proj": {
"bits": 4,
"out_features": 1024
},
"model.layers.17.moe.sw1": {
"bits": 4,
"out_features": 1152
},
"model.layers.17.moe.sw2": {
"bits": 4,
"out_features": 1024
},
"model.layers.17.moe.sw3": {
"bits": 4,
"out_features": 1152
},
"model.layers.17.moe.w1": {
"bits": 4,
"out_features": 16384
},
"model.layers.17.moe.w2": {
"bits": 2,
"out_features": 18432
},
"model.layers.17.moe.w3": {
"bits": 2,
"out_features": 16384
},
"model.layers.18.conv.in_proj": {
"bits": 4,
"out_features": 3072
},
"model.layers.18.conv.out_proj": {
"bits": 4,
"out_features": 1024
},
"model.layers.18.moe.sw1": {
"bits": 4,
"out_features": 1152
},
"model.layers.18.moe.sw2": {
"bits": 8,
"out_features": 1024
},
"model.layers.18.moe.sw3": {
"bits": 4,
"out_features": 1152
},
"model.layers.18.moe.w1": {
"bits": 4,
"out_features": 16384
},
"model.layers.18.moe.w2": {
"bits": 2,
"out_features": 18432
},
"model.layers.18.moe.w3": {
"bits": 2,
"out_features": 16384
},
"model.layers.19.moe.sw1": {
"bits": 4,
"out_features": 1152
},
"model.layers.19.moe.sw2": {
"bits": 8,
"out_features": 1024
},
"model.layers.19.moe.sw3": {
"bits": 4,
"out_features": 1152
},
"model.layers.19.moe.w1": {
"bits": 3,
"out_features": 16384
},
"model.layers.19.moe.w2": {
"bits": 2,
"out_features": 18432
},
"model.layers.19.moe.w3": {
"bits": 2,
"out_features": 16384
},
"model.layers.19.self_attn.k_proj": {
"bits": 8,
"out_features": 256
},
"model.layers.19.self_attn.o_proj": {
"bits": 8,
"out_features": 1024
},
"model.layers.19.self_attn.q_proj": {
"bits": 8,
"out_features": 1024
},
"model.layers.19.self_attn.v_proj": {
"bits": 8,
"out_features": 256
},
"model.layers.2.conv.in_proj": {
"bits": 4,
"out_features": 3072
},
"model.layers.2.conv.out_proj": {
"bits": 4,
"out_features": 1024
},
"model.layers.2.moe.sw1": {
"bits": 4,
"out_features": 1152
},
"model.layers.2.moe.sw2": {
"bits": 4,
"out_features": 1024
},
"model.layers.2.moe.sw3": {
"bits": 4,
"out_features": 1152
},
"model.layers.2.moe.w1": {
"bits": 2,
"out_features": 16384
},
"model.layers.2.moe.w2": {
"bits": 2,
"out_features": 18432
},
"model.layers.2.moe.w3": {
"bits": 2,
"out_features": 16384
},
"model.layers.20.conv.in_proj": {
"bits": 4,
"out_features": 3072
},
"model.layers.20.conv.out_proj": {
"bits": 4,
"out_features": 1024
},
"model.layers.20.moe.sw1": {
"bits": 4,
"out_features": 1152
},
"model.layers.20.moe.sw2": {
"bits": 4,
"out_features": 1024
},
"model.layers.20.moe.sw3": {
"bits": 4,
"out_features": 1152
},
"model.layers.20.moe.w1": {
"bits": 2,
"out_features": 16384
},
"model.layers.20.moe.w2": {
"bits": 2,
"out_features": 18432
},
"model.layers.20.moe.w3": {
"bits": 2,
"out_features": 16384
},
"model.layers.21.conv.in_proj": {
"bits": 4,
"out_features": 3072
},
"model.layers.21.conv.out_proj": {
"bits": 4,
"out_features": 1024
},
"model.layers.21.moe.sw1": {
"bits": 4,
"out_features": 1152
},
"model.layers.21.moe.sw2": {
"bits": 4,
"out_features": 1024
},
"model.layers.21.moe.sw3": {
"bits": 4,
"out_features": 1152
},
"model.layers.21.moe.w1": {
"bits": 3,
"out_features": 16384
},
"model.layers.21.moe.w2": {
"bits": 2,
"out_features": 18432
},
"model.layers.21.moe.w3": {
"bits": 2,
"out_features": 16384
},
"model.layers.22.conv.in_proj": {
"bits": 4,
"out_features": 3072
},
"model.layers.22.conv.out_proj": {
"bits": 4,
"out_features": 1024
},
"model.layers.22.moe.sw1": {
"bits": 4,
"out_features": 1152
},
"model.layers.22.moe.sw2": {
"bits": 4,
"out_features": 1024
},
"model.layers.22.moe.sw3": {
"bits": 4,
"out_features": 1152
},
"model.layers.22.moe.w1": {
"bits": 3,
"out_features": 16384
},
"model.layers.22.moe.w2": {
"bits": 2,
"out_features": 18432
},
"model.layers.22.moe.w3": {
"bits": 2,
"out_features": 16384
},
"model.layers.23.moe.sw1": {
"bits": 8,
"out_features": 1152
},
"model.layers.23.moe.sw2": {
"bits": 8,
"out_features": 1024
},
"model.layers.23.moe.sw3": {
"bits": 8,
"out_features": 1152
},
"model.layers.23.moe.w1": {
"bits": 4,
"out_features": 16384
},
"model.layers.23.moe.w2": {
"bits": 2,
"out_features": 18432
},
"model.layers.23.moe.w3": {
"bits": 2,
"out_features": 16384
},
"model.layers.23.self_attn.k_proj": {
"bits": 8,
"out_features": 256
},
"model.layers.23.self_attn.o_proj": {
"bits": 4,
"out_features": 1024
},
"model.layers.23.self_attn.q_proj": {
"bits": 4,
"out_features": 1024
},
"model.layers.23.self_attn.v_proj": {
"bits": 8,
"out_features": 256
},
"model.layers.3.moe.sw1": {
"bits": 4,
"out_features": 1152
},
"model.layers.3.moe.sw2": {
"bits": 4,
"out_features": 1024
},
"model.layers.3.moe.sw3": {
"bits": 4,
"out_features": 1152
},
"model.layers.3.moe.w1": {
"bits": 3,
"out_features": 16384
},
"model.layers.3.moe.w2": {
"bits": 2,
"out_features": 18432
},
"model.layers.3.moe.w3": {
"bits": 2,
"out_features": 16384
},
"model.layers.3.self_attn.k_proj": {
"bits": 8,
"out_features": 256
},
"model.layers.3.self_attn.o_proj": {
"bits": 4,
"out_features": 1024
},
"model.layers.3.self_attn.q_proj": {
"bits": 4,
"out_features": 1024
},
"model.layers.3.self_attn.v_proj": {
"bits": 8,
"out_features": 256
},
"model.layers.4.conv.in_proj": {
"bits": 4,
"out_features": 3072
},
"model.layers.4.conv.out_proj": {
"bits": 4,
"out_features": 1024
},
"model.layers.4.moe.sw1": {
"bits": 4,
"out_features": 1152
},
"model.layers.4.moe.sw2": {
"bits": 4,
"out_features": 1024
},
"model.layers.4.moe.sw3": {
"bits": 4,
"out_features": 1152
},
"model.layers.4.moe.w1": {
"bits": 3,
"out_features": 16384
},
"model.layers.4.moe.w2": {
"bits": 2,
"out_features": 18432
},
"model.layers.4.moe.w3": {
"bits": 2,
"out_features": 16384
},
"model.layers.5.conv.in_proj": {
"bits": 4,
"out_features": 3072
},
"model.layers.5.conv.out_proj": {
"bits": 4,
"out_features": 1024
},
"model.layers.5.moe.sw1": {
"bits": 4,
"out_features": 1152
},
"model.layers.5.moe.sw2": {
"bits": 4,
"out_features": 1024
},
"model.layers.5.moe.sw3": {
"bits": 4,
"out_features": 1152
},
"model.layers.5.moe.w1": {
"bits": 3,
"out_features": 16384
},
"model.layers.5.moe.w2": {
"bits": 2,
"out_features": 18432
},
"model.layers.5.moe.w3": {
"bits": 2,
"out_features": 16384
},
"model.layers.6.conv.in_proj": {
"bits": 4,
"out_features": 3072
},
"model.layers.6.conv.out_proj": {
"bits": 4,
"out_features": 1024
},
"model.layers.6.moe.sw1": {
"bits": 4,
"out_features": 1152
},
"model.layers.6.moe.sw2": {
"bits": 4,
"out_features": 1024
},
"model.layers.6.moe.sw3": {
"bits": 4,
"out_features": 1152
},
"model.layers.6.moe.w1": {
"bits": 3,
"out_features": 16384
},
"model.layers.6.moe.w2": {
"bits": 2,
"out_features": 18432
},
"model.layers.6.moe.w3": {
"bits": 2,
"out_features": 16384
},
"model.layers.7.moe.sw1": {
"bits": 4,
"out_features": 1152
},
"model.layers.7.moe.sw2": {
"bits": 4,
"out_features": 1024
},
"model.layers.7.moe.sw3": {
"bits": 4,
"out_features": 1152
},
"model.layers.7.moe.w1": {
"bits": 3,
"out_features": 16384
},
"model.layers.7.moe.w2": {
"bits": 2,
"out_features": 18432
},
"model.layers.7.moe.w3": {
"bits": 2,
"out_features": 16384
},
"model.layers.7.self_attn.k_proj": {
"bits": 8,
"out_features": 256
},
"model.layers.7.self_attn.o_proj": {
"bits": 8,
"out_features": 1024
},
"model.layers.7.self_attn.q_proj": {
"bits": 8,
"out_features": 1024
},
"model.layers.7.self_attn.v_proj": {
"bits": 8,
"out_features": 256
},
"model.layers.8.conv.in_proj": {
"bits": 4,
"out_features": 3072
},
"model.layers.8.conv.out_proj": {
"bits": 4,
"out_features": 1024
},
"model.layers.8.moe.sw1": {
"bits": 4,
"out_features": 1152
},
"model.layers.8.moe.sw2": {
"bits": 4,
"out_features": 1024
},
"model.layers.8.moe.sw3": {
"bits": 4,
"out_features": 1152
},
"model.layers.8.moe.w1": {
"bits": 4,
"out_features": 16384
},
"model.layers.8.moe.w2": {
"bits": 3,
"out_features": 18432
},
"model.layers.8.moe.w3": {
"bits": 3,
"out_features": 16384
},
"model.layers.9.conv.in_proj": {
"bits": 4,
"out_features": 3072
},
"model.layers.9.conv.out_proj": {
"bits": 4,
"out_features": 1024
},
"model.layers.9.moe.sw1": {
"bits": 4,
"out_features": 1152
},
"model.layers.9.moe.sw2": {
"bits": 4,
"out_features": 1024
},
"model.layers.9.moe.sw3": {
"bits": 4,
"out_features": 1152
},
"model.layers.9.moe.w1": {
"bits": 4,
"out_features": 16384
},
"model.layers.9.moe.w2": {
"bits": 3,
"out_features": 18432
},
"model.layers.9.moe.w3": {
"bits": 3,
"out_features": 16384
}
}
},
"files": [
"model.safetensors"
],
"accounting": {
"packed_nbytes": 685944832,
"dense_nbytes": 998912,
"total_nbytes": 686943744,
"quantized_elements": 1690697728,
"average_bits": 3.245736
},
"tied": {
"lm_head": "model.embed_tokens"
},
"expert_banks": [
"model.layers.0.moe.w1",
"model.layers.0.moe.w2",
"model.layers.0.moe.w3",
"model.layers.1.moe.w1",
"model.layers.1.moe.w2",
"model.layers.1.moe.w3",
"model.layers.10.moe.w1",
"model.layers.10.moe.w2",
"model.layers.10.moe.w3",
"model.layers.11.moe.w1",
"model.layers.11.moe.w2",
"model.layers.11.moe.w3",
"model.layers.12.moe.w1",
"model.layers.12.moe.w2",
"model.layers.12.moe.w3",
"model.layers.13.moe.w1",
"model.layers.13.moe.w2",
"model.layers.13.moe.w3",
"model.layers.14.moe.w1",
"model.layers.14.moe.w2",
"model.layers.14.moe.w3",
"model.layers.15.moe.w1",
"model.layers.15.moe.w2",
"model.layers.15.moe.w3",
"model.layers.16.moe.w1",
"model.layers.16.moe.w2",
"model.layers.16.moe.w3",
"model.layers.17.moe.w1",
"model.layers.17.moe.w2",
"model.layers.17.moe.w3",
"model.layers.18.moe.w1",
"model.layers.18.moe.w2",
"model.layers.18.moe.w3",
"model.layers.19.moe.w1",
"model.layers.19.moe.w2",
"model.layers.19.moe.w3",
"model.layers.2.moe.w1",
"model.layers.2.moe.w2",
"model.layers.2.moe.w3",
"model.layers.20.moe.w1",
"model.layers.20.moe.w2",
"model.layers.20.moe.w3",
"model.layers.21.moe.w1",
"model.layers.21.moe.w2",
"model.layers.21.moe.w3",
"model.layers.22.moe.w1",
"model.layers.22.moe.w2",
"model.layers.22.moe.w3",
"model.layers.23.moe.w1",
"model.layers.23.moe.w2",
"model.layers.23.moe.w3",
"model.layers.3.moe.w1",
"model.layers.3.moe.w2",
"model.layers.3.moe.w3",
"model.layers.4.moe.w1",
"model.layers.4.moe.w2",
"model.layers.4.moe.w3",
"model.layers.5.moe.w1",
"model.layers.5.moe.w2",
"model.layers.5.moe.w3",
"model.layers.6.moe.w1",
"model.layers.6.moe.w2",
"model.layers.6.moe.w3",
"model.layers.7.moe.w1",
"model.layers.7.moe.w2",
"model.layers.7.moe.w3",
"model.layers.8.moe.w1",
"model.layers.8.moe.w2",
"model.layers.8.moe.w3",
"model.layers.9.moe.w1",
"model.layers.9.moe.w2",
"model.layers.9.moe.w3"
],
"provenance": {
"dynquant_core": "0.5.3",
"model": "runs/ft/model",
"stats": null,
"allocator": "sensitivity",
"widths_from": "runs/ft/maps.json [3.25]",
"predicted_nbytes": 686943744
},
"layers": {
"model.embed_tokens": {
"bits": 4,
"group_size": 128,
"in_features": 1024,
"logical_shape": [
151936,
1024
],
"num_rows": 151936,
"num_groups": 8,
"words_per_group": 16,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 82653184,
"bits_per_weight": 4.25,
"clipped_fraction": 0.958658,
"clip_improvement": 0.118229
},
"model.layers.0.conv.in_proj": {
"bits": 4,
"group_size": 128,
"in_features": 1024,
"logical_shape": [
3072,
1024
],
"num_rows": 3072,
"num_groups": 8,
"words_per_group": 16,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 1671168,
"bits_per_weight": 4.25,
"clipped_fraction": 0.952189,
"clip_improvement": 0.112491
},
"model.layers.0.conv.out_proj": {
"bits": 8,
"group_size": 128,
"in_features": 1024,
"logical_shape": [
1024,
1024
],
"num_rows": 1024,
"num_groups": 8,
"words_per_group": 32,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 1081344,
"bits_per_weight": 8.25,
"clipped_fraction": 0.0,
"clip_improvement": 0.0
},
"model.layers.0.moe.sw1": {
"bits": 4,
"group_size": 128,
"in_features": 1024,
"logical_shape": [
1152,
1024
],
"num_rows": 1152,
"num_groups": 8,
"words_per_group": 16,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 626688,
"bits_per_weight": 4.25,
"clipped_fraction": 0.954644,
"clip_improvement": 0.112495
},
"model.layers.0.moe.sw2": {
"bits": 4,
"group_size": 128,
"in_features": 1152,
"logical_shape": [
1024,
1152
],
"num_rows": 1024,
"num_groups": 9,
"words_per_group": 16,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 626688,
"bits_per_weight": 4.25,
"clipped_fraction": 0.958767,
"clip_improvement": 0.112372
},
"model.layers.0.moe.sw3": {
"bits": 4,
"group_size": 128,
"in_features": 1024,
"logical_shape": [
1152,
1024
],
"num_rows": 1152,
"num_groups": 8,
"words_per_group": 16,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 626688,
"bits_per_weight": 4.25,
"clipped_fraction": 0.954861,
"clip_improvement": 0.111493
},
"model.layers.0.moe.w1": {
"bits": 4,
"group_size": 128,
"in_features": 1152,
"logical_shape": [
16,
1024,
1152
],
"num_rows": 16384,
"num_groups": 9,
"words_per_group": 16,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 10027008,
"bits_per_weight": 4.25,
"clipped_fraction": 0.953885,
"clip_improvement": 0.11198
},
"model.layers.0.moe.w2": {
"bits": 2,
"group_size": 128,
"in_features": 1024,
"logical_shape": [
16,
1152,
1024
],
"num_rows": 18432,
"num_groups": 8,
"words_per_group": 8,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 5308416,
"bits_per_weight": 2.25,
"clipped_fraction": 0.999993,
"clip_improvement": 0.353319
},
"model.layers.0.moe.w3": {
"bits": 3,
"group_size": 128,
"in_features": 1152,
"logical_shape": [
16,
1024,
1152
],
"num_rows": 16384,
"num_groups": 9,
"words_per_group": 12,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 7667712,
"bits_per_weight": 3.25,
"clipped_fraction": 0.999797,
"clip_improvement": 0.250049
},
"model.layers.1.conv.in_proj": {
"bits": 4,
"group_size": 128,
"in_features": 1024,
"logical_shape": [
3072,
1024
],
"num_rows": 3072,
"num_groups": 8,
"words_per_group": 16,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 1671168,
"bits_per_weight": 4.25,
"clipped_fraction": 0.953735,
"clip_improvement": 0.11162
},
"model.layers.1.conv.out_proj": {
"bits": 4,
"group_size": 128,
"in_features": 1024,
"logical_shape": [
1024,
1024
],
"num_rows": 1024,
"num_groups": 8,
"words_per_group": 16,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 557056,
"bits_per_weight": 4.25,
"clipped_fraction": 0.954346,
"clip_improvement": 0.111889
},
"model.layers.1.moe.sw1": {
"bits": 4,
"group_size": 128,
"in_features": 1024,
"logical_shape": [
1152,
1024
],
"num_rows": 1152,
"num_groups": 8,
"words_per_group": 16,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 626688,
"bits_per_weight": 4.25,
"clipped_fraction": 0.953993,
"clip_improvement": 0.112511
},
"model.layers.1.moe.sw2": {
"bits": 3,
"group_size": 128,
"in_features": 1152,
"logical_shape": [
1024,
1152
],
"num_rows": 1024,
"num_groups": 9,
"words_per_group": 12,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 479232,
"bits_per_weight": 3.25,
"clipped_fraction": 1.0,
"clip_improvement": 0.248157
},
"model.layers.1.moe.sw3": {
"bits": 3,
"group_size": 128,
"in_features": 1024,
"logical_shape": [
1152,
1024
],
"num_rows": 1152,
"num_groups": 8,
"words_per_group": 12,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 479232,
"bits_per_weight": 3.25,
"clipped_fraction": 0.999457,
"clip_improvement": 0.250475
},
"model.layers.1.moe.w1": {
"bits": 2,
"group_size": 128,
"in_features": 1152,
"logical_shape": [
16,
1024,
1152
],
"num_rows": 16384,
"num_groups": 9,
"words_per_group": 8,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 5308416,
"bits_per_weight": 2.25,
"clipped_fraction": 1.0,
"clip_improvement": 0.353228
},
"model.layers.1.moe.w2": {
"bits": 2,
"group_size": 128,
"in_features": 1024,
"logical_shape": [
16,
1152,
1024
],
"num_rows": 18432,
"num_groups": 8,
"words_per_group": 8,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 5308416,
"bits_per_weight": 2.25,
"clipped_fraction": 1.0,
"clip_improvement": 0.353234
},
"model.layers.1.moe.w3": {
"bits": 2,
"group_size": 128,
"in_features": 1152,
"logical_shape": [
16,
1024,
1152
],
"num_rows": 16384,
"num_groups": 9,
"words_per_group": 8,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 5308416,
"bits_per_weight": 2.25,
"clipped_fraction": 1.0,
"clip_improvement": 0.353331
},
"model.layers.10.conv.in_proj": {
"bits": 4,
"group_size": 128,
"in_features": 1024,
"logical_shape": [
3072,
1024
],
"num_rows": 3072,
"num_groups": 8,
"words_per_group": 16,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 1671168,
"bits_per_weight": 4.25,
"clipped_fraction": 0.954997,
"clip_improvement": 0.111521
},
"model.layers.10.conv.out_proj": {
"bits": 4,
"group_size": 128,
"in_features": 1024,
"logical_shape": [
1024,
1024
],
"num_rows": 1024,
"num_groups": 8,
"words_per_group": 16,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 557056,
"bits_per_weight": 4.25,
"clipped_fraction": 0.954468,
"clip_improvement": 0.111474
},
"model.layers.10.moe.sw1": {
"bits": 4,
"group_size": 128,
"in_features": 1024,
"logical_shape": [
1152,
1024
],
"num_rows": 1152,
"num_groups": 8,
"words_per_group": 16,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 626688,
"bits_per_weight": 4.25,
"clipped_fraction": 0.954102,
"clip_improvement": 0.111773
},
"model.layers.10.moe.sw2": {
"bits": 4,
"group_size": 128,
"in_features": 1152,
"logical_shape": [
1024,
1152
],
"num_rows": 1024,
"num_groups": 9,
"words_per_group": 16,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 626688,
"bits_per_weight": 4.25,
"clipped_fraction": 0.953234,
"clip_improvement": 0.109561
},
"model.layers.10.moe.sw3": {
"bits": 4,
"group_size": 128,
"in_features": 1024,
"logical_shape": [
1152,
1024
],
"num_rows": 1152,
"num_groups": 8,
"words_per_group": 16,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 626688,
"bits_per_weight": 4.25,
"clipped_fraction": 0.953342,
"clip_improvement": 0.110917
},
"model.layers.10.moe.w1": {
"bits": 4,
"group_size": 128,
"in_features": 1152,
"logical_shape": [
16,
1024,
1152
],
"num_rows": 16384,
"num_groups": 9,
"words_per_group": 16,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 10027008,
"bits_per_weight": 4.25,
"clipped_fraction": 0.954163,
"clip_improvement": 0.111924
},
"model.layers.10.moe.w2": {
"bits": 3,
"group_size": 128,
"in_features": 1024,
"logical_shape": [
16,
1152,
1024
],
"num_rows": 18432,
"num_groups": 8,
"words_per_group": 12,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 7667712,
"bits_per_weight": 3.25,
"clipped_fraction": 0.999817,
"clip_improvement": 0.249616
},
"model.layers.10.moe.w3": {
"bits": 3,
"group_size": 128,
"in_features": 1152,
"logical_shape": [
16,
1024,
1152
],
"num_rows": 16384,
"num_groups": 9,
"words_per_group": 12,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 7667712,
"bits_per_weight": 3.25,
"clipped_fraction": 0.999878,
"clip_improvement": 0.250139
},
"model.layers.11.moe.sw1": {
"bits": 4,
"group_size": 128,
"in_features": 1024,
"logical_shape": [
1152,
1024
],
"num_rows": 1152,
"num_groups": 8,
"words_per_group": 16,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 626688,
"bits_per_weight": 4.25,
"clipped_fraction": 0.953342,
"clip_improvement": 0.112209
},
"model.layers.11.moe.sw2": {
"bits": 4,
"group_size": 128,
"in_features": 1152,
"logical_shape": [
1024,
1152
],
"num_rows": 1024,
"num_groups": 9,
"words_per_group": 16,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 626688,
"bits_per_weight": 4.25,
"clipped_fraction": 0.954102,
"clip_improvement": 0.111731
},
"model.layers.11.moe.sw3": {
"bits": 4,
"group_size": 128,
"in_features": 1024,
"logical_shape": [
1152,
1024
],
"num_rows": 1152,
"num_groups": 8,
"words_per_group": 16,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 626688,
"bits_per_weight": 4.25,
"clipped_fraction": 0.953125,
"clip_improvement": 0.111907
},
"model.layers.11.moe.w1": {
"bits": 4,
"group_size": 128,
"in_features": 1152,
"logical_shape": [
16,
1024,
1152
],
"num_rows": 16384,
"num_groups": 9,
"words_per_group": 16,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 10027008,
"bits_per_weight": 4.25,
"clipped_fraction": 0.952338,
"clip_improvement": 0.111378
},
"model.layers.11.moe.w2": {
"bits": 3,
"group_size": 128,
"in_features": 1024,
"logical_shape": [
16,
1152,
1024
],
"num_rows": 18432,
"num_groups": 8,
"words_per_group": 12,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 7667712,
"bits_per_weight": 3.25,
"clipped_fraction": 0.999871,
"clip_improvement": 0.249867
},
"model.layers.11.moe.w3": {
"bits": 3,
"group_size": 128,
"in_features": 1152,
"logical_shape": [
16,
1024,
1152
],
"num_rows": 16384,
"num_groups": 9,
"words_per_group": 12,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 7667712,
"bits_per_weight": 3.25,
"clipped_fraction": 0.99979,
"clip_improvement": 0.249888
},
"model.layers.11.self_attn.k_proj": {
"bits": 8,
"group_size": 128,
"in_features": 1024,
"logical_shape": [
256,
1024
],
"num_rows": 256,
"num_groups": 8,
"words_per_group": 32,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 270336,
"bits_per_weight": 8.25,
"clipped_fraction": 0.0,
"clip_improvement": 0.0
},
"model.layers.11.self_attn.o_proj": {
"bits": 8,
"group_size": 128,
"in_features": 1024,
"logical_shape": [
1024,
1024
],
"num_rows": 1024,
"num_groups": 8,
"words_per_group": 32,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 1081344,
"bits_per_weight": 8.25,
"clipped_fraction": 0.0,
"clip_improvement": 0.0
},
"model.layers.11.self_attn.q_proj": {
"bits": 8,
"group_size": 128,
"in_features": 1024,
"logical_shape": [
1024,
1024
],
"num_rows": 1024,
"num_groups": 8,
"words_per_group": 32,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 1081344,
"bits_per_weight": 8.25,
"clipped_fraction": 0.0,
"clip_improvement": 0.0
},
"model.layers.11.self_attn.v_proj": {
"bits": 8,
"group_size": 128,
"in_features": 1024,
"logical_shape": [
256,
1024
],
"num_rows": 256,
"num_groups": 8,
"words_per_group": 32,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 270336,
"bits_per_weight": 8.25,
"clipped_fraction": 0.0,
"clip_improvement": 0.0
},
"model.layers.12.conv.in_proj": {
"bits": 4,
"group_size": 128,
"in_features": 1024,
"logical_shape": [
3072,
1024
],
"num_rows": 3072,
"num_groups": 8,
"words_per_group": 16,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 1671168,
"bits_per_weight": 4.25,
"clipped_fraction": 0.952799,
"clip_improvement": 0.111045
},
"model.layers.12.conv.out_proj": {
"bits": 4,
"group_size": 128,
"in_features": 1024,
"logical_shape": [
1024,
1024
],
"num_rows": 1024,
"num_groups": 8,
"words_per_group": 16,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 557056,
"bits_per_weight": 4.25,
"clipped_fraction": 0.954834,
"clip_improvement": 0.111137
},
"model.layers.12.moe.sw1": {
"bits": 4,
"group_size": 128,
"in_features": 1024,
"logical_shape": [
1152,
1024
],
"num_rows": 1152,
"num_groups": 8,
"words_per_group": 16,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 626688,
"bits_per_weight": 4.25,
"clipped_fraction": 0.950629,
"clip_improvement": 0.110166
},
"model.layers.12.moe.sw2": {
"bits": 4,
"group_size": 128,
"in_features": 1152,
"logical_shape": [
1024,
1152
],
"num_rows": 1024,
"num_groups": 9,
"words_per_group": 16,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 626688,
"bits_per_weight": 4.25,
"clipped_fraction": 0.955621,
"clip_improvement": 0.109931
},
"model.layers.12.moe.sw3": {
"bits": 4,
"group_size": 128,
"in_features": 1024,
"logical_shape": [
1152,
1024
],
"num_rows": 1152,
"num_groups": 8,
"words_per_group": 16,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 626688,
"bits_per_weight": 4.25,
"clipped_fraction": 0.954536,
"clip_improvement": 0.111564
},
"model.layers.12.moe.w1": {
"bits": 4,
"group_size": 128,
"in_features": 1152,
"logical_shape": [
16,
1024,
1152
],
"num_rows": 16384,
"num_groups": 9,
"words_per_group": 16,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 10027008,
"bits_per_weight": 4.25,
"clipped_fraction": 0.953545,
"clip_improvement": 0.111491
},
"model.layers.12.moe.w2": {
"bits": 3,
"group_size": 128,
"in_features": 1024,
"logical_shape": [
16,
1152,
1024
],
"num_rows": 18432,
"num_groups": 8,
"words_per_group": 12,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 7667712,
"bits_per_weight": 3.25,
"clipped_fraction": 0.999824,
"clip_improvement": 0.250105
},
"model.layers.12.moe.w3": {
"bits": 2,
"group_size": 128,
"in_features": 1152,
"logical_shape": [
16,
1024,
1152
],
"num_rows": 16384,
"num_groups": 9,
"words_per_group": 8,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 5308416,
"bits_per_weight": 2.25,
"clipped_fraction": 0.99998,
"clip_improvement": 0.353438
},
"model.layers.13.conv.in_proj": {
"bits": 4,
"group_size": 128,
"in_features": 1024,
"logical_shape": [
3072,
1024
],
"num_rows": 3072,
"num_groups": 8,
"words_per_group": 16,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 1671168,
"bits_per_weight": 4.25,
"clipped_fraction": 0.953939,
"clip_improvement": 0.11168
},
"model.layers.13.conv.out_proj": {
"bits": 4,
"group_size": 128,
"in_features": 1024,
"logical_shape": [
1024,
1024
],
"num_rows": 1024,
"num_groups": 8,
"words_per_group": 16,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 557056,
"bits_per_weight": 4.25,
"clipped_fraction": 0.954712,
"clip_improvement": 0.111625
},
"model.layers.13.moe.sw1": {
"bits": 4,
"group_size": 128,
"in_features": 1024,
"logical_shape": [
1152,
1024
],
"num_rows": 1152,
"num_groups": 8,
"words_per_group": 16,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 626688,
"bits_per_weight": 4.25,
"clipped_fraction": 0.959201,
"clip_improvement": 0.113534
},
"model.layers.13.moe.sw2": {
"bits": 4,
"group_size": 128,
"in_features": 1152,
"logical_shape": [
1024,
1152
],
"num_rows": 1024,
"num_groups": 9,
"words_per_group": 16,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 626688,
"bits_per_weight": 4.25,
"clipped_fraction": 0.956489,
"clip_improvement": 0.111952
},
"model.layers.13.moe.sw3": {
"bits": 4,
"group_size": 128,
"in_features": 1024,
"logical_shape": [
1152,
1024
],
"num_rows": 1152,
"num_groups": 8,
"words_per_group": 16,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 626688,
"bits_per_weight": 4.25,
"clipped_fraction": 0.955187,
"clip_improvement": 0.111205
},
"model.layers.13.moe.w1": {
"bits": 4,
"group_size": 128,
"in_features": 1152,
"logical_shape": [
16,
1024,
1152
],
"num_rows": 16384,
"num_groups": 9,
"words_per_group": 16,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 10027008,
"bits_per_weight": 4.25,
"clipped_fraction": 0.953701,
"clip_improvement": 0.111727
},
"model.layers.13.moe.w2": {
"bits": 3,
"group_size": 128,
"in_features": 1024,
"logical_shape": [
16,
1152,
1024
],
"num_rows": 18432,
"num_groups": 8,
"words_per_group": 12,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 7667712,
"bits_per_weight": 3.25,
"clipped_fraction": 0.999858,
"clip_improvement": 0.249651
},
"model.layers.13.moe.w3": {
"bits": 3,
"group_size": 128,
"in_features": 1152,
"logical_shape": [
16,
1024,
1152
],
"num_rows": 16384,
"num_groups": 9,
"words_per_group": 12,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 7667712,
"bits_per_weight": 3.25,
"clipped_fraction": 0.999864,
"clip_improvement": 0.250087
},
"model.layers.14.conv.in_proj": {
"bits": 4,
"group_size": 128,
"in_features": 1024,
"logical_shape": [
3072,
1024
],
"num_rows": 3072,
"num_groups": 8,
"words_per_group": 16,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 1671168,
"bits_per_weight": 4.25,
"clipped_fraction": 0.953857,
"clip_improvement": 0.111744
},
"model.layers.14.conv.out_proj": {
"bits": 4,
"group_size": 128,
"in_features": 1024,
"logical_shape": [
1024,
1024
],
"num_rows": 1024,
"num_groups": 8,
"words_per_group": 16,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 557056,
"bits_per_weight": 4.25,
"clipped_fraction": 0.955811,
"clip_improvement": 0.112209
},
"model.layers.14.moe.sw1": {
"bits": 4,
"group_size": 128,
"in_features": 1024,
"logical_shape": [
1152,
1024
],
"num_rows": 1152,
"num_groups": 8,
"words_per_group": 16,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 626688,
"bits_per_weight": 4.25,
"clipped_fraction": 0.954861,
"clip_improvement": 0.111702
},
"model.layers.14.moe.sw2": {
"bits": 8,
"group_size": 128,
"in_features": 1152,
"logical_shape": [
1024,
1152
],
"num_rows": 1024,
"num_groups": 9,
"words_per_group": 32,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 1216512,
"bits_per_weight": 8.25,
"clipped_fraction": 0.0,
"clip_improvement": 0.0
},
"model.layers.14.moe.sw3": {
"bits": 4,
"group_size": 128,
"in_features": 1024,
"logical_shape": [
1152,
1024
],
"num_rows": 1152,
"num_groups": 8,
"words_per_group": 16,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 626688,
"bits_per_weight": 4.25,
"clipped_fraction": 0.958008,
"clip_improvement": 0.11119
},
"model.layers.14.moe.w1": {
"bits": 4,
"group_size": 128,
"in_features": 1152,
"logical_shape": [
16,
1024,
1152
],
"num_rows": 16384,
"num_groups": 9,
"words_per_group": 16,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 10027008,
"bits_per_weight": 4.25,
"clipped_fraction": 0.954027,
"clip_improvement": 0.111455
},
"model.layers.14.moe.w2": {
"bits": 3,
"group_size": 128,
"in_features": 1024,
"logical_shape": [
16,
1152,
1024
],
"num_rows": 18432,
"num_groups": 8,
"words_per_group": 12,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 7667712,
"bits_per_weight": 3.25,
"clipped_fraction": 0.999844,
"clip_improvement": 0.250077
},
"model.layers.14.moe.w3": {
"bits": 3,
"group_size": 128,
"in_features": 1152,
"logical_shape": [
16,
1024,
1152
],
"num_rows": 16384,
"num_groups": 9,
"words_per_group": 12,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 7667712,
"bits_per_weight": 3.25,
"clipped_fraction": 0.999844,
"clip_improvement": 0.249781
},
"model.layers.15.moe.sw1": {
"bits": 4,
"group_size": 128,
"in_features": 1024,
"logical_shape": [
1152,
1024
],
"num_rows": 1152,
"num_groups": 8,
"words_per_group": 16,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 626688,
"bits_per_weight": 4.25,
"clipped_fraction": 0.955512,
"clip_improvement": 0.112333
},
"model.layers.15.moe.sw2": {
"bits": 4,
"group_size": 128,
"in_features": 1152,
"logical_shape": [
1024,
1152
],
"num_rows": 1024,
"num_groups": 9,
"words_per_group": 16,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 626688,
"bits_per_weight": 4.25,
"clipped_fraction": 0.954861,
"clip_improvement": 0.110183
},
"model.layers.15.moe.sw3": {
"bits": 4,
"group_size": 128,
"in_features": 1024,
"logical_shape": [
1152,
1024
],
"num_rows": 1152,
"num_groups": 8,
"words_per_group": 16,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 626688,
"bits_per_weight": 4.25,
"clipped_fraction": 0.953776,
"clip_improvement": 0.111914
},
"model.layers.15.moe.w1": {
"bits": 4,
"group_size": 128,
"in_features": 1152,
"logical_shape": [
16,
1024,
1152
],
"num_rows": 16384,
"num_groups": 9,
"words_per_group": 16,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 10027008,
"bits_per_weight": 4.25,
"clipped_fraction": 0.954447,
"clip_improvement": 0.111795
},
"model.layers.15.moe.w2": {
"bits": 3,
"group_size": 128,
"in_features": 1024,
"logical_shape": [
16,
1152,
1024
],
"num_rows": 18432,
"num_groups": 8,
"words_per_group": 12,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 7667712,
"bits_per_weight": 3.25,
"clipped_fraction": 0.999878,
"clip_improvement": 0.249892
},
"model.layers.15.moe.w3": {
"bits": 3,
"group_size": 128,
"in_features": 1152,
"logical_shape": [
16,
1024,
1152
],
"num_rows": 16384,
"num_groups": 9,
"words_per_group": 12,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 7667712,
"bits_per_weight": 3.25,
"clipped_fraction": 0.999844,
"clip_improvement": 0.250124
},
"model.layers.15.self_attn.k_proj": {
"bits": 8,
"group_size": 128,
"in_features": 1024,
"logical_shape": [
256,
1024
],
"num_rows": 256,
"num_groups": 8,
"words_per_group": 32,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 270336,
"bits_per_weight": 8.25,
"clipped_fraction": 0.0,
"clip_improvement": 0.0
},
"model.layers.15.self_attn.o_proj": {
"bits": 8,
"group_size": 128,
"in_features": 1024,
"logical_shape": [
1024,
1024
],
"num_rows": 1024,
"num_groups": 8,
"words_per_group": 32,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 1081344,
"bits_per_weight": 8.25,
"clipped_fraction": 0.0,
"clip_improvement": 0.0
},
"model.layers.15.self_attn.q_proj": {
"bits": 8,
"group_size": 128,
"in_features": 1024,
"logical_shape": [
1024,
1024
],
"num_rows": 1024,
"num_groups": 8,
"words_per_group": 32,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 1081344,
"bits_per_weight": 8.25,
"clipped_fraction": 0.0,
"clip_improvement": 0.0
},
"model.layers.15.self_attn.v_proj": {
"bits": 8,
"group_size": 128,
"in_features": 1024,
"logical_shape": [
256,
1024
],
"num_rows": 256,
"num_groups": 8,
"words_per_group": 32,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 270336,
"bits_per_weight": 8.25,
"clipped_fraction": 0.0,
"clip_improvement": 0.0
},
"model.layers.16.conv.in_proj": {
"bits": 4,
"group_size": 128,
"in_features": 1024,
"logical_shape": [
3072,
1024
],
"num_rows": 3072,
"num_groups": 8,
"words_per_group": 16,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 1671168,
"bits_per_weight": 4.25,
"clipped_fraction": 0.953735,
"clip_improvement": 0.111251
},
"model.layers.16.conv.out_proj": {
"bits": 4,
"group_size": 128,
"in_features": 1024,
"logical_shape": [
1024,
1024
],
"num_rows": 1024,
"num_groups": 8,
"words_per_group": 16,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 557056,
"bits_per_weight": 4.25,
"clipped_fraction": 0.954834,
"clip_improvement": 0.109889
},
"model.layers.16.moe.sw1": {
"bits": 4,
"group_size": 128,
"in_features": 1024,
"logical_shape": [
1152,
1024
],
"num_rows": 1152,
"num_groups": 8,
"words_per_group": 16,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 626688,
"bits_per_weight": 4.25,
"clipped_fraction": 0.954102,
"clip_improvement": 0.110828
},
"model.layers.16.moe.sw2": {
"bits": 4,
"group_size": 128,
"in_features": 1152,
"logical_shape": [
1024,
1152
],
"num_rows": 1024,
"num_groups": 9,
"words_per_group": 16,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 626688,
"bits_per_weight": 4.25,
"clipped_fraction": 0.956489,
"clip_improvement": 0.110486
},
"model.layers.16.moe.sw3": {
"bits": 4,
"group_size": 128,
"in_features": 1024,
"logical_shape": [
1152,
1024
],
"num_rows": 1152,
"num_groups": 8,
"words_per_group": 16,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 626688,
"bits_per_weight": 4.25,
"clipped_fraction": 0.959852,
"clip_improvement": 0.111776
},
"model.layers.16.moe.w1": {
"bits": 4,
"group_size": 128,
"in_features": 1152,
"logical_shape": [
16,
1024,
1152
],
"num_rows": 16384,
"num_groups": 9,
"words_per_group": 16,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 10027008,
"bits_per_weight": 4.25,
"clipped_fraction": 0.954197,
"clip_improvement": 0.111497
},
"model.layers.16.moe.w2": {
"bits": 2,
"group_size": 128,
"in_features": 1024,
"logical_shape": [
16,
1152,
1024
],
"num_rows": 18432,
"num_groups": 8,
"words_per_group": 8,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 5308416,
"bits_per_weight": 2.25,
"clipped_fraction": 0.999993,
"clip_improvement": 0.353362
},
"model.layers.16.moe.w3": {
"bits": 2,
"group_size": 128,
"in_features": 1152,
"logical_shape": [
16,
1024,
1152
],
"num_rows": 16384,
"num_groups": 9,
"words_per_group": 8,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 5308416,
"bits_per_weight": 2.25,
"clipped_fraction": 1.0,
"clip_improvement": 0.35321
},
"model.layers.17.conv.in_proj": {
"bits": 4,
"group_size": 128,
"in_features": 1024,
"logical_shape": [
3072,
1024
],
"num_rows": 3072,
"num_groups": 8,
"words_per_group": 16,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 1671168,
"bits_per_weight": 4.25,
"clipped_fraction": 0.954671,
"clip_improvement": 0.111566
},
"model.layers.17.conv.out_proj": {
"bits": 4,
"group_size": 128,
"in_features": 1024,
"logical_shape": [
1024,
1024
],
"num_rows": 1024,
"num_groups": 8,
"words_per_group": 16,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 557056,
"bits_per_weight": 4.25,
"clipped_fraction": 0.954834,
"clip_improvement": 0.112852
},
"model.layers.17.moe.sw1": {
"bits": 4,
"group_size": 128,
"in_features": 1024,
"logical_shape": [
1152,
1024
],
"num_rows": 1152,
"num_groups": 8,
"words_per_group": 16,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 626688,
"bits_per_weight": 4.25,
"clipped_fraction": 0.951389,
"clip_improvement": 0.110926
},
"model.layers.17.moe.sw2": {
"bits": 4,
"group_size": 128,
"in_features": 1152,
"logical_shape": [
1024,
1152
],
"num_rows": 1024,
"num_groups": 9,
"words_per_group": 16,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 626688,
"bits_per_weight": 4.25,
"clipped_fraction": 0.955621,
"clip_improvement": 0.114065
},
"model.layers.17.moe.sw3": {
"bits": 4,
"group_size": 128,
"in_features": 1024,
"logical_shape": [
1152,
1024
],
"num_rows": 1152,
"num_groups": 8,
"words_per_group": 16,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 626688,
"bits_per_weight": 4.25,
"clipped_fraction": 0.95638,
"clip_improvement": 0.110832
},
"model.layers.17.moe.w1": {
"bits": 4,
"group_size": 128,
"in_features": 1152,
"logical_shape": [
16,
1024,
1152
],
"num_rows": 16384,
"num_groups": 9,
"words_per_group": 16,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 10027008,
"bits_per_weight": 4.25,
"clipped_fraction": 0.954603,
"clip_improvement": 0.111657
},
"model.layers.17.moe.w2": {
"bits": 2,
"group_size": 128,
"in_features": 1024,
"logical_shape": [
16,
1152,
1024
],
"num_rows": 18432,
"num_groups": 8,
"words_per_group": 8,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 5308416,
"bits_per_weight": 2.25,
"clipped_fraction": 0.999973,
"clip_improvement": 0.353656
},
"model.layers.17.moe.w3": {
"bits": 2,
"group_size": 128,
"in_features": 1152,
"logical_shape": [
16,
1024,
1152
],
"num_rows": 16384,
"num_groups": 9,
"words_per_group": 8,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 5308416,
"bits_per_weight": 2.25,
"clipped_fraction": 0.99998,
"clip_improvement": 0.35341
},
"model.layers.18.conv.in_proj": {
"bits": 4,
"group_size": 128,
"in_features": 1024,
"logical_shape": [
3072,
1024
],
"num_rows": 3072,
"num_groups": 8,
"words_per_group": 16,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 1671168,
"bits_per_weight": 4.25,
"clipped_fraction": 0.953735,
"clip_improvement": 0.112103
},
"model.layers.18.conv.out_proj": {
"bits": 4,
"group_size": 128,
"in_features": 1024,
"logical_shape": [
1024,
1024
],
"num_rows": 1024,
"num_groups": 8,
"words_per_group": 16,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 557056,
"bits_per_weight": 4.25,
"clipped_fraction": 0.9552,
"clip_improvement": 0.111177
},
"model.layers.18.moe.sw1": {
"bits": 4,
"group_size": 128,
"in_features": 1024,
"logical_shape": [
1152,
1024
],
"num_rows": 1152,
"num_groups": 8,
"words_per_group": 16,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 626688,
"bits_per_weight": 4.25,
"clipped_fraction": 0.953017,
"clip_improvement": 0.110424
},
"model.layers.18.moe.sw2": {
"bits": 8,
"group_size": 128,
"in_features": 1152,
"logical_shape": [
1024,
1152
],
"num_rows": 1024,
"num_groups": 9,
"words_per_group": 32,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 1216512,
"bits_per_weight": 8.25,
"clipped_fraction": 0.0,
"clip_improvement": 0.0
},
"model.layers.18.moe.sw3": {
"bits": 4,
"group_size": 128,
"in_features": 1024,
"logical_shape": [
1152,
1024
],
"num_rows": 1152,
"num_groups": 8,
"words_per_group": 16,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 626688,
"bits_per_weight": 4.25,
"clipped_fraction": 0.955729,
"clip_improvement": 0.111512
},
"model.layers.18.moe.w1": {
"bits": 4,
"group_size": 128,
"in_features": 1152,
"logical_shape": [
16,
1024,
1152
],
"num_rows": 16384,
"num_groups": 9,
"words_per_group": 16,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 10027008,
"bits_per_weight": 4.25,
"clipped_fraction": 0.954027,
"clip_improvement": 0.111633
},
"model.layers.18.moe.w2": {
"bits": 2,
"group_size": 128,
"in_features": 1024,
"logical_shape": [
16,
1152,
1024
],
"num_rows": 18432,
"num_groups": 8,
"words_per_group": 8,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 5308416,
"bits_per_weight": 2.25,
"clipped_fraction": 0.99998,
"clip_improvement": 0.35331
},
"model.layers.18.moe.w3": {
"bits": 2,
"group_size": 128,
"in_features": 1152,
"logical_shape": [
16,
1024,
1152
],
"num_rows": 16384,
"num_groups": 9,
"words_per_group": 8,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 5308416,
"bits_per_weight": 2.25,
"clipped_fraction": 0.999986,
"clip_improvement": 0.353614
},
"model.layers.19.moe.sw1": {
"bits": 4,
"group_size": 128,
"in_features": 1024,
"logical_shape": [
1152,
1024
],
"num_rows": 1152,
"num_groups": 8,
"words_per_group": 16,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 626688,
"bits_per_weight": 4.25,
"clipped_fraction": 0.952365,
"clip_improvement": 0.11146
},
"model.layers.19.moe.sw2": {
"bits": 8,
"group_size": 128,
"in_features": 1152,
"logical_shape": [
1024,
1152
],
"num_rows": 1024,
"num_groups": 9,
"words_per_group": 32,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 1216512,
"bits_per_weight": 8.25,
"clipped_fraction": 0.0,
"clip_improvement": 0.0
},
"model.layers.19.moe.sw3": {
"bits": 4,
"group_size": 128,
"in_features": 1024,
"logical_shape": [
1152,
1024
],
"num_rows": 1152,
"num_groups": 8,
"words_per_group": 16,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 626688,
"bits_per_weight": 4.25,
"clipped_fraction": 0.957465,
"clip_improvement": 0.112536
},
"model.layers.19.moe.w1": {
"bits": 3,
"group_size": 128,
"in_features": 1152,
"logical_shape": [
16,
1024,
1152
],
"num_rows": 16384,
"num_groups": 9,
"words_per_group": 12,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 7667712,
"bits_per_weight": 3.25,
"clipped_fraction": 0.999797,
"clip_improvement": 0.250005
},
"model.layers.19.moe.w2": {
"bits": 2,
"group_size": 128,
"in_features": 1024,
"logical_shape": [
16,
1152,
1024
],
"num_rows": 18432,
"num_groups": 8,
"words_per_group": 8,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 5308416,
"bits_per_weight": 2.25,
"clipped_fraction": 0.999993,
"clip_improvement": 0.353536
},
"model.layers.19.moe.w3": {
"bits": 2,
"group_size": 128,
"in_features": 1152,
"logical_shape": [
16,
1024,
1152
],
"num_rows": 16384,
"num_groups": 9,
"words_per_group": 8,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 5308416,
"bits_per_weight": 2.25,
"clipped_fraction": 0.99998,
"clip_improvement": 0.353495
},
"model.layers.19.self_attn.k_proj": {
"bits": 8,
"group_size": 128,
"in_features": 1024,
"logical_shape": [
256,
1024
],
"num_rows": 256,
"num_groups": 8,
"words_per_group": 32,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 270336,
"bits_per_weight": 8.25,
"clipped_fraction": 0.0,
"clip_improvement": 0.0
},
"model.layers.19.self_attn.o_proj": {
"bits": 8,
"group_size": 128,
"in_features": 1024,
"logical_shape": [
1024,
1024
],
"num_rows": 1024,
"num_groups": 8,
"words_per_group": 32,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 1081344,
"bits_per_weight": 8.25,
"clipped_fraction": 0.0,
"clip_improvement": 0.0
},
"model.layers.19.self_attn.q_proj": {
"bits": 8,
"group_size": 128,
"in_features": 1024,
"logical_shape": [
1024,
1024
],
"num_rows": 1024,
"num_groups": 8,
"words_per_group": 32,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 1081344,
"bits_per_weight": 8.25,
"clipped_fraction": 0.0,
"clip_improvement": 0.0
},
"model.layers.19.self_attn.v_proj": {
"bits": 8,
"group_size": 128,
"in_features": 1024,
"logical_shape": [
256,
1024
],
"num_rows": 256,
"num_groups": 8,
"words_per_group": 32,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 270336,
"bits_per_weight": 8.25,
"clipped_fraction": 0.0,
"clip_improvement": 0.0
},
"model.layers.2.conv.in_proj": {
"bits": 4,
"group_size": 128,
"in_features": 1024,
"logical_shape": [
3072,
1024
],
"num_rows": 3072,
"num_groups": 8,
"words_per_group": 16,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 1671168,
"bits_per_weight": 4.25,
"clipped_fraction": 0.951986,
"clip_improvement": 0.111035
},
"model.layers.2.conv.out_proj": {
"bits": 4,
"group_size": 128,
"in_features": 1024,
"logical_shape": [
1024,
1024
],
"num_rows": 1024,
"num_groups": 8,
"words_per_group": 16,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 557056,
"bits_per_weight": 4.25,
"clipped_fraction": 0.955322,
"clip_improvement": 0.110804
},
"model.layers.2.moe.sw1": {
"bits": 4,
"group_size": 128,
"in_features": 1024,
"logical_shape": [
1152,
1024
],
"num_rows": 1152,
"num_groups": 8,
"words_per_group": 16,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 626688,
"bits_per_weight": 4.25,
"clipped_fraction": 0.955187,
"clip_improvement": 0.112738
},
"model.layers.2.moe.sw2": {
"bits": 4,
"group_size": 128,
"in_features": 1152,
"logical_shape": [
1024,
1152
],
"num_rows": 1024,
"num_groups": 9,
"words_per_group": 16,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 626688,
"bits_per_weight": 4.25,
"clipped_fraction": 0.954427,
"clip_improvement": 0.111498
},
"model.layers.2.moe.sw3": {
"bits": 4,
"group_size": 128,
"in_features": 1024,
"logical_shape": [
1152,
1024
],
"num_rows": 1152,
"num_groups": 8,
"words_per_group": 16,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 626688,
"bits_per_weight": 4.25,
"clipped_fraction": 0.954753,
"clip_improvement": 0.111969
},
"model.layers.2.moe.w1": {
"bits": 2,
"group_size": 128,
"in_features": 1152,
"logical_shape": [
16,
1024,
1152
],
"num_rows": 16384,
"num_groups": 9,
"words_per_group": 8,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 5308416,
"bits_per_weight": 2.25,
"clipped_fraction": 1.0,
"clip_improvement": 0.35339
},
"model.layers.2.moe.w2": {
"bits": 2,
"group_size": 128,
"in_features": 1024,
"logical_shape": [
16,
1152,
1024
],
"num_rows": 18432,
"num_groups": 8,
"words_per_group": 8,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 5308416,
"bits_per_weight": 2.25,
"clipped_fraction": 1.0,
"clip_improvement": 0.35348
},
"model.layers.2.moe.w3": {
"bits": 2,
"group_size": 128,
"in_features": 1152,
"logical_shape": [
16,
1024,
1152
],
"num_rows": 16384,
"num_groups": 9,
"words_per_group": 8,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 5308416,
"bits_per_weight": 2.25,
"clipped_fraction": 1.0,
"clip_improvement": 0.353625
},
"model.layers.20.conv.in_proj": {
"bits": 4,
"group_size": 128,
"in_features": 1024,
"logical_shape": [
3072,
1024
],
"num_rows": 3072,
"num_groups": 8,
"words_per_group": 16,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 1671168,
"bits_per_weight": 4.25,
"clipped_fraction": 0.954712,
"clip_improvement": 0.112217
},
"model.layers.20.conv.out_proj": {
"bits": 4,
"group_size": 128,
"in_features": 1024,
"logical_shape": [
1024,
1024
],
"num_rows": 1024,
"num_groups": 8,
"words_per_group": 16,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 557056,
"bits_per_weight": 4.25,
"clipped_fraction": 0.955933,
"clip_improvement": 0.111425
},
"model.layers.20.moe.sw1": {
"bits": 4,
"group_size": 128,
"in_features": 1024,
"logical_shape": [
1152,
1024
],
"num_rows": 1152,
"num_groups": 8,
"words_per_group": 16,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 626688,
"bits_per_weight": 4.25,
"clipped_fraction": 0.951063,
"clip_improvement": 0.11131
},
"model.layers.20.moe.sw2": {
"bits": 4,
"group_size": 128,
"in_features": 1152,
"logical_shape": [
1024,
1152
],
"num_rows": 1024,
"num_groups": 9,
"words_per_group": 16,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 626688,
"bits_per_weight": 4.25,
"clipped_fraction": 0.953559,
"clip_improvement": 0.111117
},
"model.layers.20.moe.sw3": {
"bits": 4,
"group_size": 128,
"in_features": 1024,
"logical_shape": [
1152,
1024
],
"num_rows": 1152,
"num_groups": 8,
"words_per_group": 16,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 626688,
"bits_per_weight": 4.25,
"clipped_fraction": 0.952908,
"clip_improvement": 0.111531
},
"model.layers.20.moe.w1": {
"bits": 2,
"group_size": 128,
"in_features": 1152,
"logical_shape": [
16,
1024,
1152
],
"num_rows": 16384,
"num_groups": 9,
"words_per_group": 8,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 5308416,
"bits_per_weight": 2.25,
"clipped_fraction": 1.0,
"clip_improvement": 0.353201
},
"model.layers.20.moe.w2": {
"bits": 2,
"group_size": 128,
"in_features": 1024,
"logical_shape": [
16,
1152,
1024
],
"num_rows": 18432,
"num_groups": 8,
"words_per_group": 8,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 5308416,
"bits_per_weight": 2.25,
"clipped_fraction": 0.99998,
"clip_improvement": 0.353628
},
"model.layers.20.moe.w3": {
"bits": 2,
"group_size": 128,
"in_features": 1152,
"logical_shape": [
16,
1024,
1152
],
"num_rows": 16384,
"num_groups": 9,
"words_per_group": 8,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 5308416,
"bits_per_weight": 2.25,
"clipped_fraction": 0.999986,
"clip_improvement": 0.353323
},
"model.layers.21.conv.in_proj": {
"bits": 4,
"group_size": 128,
"in_features": 1024,
"logical_shape": [
3072,
1024
],
"num_rows": 3072,
"num_groups": 8,
"words_per_group": 16,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 1671168,
"bits_per_weight": 4.25,
"clipped_fraction": 0.952677,
"clip_improvement": 0.111657
},
"model.layers.21.conv.out_proj": {
"bits": 4,
"group_size": 128,
"in_features": 1024,
"logical_shape": [
1024,
1024
],
"num_rows": 1024,
"num_groups": 8,
"words_per_group": 16,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 557056,
"bits_per_weight": 4.25,
"clipped_fraction": 0.953369,
"clip_improvement": 0.110681
},
"model.layers.21.moe.sw1": {
"bits": 4,
"group_size": 128,
"in_features": 1024,
"logical_shape": [
1152,
1024
],
"num_rows": 1152,
"num_groups": 8,
"words_per_group": 16,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 626688,
"bits_per_weight": 4.25,
"clipped_fraction": 0.952908,
"clip_improvement": 0.111555
},
"model.layers.21.moe.sw2": {
"bits": 4,
"group_size": 128,
"in_features": 1152,
"logical_shape": [
1024,
1152
],
"num_rows": 1024,
"num_groups": 9,
"words_per_group": 16,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 626688,
"bits_per_weight": 4.25,
"clipped_fraction": 0.956055,
"clip_improvement": 0.112092
},
"model.layers.21.moe.sw3": {
"bits": 4,
"group_size": 128,
"in_features": 1024,
"logical_shape": [
1152,
1024
],
"num_rows": 1152,
"num_groups": 8,
"words_per_group": 16,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 626688,
"bits_per_weight": 4.25,
"clipped_fraction": 0.953234,
"clip_improvement": 0.113501
},
"model.layers.21.moe.w1": {
"bits": 3,
"group_size": 128,
"in_features": 1152,
"logical_shape": [
16,
1024,
1152
],
"num_rows": 16384,
"num_groups": 9,
"words_per_group": 12,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 7667712,
"bits_per_weight": 3.25,
"clipped_fraction": 0.999844,
"clip_improvement": 0.250563
},
"model.layers.21.moe.w2": {
"bits": 2,
"group_size": 128,
"in_features": 1024,
"logical_shape": [
16,
1152,
1024
],
"num_rows": 18432,
"num_groups": 8,
"words_per_group": 8,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 5308416,
"bits_per_weight": 2.25,
"clipped_fraction": 0.999966,
"clip_improvement": 0.35342
},
"model.layers.21.moe.w3": {
"bits": 2,
"group_size": 128,
"in_features": 1152,
"logical_shape": [
16,
1024,
1152
],
"num_rows": 16384,
"num_groups": 9,
"words_per_group": 8,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 5308416,
"bits_per_weight": 2.25,
"clipped_fraction": 0.999973,
"clip_improvement": 0.353488
},
"model.layers.22.conv.in_proj": {
"bits": 4,
"group_size": 128,
"in_features": 1024,
"logical_shape": [
3072,
1024
],
"num_rows": 3072,
"num_groups": 8,
"words_per_group": 16,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 1671168,
"bits_per_weight": 4.25,
"clipped_fraction": 0.955973,
"clip_improvement": 0.111722
},
"model.layers.22.conv.out_proj": {
"bits": 4,
"group_size": 128,
"in_features": 1024,
"logical_shape": [
1024,
1024
],
"num_rows": 1024,
"num_groups": 8,
"words_per_group": 16,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 557056,
"bits_per_weight": 4.25,
"clipped_fraction": 0.953735,
"clip_improvement": 0.110481
},
"model.layers.22.moe.sw1": {
"bits": 4,
"group_size": 128,
"in_features": 1024,
"logical_shape": [
1152,
1024
],
"num_rows": 1152,
"num_groups": 8,
"words_per_group": 16,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 626688,
"bits_per_weight": 4.25,
"clipped_fraction": 0.953559,
"clip_improvement": 0.11164
},
"model.layers.22.moe.sw2": {
"bits": 4,
"group_size": 128,
"in_features": 1152,
"logical_shape": [
1024,
1152
],
"num_rows": 1024,
"num_groups": 9,
"words_per_group": 16,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 626688,
"bits_per_weight": 4.25,
"clipped_fraction": 0.952908,
"clip_improvement": 0.111764
},
"model.layers.22.moe.sw3": {
"bits": 4,
"group_size": 128,
"in_features": 1024,
"logical_shape": [
1152,
1024
],
"num_rows": 1152,
"num_groups": 8,
"words_per_group": 16,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 626688,
"bits_per_weight": 4.25,
"clipped_fraction": 0.953017,
"clip_improvement": 0.111665
},
"model.layers.22.moe.w1": {
"bits": 3,
"group_size": 128,
"in_features": 1152,
"logical_shape": [
16,
1024,
1152
],
"num_rows": 16384,
"num_groups": 9,
"words_per_group": 12,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 7667712,
"bits_per_weight": 3.25,
"clipped_fraction": 0.999851,
"clip_improvement": 0.249933
},
"model.layers.22.moe.w2": {
"bits": 2,
"group_size": 128,
"in_features": 1024,
"logical_shape": [
16,
1152,
1024
],
"num_rows": 18432,
"num_groups": 8,
"words_per_group": 8,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 5308416,
"bits_per_weight": 2.25,
"clipped_fraction": 0.999864,
"clip_improvement": 0.353878
},
"model.layers.22.moe.w3": {
"bits": 2,
"group_size": 128,
"in_features": 1152,
"logical_shape": [
16,
1024,
1152
],
"num_rows": 16384,
"num_groups": 9,
"words_per_group": 8,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 5308416,
"bits_per_weight": 2.25,
"clipped_fraction": 0.999973,
"clip_improvement": 0.353387
},
"model.layers.23.moe.sw1": {
"bits": 8,
"group_size": 128,
"in_features": 1024,
"logical_shape": [
1152,
1024
],
"num_rows": 1152,
"num_groups": 8,
"words_per_group": 32,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 1216512,
"bits_per_weight": 8.25,
"clipped_fraction": 0.0,
"clip_improvement": 0.0
},
"model.layers.23.moe.sw2": {
"bits": 8,
"group_size": 128,
"in_features": 1152,
"logical_shape": [
1024,
1152
],
"num_rows": 1024,
"num_groups": 9,
"words_per_group": 32,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 1216512,
"bits_per_weight": 8.25,
"clipped_fraction": 0.0,
"clip_improvement": 0.0
},
"model.layers.23.moe.sw3": {
"bits": 8,
"group_size": 128,
"in_features": 1024,
"logical_shape": [
1152,
1024
],
"num_rows": 1152,
"num_groups": 8,
"words_per_group": 32,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 1216512,
"bits_per_weight": 8.25,
"clipped_fraction": 0.0,
"clip_improvement": 0.0
},
"model.layers.23.moe.w1": {
"bits": 4,
"group_size": 128,
"in_features": 1152,
"logical_shape": [
16,
1024,
1152
],
"num_rows": 16384,
"num_groups": 9,
"words_per_group": 16,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 10027008,
"bits_per_weight": 4.25,
"clipped_fraction": 0.953844,
"clip_improvement": 0.11135
},
"model.layers.23.moe.w2": {
"bits": 2,
"group_size": 128,
"in_features": 1024,
"logical_shape": [
16,
1152,
1024
],
"num_rows": 18432,
"num_groups": 8,
"words_per_group": 8,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 5308416,
"bits_per_weight": 2.25,
"clipped_fraction": 0.999464,
"clip_improvement": 0.355379
},
"model.layers.23.moe.w3": {
"bits": 2,
"group_size": 128,
"in_features": 1152,
"logical_shape": [
16,
1024,
1152
],
"num_rows": 16384,
"num_groups": 9,
"words_per_group": 8,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 5308416,
"bits_per_weight": 2.25,
"clipped_fraction": 0.999932,
"clip_improvement": 0.353554
},
"model.layers.23.self_attn.k_proj": {
"bits": 8,
"group_size": 128,
"in_features": 1024,
"logical_shape": [
256,
1024
],
"num_rows": 256,
"num_groups": 8,
"words_per_group": 32,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 270336,
"bits_per_weight": 8.25,
"clipped_fraction": 0.0,
"clip_improvement": 0.0
},
"model.layers.23.self_attn.o_proj": {
"bits": 4,
"group_size": 128,
"in_features": 1024,
"logical_shape": [
1024,
1024
],
"num_rows": 1024,
"num_groups": 8,
"words_per_group": 16,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 557056,
"bits_per_weight": 4.25,
"clipped_fraction": 0.953979,
"clip_improvement": 0.112017
},
"model.layers.23.self_attn.q_proj": {
"bits": 4,
"group_size": 128,
"in_features": 1024,
"logical_shape": [
1024,
1024
],
"num_rows": 1024,
"num_groups": 8,
"words_per_group": 16,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 557056,
"bits_per_weight": 4.25,
"clipped_fraction": 0.956055,
"clip_improvement": 0.111754
},
"model.layers.23.self_attn.v_proj": {
"bits": 8,
"group_size": 128,
"in_features": 1024,
"logical_shape": [
256,
1024
],
"num_rows": 256,
"num_groups": 8,
"words_per_group": 32,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 270336,
"bits_per_weight": 8.25,
"clipped_fraction": 0.0,
"clip_improvement": 0.0
},
"model.layers.3.moe.sw1": {
"bits": 4,
"group_size": 128,
"in_features": 1024,
"logical_shape": [
1152,
1024
],
"num_rows": 1152,
"num_groups": 8,
"words_per_group": 16,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 626688,
"bits_per_weight": 4.25,
"clipped_fraction": 0.958442,
"clip_improvement": 0.111402
},
"model.layers.3.moe.sw2": {
"bits": 4,
"group_size": 128,
"in_features": 1152,
"logical_shape": [
1024,
1152
],
"num_rows": 1024,
"num_groups": 9,
"words_per_group": 16,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 626688,
"bits_per_weight": 4.25,
"clipped_fraction": 0.951931,
"clip_improvement": 0.110399
},
"model.layers.3.moe.sw3": {
"bits": 4,
"group_size": 128,
"in_features": 1024,
"logical_shape": [
1152,
1024
],
"num_rows": 1152,
"num_groups": 8,
"words_per_group": 16,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 626688,
"bits_per_weight": 4.25,
"clipped_fraction": 0.950846,
"clip_improvement": 0.110635
},
"model.layers.3.moe.w1": {
"bits": 3,
"group_size": 128,
"in_features": 1152,
"logical_shape": [
16,
1024,
1152
],
"num_rows": 16384,
"num_groups": 9,
"words_per_group": 12,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 7667712,
"bits_per_weight": 3.25,
"clipped_fraction": 0.999797,
"clip_improvement": 0.249583
},
"model.layers.3.moe.w2": {
"bits": 2,
"group_size": 128,
"in_features": 1024,
"logical_shape": [
16,
1152,
1024
],
"num_rows": 18432,
"num_groups": 8,
"words_per_group": 8,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 5308416,
"bits_per_weight": 2.25,
"clipped_fraction": 1.0,
"clip_improvement": 0.353328
},
"model.layers.3.moe.w3": {
"bits": 2,
"group_size": 128,
"in_features": 1152,
"logical_shape": [
16,
1024,
1152
],
"num_rows": 16384,
"num_groups": 9,
"words_per_group": 8,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 5308416,
"bits_per_weight": 2.25,
"clipped_fraction": 1.0,
"clip_improvement": 0.353477
},
"model.layers.3.self_attn.k_proj": {
"bits": 8,
"group_size": 128,
"in_features": 1024,
"logical_shape": [
256,
1024
],
"num_rows": 256,
"num_groups": 8,
"words_per_group": 32,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 270336,
"bits_per_weight": 8.25,
"clipped_fraction": 0.0,
"clip_improvement": 0.0
},
"model.layers.3.self_attn.o_proj": {
"bits": 4,
"group_size": 128,
"in_features": 1024,
"logical_shape": [
1024,
1024
],
"num_rows": 1024,
"num_groups": 8,
"words_per_group": 16,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 557056,
"bits_per_weight": 4.25,
"clipped_fraction": 0.95874,
"clip_improvement": 0.112026
},
"model.layers.3.self_attn.q_proj": {
"bits": 4,
"group_size": 128,
"in_features": 1024,
"logical_shape": [
1024,
1024
],
"num_rows": 1024,
"num_groups": 8,
"words_per_group": 16,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 557056,
"bits_per_weight": 4.25,
"clipped_fraction": 0.957886,
"clip_improvement": 0.111266
},
"model.layers.3.self_attn.v_proj": {
"bits": 8,
"group_size": 128,
"in_features": 1024,
"logical_shape": [
256,
1024
],
"num_rows": 256,
"num_groups": 8,
"words_per_group": 32,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 270336,
"bits_per_weight": 8.25,
"clipped_fraction": 0.0,
"clip_improvement": 0.0
},
"model.layers.4.conv.in_proj": {
"bits": 4,
"group_size": 128,
"in_features": 1024,
"logical_shape": [
3072,
1024
],
"num_rows": 3072,
"num_groups": 8,
"words_per_group": 16,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 1671168,
"bits_per_weight": 4.25,
"clipped_fraction": 0.956177,
"clip_improvement": 0.112503
},
"model.layers.4.conv.out_proj": {
"bits": 4,
"group_size": 128,
"in_features": 1024,
"logical_shape": [
1024,
1024
],
"num_rows": 1024,
"num_groups": 8,
"words_per_group": 16,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 557056,
"bits_per_weight": 4.25,
"clipped_fraction": 0.957275,
"clip_improvement": 0.110555
},
"model.layers.4.moe.sw1": {
"bits": 4,
"group_size": 128,
"in_features": 1024,
"logical_shape": [
1152,
1024
],
"num_rows": 1152,
"num_groups": 8,
"words_per_group": 16,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 626688,
"bits_per_weight": 4.25,
"clipped_fraction": 0.955729,
"clip_improvement": 0.110095
},
"model.layers.4.moe.sw2": {
"bits": 4,
"group_size": 128,
"in_features": 1152,
"logical_shape": [
1024,
1152
],
"num_rows": 1024,
"num_groups": 9,
"words_per_group": 16,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 626688,
"bits_per_weight": 4.25,
"clipped_fraction": 0.955404,
"clip_improvement": 0.112383
},
"model.layers.4.moe.sw3": {
"bits": 4,
"group_size": 128,
"in_features": 1024,
"logical_shape": [
1152,
1024
],
"num_rows": 1152,
"num_groups": 8,
"words_per_group": 16,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 626688,
"bits_per_weight": 4.25,
"clipped_fraction": 0.953993,
"clip_improvement": 0.111288
},
"model.layers.4.moe.w1": {
"bits": 3,
"group_size": 128,
"in_features": 1152,
"logical_shape": [
16,
1024,
1152
],
"num_rows": 16384,
"num_groups": 9,
"words_per_group": 12,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 7667712,
"bits_per_weight": 3.25,
"clipped_fraction": 0.99983,
"clip_improvement": 0.249834
},
"model.layers.4.moe.w2": {
"bits": 2,
"group_size": 128,
"in_features": 1024,
"logical_shape": [
16,
1152,
1024
],
"num_rows": 18432,
"num_groups": 8,
"words_per_group": 8,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 5308416,
"bits_per_weight": 2.25,
"clipped_fraction": 0.999993,
"clip_improvement": 0.353369
},
"model.layers.4.moe.w3": {
"bits": 2,
"group_size": 128,
"in_features": 1152,
"logical_shape": [
16,
1024,
1152
],
"num_rows": 16384,
"num_groups": 9,
"words_per_group": 8,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 5308416,
"bits_per_weight": 2.25,
"clipped_fraction": 1.0,
"clip_improvement": 0.3533
},
"model.layers.5.conv.in_proj": {
"bits": 4,
"group_size": 128,
"in_features": 1024,
"logical_shape": [
3072,
1024
],
"num_rows": 3072,
"num_groups": 8,
"words_per_group": 16,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 1671168,
"bits_per_weight": 4.25,
"clipped_fraction": 0.954712,
"clip_improvement": 0.111981
},
"model.layers.5.conv.out_proj": {
"bits": 4,
"group_size": 128,
"in_features": 1024,
"logical_shape": [
1024,
1024
],
"num_rows": 1024,
"num_groups": 8,
"words_per_group": 16,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 557056,
"bits_per_weight": 4.25,
"clipped_fraction": 0.952271,
"clip_improvement": 0.10894
},
"model.layers.5.moe.sw1": {
"bits": 4,
"group_size": 128,
"in_features": 1024,
"logical_shape": [
1152,
1024
],
"num_rows": 1152,
"num_groups": 8,
"words_per_group": 16,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 626688,
"bits_per_weight": 4.25,
"clipped_fraction": 0.953342,
"clip_improvement": 0.110832
},
"model.layers.5.moe.sw2": {
"bits": 4,
"group_size": 128,
"in_features": 1152,
"logical_shape": [
1024,
1152
],
"num_rows": 1024,
"num_groups": 9,
"words_per_group": 16,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 626688,
"bits_per_weight": 4.25,
"clipped_fraction": 0.955404,
"clip_improvement": 0.111948
},
"model.layers.5.moe.sw3": {
"bits": 4,
"group_size": 128,
"in_features": 1024,
"logical_shape": [
1152,
1024
],
"num_rows": 1152,
"num_groups": 8,
"words_per_group": 16,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 626688,
"bits_per_weight": 4.25,
"clipped_fraction": 0.958659,
"clip_improvement": 0.110161
},
"model.layers.5.moe.w1": {
"bits": 3,
"group_size": 128,
"in_features": 1152,
"logical_shape": [
16,
1024,
1152
],
"num_rows": 16384,
"num_groups": 9,
"words_per_group": 12,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 7667712,
"bits_per_weight": 3.25,
"clipped_fraction": 0.999878,
"clip_improvement": 0.249684
},
"model.layers.5.moe.w2": {
"bits": 2,
"group_size": 128,
"in_features": 1024,
"logical_shape": [
16,
1152,
1024
],
"num_rows": 18432,
"num_groups": 8,
"words_per_group": 8,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 5308416,
"bits_per_weight": 2.25,
"clipped_fraction": 1.0,
"clip_improvement": 0.35354
},
"model.layers.5.moe.w3": {
"bits": 2,
"group_size": 128,
"in_features": 1152,
"logical_shape": [
16,
1024,
1152
],
"num_rows": 16384,
"num_groups": 9,
"words_per_group": 8,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 5308416,
"bits_per_weight": 2.25,
"clipped_fraction": 1.0,
"clip_improvement": 0.353415
},
"model.layers.6.conv.in_proj": {
"bits": 4,
"group_size": 128,
"in_features": 1024,
"logical_shape": [
3072,
1024
],
"num_rows": 3072,
"num_groups": 8,
"words_per_group": 16,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 1671168,
"bits_per_weight": 4.25,
"clipped_fraction": 0.954224,
"clip_improvement": 0.112098
},
"model.layers.6.conv.out_proj": {
"bits": 4,
"group_size": 128,
"in_features": 1024,
"logical_shape": [
1024,
1024
],
"num_rows": 1024,
"num_groups": 8,
"words_per_group": 16,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 557056,
"bits_per_weight": 4.25,
"clipped_fraction": 0.953979,
"clip_improvement": 0.112167
},
"model.layers.6.moe.sw1": {
"bits": 4,
"group_size": 128,
"in_features": 1024,
"logical_shape": [
1152,
1024
],
"num_rows": 1152,
"num_groups": 8,
"words_per_group": 16,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 626688,
"bits_per_weight": 4.25,
"clipped_fraction": 0.953451,
"clip_improvement": 0.110973
},
"model.layers.6.moe.sw2": {
"bits": 4,
"group_size": 128,
"in_features": 1152,
"logical_shape": [
1024,
1152
],
"num_rows": 1024,
"num_groups": 9,
"words_per_group": 16,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 626688,
"bits_per_weight": 4.25,
"clipped_fraction": 0.957031,
"clip_improvement": 0.112692
},
"model.layers.6.moe.sw3": {
"bits": 4,
"group_size": 128,
"in_features": 1024,
"logical_shape": [
1152,
1024
],
"num_rows": 1152,
"num_groups": 8,
"words_per_group": 16,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 626688,
"bits_per_weight": 4.25,
"clipped_fraction": 0.957357,
"clip_improvement": 0.112433
},
"model.layers.6.moe.w1": {
"bits": 3,
"group_size": 128,
"in_features": 1152,
"logical_shape": [
16,
1024,
1152
],
"num_rows": 16384,
"num_groups": 9,
"words_per_group": 12,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 7667712,
"bits_per_weight": 3.25,
"clipped_fraction": 0.999817,
"clip_improvement": 0.249893
},
"model.layers.6.moe.w2": {
"bits": 2,
"group_size": 128,
"in_features": 1024,
"logical_shape": [
16,
1152,
1024
],
"num_rows": 18432,
"num_groups": 8,
"words_per_group": 8,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 5308416,
"bits_per_weight": 2.25,
"clipped_fraction": 0.999986,
"clip_improvement": 0.353306
},
"model.layers.6.moe.w3": {
"bits": 2,
"group_size": 128,
"in_features": 1152,
"logical_shape": [
16,
1024,
1152
],
"num_rows": 16384,
"num_groups": 9,
"words_per_group": 8,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 5308416,
"bits_per_weight": 2.25,
"clipped_fraction": 0.999993,
"clip_improvement": 0.353463
},
"model.layers.7.moe.sw1": {
"bits": 4,
"group_size": 128,
"in_features": 1024,
"logical_shape": [
1152,
1024
],
"num_rows": 1152,
"num_groups": 8,
"words_per_group": 16,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 626688,
"bits_per_weight": 4.25,
"clipped_fraction": 0.955078,
"clip_improvement": 0.113294
},
"model.layers.7.moe.sw2": {
"bits": 4,
"group_size": 128,
"in_features": 1152,
"logical_shape": [
1024,
1152
],
"num_rows": 1024,
"num_groups": 9,
"words_per_group": 16,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 626688,
"bits_per_weight": 4.25,
"clipped_fraction": 0.955512,
"clip_improvement": 0.112441
},
"model.layers.7.moe.sw3": {
"bits": 4,
"group_size": 128,
"in_features": 1024,
"logical_shape": [
1152,
1024
],
"num_rows": 1152,
"num_groups": 8,
"words_per_group": 16,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 626688,
"bits_per_weight": 4.25,
"clipped_fraction": 0.955078,
"clip_improvement": 0.111907
},
"model.layers.7.moe.w1": {
"bits": 3,
"group_size": 128,
"in_features": 1152,
"logical_shape": [
16,
1024,
1152
],
"num_rows": 16384,
"num_groups": 9,
"words_per_group": 12,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 7667712,
"bits_per_weight": 3.25,
"clipped_fraction": 0.999837,
"clip_improvement": 0.250027
},
"model.layers.7.moe.w2": {
"bits": 2,
"group_size": 128,
"in_features": 1024,
"logical_shape": [
16,
1152,
1024
],
"num_rows": 18432,
"num_groups": 8,
"words_per_group": 8,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 5308416,
"bits_per_weight": 2.25,
"clipped_fraction": 1.0,
"clip_improvement": 0.353409
},
"model.layers.7.moe.w3": {
"bits": 2,
"group_size": 128,
"in_features": 1152,
"logical_shape": [
16,
1024,
1152
],
"num_rows": 16384,
"num_groups": 9,
"words_per_group": 8,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 5308416,
"bits_per_weight": 2.25,
"clipped_fraction": 0.999986,
"clip_improvement": 0.353434
},
"model.layers.7.self_attn.k_proj": {
"bits": 8,
"group_size": 128,
"in_features": 1024,
"logical_shape": [
256,
1024
],
"num_rows": 256,
"num_groups": 8,
"words_per_group": 32,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 270336,
"bits_per_weight": 8.25,
"clipped_fraction": 0.0,
"clip_improvement": 0.0
},
"model.layers.7.self_attn.o_proj": {
"bits": 8,
"group_size": 128,
"in_features": 1024,
"logical_shape": [
1024,
1024
],
"num_rows": 1024,
"num_groups": 8,
"words_per_group": 32,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 1081344,
"bits_per_weight": 8.25,
"clipped_fraction": 0.0,
"clip_improvement": 0.0
},
"model.layers.7.self_attn.q_proj": {
"bits": 8,
"group_size": 128,
"in_features": 1024,
"logical_shape": [
1024,
1024
],
"num_rows": 1024,
"num_groups": 8,
"words_per_group": 32,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 1081344,
"bits_per_weight": 8.25,
"clipped_fraction": 0.0,
"clip_improvement": 0.0
},
"model.layers.7.self_attn.v_proj": {
"bits": 8,
"group_size": 128,
"in_features": 1024,
"logical_shape": [
256,
1024
],
"num_rows": 256,
"num_groups": 8,
"words_per_group": 32,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 270336,
"bits_per_weight": 8.25,
"clipped_fraction": 0.0,
"clip_improvement": 0.0
},
"model.layers.8.conv.in_proj": {
"bits": 4,
"group_size": 128,
"in_features": 1024,
"logical_shape": [
3072,
1024
],
"num_rows": 3072,
"num_groups": 8,
"words_per_group": 16,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 1671168,
"bits_per_weight": 4.25,
"clipped_fraction": 0.954671,
"clip_improvement": 0.111955
},
"model.layers.8.conv.out_proj": {
"bits": 4,
"group_size": 128,
"in_features": 1024,
"logical_shape": [
1024,
1024
],
"num_rows": 1024,
"num_groups": 8,
"words_per_group": 16,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 557056,
"bits_per_weight": 4.25,
"clipped_fraction": 0.955566,
"clip_improvement": 0.108682
},
"model.layers.8.moe.sw1": {
"bits": 4,
"group_size": 128,
"in_features": 1024,
"logical_shape": [
1152,
1024
],
"num_rows": 1152,
"num_groups": 8,
"words_per_group": 16,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 626688,
"bits_per_weight": 4.25,
"clipped_fraction": 0.956706,
"clip_improvement": 0.110425
},
"model.layers.8.moe.sw2": {
"bits": 4,
"group_size": 128,
"in_features": 1152,
"logical_shape": [
1024,
1152
],
"num_rows": 1024,
"num_groups": 9,
"words_per_group": 16,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 626688,
"bits_per_weight": 4.25,
"clipped_fraction": 0.954753,
"clip_improvement": 0.111849
},
"model.layers.8.moe.sw3": {
"bits": 4,
"group_size": 128,
"in_features": 1024,
"logical_shape": [
1152,
1024
],
"num_rows": 1152,
"num_groups": 8,
"words_per_group": 16,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 626688,
"bits_per_weight": 4.25,
"clipped_fraction": 0.957031,
"clip_improvement": 0.111082
},
"model.layers.8.moe.w1": {
"bits": 4,
"group_size": 128,
"in_features": 1152,
"logical_shape": [
16,
1024,
1152
],
"num_rows": 16384,
"num_groups": 9,
"words_per_group": 16,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 10027008,
"bits_per_weight": 4.25,
"clipped_fraction": 0.952881,
"clip_improvement": 0.111608
},
"model.layers.8.moe.w2": {
"bits": 3,
"group_size": 128,
"in_features": 1024,
"logical_shape": [
16,
1152,
1024
],
"num_rows": 18432,
"num_groups": 8,
"words_per_group": 12,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 7667712,
"bits_per_weight": 3.25,
"clipped_fraction": 0.999851,
"clip_improvement": 0.250149
},
"model.layers.8.moe.w3": {
"bits": 3,
"group_size": 128,
"in_features": 1152,
"logical_shape": [
16,
1024,
1152
],
"num_rows": 16384,
"num_groups": 9,
"words_per_group": 12,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 7667712,
"bits_per_weight": 3.25,
"clipped_fraction": 0.999803,
"clip_improvement": 0.249982
},
"model.layers.9.conv.in_proj": {
"bits": 4,
"group_size": 128,
"in_features": 1024,
"logical_shape": [
3072,
1024
],
"num_rows": 3072,
"num_groups": 8,
"words_per_group": 16,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 1671168,
"bits_per_weight": 4.25,
"clipped_fraction": 0.954915,
"clip_improvement": 0.111643
},
"model.layers.9.conv.out_proj": {
"bits": 4,
"group_size": 128,
"in_features": 1024,
"logical_shape": [
1024,
1024
],
"num_rows": 1024,
"num_groups": 8,
"words_per_group": 16,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 557056,
"bits_per_weight": 4.25,
"clipped_fraction": 0.951782,
"clip_improvement": 0.111073
},
"model.layers.9.moe.sw1": {
"bits": 4,
"group_size": 128,
"in_features": 1024,
"logical_shape": [
1152,
1024
],
"num_rows": 1152,
"num_groups": 8,
"words_per_group": 16,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 626688,
"bits_per_weight": 4.25,
"clipped_fraction": 0.95497,
"clip_improvement": 0.111141
},
"model.layers.9.moe.sw2": {
"bits": 4,
"group_size": 128,
"in_features": 1152,
"logical_shape": [
1024,
1152
],
"num_rows": 1024,
"num_groups": 9,
"words_per_group": 16,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 626688,
"bits_per_weight": 4.25,
"clipped_fraction": 0.954861,
"clip_improvement": 0.113054
},
"model.layers.9.moe.sw3": {
"bits": 4,
"group_size": 128,
"in_features": 1024,
"logical_shape": [
1152,
1024
],
"num_rows": 1152,
"num_groups": 8,
"words_per_group": 16,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 626688,
"bits_per_weight": 4.25,
"clipped_fraction": 0.953125,
"clip_improvement": 0.112049
},
"model.layers.9.moe.w1": {
"bits": 4,
"group_size": 128,
"in_features": 1152,
"logical_shape": [
16,
1024,
1152
],
"num_rows": 16384,
"num_groups": 9,
"words_per_group": 16,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 10027008,
"bits_per_weight": 4.25,
"clipped_fraction": 0.953722,
"clip_improvement": 0.111856
},
"model.layers.9.moe.w2": {
"bits": 3,
"group_size": 128,
"in_features": 1024,
"logical_shape": [
16,
1152,
1024
],
"num_rows": 18432,
"num_groups": 8,
"words_per_group": 12,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 7667712,
"bits_per_weight": 3.25,
"clipped_fraction": 0.999864,
"clip_improvement": 0.249884
},
"model.layers.9.moe.w3": {
"bits": 3,
"group_size": 128,
"in_features": 1152,
"logical_shape": [
16,
1024,
1152
],
"num_rows": 16384,
"num_groups": 9,
"words_per_group": 12,
"row_offset": 0,
"layout": "linear",
"symmetric": false,
"has_offsets": true,
"compute_dtype": "bfloat16",
"nbytes": 7667712,
"bits_per_weight": 3.25,
"clipped_fraction": 0.999817,
"clip_improvement": 0.250012
}
}
}