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- Qwen2.5-0.5B-Instruct-ternary/broad_generative_report.json +121 -0
- Qwen2.5-0.5B-Instruct-ternary/metadata.json +0 -0
- Qwen2.5-0.5B-Instruct-ternary/tritplane/model_layers_0_mlp_down_proj.npz +3 -0
- Qwen2.5-0.5B-Instruct-ternary/tritplane/model_layers_0_mlp_gate_proj.npz +3 -0
- Qwen2.5-0.5B-Instruct-ternary/tritplane/model_layers_0_mlp_up_proj.npz +3 -0
- Qwen2.5-0.5B-Instruct-ternary/tritplane/model_layers_0_self_attn_k_proj.npz +3 -0
- Qwen2.5-0.5B-Instruct-ternary/tritplane/model_layers_0_self_attn_o_proj.npz +3 -0
- Qwen2.5-0.5B-Instruct-ternary/tritplane/model_layers_0_self_attn_q_proj.npz +3 -0
- Qwen2.5-0.5B-Instruct-ternary/tritplane/model_layers_0_self_attn_v_proj.npz +3 -0
- Qwen2.5-0.5B-Instruct-ternary/tritplane/model_layers_10_mlp_down_proj.npz +3 -0
- Qwen2.5-0.5B-Instruct-ternary/tritplane/model_layers_10_mlp_gate_proj.npz +3 -0
- Qwen2.5-0.5B-Instruct-ternary/tritplane/model_layers_10_mlp_up_proj.npz +3 -0
- Qwen2.5-0.5B-Instruct-ternary/tritplane/model_layers_10_self_attn_k_proj.npz +3 -0
- Qwen2.5-0.5B-Instruct-ternary/tritplane/model_layers_10_self_attn_o_proj.npz +3 -0
- Qwen2.5-0.5B-Instruct-ternary/tritplane/model_layers_10_self_attn_q_proj.npz +3 -0
- Qwen2.5-0.5B-Instruct-ternary/tritplane/model_layers_10_self_attn_v_proj.npz +3 -0
- Qwen2.5-0.5B-Instruct-ternary/tritplane/model_layers_11_mlp_down_proj.npz +3 -0
- Qwen2.5-0.5B-Instruct-ternary/tritplane/model_layers_11_mlp_gate_proj.npz +3 -0
- Qwen2.5-0.5B-Instruct-ternary/tritplane/model_layers_11_mlp_up_proj.npz +3 -0
- Qwen2.5-0.5B-Instruct-ternary/tritplane/model_layers_11_self_attn_k_proj.npz +3 -0
- Qwen2.5-0.5B-Instruct-ternary/tritplane/model_layers_11_self_attn_o_proj.npz +3 -0
- Qwen2.5-0.5B-Instruct-ternary/tritplane/model_layers_11_self_attn_q_proj.npz +3 -0
- Qwen2.5-0.5B-Instruct-ternary/tritplane/model_layers_11_self_attn_v_proj.npz +3 -0
- Qwen2.5-0.5B-Instruct-ternary/tritplane/model_layers_12_mlp_down_proj.npz +3 -0
- Qwen2.5-0.5B-Instruct-ternary/tritplane/model_layers_12_mlp_gate_proj.npz +3 -0
- Qwen2.5-0.5B-Instruct-ternary/tritplane/model_layers_12_mlp_up_proj.npz +3 -0
- Qwen2.5-0.5B-Instruct-ternary/tritplane/model_layers_12_self_attn_k_proj.npz +3 -0
- Qwen2.5-0.5B-Instruct-ternary/tritplane/model_layers_12_self_attn_o_proj.npz +3 -0
- Qwen2.5-0.5B-Instruct-ternary/tritplane/model_layers_12_self_attn_q_proj.npz +3 -0
- Qwen2.5-0.5B-Instruct-ternary/tritplane/model_layers_12_self_attn_v_proj.npz +3 -0
- Qwen2.5-0.5B-Instruct-ternary/tritplane/model_layers_13_mlp_down_proj.npz +3 -0
- Qwen2.5-0.5B-Instruct-ternary/tritplane/model_layers_13_mlp_gate_proj.npz +3 -0
- Qwen2.5-0.5B-Instruct-ternary/tritplane/model_layers_13_mlp_up_proj.npz +3 -0
- Qwen2.5-0.5B-Instruct-ternary/tritplane/model_layers_13_self_attn_k_proj.npz +3 -0
- Qwen2.5-0.5B-Instruct-ternary/tritplane/model_layers_13_self_attn_o_proj.npz +3 -0
- Qwen2.5-0.5B-Instruct-ternary/tritplane/model_layers_13_self_attn_q_proj.npz +3 -0
- Qwen2.5-0.5B-Instruct-ternary/tritplane/model_layers_13_self_attn_v_proj.npz +3 -0
- Qwen2.5-0.5B-Instruct-ternary/tritplane/model_layers_14_mlp_down_proj.npz +3 -0
- Qwen2.5-0.5B-Instruct-ternary/tritplane/model_layers_14_mlp_gate_proj.npz +3 -0
- Qwen2.5-0.5B-Instruct-ternary/tritplane/model_layers_14_mlp_up_proj.npz +3 -0
- Qwen2.5-0.5B-Instruct-ternary/tritplane/model_layers_14_self_attn_k_proj.npz +3 -0
- Qwen2.5-0.5B-Instruct-ternary/tritplane/model_layers_14_self_attn_o_proj.npz +3 -0
- Qwen2.5-0.5B-Instruct-ternary/tritplane/model_layers_14_self_attn_q_proj.npz +3 -0
- Qwen2.5-0.5B-Instruct-ternary/tritplane/model_layers_14_self_attn_v_proj.npz +3 -0
- Qwen2.5-0.5B-Instruct-ternary/tritplane/model_layers_15_mlp_down_proj.npz +3 -0
- Qwen2.5-0.5B-Instruct-ternary/tritplane/model_layers_15_mlp_gate_proj.npz +3 -0
- Qwen2.5-0.5B-Instruct-ternary/tritplane/model_layers_15_mlp_up_proj.npz +3 -0
- Qwen2.5-0.5B-Instruct-ternary/tritplane/model_layers_15_self_attn_k_proj.npz +3 -0
- Qwen2.5-0.5B-Instruct-ternary/tritplane/model_layers_15_self_attn_o_proj.npz +3 -0
- Qwen2.5-0.5B-Instruct-ternary/tritplane/model_layers_15_self_attn_q_proj.npz +3 -0
Qwen2.5-0.5B-Instruct-ternary/broad_generative_report.json
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{
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"method": "Broad-tritplane3",
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"model": "Qwen/Qwen2.5-0.5B-Instruct",
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"model_info": {
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"model_name": "Qwen/Qwen2.5-0.5B-Instruct",
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"model_family": "causal_lm",
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"model_type": "qwen2",
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"architectures": [
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"Qwen2ForCausalLM"
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],
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"asset_kind": "tokenizer",
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"components": [
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{
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"name": "text_backbone",
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"path": "model.layers",
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"kind": "decoder_stack",
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"module_type": "ModuleList",
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"parameter_count": 357897216,
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"linear_like_count": 168,
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"sample_linear_like_names": [
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"0.self_attn.q_proj",
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"0.self_attn.k_proj",
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"0.self_attn.v_proj",
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"0.self_attn.o_proj",
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"0.mlp.gate_proj",
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| 26 |
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"0.mlp.up_proj",
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"0.mlp.down_proj",
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"1.self_attn.q_proj"
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]
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},
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{
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"name": "lm_head",
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"path": "lm_head",
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"kind": "lm_head",
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"module_type": "Linear",
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"parameter_count": 136134656,
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"linear_like_count": 1,
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"sample_linear_like_names": [
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""
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]
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}
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],
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"default_quantization_components": [
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"text_backbone"
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]
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},
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"config": {
|
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"components": [
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"text_backbone",
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"multimodal_connector"
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],
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"scheme": "tritplane3",
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"group_size": 32,
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| 54 |
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"n_iter": 10,
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"salient_fraction": 0.0,
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| 56 |
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"rescue_fraction": 0.0,
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| 57 |
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"n_planes": 3,
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| 58 |
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"allow_all_linear": false,
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| 59 |
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"target_module_names": [
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"Wqkv",
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| 61 |
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"att_proj",
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| 62 |
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"attn.proj",
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| 63 |
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"attn.qkv",
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| 64 |
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"c_attn",
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| 65 |
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"c_fc",
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| 66 |
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"c_proj",
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| 67 |
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"dense",
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| 68 |
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"dense_4h_to_h",
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| 69 |
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"dense_h_to_4h",
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| 70 |
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"down_proj",
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"fc1",
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"fc2",
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| 73 |
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"ff_proj",
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| 74 |
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"gate_proj",
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| 75 |
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"gate_up_proj",
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| 76 |
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"k",
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| 77 |
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"k_proj",
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| 78 |
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"linear",
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| 79 |
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"o",
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| 80 |
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"o_proj",
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| 81 |
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"out_proj",
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| 82 |
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"per_layer_input_gate",
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| 83 |
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"per_layer_projection",
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| 84 |
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"proj",
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| 85 |
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"q",
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| 86 |
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"q_proj",
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| 87 |
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"qkv",
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| 88 |
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"qkv_proj",
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| 89 |
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"query_key_value",
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| 90 |
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"up_proj",
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| 91 |
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"v",
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| 92 |
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"v_proj",
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| 93 |
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"w1",
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| 94 |
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"w2",
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| 95 |
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"w3",
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| 96 |
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"wi",
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| 97 |
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"wi_0",
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| 98 |
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"wi_1",
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| 99 |
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"wo"
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| 100 |
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],
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| 101 |
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"max_length": 160,
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| 102 |
+
"calibration_batch_size": 1,
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| 103 |
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"calibration_prompts": null,
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| 104 |
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"vlm_use_demo_image": true
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| 105 |
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},
|
| 106 |
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"summary": {
|
| 107 |
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"method_name": "Broad-tritplane3",
|
| 108 |
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"model_family": "causal_lm",
|
| 109 |
+
"selected_components": [
|
| 110 |
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"text_backbone",
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| 111 |
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"multimodal_connector"
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| 112 |
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],
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| 113 |
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"quantized_modules": 168,
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| 114 |
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"quantized_params": 357826560,
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| 115 |
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"quantized_fraction": 0.7242972190864878,
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| 116 |
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"avg_relative_error": 0.15435325905248712,
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| 117 |
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"avg_effective_bits": 9.0,
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| 118 |
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"full_model_effective_bits": 10.929919466394585,
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| 119 |
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"compression_ratio": 1.463871719201044
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| 120 |
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}
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| 121 |
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}
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Qwen2.5-0.5B-Instruct-ternary/metadata.json
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Qwen2.5-0.5B-Instruct-ternary/tritplane/model_layers_0_mlp_down_proj.npz
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version https://git-lfs.github.com/spec/v1
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oid sha256:03d5849496e72c56bd4fb3ff7a0e76d71d0bf422f301d130c461f0fcdeef633d
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size 4906240
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Qwen2.5-0.5B-Instruct-ternary/tritplane/model_layers_0_mlp_gate_proj.npz
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version https://git-lfs.github.com/spec/v1
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Qwen2.5-0.5B-Instruct-ternary/tritplane/model_layers_0_mlp_up_proj.npz
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version https://git-lfs.github.com/spec/v1
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size 4906240
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Qwen2.5-0.5B-Instruct-ternary/tritplane/model_layers_0_self_attn_k_proj.npz
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version https://git-lfs.github.com/spec/v1
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oid sha256:fddc3e1201e794252fe8aaa8c6b4849cdbbcb04249d21117b2247c7566ada862
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size 132352
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Qwen2.5-0.5B-Instruct-ternary/tritplane/model_layers_0_self_attn_o_proj.npz
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Qwen2.5-0.5B-Instruct-ternary/tritplane/model_layers_0_self_attn_q_proj.npz
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version https://git-lfs.github.com/spec/v1
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size 906496
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Qwen2.5-0.5B-Instruct-ternary/tritplane/model_layers_0_self_attn_v_proj.npz
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version https://git-lfs.github.com/spec/v1
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size 132352
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Qwen2.5-0.5B-Instruct-ternary/tritplane/model_layers_10_mlp_down_proj.npz
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version https://git-lfs.github.com/spec/v1
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size 4906240
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Qwen2.5-0.5B-Instruct-ternary/tritplane/model_layers_10_mlp_gate_proj.npz
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version https://git-lfs.github.com/spec/v1
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size 4906240
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Qwen2.5-0.5B-Instruct-ternary/tritplane/model_layers_10_mlp_up_proj.npz
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version https://git-lfs.github.com/spec/v1
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oid sha256:ea7632d9c136ec88c0d79ea63d946bf45519af235e6cb76d3b8048270d07751d
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size 4906240
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Qwen2.5-0.5B-Instruct-ternary/tritplane/model_layers_10_self_attn_k_proj.npz
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version https://git-lfs.github.com/spec/v1
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oid sha256:ff063836962dc9e781437ec78e96679bca8422f390f4588768a354a2e176aea5
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size 132352
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Qwen2.5-0.5B-Instruct-ternary/tritplane/model_layers_10_self_attn_o_proj.npz
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version https://git-lfs.github.com/spec/v1
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