{ "method": "Broad-tritplane3", "model": "openai/whisper-small", "model_info": { "model_name": "openai/whisper-small", "model_family": "seq2seq_lm", "model_type": "whisper", "architectures": [ "WhisperForConditionalGeneration" ], "asset_kind": "tokenizer", "components": [ { "name": "encoder", "path": "model.encoder.layers", "kind": "encoder_stack", "module_type": "ModuleList", "parameter_count": 85045248, "linear_like_count": 72, "sample_linear_like_names": [ "0.self_attn.k_proj", "0.self_attn.v_proj", "0.self_attn.q_proj", "0.self_attn.out_proj", "0.fc1", "0.fc2", "1.self_attn.k_proj", "1.self_attn.v_proj" ] }, { "name": "decoder", "path": "model.decoder.layers", "kind": "decoder_stack", "module_type": "ModuleList", "parameter_count": 113402880, "linear_like_count": 120, "sample_linear_like_names": [ "0.self_attn.k_proj", "0.self_attn.v_proj", "0.self_attn.q_proj", "0.self_attn.out_proj", "0.encoder_attn.k_proj", "0.encoder_attn.v_proj", "0.encoder_attn.q_proj", "0.encoder_attn.out_proj" ] } ], "default_quantization_components": [ "decoder" ] }, "config": { "components": [ "decoder" ], "scheme": "tritplane3", "group_size": 32, "n_iter": 10, "salient_fraction": 0.0, "rescue_fraction": 0.0, "n_planes": 3, "allow_all_linear": false, "target_module_names": [ "Wqkv", "att_proj", "attn.proj", "attn.qkv", "c_attn", "c_fc", "c_proj", "dense", "dense_4h_to_h", "dense_h_to_4h", "down_proj", "fc1", "fc2", "ff_proj", "gate_proj", "gate_up_proj", "k", "k_proj", "linear", "o", "o_proj", "out_proj", "per_layer_input_gate", "per_layer_projection", "proj", "q", "q_proj", "qkv", "qkv_proj", "query_key_value", "up_proj", "v", "v_proj", "w1", "w2", "w3", "wi", "wi_0", "wi_1", "wo" ], "max_length": 160, "calibration_batch_size": 2, "calibration_prompts": null, "vlm_use_demo_image": true }, "summary": { "method_name": "Broad-tritplane3", "model_family": "seq2seq_lm", "selected_components": [ "decoder" ], "quantized_modules": 120, "quantized_params": 113246208, "quantized_fraction": 0.468472704513612, "avg_relative_error": 0.14943691343576185, "avg_effective_bits": 9.0, "full_model_effective_bits": 12.720691068404715, "compression_ratio": 1.2577933002193833 } }