default_stage: default_modifiers: QuantizationModifier: targets: [Linear] ignore: [lm_head, model.layers.0.linear_attn, model.layers.0.linear_attn.act, model.layers.0.linear_attn.conv1d, model.layers.0.linear_attn.in_proj_ba, model.layers.0.linear_attn.in_proj_qkvz, model.layers.0.linear_attn.norm, model.layers.0.linear_attn.out_proj, model.layers.0.mlp.gate, model.layers.0.mlp.shared_expert_gate, model.layers.1.linear_attn, model.layers.1.linear_attn.act, model.layers.1.linear_attn.conv1d, model.layers.1.linear_attn.in_proj_ba, model.layers.1.linear_attn.in_proj_qkvz, model.layers.1.linear_attn.norm, model.layers.1.linear_attn.out_proj, model.layers.1.mlp.gate, model.layers.1.mlp.shared_expert_gate, model.layers.10.linear_attn, model.layers.10.linear_attn.act, model.layers.10.linear_attn.conv1d, model.layers.10.linear_attn.in_proj_ba, model.layers.10.linear_attn.in_proj_qkvz, model.layers.10.linear_attn.norm, model.layers.10.linear_attn.out_proj, model.layers.10.mlp.gate, model.layers.10.mlp.shared_expert_gate, model.layers.11.mlp.gate, model.layers.11.mlp.shared_expert_gate, model.layers.11.self_attn.k_proj, model.layers.11.self_attn.q_proj, model.layers.11.self_attn.v_proj, model.layers.12.linear_attn, model.layers.12.linear_attn.act, model.layers.12.linear_attn.conv1d, model.layers.12.linear_attn.in_proj_ba, model.layers.12.linear_attn.in_proj_qkvz, model.layers.12.linear_attn.norm, model.layers.12.linear_attn.out_proj, model.layers.12.mlp.gate, model.layers.12.mlp.shared_expert_gate, model.layers.13.linear_attn, model.layers.13.linear_attn.act, model.layers.13.linear_attn.conv1d, model.layers.13.linear_attn.in_proj_ba, model.layers.13.linear_attn.in_proj_qkvz, model.layers.13.linear_attn.norm, model.layers.13.linear_attn.out_proj, model.layers.13.mlp.gate, model.layers.13.mlp.shared_expert_gate, model.layers.14.linear_attn, model.layers.14.linear_attn.act, model.layers.14.linear_attn.conv1d, model.layers.14.linear_attn.in_proj_ba, model.layers.14.linear_attn.in_proj_qkvz, model.layers.14.linear_attn.norm, model.layers.14.linear_attn.out_proj, model.layers.14.mlp.gate, model.layers.14.mlp.shared_expert_gate, model.layers.15.mlp.gate, model.layers.15.mlp.shared_expert_gate, model.layers.15.self_attn.k_proj, model.layers.15.self_attn.q_proj, model.layers.15.self_attn.v_proj, model.layers.16.linear_attn, model.layers.16.linear_attn.act, model.layers.16.linear_attn.conv1d, model.layers.16.linear_attn.in_proj_ba, model.layers.16.linear_attn.in_proj_qkvz, model.layers.16.linear_attn.norm, model.layers.16.linear_attn.out_proj, model.layers.16.mlp.gate, model.layers.16.mlp.shared_expert_gate, model.layers.17.linear_attn, model.layers.17.linear_attn.act, model.layers.17.linear_attn.conv1d, model.layers.17.linear_attn.in_proj_ba, model.layers.17.linear_attn.in_proj_qkvz, model.layers.17.linear_attn.norm, model.layers.17.linear_attn.out_proj, model.layers.17.mlp.gate, model.layers.17.mlp.shared_expert_gate, model.layers.18.linear_attn, model.layers.18.linear_attn.act, model.layers.18.linear_attn.conv1d, model.layers.18.linear_attn.in_proj_ba, model.layers.18.linear_attn.in_proj_qkvz, model.layers.18.linear_attn.norm, model.layers.18.linear_attn.out_proj, model.layers.18.mlp.gate, model.layers.18.mlp.shared_expert_gate, model.layers.19.mlp.gate, model.layers.19.mlp.shared_expert_gate, model.layers.19.self_attn.k_proj, model.layers.19.self_attn.q_proj, model.layers.19.self_attn.v_proj, model.layers.2.linear_attn, model.layers.2.linear_attn.act, model.layers.2.linear_attn.conv1d, model.layers.2.linear_attn.in_proj_ba, model.layers.2.linear_attn.in_proj_qkvz, model.layers.2.linear_attn.norm, model.layers.2.linear_attn.out_proj, model.layers.2.mlp.gate, model.layers.2.mlp.shared_expert_gate, model.layers.20.linear_attn, model.layers.20.linear_attn.act, model.layers.20.linear_attn.conv1d, model.layers.20.linear_attn.in_proj_ba, model.layers.20.linear_attn.in_proj_qkvz, 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model.layers.24.linear_attn.act, model.layers.24.linear_attn.conv1d, model.layers.24.linear_attn.in_proj_ba, model.layers.24.linear_attn.in_proj_qkvz, model.layers.24.linear_attn.norm, model.layers.24.linear_attn.out_proj, model.layers.24.mlp.gate, model.layers.24.mlp.shared_expert_gate, model.layers.25.linear_attn, model.layers.25.linear_attn.act, model.layers.25.linear_attn.conv1d, model.layers.25.linear_attn.in_proj_ba, model.layers.25.linear_attn.in_proj_qkvz, model.layers.25.linear_attn.norm, model.layers.25.linear_attn.out_proj, model.layers.25.mlp.gate, model.layers.25.mlp.shared_expert_gate, model.layers.26.linear_attn, model.layers.26.linear_attn.act, model.layers.26.linear_attn.conv1d, model.layers.26.linear_attn.in_proj_ba, model.layers.26.linear_attn.in_proj_qkvz, model.layers.26.linear_attn.norm, model.layers.26.linear_attn.out_proj, model.layers.26.mlp.gate, model.layers.26.mlp.shared_expert_gate, model.layers.27.mlp.gate, model.layers.27.mlp.shared_expert_gate, model.layers.27.self_attn.k_proj, model.layers.27.self_attn.q_proj, model.layers.27.self_attn.v_proj, model.layers.28.linear_attn, model.layers.28.linear_attn.act, model.layers.28.linear_attn.conv1d, model.layers.28.linear_attn.in_proj_ba, model.layers.28.linear_attn.in_proj_qkvz, model.layers.28.linear_attn.norm, model.layers.28.linear_attn.out_proj, model.layers.28.mlp.gate, model.layers.28.mlp.shared_expert_gate, model.layers.29.linear_attn, model.layers.29.linear_attn.act, model.layers.29.linear_attn.conv1d, model.layers.29.linear_attn.in_proj_ba, model.layers.29.linear_attn.in_proj_qkvz, model.layers.29.linear_attn.norm, model.layers.29.linear_attn.out_proj, model.layers.29.mlp.gate, model.layers.29.mlp.shared_expert_gate, model.layers.3.mlp.gate, model.layers.3.mlp.shared_expert_gate, model.layers.3.self_attn.k_proj, model.layers.3.self_attn.q_proj, model.layers.3.self_attn.v_proj, model.layers.30.linear_attn, model.layers.30.linear_attn.act, model.layers.30.linear_attn.conv1d, model.layers.30.linear_attn.in_proj_ba, model.layers.30.linear_attn.in_proj_qkvz, model.layers.30.linear_attn.norm, model.layers.30.linear_attn.out_proj, model.layers.30.mlp.gate, model.layers.30.mlp.shared_expert_gate, model.layers.31.mlp.gate, model.layers.31.mlp.shared_expert_gate, model.layers.31.self_attn.k_proj, model.layers.31.self_attn.q_proj, model.layers.31.self_attn.v_proj, model.layers.32.linear_attn, model.layers.32.linear_attn.act, model.layers.32.linear_attn.conv1d, model.layers.32.linear_attn.in_proj_ba, model.layers.32.linear_attn.in_proj_qkvz, model.layers.32.linear_attn.norm, model.layers.32.linear_attn.out_proj, model.layers.32.mlp.gate, model.layers.32.mlp.shared_expert_gate, model.layers.33.linear_attn, model.layers.33.linear_attn.act, model.layers.33.linear_attn.conv1d, model.layers.33.linear_attn.in_proj_ba, model.layers.33.linear_attn.in_proj_qkvz, model.layers.33.linear_attn.norm, model.layers.33.linear_attn.out_proj, model.layers.33.mlp.gate, model.layers.33.mlp.shared_expert_gate, model.layers.34.linear_attn, model.layers.34.linear_attn.act, model.layers.34.linear_attn.conv1d, model.layers.34.linear_attn.in_proj_ba, model.layers.34.linear_attn.in_proj_qkvz, model.layers.34.linear_attn.norm, model.layers.34.linear_attn.out_proj, model.layers.34.mlp.gate, model.layers.34.mlp.shared_expert_gate, model.layers.35.mlp.gate, model.layers.35.mlp.shared_expert_gate, model.layers.35.self_attn.k_proj, model.layers.35.self_attn.q_proj, model.layers.35.self_attn.v_proj, model.layers.36.linear_attn, model.layers.36.linear_attn.act, model.layers.36.linear_attn.conv1d, model.layers.36.linear_attn.in_proj_ba, model.layers.36.linear_attn.in_proj_qkvz, model.layers.36.linear_attn.norm, model.layers.36.linear_attn.out_proj, model.layers.36.mlp.gate, model.layers.36.mlp.shared_expert_gate, model.layers.37.linear_attn, model.layers.37.linear_attn.act, model.layers.37.linear_attn.conv1d, model.layers.37.linear_attn.in_proj_ba, model.layers.37.linear_attn.in_proj_qkvz, model.layers.37.linear_attn.norm, model.layers.37.linear_attn.out_proj, model.layers.37.mlp.gate, model.layers.37.mlp.shared_expert_gate, model.layers.38.linear_attn, model.layers.38.linear_attn.act, model.layers.38.linear_attn.conv1d, model.layers.38.linear_attn.in_proj_ba, model.layers.38.linear_attn.in_proj_qkvz, model.layers.38.linear_attn.norm, model.layers.38.linear_attn.out_proj, model.layers.38.mlp.gate, model.layers.38.mlp.shared_expert_gate, model.layers.39.mlp.gate, model.layers.39.mlp.shared_expert_gate, model.layers.39.self_attn.k_proj, model.layers.39.self_attn.q_proj, model.layers.39.self_attn.v_proj, model.layers.4.linear_attn, model.layers.4.linear_attn.act, model.layers.4.linear_attn.conv1d, model.layers.4.linear_attn.in_proj_ba, model.layers.4.linear_attn.in_proj_qkvz, model.layers.4.linear_attn.norm, model.layers.4.linear_attn.out_proj, model.layers.4.mlp.gate, model.layers.4.mlp.shared_expert_gate, model.layers.40.linear_attn, model.layers.40.linear_attn.act, model.layers.40.linear_attn.conv1d, model.layers.40.linear_attn.in_proj_ba, model.layers.40.linear_attn.in_proj_qkvz, model.layers.40.linear_attn.norm, model.layers.40.linear_attn.out_proj, model.layers.40.mlp.gate, model.layers.40.mlp.shared_expert_gate, model.layers.41.linear_attn, model.layers.41.linear_attn.act, model.layers.41.linear_attn.conv1d, model.layers.41.linear_attn.in_proj_ba, model.layers.41.linear_attn.in_proj_qkvz, model.layers.41.linear_attn.norm, model.layers.41.linear_attn.out_proj, model.layers.41.mlp.gate, model.layers.41.mlp.shared_expert_gate, model.layers.42.linear_attn, model.layers.42.linear_attn.act, model.layers.42.linear_attn.conv1d, model.layers.42.linear_attn.in_proj_ba, model.layers.42.linear_attn.in_proj_qkvz, model.layers.42.linear_attn.norm, model.layers.42.linear_attn.out_proj, model.layers.42.mlp.gate, model.layers.42.mlp.shared_expert_gate, model.layers.43.mlp.gate, model.layers.43.mlp.shared_expert_gate, model.layers.43.self_attn.k_proj, model.layers.43.self_attn.q_proj, model.layers.43.self_attn.v_proj, model.layers.44.linear_attn, model.layers.44.linear_attn.act, model.layers.44.linear_attn.conv1d, model.layers.44.linear_attn.in_proj_ba, model.layers.44.linear_attn.in_proj_qkvz, model.layers.44.linear_attn.norm, model.layers.44.linear_attn.out_proj, model.layers.44.mlp.gate, model.layers.44.mlp.shared_expert_gate, model.layers.45.linear_attn, model.layers.45.linear_attn.act, model.layers.45.linear_attn.conv1d, model.layers.45.linear_attn.in_proj_ba, model.layers.45.linear_attn.in_proj_qkvz, model.layers.45.linear_attn.norm, model.layers.45.linear_attn.out_proj, model.layers.45.mlp.gate, model.layers.45.mlp.shared_expert_gate, model.layers.46.linear_attn, model.layers.46.linear_attn.act, model.layers.46.linear_attn.conv1d, model.layers.46.linear_attn.in_proj_ba, model.layers.46.linear_attn.in_proj_qkvz, model.layers.46.linear_attn.norm, model.layers.46.linear_attn.out_proj, model.layers.46.mlp.gate, model.layers.46.mlp.shared_expert_gate, model.layers.47.mlp.gate, model.layers.47.mlp.shared_expert_gate, model.layers.47.self_attn.k_proj, model.layers.47.self_attn.q_proj, model.layers.47.self_attn.v_proj, model.layers.5.linear_attn, model.layers.5.linear_attn.act, model.layers.5.linear_attn.conv1d, model.layers.5.linear_attn.in_proj_ba, model.layers.5.linear_attn.in_proj_qkvz, model.layers.5.linear_attn.norm, model.layers.5.linear_attn.out_proj, model.layers.5.mlp.gate, model.layers.5.mlp.shared_expert_gate, model.layers.6.linear_attn, model.layers.6.linear_attn.act, model.layers.6.linear_attn.conv1d, model.layers.6.linear_attn.in_proj_ba, model.layers.6.linear_attn.in_proj_qkvz, model.layers.6.linear_attn.norm, model.layers.6.linear_attn.out_proj, model.layers.6.mlp.gate, model.layers.6.mlp.shared_expert_gate, model.layers.7.mlp.gate, model.layers.7.mlp.shared_expert_gate, model.layers.7.self_attn.k_proj, model.layers.7.self_attn.q_proj, model.layers.7.self_attn.v_proj, model.layers.8.linear_attn, model.layers.8.linear_attn.act, model.layers.8.linear_attn.conv1d, model.layers.8.linear_attn.in_proj_ba, model.layers.8.linear_attn.in_proj_qkvz, model.layers.8.linear_attn.norm, model.layers.8.linear_attn.out_proj, model.layers.8.mlp.gate, model.layers.8.mlp.shared_expert_gate, model.layers.9.linear_attn, model.layers.9.linear_attn.act, model.layers.9.linear_attn.conv1d, model.layers.9.linear_attn.in_proj_ba, model.layers.9.linear_attn.in_proj_qkvz, model.layers.9.linear_attn.norm, model.layers.9.linear_attn.out_proj, model.layers.9.mlp.gate, model.layers.9.mlp.shared_expert_gate] scheme: NVFP4 kv_cache_scheme: num_bits: 8 type: float symmetric: true group_size: null strategy: tensor block_structure: null dynamic: false actorder: null scale_dtype: null zp_dtype: null observer: minmax observer_kwargs: {}