{ "BaseQuant": "IQ2_M", "DisplayName": "MQ-IQ2_M_2", "DownloadTarget": "./../../resolve/main/Qwen3.8-27B-MQ-IQ2_M_2.gguf?download=true", "FileName": "Qwen3.8-27B-MQ-IQ2_M_2.gguf", "IsExternalReference": false, "IsHybrid": true, "Provider": "MagicQuant", "QuantFamily": "IQ2_M", "ShortName": "MQ-IQ2_M_2", "SourceFileName": "Qwen3.8-27B-MQ-IQ2_M_2.gguf", "SourceKld": 0.092394, "SourceName": "MQ-IQ2_M_2", "SourcePpl": 6.009092, "SourcePplDeltaPercent": 7.161694159607668, "SourceRun": "Unsloth Dynamic V2", "SourceSizeBytes": 10769770176, "SourceSizeGB": 10.769770176000002, "SourceSizeGiB": 10.030130088329315, "TensorTypes": { "blk.0.attn_gate.weight": "IQ3_XXS", "blk.0.attn_norm.weight": "F32", "blk.0.attn_qkv.weight": "IQ3_XXS", "blk.0.ffn_down.weight": "IQ3_XXS", "blk.0.ffn_gate.weight": "IQ3_XXS", "blk.0.ffn_up.weight": "IQ3_XXS", "blk.0.post_attention_norm.weight": "F32", "blk.0.ssm_a": "F32", "blk.0.ssm_alpha.weight": "F32", "blk.0.ssm_beta.weight": "IQ1_M", "blk.0.ssm_conv1d.weight": "F32", "blk.0.ssm_dt.bias": "F32", "blk.0.ssm_norm.weight": "F32", "blk.0.ssm_out.weight": "IQ3_S", "blk.1.attn_gate.weight": "IQ3_XXS", "blk.1.attn_norm.weight": "F32", "blk.1.attn_qkv.weight": "IQ3_XXS", "blk.1.ffn_down.weight": "IQ3_XXS", "blk.1.ffn_gate.weight": "IQ3_XXS", "blk.1.ffn_up.weight": "IQ3_XXS", "blk.1.post_attention_norm.weight": "F32", "blk.1.ssm_a": "F32", "blk.1.ssm_alpha.weight": "F32", "blk.1.ssm_beta.weight": "IQ1_M", "blk.1.ssm_conv1d.weight": "F32", "blk.1.ssm_dt.bias": "F32", "blk.1.ssm_norm.weight": "F32", "blk.1.ssm_out.weight": "IQ3_S", "blk.10.attn_gate.weight": "IQ3_XXS", "blk.10.attn_norm.weight": "F32", "blk.10.attn_qkv.weight": "IQ3_XXS", "blk.10.ffn_down.weight": "IQ3_XXS", "blk.10.ffn_gate.weight": "IQ3_XXS", "blk.10.ffn_up.weight": "IQ3_XXS", "blk.10.post_attention_norm.weight": "F32", "blk.10.ssm_a": "F32", "blk.10.ssm_alpha.weight": "F32", "blk.10.ssm_beta.weight": "IQ1_M", "blk.10.ssm_conv1d.weight": "F32", "blk.10.ssm_dt.bias": "F32", "blk.10.ssm_norm.weight": "F32", "blk.10.ssm_out.weight": "IQ3_S", "blk.11.attn_k.weight": "Q5_K", "blk.11.attn_k_norm.weight": "F32", "blk.11.attn_norm.weight": "F32", "blk.11.attn_output.weight": "IQ3_S", "blk.11.attn_q.weight": "IQ3_S", "blk.11.attn_q_norm.weight": "F32", "blk.11.attn_v.weight": "Q6_K", "blk.11.ffn_down.weight": "IQ3_XXS", "blk.11.ffn_gate.weight": "IQ3_XXS", "blk.11.ffn_up.weight": "IQ3_XXS", "blk.11.post_attention_norm.weight": "F32", "blk.12.attn_gate.weight": "IQ3_XXS", "blk.12.attn_norm.weight": "F32", "blk.12.attn_qkv.weight": "IQ3_XXS", "blk.12.ffn_down.weight": "IQ3_XXS", "blk.12.ffn_gate.weight": "IQ3_XXS", "blk.12.ffn_up.weight": "IQ3_XXS", "blk.12.post_attention_norm.weight": "F32", "blk.12.ssm_a": "F32", "blk.12.ssm_alpha.weight": "F32", "blk.12.ssm_beta.weight": "IQ1_M", "blk.12.ssm_conv1d.weight": "F32", "blk.12.ssm_dt.bias": "F32", "blk.12.ssm_norm.weight": "F32", "blk.12.ssm_out.weight": "IQ3_S", "blk.13.attn_gate.weight": "IQ3_XXS", "blk.13.attn_norm.weight": "F32", "blk.13.attn_qkv.weight": "IQ3_XXS", "blk.13.ffn_down.weight": "IQ3_XXS", "blk.13.ffn_gate.weight": "IQ3_XXS", "blk.13.ffn_up.weight": "IQ3_XXS", "blk.13.post_attention_norm.weight": "F32", "blk.13.ssm_a": "F32", "blk.13.ssm_alpha.weight": "F32", "blk.13.ssm_beta.weight": "IQ1_M", "blk.13.ssm_conv1d.weight": "F32", "blk.13.ssm_dt.bias": "F32", "blk.13.ssm_norm.weight": "F32", "blk.13.ssm_out.weight": "IQ3_S", "blk.14.attn_gate.weight": "IQ3_XXS", "blk.14.attn_norm.weight": "F32", "blk.14.attn_qkv.weight": "IQ3_XXS", "blk.14.ffn_down.weight": "IQ3_XXS", "blk.14.ffn_gate.weight": "IQ3_XXS", "blk.14.ffn_up.weight": "IQ3_XXS", "blk.14.post_attention_norm.weight": "F32", "blk.14.ssm_a": "F32", "blk.14.ssm_alpha.weight": "F32", "blk.14.ssm_beta.weight": "IQ1_M", "blk.14.ssm_conv1d.weight": "F32", "blk.14.ssm_dt.bias": "F32", "blk.14.ssm_norm.weight": "F32", "blk.14.ssm_out.weight": "IQ3_S", "blk.15.attn_k.weight": "Q5_K", "blk.15.attn_k_norm.weight": "F32", "blk.15.attn_norm.weight": "F32", "blk.15.attn_output.weight": "IQ3_S", "blk.15.attn_q.weight": "IQ3_S", "blk.15.attn_q_norm.weight": "F32", "blk.15.attn_v.weight": "Q6_K", "blk.15.ffn_down.weight": "IQ3_XXS", "blk.15.ffn_gate.weight": "IQ3_XXS", "blk.15.ffn_up.weight": "IQ3_XXS", "blk.15.post_attention_norm.weight": "F32", "blk.16.attn_gate.weight": "IQ3_XXS", "blk.16.attn_norm.weight": "F32", "blk.16.attn_qkv.weight": "IQ3_XXS", "blk.16.ffn_down.weight": "IQ3_XXS", "blk.16.ffn_gate.weight": "IQ3_XXS", "blk.16.ffn_up.weight": "IQ3_XXS", "blk.16.post_attention_norm.weight": "F32", "blk.16.ssm_a": "F32", "blk.16.ssm_alpha.weight": "F32", "blk.16.ssm_beta.weight": "IQ1_M", "blk.16.ssm_conv1d.weight": "F32", "blk.16.ssm_dt.bias": "F32", "blk.16.ssm_norm.weight": "F32", "blk.16.ssm_out.weight": "IQ3_S", "blk.17.attn_gate.weight": "IQ3_XXS", "blk.17.attn_norm.weight": "F32", "blk.17.attn_qkv.weight": "IQ3_XXS", "blk.17.ffn_down.weight": "IQ3_XXS", "blk.17.ffn_gate.weight": "IQ3_XXS", "blk.17.ffn_up.weight": "IQ3_XXS", "blk.17.post_attention_norm.weight": "F32", "blk.17.ssm_a": "F32", "blk.17.ssm_alpha.weight": "F32", "blk.17.ssm_beta.weight": "IQ1_M", "blk.17.ssm_conv1d.weight": "F32", "blk.17.ssm_dt.bias": "F32", "blk.17.ssm_norm.weight": "F32", "blk.17.ssm_out.weight": "IQ3_S", "blk.18.attn_gate.weight": "IQ3_XXS", "blk.18.attn_norm.weight": "F32", "blk.18.attn_qkv.weight": "IQ3_XXS", "blk.18.ffn_down.weight": "IQ3_XXS", "blk.18.ffn_gate.weight": "IQ3_XXS", "blk.18.ffn_up.weight": "IQ3_XXS", "blk.18.post_attention_norm.weight": "F32", "blk.18.ssm_a": "F32", "blk.18.ssm_alpha.weight": "F32", "blk.18.ssm_beta.weight": "IQ1_M", "blk.18.ssm_conv1d.weight": "F32", "blk.18.ssm_dt.bias": "F32", "blk.18.ssm_norm.weight": "F32", "blk.18.ssm_out.weight": "IQ3_S", "blk.19.attn_k.weight": "Q5_K", "blk.19.attn_k_norm.weight": "F32", "blk.19.attn_norm.weight": "F32", "blk.19.attn_output.weight": "IQ3_S", "blk.19.attn_q.weight": "IQ3_S", "blk.19.attn_q_norm.weight": "F32", "blk.19.attn_v.weight": "Q6_K", "blk.19.ffn_down.weight": "IQ3_XXS", "blk.19.ffn_gate.weight": "IQ3_XXS", "blk.19.ffn_up.weight": "IQ3_XXS", "blk.19.post_attention_norm.weight": "F32", "blk.2.attn_gate.weight": "IQ3_XXS", "blk.2.attn_norm.weight": "F32", "blk.2.attn_qkv.weight": "IQ3_XXS", "blk.2.ffn_down.weight": "IQ3_XXS", "blk.2.ffn_gate.weight": "IQ3_XXS", "blk.2.ffn_up.weight": "IQ3_XXS", "blk.2.post_attention_norm.weight": "F32", "blk.2.ssm_a": "F32", "blk.2.ssm_alpha.weight": "F32", "blk.2.ssm_beta.weight": "IQ1_M", "blk.2.ssm_conv1d.weight": "F32", "blk.2.ssm_dt.bias": "F32", "blk.2.ssm_norm.weight": "F32", "blk.2.ssm_out.weight": "IQ3_S", "blk.20.attn_gate.weight": "IQ3_XXS", "blk.20.attn_norm.weight": "F32", "blk.20.attn_qkv.weight": "IQ3_XXS", "blk.20.ffn_down.weight": "IQ3_XXS", "blk.20.ffn_gate.weight": "IQ3_XXS", "blk.20.ffn_up.weight": "IQ3_XXS", "blk.20.post_attention_norm.weight": "F32", "blk.20.ssm_a": "F32", "blk.20.ssm_alpha.weight": "F32", "blk.20.ssm_beta.weight": "IQ1_M", "blk.20.ssm_conv1d.weight": "F32", "blk.20.ssm_dt.bias": "F32", "blk.20.ssm_norm.weight": "F32", "blk.20.ssm_out.weight": "IQ3_S", "blk.21.attn_gate.weight": "IQ3_XXS", "blk.21.attn_norm.weight": "F32", "blk.21.attn_qkv.weight": "IQ3_XXS", "blk.21.ffn_down.weight": "IQ3_XXS", "blk.21.ffn_gate.weight": "IQ3_XXS", "blk.21.ffn_up.weight": "IQ3_XXS", "blk.21.post_attention_norm.weight": "F32", "blk.21.ssm_a": "F32", "blk.21.ssm_alpha.weight": "F32", "blk.21.ssm_beta.weight": "IQ1_M", "blk.21.ssm_conv1d.weight": "F32", "blk.21.ssm_dt.bias": "F32", "blk.21.ssm_norm.weight": "F32", "blk.21.ssm_out.weight": "IQ3_S", "blk.22.attn_gate.weight": "IQ3_XXS", "blk.22.attn_norm.weight": "F32", "blk.22.attn_qkv.weight": "IQ3_XXS", "blk.22.ffn_down.weight": "IQ3_XXS", "blk.22.ffn_gate.weight": "IQ3_XXS", "blk.22.ffn_up.weight": "IQ3_XXS", "blk.22.post_attention_norm.weight": "F32", "blk.22.ssm_a": "F32", "blk.22.ssm_alpha.weight": "F32", "blk.22.ssm_beta.weight": "IQ1_M", "blk.22.ssm_conv1d.weight": "F32", "blk.22.ssm_dt.bias": "F32", "blk.22.ssm_norm.weight": "F32", "blk.22.ssm_out.weight": "IQ3_S", "blk.23.attn_k.weight": "Q5_K", "blk.23.attn_k_norm.weight": "F32", "blk.23.attn_norm.weight": "F32", "blk.23.attn_output.weight": "IQ3_S", "blk.23.attn_q.weight": "IQ3_S", "blk.23.attn_q_norm.weight": "F32", "blk.23.attn_v.weight": "Q6_K", "blk.23.ffn_down.weight": "IQ3_XXS", "blk.23.ffn_gate.weight": "IQ3_XXS", "blk.23.ffn_up.weight": "IQ3_XXS", "blk.23.post_attention_norm.weight": "F32", "blk.24.attn_gate.weight": "IQ3_XXS", "blk.24.attn_norm.weight": "F32", "blk.24.attn_qkv.weight": "IQ3_XXS", "blk.24.ffn_down.weight": "IQ3_XXS", "blk.24.ffn_gate.weight": "IQ3_XXS", "blk.24.ffn_up.weight": "IQ3_XXS", "blk.24.post_attention_norm.weight": "F32", "blk.24.ssm_a": "F32", "blk.24.ssm_alpha.weight": "F32", "blk.24.ssm_beta.weight": "IQ1_M", "blk.24.ssm_conv1d.weight": "F32", "blk.24.ssm_dt.bias": "F32", "blk.24.ssm_norm.weight": "F32", "blk.24.ssm_out.weight": "IQ3_S", "blk.25.attn_gate.weight": "IQ3_XXS", "blk.25.attn_norm.weight": "F32", "blk.25.attn_qkv.weight": "IQ3_XXS", "blk.25.ffn_down.weight": "IQ3_XXS", "blk.25.ffn_gate.weight": "IQ3_XXS", "blk.25.ffn_up.weight": "IQ3_XXS", "blk.25.post_attention_norm.weight": "F32", "blk.25.ssm_a": "F32", "blk.25.ssm_alpha.weight": "F32", "blk.25.ssm_beta.weight": "IQ1_M", "blk.25.ssm_conv1d.weight": "F32", "blk.25.ssm_dt.bias": "F32", "blk.25.ssm_norm.weight": "F32", "blk.25.ssm_out.weight": "IQ3_S", "blk.26.attn_gate.weight": "IQ3_XXS", "blk.26.attn_norm.weight": "F32", "blk.26.attn_qkv.weight": "IQ3_XXS", "blk.26.ffn_down.weight": "IQ3_XXS", "blk.26.ffn_gate.weight": "IQ3_XXS", "blk.26.ffn_up.weight": "IQ3_XXS", "blk.26.post_attention_norm.weight": "F32", "blk.26.ssm_a": "F32", "blk.26.ssm_alpha.weight": "F32", "blk.26.ssm_beta.weight": "IQ1_M", "blk.26.ssm_conv1d.weight": "F32", "blk.26.ssm_dt.bias": "F32", "blk.26.ssm_norm.weight": "F32", "blk.26.ssm_out.weight": "IQ3_S", "blk.27.attn_k.weight": "Q5_K", "blk.27.attn_k_norm.weight": "F32", "blk.27.attn_norm.weight": "F32", "blk.27.attn_output.weight": "IQ3_S", "blk.27.attn_q.weight": "IQ3_S", "blk.27.attn_q_norm.weight": "F32", "blk.27.attn_v.weight": "Q6_K", "blk.27.ffn_down.weight": "IQ3_XXS", "blk.27.ffn_gate.weight": "IQ3_XXS", "blk.27.ffn_up.weight": "IQ3_XXS", "blk.27.post_attention_norm.weight": "F32", "blk.28.attn_gate.weight": "IQ3_XXS", "blk.28.attn_norm.weight": "F32", "blk.28.attn_qkv.weight": "IQ3_XXS", "blk.28.ffn_down.weight": "IQ3_XXS", "blk.28.ffn_gate.weight": "IQ3_XXS", "blk.28.ffn_up.weight": "IQ3_XXS", "blk.28.post_attention_norm.weight": "F32", "blk.28.ssm_a": "F32", "blk.28.ssm_alpha.weight": "F32", "blk.28.ssm_beta.weight": "IQ1_M", "blk.28.ssm_conv1d.weight": "F32", "blk.28.ssm_dt.bias": "F32", "blk.28.ssm_norm.weight": "F32", "blk.28.ssm_out.weight": "IQ3_S", "blk.29.attn_gate.weight": "IQ3_XXS", "blk.29.attn_norm.weight": "F32", "blk.29.attn_qkv.weight": "IQ3_XXS", "blk.29.ffn_down.weight": "IQ3_XXS", "blk.29.ffn_gate.weight": "IQ3_XXS", "blk.29.ffn_up.weight": "IQ3_XXS", "blk.29.post_attention_norm.weight": "F32", "blk.29.ssm_a": "F32", "blk.29.ssm_alpha.weight": "F32", "blk.29.ssm_beta.weight": "IQ1_M", "blk.29.ssm_conv1d.weight": "F32", "blk.29.ssm_dt.bias": "F32", "blk.29.ssm_norm.weight": "F32", "blk.29.ssm_out.weight": "IQ3_S", "blk.3.attn_k.weight": "Q5_K", "blk.3.attn_k_norm.weight": "F32", "blk.3.attn_norm.weight": "F32", "blk.3.attn_output.weight": "IQ3_S", "blk.3.attn_q.weight": "IQ3_S", "blk.3.attn_q_norm.weight": "F32", "blk.3.attn_v.weight": "Q6_K", "blk.3.ffn_down.weight": "IQ3_XXS", "blk.3.ffn_gate.weight": "IQ3_XXS", "blk.3.ffn_up.weight": "IQ3_XXS", "blk.3.post_attention_norm.weight": "F32", "blk.30.attn_gate.weight": "IQ3_XXS", "blk.30.attn_norm.weight": "F32", "blk.30.attn_qkv.weight": "IQ3_XXS", "blk.30.ffn_down.weight": "IQ3_XXS", "blk.30.ffn_gate.weight": "IQ3_XXS", "blk.30.ffn_up.weight": "IQ3_XXS", "blk.30.post_attention_norm.weight": "F32", "blk.30.ssm_a": "F32", "blk.30.ssm_alpha.weight": "F32", "blk.30.ssm_beta.weight": "IQ1_M", "blk.30.ssm_conv1d.weight": "F32", "blk.30.ssm_dt.bias": "F32", "blk.30.ssm_norm.weight": "F32", "blk.30.ssm_out.weight": "IQ3_S", "blk.31.attn_k.weight": "Q5_K", "blk.31.attn_k_norm.weight": "F32", "blk.31.attn_norm.weight": "F32", "blk.31.attn_output.weight": "IQ3_S", "blk.31.attn_q.weight": "IQ3_S", "blk.31.attn_q_norm.weight": "F32", "blk.31.attn_v.weight": "Q6_K", "blk.31.ffn_down.weight": "IQ3_XXS", "blk.31.ffn_gate.weight": "IQ3_XXS", "blk.31.ffn_up.weight": "IQ3_XXS", "blk.31.post_attention_norm.weight": "F32", "blk.32.attn_gate.weight": "IQ3_XXS", "blk.32.attn_norm.weight": "F32", "blk.32.attn_qkv.weight": "IQ3_XXS", "blk.32.ffn_down.weight": "IQ3_XXS", "blk.32.ffn_gate.weight": "IQ3_XXS", "blk.32.ffn_up.weight": "IQ3_XXS", "blk.32.post_attention_norm.weight": "F32", "blk.32.ssm_a": "F32", "blk.32.ssm_alpha.weight": "F32", "blk.32.ssm_beta.weight": "IQ1_M", "blk.32.ssm_conv1d.weight": "F32", "blk.32.ssm_dt.bias": "F32", "blk.32.ssm_norm.weight": "F32", "blk.32.ssm_out.weight": "IQ3_S", "blk.33.attn_gate.weight": "IQ3_XXS", "blk.33.attn_norm.weight": "F32", "blk.33.attn_qkv.weight": "IQ3_XXS", "blk.33.ffn_down.weight": "IQ3_XXS", "blk.33.ffn_gate.weight": "IQ3_XXS", "blk.33.ffn_up.weight": "IQ3_XXS", "blk.33.post_attention_norm.weight": "F32", "blk.33.ssm_a": "F32", "blk.33.ssm_alpha.weight": "F32", "blk.33.ssm_beta.weight": "IQ1_M", "blk.33.ssm_conv1d.weight": "F32", "blk.33.ssm_dt.bias": "F32", "blk.33.ssm_norm.weight": "F32", "blk.33.ssm_out.weight": "IQ3_S", "blk.34.attn_gate.weight": "IQ3_XXS", "blk.34.attn_norm.weight": "F32", "blk.34.attn_qkv.weight": "IQ3_XXS", "blk.34.ffn_down.weight": "IQ3_XXS", "blk.34.ffn_gate.weight": "IQ3_XXS", "blk.34.ffn_up.weight": "IQ3_XXS", "blk.34.post_attention_norm.weight": "F32", "blk.34.ssm_a": "F32", "blk.34.ssm_alpha.weight": "F32", "blk.34.ssm_beta.weight": "IQ1_M", "blk.34.ssm_conv1d.weight": "F32", "blk.34.ssm_dt.bias": "F32", "blk.34.ssm_norm.weight": "F32", "blk.34.ssm_out.weight": "IQ3_S", "blk.35.attn_k.weight": "Q5_K", "blk.35.attn_k_norm.weight": "F32", "blk.35.attn_norm.weight": "F32", "blk.35.attn_output.weight": "IQ3_S", "blk.35.attn_q.weight": "IQ3_S", "blk.35.attn_q_norm.weight": "F32", "blk.35.attn_v.weight": "Q6_K", "blk.35.ffn_down.weight": "IQ3_XXS", "blk.35.ffn_gate.weight": "IQ3_XXS", "blk.35.ffn_up.weight": "IQ3_XXS", "blk.35.post_attention_norm.weight": "F32", "blk.36.attn_gate.weight": "IQ3_XXS", "blk.36.attn_norm.weight": "F32", "blk.36.attn_qkv.weight": "IQ3_XXS", "blk.36.ffn_down.weight": "IQ3_XXS", "blk.36.ffn_gate.weight": "IQ3_XXS", "blk.36.ffn_up.weight": "IQ3_XXS", "blk.36.post_attention_norm.weight": "F32", "blk.36.ssm_a": "F32", "blk.36.ssm_alpha.weight": "F32", "blk.36.ssm_beta.weight": "IQ1_M", "blk.36.ssm_conv1d.weight": "F32", "blk.36.ssm_dt.bias": "F32", "blk.36.ssm_norm.weight": "F32", "blk.36.ssm_out.weight": "IQ3_S", "blk.37.attn_gate.weight": "IQ3_XXS", "blk.37.attn_norm.weight": "F32", "blk.37.attn_qkv.weight": "IQ3_XXS", "blk.37.ffn_down.weight": "IQ3_XXS", "blk.37.ffn_gate.weight": "IQ3_XXS", "blk.37.ffn_up.weight": "IQ3_XXS", "blk.37.post_attention_norm.weight": "F32", "blk.37.ssm_a": "F32", "blk.37.ssm_alpha.weight": "F32", "blk.37.ssm_beta.weight": "IQ1_M", "blk.37.ssm_conv1d.weight": "F32", "blk.37.ssm_dt.bias": "F32", "blk.37.ssm_norm.weight": "F32", "blk.37.ssm_out.weight": "IQ3_S", "blk.38.attn_gate.weight": "IQ3_XXS", "blk.38.attn_norm.weight": "F32", "blk.38.attn_qkv.weight": "IQ3_XXS", "blk.38.ffn_down.weight": "IQ3_XXS", "blk.38.ffn_gate.weight": "IQ3_XXS", "blk.38.ffn_up.weight": "IQ3_XXS", "blk.38.post_attention_norm.weight": "F32", "blk.38.ssm_a": "F32", "blk.38.ssm_alpha.weight": "F32", "blk.38.ssm_beta.weight": "IQ1_M", "blk.38.ssm_conv1d.weight": "F32", "blk.38.ssm_dt.bias": "F32", "blk.38.ssm_norm.weight": "F32", "blk.38.ssm_out.weight": "IQ3_S", "blk.39.attn_k.weight": "Q5_K", "blk.39.attn_k_norm.weight": "F32", "blk.39.attn_norm.weight": "F32", "blk.39.attn_output.weight": "IQ3_S", "blk.39.attn_q.weight": "IQ3_S", "blk.39.attn_q_norm.weight": "F32", "blk.39.attn_v.weight": "Q6_K", "blk.39.ffn_down.weight": "IQ3_XXS", "blk.39.ffn_gate.weight": "IQ3_XXS", "blk.39.ffn_up.weight": "IQ3_XXS", "blk.39.post_attention_norm.weight": "F32", "blk.4.attn_gate.weight": "IQ3_XXS", "blk.4.attn_norm.weight": "F32", "blk.4.attn_qkv.weight": "IQ3_XXS", "blk.4.ffn_down.weight": "IQ3_XXS", "blk.4.ffn_gate.weight": "IQ3_XXS", "blk.4.ffn_up.weight": "IQ3_XXS", "blk.4.post_attention_norm.weight": "F32", "blk.4.ssm_a": "F32", "blk.4.ssm_alpha.weight": "F32", "blk.4.ssm_beta.weight": "IQ1_M", "blk.4.ssm_conv1d.weight": "F32", "blk.4.ssm_dt.bias": "F32", "blk.4.ssm_norm.weight": "F32", "blk.4.ssm_out.weight": "IQ3_S", "blk.40.attn_gate.weight": "IQ3_XXS", "blk.40.attn_norm.weight": "F32", "blk.40.attn_qkv.weight": "IQ3_XXS", "blk.40.ffn_down.weight": "IQ3_XXS", "blk.40.ffn_gate.weight": "IQ3_XXS", "blk.40.ffn_up.weight": "IQ3_XXS", "blk.40.post_attention_norm.weight": "F32", "blk.40.ssm_a": "F32", "blk.40.ssm_alpha.weight": "F32", "blk.40.ssm_beta.weight": "IQ1_M", "blk.40.ssm_conv1d.weight": "F32", "blk.40.ssm_dt.bias": "F32", "blk.40.ssm_norm.weight": "F32", "blk.40.ssm_out.weight": "IQ3_S", "blk.41.attn_gate.weight": "IQ3_XXS", "blk.41.attn_norm.weight": "F32", "blk.41.attn_qkv.weight": "IQ3_XXS", "blk.41.ffn_down.weight": "IQ3_XXS", "blk.41.ffn_gate.weight": "IQ3_XXS", "blk.41.ffn_up.weight": "IQ3_XXS", "blk.41.post_attention_norm.weight": "F32", "blk.41.ssm_a": "F32", "blk.41.ssm_alpha.weight": "F32", "blk.41.ssm_beta.weight": "IQ1_M", "blk.41.ssm_conv1d.weight": "F32", "blk.41.ssm_dt.bias": "F32", "blk.41.ssm_norm.weight": "F32", "blk.41.ssm_out.weight": "IQ3_S", "blk.42.attn_gate.weight": "IQ3_XXS", "blk.42.attn_norm.weight": "F32", "blk.42.attn_qkv.weight": "IQ3_XXS", "blk.42.ffn_down.weight": "IQ3_XXS", "blk.42.ffn_gate.weight": "IQ3_XXS", "blk.42.ffn_up.weight": "IQ3_XXS", "blk.42.post_attention_norm.weight": "F32", "blk.42.ssm_a": "F32", "blk.42.ssm_alpha.weight": "F32", "blk.42.ssm_beta.weight": "IQ1_M", "blk.42.ssm_conv1d.weight": "F32", "blk.42.ssm_dt.bias": "F32", "blk.42.ssm_norm.weight": "F32", "blk.42.ssm_out.weight": "IQ3_S", "blk.43.attn_k.weight": "Q5_K", "blk.43.attn_k_norm.weight": "F32", "blk.43.attn_norm.weight": "F32", "blk.43.attn_output.weight": "IQ3_S", "blk.43.attn_q.weight": "IQ3_S", "blk.43.attn_q_norm.weight": "F32", "blk.43.attn_v.weight": "Q6_K", "blk.43.ffn_down.weight": "IQ3_XXS", "blk.43.ffn_gate.weight": "IQ3_XXS", "blk.43.ffn_up.weight": "IQ3_XXS", "blk.43.post_attention_norm.weight": "F32", "blk.44.attn_gate.weight": "IQ3_XXS", "blk.44.attn_norm.weight": "F32", "blk.44.attn_qkv.weight": "IQ3_XXS", "blk.44.ffn_down.weight": "IQ3_XXS", "blk.44.ffn_gate.weight": "IQ3_XXS", "blk.44.ffn_up.weight": "IQ3_XXS", "blk.44.post_attention_norm.weight": "F32", "blk.44.ssm_a": "F32", "blk.44.ssm_alpha.weight": "F32", "blk.44.ssm_beta.weight": "IQ1_M", "blk.44.ssm_conv1d.weight": "F32", "blk.44.ssm_dt.bias": "F32", "blk.44.ssm_norm.weight": "F32", "blk.44.ssm_out.weight": "IQ3_S", "blk.45.attn_gate.weight": "IQ3_XXS", "blk.45.attn_norm.weight": "F32", "blk.45.attn_qkv.weight": "IQ3_XXS", "blk.45.ffn_down.weight": "IQ3_XXS", "blk.45.ffn_gate.weight": "IQ3_XXS", "blk.45.ffn_up.weight": "IQ3_XXS", "blk.45.post_attention_norm.weight": "F32", "blk.45.ssm_a": "F32", "blk.45.ssm_alpha.weight": "F32", "blk.45.ssm_beta.weight": "IQ1_M", "blk.45.ssm_conv1d.weight": "F32", "blk.45.ssm_dt.bias": "F32", "blk.45.ssm_norm.weight": "F32", "blk.45.ssm_out.weight": "IQ3_S", "blk.46.attn_gate.weight": "IQ3_XXS", "blk.46.attn_norm.weight": "F32", "blk.46.attn_qkv.weight": "IQ3_XXS", "blk.46.ffn_down.weight": "IQ3_XXS", "blk.46.ffn_gate.weight": "IQ3_XXS", "blk.46.ffn_up.weight": "IQ3_XXS", "blk.46.post_attention_norm.weight": "F32", "blk.46.ssm_a": "F32", "blk.46.ssm_alpha.weight": "F32", "blk.46.ssm_beta.weight": "IQ1_M", "blk.46.ssm_conv1d.weight": "F32", "blk.46.ssm_dt.bias": "F32", "blk.46.ssm_norm.weight": "F32", "blk.46.ssm_out.weight": "IQ3_S", "blk.47.attn_k.weight": "Q5_K", "blk.47.attn_k_norm.weight": "F32", "blk.47.attn_norm.weight": "F32", "blk.47.attn_output.weight": "IQ3_S", "blk.47.attn_q.weight": "IQ3_S", "blk.47.attn_q_norm.weight": "F32", "blk.47.attn_v.weight": "Q6_K", "blk.47.ffn_down.weight": "IQ3_XXS", "blk.47.ffn_gate.weight": "IQ3_XXS", "blk.47.ffn_up.weight": "IQ3_XXS", "blk.47.post_attention_norm.weight": "F32", "blk.48.attn_gate.weight": "IQ3_XXS", "blk.48.attn_norm.weight": "F32", "blk.48.attn_qkv.weight": "IQ3_XXS", "blk.48.ffn_down.weight": "IQ3_XXS", "blk.48.ffn_gate.weight": "IQ3_XXS", "blk.48.ffn_up.weight": "IQ3_XXS", "blk.48.post_attention_norm.weight": "F32", "blk.48.ssm_a": "F32", "blk.48.ssm_alpha.weight": "F32", "blk.48.ssm_beta.weight": "IQ1_M", "blk.48.ssm_conv1d.weight": "F32", "blk.48.ssm_dt.bias": "F32", "blk.48.ssm_norm.weight": "F32", "blk.48.ssm_out.weight": "IQ3_S", "blk.49.attn_gate.weight": "IQ3_XXS", "blk.49.attn_norm.weight": "F32", "blk.49.attn_qkv.weight": "IQ3_XXS", "blk.49.ffn_down.weight": "IQ3_XXS", "blk.49.ffn_gate.weight": "IQ3_XXS", "blk.49.ffn_up.weight": "IQ3_XXS", "blk.49.post_attention_norm.weight": "F32", "blk.49.ssm_a": "F32", "blk.49.ssm_alpha.weight": "F32", "blk.49.ssm_beta.weight": "IQ1_M", "blk.49.ssm_conv1d.weight": "F32", "blk.49.ssm_dt.bias": "F32", "blk.49.ssm_norm.weight": "F32", "blk.49.ssm_out.weight": "IQ3_S", "blk.5.attn_gate.weight": "IQ3_XXS", "blk.5.attn_norm.weight": "F32", "blk.5.attn_qkv.weight": "IQ3_XXS", "blk.5.ffn_down.weight": "IQ3_XXS", "blk.5.ffn_gate.weight": "IQ3_XXS", "blk.5.ffn_up.weight": "IQ3_XXS", "blk.5.post_attention_norm.weight": "F32", "blk.5.ssm_a": "F32", "blk.5.ssm_alpha.weight": "F32", "blk.5.ssm_beta.weight": "IQ1_M", "blk.5.ssm_conv1d.weight": "F32", "blk.5.ssm_dt.bias": "F32", "blk.5.ssm_norm.weight": "F32", "blk.5.ssm_out.weight": "IQ3_S", "blk.50.attn_gate.weight": "IQ3_XXS", "blk.50.attn_norm.weight": "F32", "blk.50.attn_qkv.weight": "IQ3_XXS", "blk.50.ffn_down.weight": "IQ3_XXS", "blk.50.ffn_gate.weight": "IQ3_XXS", "blk.50.ffn_up.weight": "IQ3_XXS", "blk.50.post_attention_norm.weight": "F32", "blk.50.ssm_a": "F32", "blk.50.ssm_alpha.weight": "F32", "blk.50.ssm_beta.weight": "IQ1_M", "blk.50.ssm_conv1d.weight": "F32", "blk.50.ssm_dt.bias": "F32", "blk.50.ssm_norm.weight": "F32", "blk.50.ssm_out.weight": "IQ3_S", "blk.51.attn_k.weight": "Q5_K", "blk.51.attn_k_norm.weight": "F32", "blk.51.attn_norm.weight": "F32", "blk.51.attn_output.weight": "IQ3_S", "blk.51.attn_q.weight": "IQ3_S", "blk.51.attn_q_norm.weight": "F32", "blk.51.attn_v.weight": "Q6_K", "blk.51.ffn_down.weight": "IQ3_XXS", "blk.51.ffn_gate.weight": "IQ3_XXS", "blk.51.ffn_up.weight": "IQ3_XXS", "blk.51.post_attention_norm.weight": "F32", "blk.52.attn_gate.weight": "IQ3_XXS", "blk.52.attn_norm.weight": "F32", "blk.52.attn_qkv.weight": "IQ3_XXS", "blk.52.ffn_down.weight": "IQ3_XXS", "blk.52.ffn_gate.weight": "IQ3_XXS", "blk.52.ffn_up.weight": "IQ3_XXS", "blk.52.post_attention_norm.weight": "F32", "blk.52.ssm_a": "F32", "blk.52.ssm_alpha.weight": "F32", "blk.52.ssm_beta.weight": "IQ1_M", "blk.52.ssm_conv1d.weight": "F32", "blk.52.ssm_dt.bias": "F32", "blk.52.ssm_norm.weight": "F32", "blk.52.ssm_out.weight": "IQ3_S", "blk.53.attn_gate.weight": "IQ3_XXS", "blk.53.attn_norm.weight": "F32", "blk.53.attn_qkv.weight": "IQ3_XXS", "blk.53.ffn_down.weight": "IQ3_XXS", "blk.53.ffn_gate.weight": "IQ3_XXS", "blk.53.ffn_up.weight": "IQ3_XXS", "blk.53.post_attention_norm.weight": "F32", "blk.53.ssm_a": "F32", "blk.53.ssm_alpha.weight": "F32", "blk.53.ssm_beta.weight": "IQ1_M", "blk.53.ssm_conv1d.weight": "F32", "blk.53.ssm_dt.bias": "F32", "blk.53.ssm_norm.weight": "F32", "blk.53.ssm_out.weight": "IQ3_S", "blk.54.attn_gate.weight": "IQ3_XXS", "blk.54.attn_norm.weight": "F32", "blk.54.attn_qkv.weight": "IQ3_XXS", "blk.54.ffn_down.weight": "IQ3_XXS", "blk.54.ffn_gate.weight": "IQ3_XXS", "blk.54.ffn_up.weight": "IQ3_XXS", "blk.54.post_attention_norm.weight": "F32", "blk.54.ssm_a": "F32", "blk.54.ssm_alpha.weight": "F32", "blk.54.ssm_beta.weight": "IQ1_M", "blk.54.ssm_conv1d.weight": "F32", "blk.54.ssm_dt.bias": "F32", "blk.54.ssm_norm.weight": "F32", "blk.54.ssm_out.weight": "IQ3_S", "blk.55.attn_k.weight": "Q5_K", "blk.55.attn_k_norm.weight": "F32", "blk.55.attn_norm.weight": "F32", "blk.55.attn_output.weight": "IQ3_S", "blk.55.attn_q.weight": "IQ3_S", "blk.55.attn_q_norm.weight": "F32", "blk.55.attn_v.weight": "Q6_K", "blk.55.ffn_down.weight": "IQ3_XXS", "blk.55.ffn_gate.weight": "IQ3_XXS", "blk.55.ffn_up.weight": "IQ3_XXS", "blk.55.post_attention_norm.weight": "F32", "blk.56.attn_gate.weight": "IQ3_XXS", "blk.56.attn_norm.weight": "F32", "blk.56.attn_qkv.weight": "IQ3_XXS", "blk.56.ffn_down.weight": "IQ3_XXS", "blk.56.ffn_gate.weight": "IQ3_XXS", "blk.56.ffn_up.weight": "IQ3_XXS", "blk.56.post_attention_norm.weight": "F32", "blk.56.ssm_a": "F32", "blk.56.ssm_alpha.weight": "F32", "blk.56.ssm_beta.weight": "IQ1_M", "blk.56.ssm_conv1d.weight": "F32", "blk.56.ssm_dt.bias": "F32", "blk.56.ssm_norm.weight": "F32", "blk.56.ssm_out.weight": "IQ3_S", "blk.57.attn_gate.weight": "IQ3_XXS", "blk.57.attn_norm.weight": "F32", "blk.57.attn_qkv.weight": "IQ3_XXS", "blk.57.ffn_down.weight": "IQ3_XXS", "blk.57.ffn_gate.weight": "IQ3_XXS", "blk.57.ffn_up.weight": "IQ3_XXS", "blk.57.post_attention_norm.weight": "F32", "blk.57.ssm_a": "F32", "blk.57.ssm_alpha.weight": "F32", "blk.57.ssm_beta.weight": "IQ1_M", "blk.57.ssm_conv1d.weight": "F32", "blk.57.ssm_dt.bias": "F32", "blk.57.ssm_norm.weight": "F32", "blk.57.ssm_out.weight": "IQ3_S", "blk.58.attn_gate.weight": "IQ3_XXS", "blk.58.attn_norm.weight": "F32", "blk.58.attn_qkv.weight": "IQ3_XXS", "blk.58.ffn_down.weight": "IQ3_XXS", "blk.58.ffn_gate.weight": "IQ3_XXS", "blk.58.ffn_up.weight": "IQ3_XXS", "blk.58.post_attention_norm.weight": "F32", "blk.58.ssm_a": "F32", "blk.58.ssm_alpha.weight": "F32", "blk.58.ssm_beta.weight": "IQ1_M", "blk.58.ssm_conv1d.weight": "F32", "blk.58.ssm_dt.bias": "F32", "blk.58.ssm_norm.weight": "F32", "blk.58.ssm_out.weight": "IQ3_S", "blk.59.attn_k.weight": "Q5_K", "blk.59.attn_k_norm.weight": "F32", "blk.59.attn_norm.weight": "F32", "blk.59.attn_output.weight": "IQ3_S", "blk.59.attn_q.weight": "IQ3_S", "blk.59.attn_q_norm.weight": "F32", "blk.59.attn_v.weight": "Q6_K", "blk.59.ffn_down.weight": "IQ3_XXS", "blk.59.ffn_gate.weight": "IQ3_XXS", "blk.59.ffn_up.weight": "IQ3_XXS", "blk.59.post_attention_norm.weight": "F32", "blk.6.attn_gate.weight": "IQ3_XXS", "blk.6.attn_norm.weight": "F32", "blk.6.attn_qkv.weight": "IQ3_XXS", "blk.6.ffn_down.weight": "IQ3_XXS", "blk.6.ffn_gate.weight": "IQ3_XXS", "blk.6.ffn_up.weight": "IQ3_XXS", "blk.6.post_attention_norm.weight": "F32", "blk.6.ssm_a": "F32", "blk.6.ssm_alpha.weight": "F32", "blk.6.ssm_beta.weight": "IQ1_M", "blk.6.ssm_conv1d.weight": "F32", "blk.6.ssm_dt.bias": "F32", "blk.6.ssm_norm.weight": "F32", "blk.6.ssm_out.weight": "IQ3_S", "blk.60.attn_gate.weight": "IQ3_XXS", "blk.60.attn_norm.weight": "F32", "blk.60.attn_qkv.weight": "IQ3_XXS", "blk.60.ffn_down.weight": "IQ3_XXS", "blk.60.ffn_gate.weight": "IQ3_XXS", "blk.60.ffn_up.weight": "IQ3_XXS", "blk.60.post_attention_norm.weight": "F32", "blk.60.ssm_a": "F32", "blk.60.ssm_alpha.weight": "F32", "blk.60.ssm_beta.weight": "IQ1_M", "blk.60.ssm_conv1d.weight": "F32", "blk.60.ssm_dt.bias": "F32", "blk.60.ssm_norm.weight": "F32", "blk.60.ssm_out.weight": "IQ3_S", "blk.61.attn_gate.weight": "IQ3_XXS", "blk.61.attn_norm.weight": "F32", "blk.61.attn_qkv.weight": "IQ3_XXS", "blk.61.ffn_down.weight": "IQ3_XXS", "blk.61.ffn_gate.weight": "IQ3_XXS", "blk.61.ffn_up.weight": "IQ3_XXS", "blk.61.post_attention_norm.weight": "F32", "blk.61.ssm_a": "F32", "blk.61.ssm_alpha.weight": "F32", "blk.61.ssm_beta.weight": "IQ1_M", "blk.61.ssm_conv1d.weight": "F32", "blk.61.ssm_dt.bias": "F32", "blk.61.ssm_norm.weight": "F32", "blk.61.ssm_out.weight": "IQ3_S", "blk.62.attn_gate.weight": "IQ3_XXS", "blk.62.attn_norm.weight": "F32", "blk.62.attn_qkv.weight": "IQ3_XXS", "blk.62.ffn_down.weight": "IQ3_XXS", "blk.62.ffn_gate.weight": "IQ3_XXS", "blk.62.ffn_up.weight": "IQ3_XXS", "blk.62.post_attention_norm.weight": "F32", "blk.62.ssm_a": "F32", "blk.62.ssm_alpha.weight": "F32", "blk.62.ssm_beta.weight": "IQ1_M", "blk.62.ssm_conv1d.weight": "F32", "blk.62.ssm_dt.bias": "F32", "blk.62.ssm_norm.weight": "F32", "blk.62.ssm_out.weight": "IQ3_S", "blk.63.attn_k.weight": "Q5_K", "blk.63.attn_k_norm.weight": "F32", "blk.63.attn_norm.weight": "F32", "blk.63.attn_output.weight": "IQ3_S", "blk.63.attn_q.weight": "IQ3_S", "blk.63.attn_q_norm.weight": "F32", "blk.63.attn_v.weight": "Q6_K", "blk.63.ffn_down.weight": "IQ3_XXS", "blk.63.ffn_gate.weight": "IQ3_XXS", "blk.63.ffn_up.weight": "IQ3_XXS", "blk.63.post_attention_norm.weight": "F32", "blk.64.attn_k.weight": "Q5_K", "blk.64.attn_k_norm.weight": "F32", "blk.64.attn_norm.weight": "F32", "blk.64.attn_output.weight": "IQ3_S", "blk.64.attn_q.weight": "IQ3_S", "blk.64.attn_q_norm.weight": "F32", "blk.64.attn_v.weight": "Q6_K", "blk.64.ffn_down.weight": "IQ4_XS", "blk.64.ffn_gate.weight": "IQ4_XS", "blk.64.ffn_up.weight": "IQ4_XS", "blk.64.nextn.eh_proj.weight": "IQ4_XS", "blk.64.nextn.enorm.weight": "F32", "blk.64.nextn.hnorm.weight": "F32", "blk.64.nextn.shared_head_norm.weight": "F32", "blk.64.post_attention_norm.weight": "F32", "blk.7.attn_k.weight": "Q5_K", "blk.7.attn_k_norm.weight": "F32", "blk.7.attn_norm.weight": "F32", "blk.7.attn_output.weight": "IQ3_S", "blk.7.attn_q.weight": "IQ3_S", "blk.7.attn_q_norm.weight": "F32", "blk.7.attn_v.weight": "Q6_K", "blk.7.ffn_down.weight": "IQ3_XXS", "blk.7.ffn_gate.weight": "IQ3_XXS", "blk.7.ffn_up.weight": "IQ3_XXS", "blk.7.post_attention_norm.weight": "F32", "blk.8.attn_gate.weight": "IQ3_XXS", "blk.8.attn_norm.weight": "F32", "blk.8.attn_qkv.weight": "IQ3_XXS", "blk.8.ffn_down.weight": "IQ3_XXS", "blk.8.ffn_gate.weight": "IQ3_XXS", "blk.8.ffn_up.weight": "IQ3_XXS", "blk.8.post_attention_norm.weight": "F32", "blk.8.ssm_a": "F32", "blk.8.ssm_alpha.weight": "F32", "blk.8.ssm_beta.weight": "IQ1_M", "blk.8.ssm_conv1d.weight": "F32", "blk.8.ssm_dt.bias": "F32", "blk.8.ssm_norm.weight": "F32", "blk.8.ssm_out.weight": "IQ3_S", "blk.9.attn_gate.weight": "IQ3_XXS", "blk.9.attn_norm.weight": "F32", "blk.9.attn_qkv.weight": "IQ3_XXS", "blk.9.ffn_down.weight": "IQ3_XXS", "blk.9.ffn_gate.weight": "IQ3_XXS", "blk.9.ffn_up.weight": "IQ3_XXS", "blk.9.post_attention_norm.weight": "F32", "blk.9.ssm_a": "F32", "blk.9.ssm_alpha.weight": "F32", "blk.9.ssm_beta.weight": "IQ1_M", "blk.9.ssm_conv1d.weight": "F32", "blk.9.ssm_dt.bias": "F32", "blk.9.ssm_norm.weight": "F32", "blk.9.ssm_out.weight": "IQ3_S", "output.weight": "Q3_K", "output_norm.weight": "F32", "token_embd.weight": "Q2_K" }, "UsedImatrix": true }