{ "schema": "lomonosov_zenit_vision_nvfp4_requant_v1", "why": "int pack-quantized g16 не запускается на Blackwell; NVFP4 g16 работает", "group_size": 16, "quantised": [ [ "model.visual.blocks.0.attn.proj.weight", [ 1152, 1152 ] ], [ "model.visual.blocks.0.attn.qkv.weight", [ 3456, 1152 ] ], [ "model.visual.blocks.0.mlp.linear_fc1.weight", [ 4304, 1152 ] ], [ "model.visual.blocks.0.mlp.linear_fc2.weight", [ 1152, 4304 ] ], [ "model.visual.blocks.1.attn.proj.weight", [ 1152, 1152 ] ], [ "model.visual.blocks.1.attn.qkv.weight", [ 3456, 1152 ] ], [ "model.visual.blocks.1.mlp.linear_fc1.weight", [ 4304, 1152 ] ], [ "model.visual.blocks.1.mlp.linear_fc2.weight", [ 1152, 4304 ] ], [ "model.visual.blocks.10.attn.proj.weight", [ 1152, 1152 ] ], [ "model.visual.blocks.10.attn.qkv.weight", [ 3456, 1152 ] ], [ "model.visual.blocks.10.mlp.linear_fc1.weight", [ 4304, 1152 ] ], [ "model.visual.blocks.10.mlp.linear_fc2.weight", [ 1152, 4304 ] ], [ "model.visual.blocks.11.attn.proj.weight", [ 1152, 1152 ] ], [ "model.visual.blocks.11.attn.qkv.weight", [ 3456, 1152 ] ], [ "model.visual.blocks.11.mlp.linear_fc1.weight", [ 4304, 1152 ] ], [ "model.visual.blocks.11.mlp.linear_fc2.weight", [ 1152, 4304 ] ], [ "model.visual.blocks.12.attn.proj.weight", [ 1152, 1152 ] ], [ "model.visual.blocks.12.attn.qkv.weight", [ 3456, 1152 ] ], [ "model.visual.blocks.12.mlp.linear_fc1.weight", [ 4304, 1152 ] ], [ "model.visual.blocks.12.mlp.linear_fc2.weight", [ 1152, 4304 ] ], [ "model.visual.blocks.13.attn.proj.weight", [ 1152, 1152 ] ], [ "model.visual.blocks.13.attn.qkv.weight", [ 3456, 1152 ] ], [ "model.visual.blocks.13.mlp.linear_fc1.weight", [ 4304, 1152 ] ], [ "model.visual.blocks.13.mlp.linear_fc2.weight", [ 1152, 4304 ] ], [ "model.visual.blocks.14.attn.proj.weight", [ 1152, 1152 ] ], [ "model.visual.blocks.14.attn.qkv.weight", [ 3456, 1152 ] ], [ "model.visual.blocks.14.mlp.linear_fc1.weight", [ 4304, 1152 ] ], [ "model.visual.blocks.14.mlp.linear_fc2.weight", [ 1152, 4304 ] ], [ "model.visual.blocks.15.attn.proj.weight", [ 1152, 1152 ] ], [ "model.visual.blocks.15.attn.qkv.weight", [ 3456, 1152 ] ], [ "model.visual.blocks.15.mlp.linear_fc1.weight", [ 4304, 1152 ] ], [ "model.visual.blocks.15.mlp.linear_fc2.weight", [ 1152, 4304 ] ], [ "model.visual.blocks.16.attn.proj.weight", [ 1152, 1152 ] ], [ "model.visual.blocks.16.attn.qkv.weight", [ 3456, 1152 ] ], [ "model.visual.blocks.16.mlp.linear_fc1.weight", [ 4304, 1152 ] ], [ "model.visual.blocks.16.mlp.linear_fc2.weight", [ 1152, 4304 ] ], [ "model.visual.blocks.17.attn.proj.weight", [ 1152, 1152 ] ], [ "model.visual.blocks.17.attn.qkv.weight", [ 3456, 1152 ] ], [ "model.visual.blocks.17.mlp.linear_fc1.weight", [ 4304, 1152 ] ], [ "model.visual.blocks.17.mlp.linear_fc2.weight", [ 1152, 4304 ] ], [ "model.visual.blocks.18.attn.proj.weight", [ 1152, 1152 ] ], [ "model.visual.blocks.18.attn.qkv.weight", [ 3456, 1152 ] ], [ "model.visual.blocks.18.mlp.linear_fc1.weight", [ 4304, 1152 ] ], [ "model.visual.blocks.18.mlp.linear_fc2.weight", [ 1152, 4304 ] ], [ "model.visual.blocks.19.attn.proj.weight", [ 1152, 1152 ] ], [ "model.visual.blocks.19.attn.qkv.weight", [ 3456, 1152 ] ], [ "model.visual.blocks.19.mlp.linear_fc1.weight", [ 4304, 1152 ] ], [ "model.visual.blocks.19.mlp.linear_fc2.weight", [ 1152, 4304 ] ], [ "model.visual.blocks.2.attn.proj.weight", [ 1152, 1152 ] ], [ "model.visual.blocks.2.attn.qkv.weight", [ 3456, 1152 ] ], [ "model.visual.blocks.2.mlp.linear_fc1.weight", [ 4304, 1152 ] ], [ "model.visual.blocks.2.mlp.linear_fc2.weight", [ 1152, 4304 ] ], [ "model.visual.blocks.20.attn.proj.weight", [ 1152, 1152 ] ], [ "model.visual.blocks.20.attn.qkv.weight", [ 3456, 1152 ] ], [ "model.visual.blocks.20.mlp.linear_fc1.weight", [ 4304, 1152 ] ], [ "model.visual.blocks.20.mlp.linear_fc2.weight", [ 1152, 4304 ] ], [ "model.visual.blocks.21.attn.proj.weight", [ 1152, 1152 ] ], [ "model.visual.blocks.21.attn.qkv.weight", [ 3456, 1152 ] ], [ "model.visual.blocks.21.mlp.linear_fc1.weight", [ 4304, 1152 ] ], [ "model.visual.blocks.21.mlp.linear_fc2.weight", [ 1152, 4304 ] ], [ "model.visual.blocks.22.attn.proj.weight", [ 1152, 1152 ] ], [ "model.visual.blocks.22.attn.qkv.weight", [ 3456, 1152 ] ], [ "model.visual.blocks.22.mlp.linear_fc1.weight", [ 4304, 1152 ] ], [ "model.visual.blocks.22.mlp.linear_fc2.weight", [ 1152, 4304 ] ], [ "model.visual.blocks.23.attn.proj.weight", [ 1152, 1152 ] ], [ "model.visual.blocks.23.attn.qkv.weight", [ 3456, 1152 ] ], [ "model.visual.blocks.23.mlp.linear_fc1.weight", [ 4304, 1152 ] ], [ "model.visual.blocks.23.mlp.linear_fc2.weight", [ 1152, 4304 ] ], [ "model.visual.blocks.24.attn.proj.weight", [ 1152, 1152 ] ], [ "model.visual.blocks.24.attn.qkv.weight", [ 3456, 1152 ] ], [ "model.visual.blocks.24.mlp.linear_fc1.weight", [ 4304, 1152 ] ], [ "model.visual.blocks.24.mlp.linear_fc2.weight", [ 1152, 4304 ] ], [ "model.visual.blocks.25.attn.proj.weight", [ 1152, 1152 ] ], [ "model.visual.blocks.25.attn.qkv.weight", [ 3456, 1152 ] ], [ "model.visual.blocks.25.mlp.linear_fc1.weight", [ 4304, 1152 ] ], [ "model.visual.blocks.25.mlp.linear_fc2.weight", [ 1152, 4304 ] ], [ "model.visual.blocks.26.attn.proj.weight", [ 1152, 1152 ] ], [ "model.visual.blocks.26.attn.qkv.weight", [ 3456, 1152 ] ], [ "model.visual.blocks.26.mlp.linear_fc1.weight", [ 4304, 1152 ] ], [ "model.visual.blocks.26.mlp.linear_fc2.weight", [ 1152, 4304 ] ], [ "model.visual.blocks.3.attn.proj.weight", [ 1152, 1152 ] ], [ "model.visual.blocks.3.attn.qkv.weight", [ 3456, 1152 ] ], [ "model.visual.blocks.3.mlp.linear_fc1.weight", [ 4304, 1152 ] ], [ "model.visual.blocks.3.mlp.linear_fc2.weight", [ 1152, 4304 ] ], [ "model.visual.blocks.4.attn.proj.weight", [ 1152, 1152 ] ], [ "model.visual.blocks.4.attn.qkv.weight", [ 3456, 1152 ] ], [ "model.visual.blocks.4.mlp.linear_fc1.weight", [ 4304, 1152 ] ], [ "model.visual.blocks.4.mlp.linear_fc2.weight", [ 1152, 4304 ] ], [ "model.visual.blocks.5.attn.proj.weight", [ 1152, 1152 ] ], [ "model.visual.blocks.5.attn.qkv.weight", [ 3456, 1152 ] ], [ "model.visual.blocks.5.mlp.linear_fc1.weight", [ 4304, 1152 ] ], [ "model.visual.blocks.5.mlp.linear_fc2.weight", [ 1152, 4304 ] ], [ "model.visual.blocks.6.attn.proj.weight", [ 1152, 1152 ] ], [ "model.visual.blocks.6.attn.qkv.weight", [ 3456, 1152 ] ], [ "model.visual.blocks.6.mlp.linear_fc1.weight", [ 4304, 1152 ] ], [ "model.visual.blocks.6.mlp.linear_fc2.weight", [ 1152, 4304 ] ], [ "model.visual.blocks.7.attn.proj.weight", [ 1152, 1152 ] ], [ "model.visual.blocks.7.attn.qkv.weight", [ 3456, 1152 ] ], [ "model.visual.blocks.7.mlp.linear_fc1.weight", [ 4304, 1152 ] ], [ "model.visual.blocks.7.mlp.linear_fc2.weight", [ 1152, 4304 ] ], [ "model.visual.blocks.8.attn.proj.weight", [ 1152, 1152 ] ], [ "model.visual.blocks.8.attn.qkv.weight", [ 3456, 1152 ] ], [ "model.visual.blocks.8.mlp.linear_fc1.weight", [ 4304, 1152 ] ], [ "model.visual.blocks.8.mlp.linear_fc2.weight", [ 1152, 4304 ] ], [ "model.visual.blocks.9.attn.proj.weight", [ 1152, 1152 ] ], [ "model.visual.blocks.9.attn.qkv.weight", [ 3456, 1152 ] ], [ "model.visual.blocks.9.mlp.linear_fc1.weight", [ 4304, 1152 ] ], [ "model.visual.blocks.9.mlp.linear_fc2.weight", [ 1152, 4304 ] ], [ "model.visual.merger.linear_fc1.weight", [ 4608, 4608 ] ], [ "model.visual.merger.linear_fc2.weight", [ 5120, 4608 ] ] ], "kept_bf16": [ "model.visual.blocks.0.attn.proj.bias", "model.visual.blocks.0.attn.qkv.bias", "model.visual.blocks.0.mlp.linear_fc1.bias", "model.visual.blocks.0.mlp.linear_fc2.bias", "model.visual.blocks.0.norm1.bias", "model.visual.blocks.0.norm1.weight", "model.visual.blocks.0.norm2.bias", "model.visual.blocks.0.norm2.weight", "model.visual.blocks.1.attn.proj.bias", "model.visual.blocks.1.attn.qkv.bias", "model.visual.blocks.1.mlp.linear_fc1.bias", "model.visual.blocks.1.mlp.linear_fc2.bias", "model.visual.blocks.1.norm1.bias", "model.visual.blocks.1.norm1.weight", "model.visual.blocks.1.norm2.bias", "model.visual.blocks.1.norm2.weight", "model.visual.blocks.10.attn.proj.bias", "model.visual.blocks.10.attn.qkv.bias", "model.visual.blocks.10.mlp.linear_fc1.bias", "model.visual.blocks.10.mlp.linear_fc2.bias", "model.visual.blocks.10.norm1.bias", "model.visual.blocks.10.norm1.weight", "model.visual.blocks.10.norm2.bias", "model.visual.blocks.10.norm2.weight", "model.visual.blocks.11.attn.proj.bias", "model.visual.blocks.11.attn.qkv.bias", "model.visual.blocks.11.mlp.linear_fc1.bias", "model.visual.blocks.11.mlp.linear_fc2.bias", "model.visual.blocks.11.norm1.bias", "model.visual.blocks.11.norm1.weight", "model.visual.blocks.11.norm2.bias", "model.visual.blocks.11.norm2.weight", "model.visual.blocks.12.attn.proj.bias", "model.visual.blocks.12.attn.qkv.bias", "model.visual.blocks.12.mlp.linear_fc1.bias", "model.visual.blocks.12.mlp.linear_fc2.bias", "model.visual.blocks.12.norm1.bias", "model.visual.blocks.12.norm1.weight", "model.visual.blocks.12.norm2.bias", "model.visual.blocks.12.norm2.weight", "model.visual.blocks.13.attn.proj.bias", "model.visual.blocks.13.attn.qkv.bias", "model.visual.blocks.13.mlp.linear_fc1.bias", "model.visual.blocks.13.mlp.linear_fc2.bias", "model.visual.blocks.13.norm1.bias", "model.visual.blocks.13.norm1.weight", "model.visual.blocks.13.norm2.bias", "model.visual.blocks.13.norm2.weight", "model.visual.blocks.14.attn.proj.bias", "model.visual.blocks.14.attn.qkv.bias", "model.visual.blocks.14.mlp.linear_fc1.bias", "model.visual.blocks.14.mlp.linear_fc2.bias", "model.visual.blocks.14.norm1.bias", "model.visual.blocks.14.norm1.weight", "model.visual.blocks.14.norm2.bias", "model.visual.blocks.14.norm2.weight", "model.visual.blocks.15.attn.proj.bias", "model.visual.blocks.15.attn.qkv.bias", "model.visual.blocks.15.mlp.linear_fc1.bias", "model.visual.blocks.15.mlp.linear_fc2.bias", "model.visual.blocks.15.norm1.bias", "model.visual.blocks.15.norm1.weight", "model.visual.blocks.15.norm2.bias", "model.visual.blocks.15.norm2.weight", "model.visual.blocks.16.attn.proj.bias", "model.visual.blocks.16.attn.qkv.bias", "model.visual.blocks.16.mlp.linear_fc1.bias", "model.visual.blocks.16.mlp.linear_fc2.bias", "model.visual.blocks.16.norm1.bias", "model.visual.blocks.16.norm1.weight", "model.visual.blocks.16.norm2.bias", "model.visual.blocks.16.norm2.weight", "model.visual.blocks.17.attn.proj.bias", "model.visual.blocks.17.attn.qkv.bias", "model.visual.blocks.17.mlp.linear_fc1.bias", "model.visual.blocks.17.mlp.linear_fc2.bias", "model.visual.blocks.17.norm1.bias", "model.visual.blocks.17.norm1.weight", "model.visual.blocks.17.norm2.bias", "model.visual.blocks.17.norm2.weight", "model.visual.blocks.18.attn.proj.bias", "model.visual.blocks.18.attn.qkv.bias", "model.visual.blocks.18.mlp.linear_fc1.bias", "model.visual.blocks.18.mlp.linear_fc2.bias", "model.visual.blocks.18.norm1.bias", "model.visual.blocks.18.norm1.weight", "model.visual.blocks.18.norm2.bias", "model.visual.blocks.18.norm2.weight", "model.visual.blocks.19.attn.proj.bias", "model.visual.blocks.19.attn.qkv.bias", "model.visual.blocks.19.mlp.linear_fc1.bias", "model.visual.blocks.19.mlp.linear_fc2.bias", "model.visual.blocks.19.norm1.bias", "model.visual.blocks.19.norm1.weight", "model.visual.blocks.19.norm2.bias", "model.visual.blocks.19.norm2.weight", "model.visual.blocks.2.attn.proj.bias", "model.visual.blocks.2.attn.qkv.bias", "model.visual.blocks.2.mlp.linear_fc1.bias", "model.visual.blocks.2.mlp.linear_fc2.bias", "model.visual.blocks.2.norm1.bias", "model.visual.blocks.2.norm1.weight", "model.visual.blocks.2.norm2.bias", "model.visual.blocks.2.norm2.weight", "model.visual.blocks.20.attn.proj.bias", "model.visual.blocks.20.attn.qkv.bias", "model.visual.blocks.20.mlp.linear_fc1.bias", "model.visual.blocks.20.mlp.linear_fc2.bias", "model.visual.blocks.20.norm1.bias", "model.visual.blocks.20.norm1.weight", "model.visual.blocks.20.norm2.bias", "model.visual.blocks.20.norm2.weight", "model.visual.blocks.21.attn.proj.bias", "model.visual.blocks.21.attn.qkv.bias", "model.visual.blocks.21.mlp.linear_fc1.bias", "model.visual.blocks.21.mlp.linear_fc2.bias", "model.visual.blocks.21.norm1.bias", "model.visual.blocks.21.norm1.weight", "model.visual.blocks.21.norm2.bias", "model.visual.blocks.21.norm2.weight", "model.visual.blocks.22.attn.proj.bias", "model.visual.blocks.22.attn.qkv.bias", "model.visual.blocks.22.mlp.linear_fc1.bias", "model.visual.blocks.22.mlp.linear_fc2.bias", "model.visual.blocks.22.norm1.bias", "model.visual.blocks.22.norm1.weight", "model.visual.blocks.22.norm2.bias", "model.visual.blocks.22.norm2.weight", "model.visual.blocks.23.attn.proj.bias", "model.visual.blocks.23.attn.qkv.bias", "model.visual.blocks.23.mlp.linear_fc1.bias", "model.visual.blocks.23.mlp.linear_fc2.bias", "model.visual.blocks.23.norm1.bias", "model.visual.blocks.23.norm1.weight", "model.visual.blocks.23.norm2.bias", "model.visual.blocks.23.norm2.weight", "model.visual.blocks.24.attn.proj.bias", "model.visual.blocks.24.attn.qkv.bias", "model.visual.blocks.24.mlp.linear_fc1.bias", "model.visual.blocks.24.mlp.linear_fc2.bias", "model.visual.blocks.24.norm1.bias", "model.visual.blocks.24.norm1.weight", "model.visual.blocks.24.norm2.bias", "model.visual.blocks.24.norm2.weight", "model.visual.blocks.25.attn.proj.bias", "model.visual.blocks.25.attn.qkv.bias", "model.visual.blocks.25.mlp.linear_fc1.bias", "model.visual.blocks.25.mlp.linear_fc2.bias", "model.visual.blocks.25.norm1.bias", "model.visual.blocks.25.norm1.weight", "model.visual.blocks.25.norm2.bias", "model.visual.blocks.25.norm2.weight", "model.visual.blocks.26.attn.proj.bias", "model.visual.blocks.26.attn.qkv.bias", "model.visual.blocks.26.mlp.linear_fc1.bias", "model.visual.blocks.26.mlp.linear_fc2.bias", "model.visual.blocks.26.norm1.bias", "model.visual.blocks.26.norm1.weight", "model.visual.blocks.26.norm2.bias", "model.visual.blocks.26.norm2.weight", "model.visual.blocks.3.attn.proj.bias", "model.visual.blocks.3.attn.qkv.bias", "model.visual.blocks.3.mlp.linear_fc1.bias", "model.visual.blocks.3.mlp.linear_fc2.bias", "model.visual.blocks.3.norm1.bias", "model.visual.blocks.3.norm1.weight", "model.visual.blocks.3.norm2.bias", "model.visual.blocks.3.norm2.weight", "model.visual.blocks.4.attn.proj.bias", "model.visual.blocks.4.attn.qkv.bias", "model.visual.blocks.4.mlp.linear_fc1.bias", "model.visual.blocks.4.mlp.linear_fc2.bias", "model.visual.blocks.4.norm1.bias", "model.visual.blocks.4.norm1.weight", "model.visual.blocks.4.norm2.bias", "model.visual.blocks.4.norm2.weight", "model.visual.blocks.5.attn.proj.bias", "model.visual.blocks.5.attn.qkv.bias", "model.visual.blocks.5.mlp.linear_fc1.bias", "model.visual.blocks.5.mlp.linear_fc2.bias", "model.visual.blocks.5.norm1.bias", "model.visual.blocks.5.norm1.weight", "model.visual.blocks.5.norm2.bias", "model.visual.blocks.5.norm2.weight", "model.visual.blocks.6.attn.proj.bias", "model.visual.blocks.6.attn.qkv.bias", "model.visual.blocks.6.mlp.linear_fc1.bias", "model.visual.blocks.6.mlp.linear_fc2.bias", "model.visual.blocks.6.norm1.bias", "model.visual.blocks.6.norm1.weight", "model.visual.blocks.6.norm2.bias", "model.visual.blocks.6.norm2.weight", "model.visual.blocks.7.attn.proj.bias", "model.visual.blocks.7.attn.qkv.bias", "model.visual.blocks.7.mlp.linear_fc1.bias", "model.visual.blocks.7.mlp.linear_fc2.bias", "model.visual.blocks.7.norm1.bias", "model.visual.blocks.7.norm1.weight", "model.visual.blocks.7.norm2.bias", "model.visual.blocks.7.norm2.weight", "model.visual.blocks.8.attn.proj.bias", "model.visual.blocks.8.attn.qkv.bias", "model.visual.blocks.8.mlp.linear_fc1.bias", "model.visual.blocks.8.mlp.linear_fc2.bias", "model.visual.blocks.8.norm1.bias", "model.visual.blocks.8.norm1.weight", "model.visual.blocks.8.norm2.bias", "model.visual.blocks.8.norm2.weight", "model.visual.blocks.9.attn.proj.bias", "model.visual.blocks.9.attn.qkv.bias", "model.visual.blocks.9.mlp.linear_fc1.bias", "model.visual.blocks.9.mlp.linear_fc2.bias", "model.visual.blocks.9.norm1.bias", "model.visual.blocks.9.norm1.weight", "model.visual.blocks.9.norm2.bias", "model.visual.blocks.9.norm2.weight", "model.visual.merger.linear_fc1.bias", "model.visual.merger.linear_fc2.bias", "model.visual.merger.norm.bias", "model.visual.merger.norm.weight", "model.visual.patch_embed.proj.bias", "model.visual.patch_embed.proj.weight", "model.visual.pos_embed.weight" ], "skipped_odd": [], "seconds": 7.2, "counts": { "quantised": 110, "kept_bf16": 223, "skipped_odd": 0 }, "output_mib": 253.8 }