Model's state_dict: encoder.modality_preprocessors.vision.cls_token torch.Size([1, 1, 768]) encoder.modality_preprocessors.vision.rgbt_stem.proj.1.weight torch.Size([768, 3, 2, 14, 14]) encoder.modality_preprocessors.vision.pos_embedding_helper.pos_embed torch.Size([1, 7681, 768]) encoder.modality_preprocessors.audio.cls_token torch.Size([1, 1, 768]) encoder.modality_preprocessors.audio.rgbt_stem.proj.weight torch.Size([768, 1, 16, 16]) encoder.modality_preprocessors.audio.rgbt_stem.norm_layer.weight torch.Size([768]) encoder.modality_preprocessors.audio.pos_embedding_helper.pos_embed torch.Size([1, 229, 768]) encoder.modality_preprocessors.depth.cls_token torch.Size([1, 1, 384]) encoder.modality_preprocessors.depth.depth_stem.proj.weight torch.Size([384, 1, 16, 16]) encoder.modality_preprocessors.depth.depth_stem.norm_layer.weight torch.Size([384]) encoder.modality_preprocessors.depth.pos_embedding_helper.pos_embed torch.Size([1, 197, 384]) encoder.modality_preprocessors.thermal.cls_token torch.Size([1, 1, 768]) encoder.modality_preprocessors.thermal.rgbt_stem.proj.weight torch.Size([768, 1, 16, 16]) encoder.modality_preprocessors.thermal.rgbt_stem.norm_layer.weight torch.Size([768]) encoder.modality_preprocessors.thermal.pos_embedding_helper.pos_embed torch.Size([1, 197, 768]) encoder.modality_transformers.vision.pre_transformer_layer.0.weight torch.Size([768]) encoder.modality_transformers.vision.blocks.0.attn.in_proj_weight torch.Size([2304, 768]) encoder.modality_transformers.vision.blocks.0.attn.in_proj_bias torch.Size([2304]) encoder.modality_transformers.vision.blocks.0.attn.out_proj.weight torch.Size([768, 768]) encoder.modality_transformers.vision.blocks.0.attn.out_proj.bias torch.Size([768]) encoder.modality_transformers.vision.blocks.0.norm1.weight torch.Size([768]) encoder.modality_transformers.vision.blocks.0.norm2.weight torch.Size([768]) encoder.modality_transformers.vision.blocks.0.mlp.w1.weight torch.Size([512, 768]) encoder.modality_transformers.vision.blocks.0.mlp.w2.weight torch.Size([768, 512]) encoder.modality_transformers.vision.blocks.0.mlp.w3.weight torch.Size([512, 768]) encoder.modality_transformers.vision.blocks.1.attn.in_proj_weight torch.Size([2304, 768]) encoder.modality_transformers.vision.blocks.1.attn.in_proj_bias torch.Size([2304]) encoder.modality_transformers.vision.blocks.1.attn.out_proj.weight torch.Size([768, 768]) encoder.modality_transformers.vision.blocks.1.attn.out_proj.bias torch.Size([768]) encoder.modality_transformers.vision.blocks.1.norm1.weight torch.Size([768]) encoder.modality_transformers.vision.blocks.1.norm2.weight torch.Size([768]) encoder.modality_transformers.vision.blocks.1.mlp.w1.weight torch.Size([512, 768]) encoder.modality_transformers.vision.blocks.1.mlp.w2.weight torch.Size([768, 512]) encoder.modality_transformers.vision.blocks.1.mlp.w3.weight torch.Size([512, 768]) encoder.modality_transformers.vision.blocks.2.attn.in_proj_weight torch.Size([2304, 768]) encoder.modality_transformers.vision.blocks.2.attn.in_proj_bias torch.Size([2304]) encoder.modality_transformers.vision.blocks.2.attn.out_proj.weight torch.Size([768, 768]) encoder.modality_transformers.vision.blocks.2.attn.out_proj.bias torch.Size([768]) encoder.modality_transformers.vision.blocks.2.norm1.weight torch.Size([768]) encoder.modality_transformers.vision.blocks.2.norm2.weight torch.Size([768]) encoder.modality_transformers.vision.blocks.2.mlp.w1.weight torch.Size([512, 768]) encoder.modality_transformers.vision.blocks.2.mlp.w2.weight torch.Size([768, 512]) encoder.modality_transformers.vision.blocks.2.mlp.w3.weight torch.Size([512, 768]) encoder.modality_transformers.vision.blocks.3.attn.in_proj_weight torch.Size([2304, 768]) encoder.modality_transformers.vision.blocks.3.attn.in_proj_bias torch.Size([2304]) encoder.modality_transformers.vision.blocks.3.attn.out_proj.weight torch.Size([768, 768]) encoder.modality_transformers.vision.blocks.3.attn.out_proj.bias torch.Size([768]) encoder.modality_transformers.vision.blocks.3.norm1.weight torch.Size([768]) encoder.modality_transformers.vision.blocks.3.norm2.weight torch.Size([768]) encoder.modality_transformers.vision.blocks.3.mlp.w1.weight torch.Size([512, 768]) encoder.modality_transformers.vision.blocks.3.mlp.w2.weight torch.Size([768, 512]) encoder.modality_transformers.vision.blocks.3.mlp.w3.weight torch.Size([512, 768]) encoder.modality_transformers.vision.blocks.4.attn.in_proj_weight torch.Size([2304, 768]) encoder.modality_transformers.vision.blocks.4.attn.in_proj_bias torch.Size([2304]) encoder.modality_transformers.vision.blocks.4.attn.out_proj.weight torch.Size([768, 768]) encoder.modality_transformers.vision.blocks.4.attn.out_proj.bias torch.Size([768]) encoder.modality_transformers.vision.blocks.4.norm1.weight torch.Size([768]) encoder.modality_transformers.vision.blocks.4.norm2.weight torch.Size([768]) encoder.modality_transformers.vision.blocks.4.mlp.w1.weight torch.Size([512, 768]) encoder.modality_transformers.vision.blocks.4.mlp.w2.weight torch.Size([768, 512]) encoder.modality_transformers.vision.blocks.4.mlp.w3.weight torch.Size([512, 768]) encoder.modality_transformers.vision.blocks.5.attn.in_proj_weight torch.Size([2304, 768]) encoder.modality_transformers.vision.blocks.5.attn.in_proj_bias torch.Size([2304]) encoder.modality_transformers.vision.blocks.5.attn.out_proj.weight torch.Size([768, 768]) encoder.modality_transformers.vision.blocks.5.attn.out_proj.bias torch.Size([768]) encoder.modality_transformers.vision.blocks.5.norm1.weight torch.Size([768]) encoder.modality_transformers.vision.blocks.5.norm2.weight torch.Size([768]) encoder.modality_transformers.vision.blocks.5.mlp.w1.weight torch.Size([512, 768]) encoder.modality_transformers.vision.blocks.5.mlp.w2.weight torch.Size([768, 512]) encoder.modality_transformers.vision.blocks.5.mlp.w3.weight torch.Size([512, 768]) encoder.modality_transformers.vision.blocks.6.attn.in_proj_weight torch.Size([2304, 768]) encoder.modality_transformers.vision.blocks.6.attn.in_proj_bias torch.Size([2304]) encoder.modality_transformers.vision.blocks.6.attn.out_proj.weight torch.Size([768, 768]) encoder.modality_transformers.vision.blocks.6.attn.out_proj.bias torch.Size([768]) encoder.modality_transformers.vision.blocks.6.norm1.weight torch.Size([768]) encoder.modality_transformers.vision.blocks.6.norm2.weight torch.Size([768]) encoder.modality_transformers.vision.blocks.6.mlp.w1.weight torch.Size([512, 768]) encoder.modality_transformers.vision.blocks.6.mlp.w2.weight torch.Size([768, 512]) encoder.modality_transformers.vision.blocks.6.mlp.w3.weight torch.Size([512, 768]) encoder.modality_transformers.vision.blocks.7.attn.in_proj_weight torch.Size([2304, 768]) encoder.modality_transformers.vision.blocks.7.attn.in_proj_bias torch.Size([2304]) encoder.modality_transformers.vision.blocks.7.attn.out_proj.weight torch.Size([768, 768]) encoder.modality_transformers.vision.blocks.7.attn.out_proj.bias torch.Size([768]) encoder.modality_transformers.vision.blocks.7.norm1.weight torch.Size([768]) encoder.modality_transformers.vision.blocks.7.norm2.weight torch.Size([768]) encoder.modality_transformers.vision.blocks.7.mlp.w1.weight torch.Size([512, 768]) encoder.modality_transformers.vision.blocks.7.mlp.w2.weight torch.Size([768, 512]) encoder.modality_transformers.vision.blocks.7.mlp.w3.weight torch.Size([512, 768]) encoder.modality_transformers.vision.blocks.8.attn.in_proj_weight torch.Size([2304, 768]) encoder.modality_transformers.vision.blocks.8.attn.in_proj_bias torch.Size([2304]) encoder.modality_transformers.vision.blocks.8.attn.out_proj.weight torch.Size([768, 768]) encoder.modality_transformers.vision.blocks.8.attn.out_proj.bias torch.Size([768]) encoder.modality_transformers.vision.blocks.8.norm1.weight torch.Size([768]) encoder.modality_transformers.vision.blocks.8.norm2.weight torch.Size([768]) encoder.modality_transformers.vision.blocks.8.mlp.w1.weight torch.Size([512, 768]) encoder.modality_transformers.vision.blocks.8.mlp.w2.weight torch.Size([768, 512]) encoder.modality_transformers.vision.blocks.8.mlp.w3.weight torch.Size([512, 768]) encoder.modality_transformers.vision.blocks.9.attn.in_proj_weight torch.Size([2304, 768]) encoder.modality_transformers.vision.blocks.9.attn.in_proj_bias torch.Size([2304]) encoder.modality_transformers.vision.blocks.9.attn.out_proj.weight torch.Size([768, 768]) encoder.modality_transformers.vision.blocks.9.attn.out_proj.bias torch.Size([768]) encoder.modality_transformers.vision.blocks.9.norm1.weight torch.Size([768]) encoder.modality_transformers.vision.blocks.9.norm2.weight torch.Size([768]) encoder.modality_transformers.vision.blocks.9.mlp.w1.weight torch.Size([512, 768]) encoder.modality_transformers.vision.blocks.9.mlp.w2.weight torch.Size([768, 512]) encoder.modality_transformers.vision.blocks.9.mlp.w3.weight torch.Size([512, 768]) encoder.modality_transformers.vision.blocks.10.attn.in_proj_weight torch.Size([2304, 768]) encoder.modality_transformers.vision.blocks.10.attn.in_proj_bias torch.Size([2304]) encoder.modality_transformers.vision.blocks.10.attn.out_proj.weight torch.Size([768, 768]) encoder.modality_transformers.vision.blocks.10.attn.out_proj.bias torch.Size([768]) encoder.modality_transformers.vision.blocks.10.norm1.weight torch.Size([768]) encoder.modality_transformers.vision.blocks.10.norm2.weight torch.Size([768]) encoder.modality_transformers.vision.blocks.10.mlp.w1.weight torch.Size([512, 768]) encoder.modality_transformers.vision.blocks.10.mlp.w2.weight torch.Size([768, 512]) encoder.modality_transformers.vision.blocks.10.mlp.w3.weight torch.Size([512, 768]) encoder.modality_transformers.vision.blocks.11.attn.in_proj_weight torch.Size([2304, 768]) encoder.modality_transformers.vision.blocks.11.attn.in_proj_bias torch.Size([2304]) encoder.modality_transformers.vision.blocks.11.attn.out_proj.weight torch.Size([768, 768]) encoder.modality_transformers.vision.blocks.11.attn.out_proj.bias torch.Size([768]) encoder.modality_transformers.vision.blocks.11.norm1.weight torch.Size([768]) encoder.modality_transformers.vision.blocks.11.norm2.weight torch.Size([768]) encoder.modality_transformers.vision.blocks.11.mlp.w1.weight torch.Size([512, 768]) encoder.modality_transformers.vision.blocks.11.mlp.w2.weight torch.Size([768, 512]) encoder.modality_transformers.vision.blocks.11.mlp.w3.weight torch.Size([512, 768]) encoder.modality_transformers.audio.pre_transformer_layer.0.weight torch.Size([768]) encoder.modality_transformers.audio.blocks.0.attn.in_proj_weight torch.Size([2304, 768]) encoder.modality_transformers.audio.blocks.0.attn.in_proj_bias torch.Size([2304]) encoder.modality_transformers.audio.blocks.0.attn.bias_k torch.Size([1, 1, 768]) encoder.modality_transformers.audio.blocks.0.attn.bias_v torch.Size([1, 1, 768]) encoder.modality_transformers.audio.blocks.0.attn.out_proj.weight torch.Size([768, 768]) encoder.modality_transformers.audio.blocks.0.attn.out_proj.bias torch.Size([768]) encoder.modality_transformers.audio.blocks.0.norm1.weight torch.Size([768]) encoder.modality_transformers.audio.blocks.0.norm2.weight torch.Size([768]) encoder.modality_transformers.audio.blocks.0.mlp.w1.weight torch.Size([512, 768]) encoder.modality_transformers.audio.blocks.0.mlp.w2.weight torch.Size([768, 512]) encoder.modality_transformers.audio.blocks.0.mlp.w3.weight torch.Size([512, 768]) encoder.modality_transformers.audio.blocks.1.attn.in_proj_weight torch.Size([2304, 768]) encoder.modality_transformers.audio.blocks.1.attn.in_proj_bias torch.Size([2304]) encoder.modality_transformers.audio.blocks.1.attn.bias_k torch.Size([1, 1, 768]) encoder.modality_transformers.audio.blocks.1.attn.bias_v torch.Size([1, 1, 768]) encoder.modality_transformers.audio.blocks.1.attn.out_proj.weight torch.Size([768, 768]) encoder.modality_transformers.audio.blocks.1.attn.out_proj.bias torch.Size([768]) encoder.modality_transformers.audio.blocks.1.norm1.weight torch.Size([768]) encoder.modality_transformers.audio.blocks.1.norm2.weight torch.Size([768]) encoder.modality_transformers.audio.blocks.1.mlp.w1.weight torch.Size([512, 768]) encoder.modality_transformers.audio.blocks.1.mlp.w2.weight torch.Size([768, 512]) encoder.modality_transformers.audio.blocks.1.mlp.w3.weight torch.Size([512, 768]) encoder.modality_transformers.audio.blocks.2.attn.in_proj_weight torch.Size([2304, 768]) encoder.modality_transformers.audio.blocks.2.attn.in_proj_bias torch.Size([2304]) encoder.modality_transformers.audio.blocks.2.attn.bias_k torch.Size([1, 1, 768]) encoder.modality_transformers.audio.blocks.2.attn.bias_v torch.Size([1, 1, 768]) encoder.modality_transformers.audio.blocks.2.attn.out_proj.weight torch.Size([768, 768]) encoder.modality_transformers.audio.blocks.2.attn.out_proj.bias torch.Size([768]) encoder.modality_transformers.audio.blocks.2.norm1.weight torch.Size([768]) encoder.modality_transformers.audio.blocks.2.norm2.weight torch.Size([768]) encoder.modality_transformers.audio.blocks.2.mlp.w1.weight torch.Size([512, 768]) encoder.modality_transformers.audio.blocks.2.mlp.w2.weight torch.Size([768, 512]) encoder.modality_transformers.audio.blocks.2.mlp.w3.weight torch.Size([512, 768]) encoder.modality_transformers.audio.blocks.3.attn.in_proj_weight torch.Size([2304, 768]) encoder.modality_transformers.audio.blocks.3.attn.in_proj_bias torch.Size([2304]) encoder.modality_transformers.audio.blocks.3.attn.bias_k torch.Size([1, 1, 768]) encoder.modality_transformers.audio.blocks.3.attn.bias_v torch.Size([1, 1, 768]) encoder.modality_transformers.audio.blocks.3.attn.out_proj.weight torch.Size([768, 768]) encoder.modality_transformers.audio.blocks.3.attn.out_proj.bias torch.Size([768]) encoder.modality_transformers.audio.blocks.3.norm1.weight torch.Size([768]) encoder.modality_transformers.audio.blocks.3.norm2.weight torch.Size([768]) encoder.modality_transformers.audio.blocks.3.mlp.w1.weight torch.Size([512, 768]) encoder.modality_transformers.audio.blocks.3.mlp.w2.weight torch.Size([768, 512]) encoder.modality_transformers.audio.blocks.3.mlp.w3.weight torch.Size([512, 768]) encoder.modality_transformers.audio.blocks.4.attn.in_proj_weight torch.Size([2304, 768]) encoder.modality_transformers.audio.blocks.4.attn.in_proj_bias torch.Size([2304]) encoder.modality_transformers.audio.blocks.4.attn.bias_k torch.Size([1, 1, 768]) encoder.modality_transformers.audio.blocks.4.attn.bias_v torch.Size([1, 1, 768]) encoder.modality_transformers.audio.blocks.4.attn.out_proj.weight torch.Size([768, 768]) encoder.modality_transformers.audio.blocks.4.attn.out_proj.bias torch.Size([768]) encoder.modality_transformers.audio.blocks.4.norm1.weight torch.Size([768]) encoder.modality_transformers.audio.blocks.4.norm2.weight torch.Size([768]) encoder.modality_transformers.audio.blocks.4.mlp.w1.weight torch.Size([512, 768]) encoder.modality_transformers.audio.blocks.4.mlp.w2.weight torch.Size([768, 512]) encoder.modality_transformers.audio.blocks.4.mlp.w3.weight torch.Size([512, 768]) encoder.modality_transformers.audio.blocks.5.attn.in_proj_weight torch.Size([2304, 768]) encoder.modality_transformers.audio.blocks.5.attn.in_proj_bias torch.Size([2304]) encoder.modality_transformers.audio.blocks.5.attn.bias_k torch.Size([1, 1, 768]) encoder.modality_transformers.audio.blocks.5.attn.bias_v torch.Size([1, 1, 768]) encoder.modality_transformers.audio.blocks.5.attn.out_proj.weight torch.Size([768, 768]) encoder.modality_transformers.audio.blocks.5.attn.out_proj.bias torch.Size([768]) encoder.modality_transformers.audio.blocks.5.norm1.weight torch.Size([768]) encoder.modality_transformers.audio.blocks.5.norm2.weight torch.Size([768]) encoder.modality_transformers.audio.blocks.5.mlp.w1.weight torch.Size([512, 768]) encoder.modality_transformers.audio.blocks.5.mlp.w2.weight torch.Size([768, 512]) encoder.modality_transformers.audio.blocks.5.mlp.w3.weight torch.Size([512, 768]) encoder.modality_transformers.audio.blocks.6.attn.in_proj_weight torch.Size([2304, 768]) encoder.modality_transformers.audio.blocks.6.attn.in_proj_bias torch.Size([2304]) encoder.modality_transformers.audio.blocks.6.attn.bias_k torch.Size([1, 1, 768]) encoder.modality_transformers.audio.blocks.6.attn.bias_v torch.Size([1, 1, 768]) encoder.modality_transformers.audio.blocks.6.attn.out_proj.weight torch.Size([768, 768]) encoder.modality_transformers.audio.blocks.6.attn.out_proj.bias torch.Size([768]) encoder.modality_transformers.audio.blocks.6.norm1.weight torch.Size([768]) encoder.modality_transformers.audio.blocks.6.norm2.weight torch.Size([768]) encoder.modality_transformers.audio.blocks.6.mlp.w1.weight torch.Size([512, 768]) encoder.modality_transformers.audio.blocks.6.mlp.w2.weight torch.Size([768, 512]) encoder.modality_transformers.audio.blocks.6.mlp.w3.weight torch.Size([512, 768]) encoder.modality_transformers.audio.blocks.7.attn.in_proj_weight torch.Size([2304, 768]) encoder.modality_transformers.audio.blocks.7.attn.in_proj_bias torch.Size([2304]) encoder.modality_transformers.audio.blocks.7.attn.bias_k torch.Size([1, 1, 768]) encoder.modality_transformers.audio.blocks.7.attn.bias_v torch.Size([1, 1, 768]) encoder.modality_transformers.audio.blocks.7.attn.out_proj.weight torch.Size([768, 768]) encoder.modality_transformers.audio.blocks.7.attn.out_proj.bias torch.Size([768]) encoder.modality_transformers.audio.blocks.7.norm1.weight torch.Size([768]) encoder.modality_transformers.audio.blocks.7.norm2.weight torch.Size([768]) encoder.modality_transformers.audio.blocks.7.mlp.w1.weight torch.Size([512, 768]) encoder.modality_transformers.audio.blocks.7.mlp.w2.weight torch.Size([768, 512]) encoder.modality_transformers.audio.blocks.7.mlp.w3.weight torch.Size([512, 768]) encoder.modality_transformers.audio.blocks.8.attn.in_proj_weight torch.Size([2304, 768]) encoder.modality_transformers.audio.blocks.8.attn.in_proj_bias torch.Size([2304]) encoder.modality_transformers.audio.blocks.8.attn.bias_k torch.Size([1, 1, 768]) encoder.modality_transformers.audio.blocks.8.attn.bias_v torch.Size([1, 1, 768]) encoder.modality_transformers.audio.blocks.8.attn.out_proj.weight torch.Size([768, 768]) encoder.modality_transformers.audio.blocks.8.attn.out_proj.bias torch.Size([768]) encoder.modality_transformers.audio.blocks.8.norm1.weight torch.Size([768]) encoder.modality_transformers.audio.blocks.8.norm2.weight torch.Size([768]) encoder.modality_transformers.audio.blocks.8.mlp.w1.weight torch.Size([512, 768]) encoder.modality_transformers.audio.blocks.8.mlp.w2.weight torch.Size([768, 512]) encoder.modality_transformers.audio.blocks.8.mlp.w3.weight torch.Size([512, 768]) encoder.modality_transformers.audio.blocks.9.attn.in_proj_weight torch.Size([2304, 768]) encoder.modality_transformers.audio.blocks.9.attn.in_proj_bias torch.Size([2304]) encoder.modality_transformers.audio.blocks.9.attn.bias_k torch.Size([1, 1, 768]) encoder.modality_transformers.audio.blocks.9.attn.bias_v torch.Size([1, 1, 768]) encoder.modality_transformers.audio.blocks.9.attn.out_proj.weight torch.Size([768, 768]) encoder.modality_transformers.audio.blocks.9.attn.out_proj.bias torch.Size([768]) encoder.modality_transformers.audio.blocks.9.norm1.weight torch.Size([768]) encoder.modality_transformers.audio.blocks.9.norm2.weight torch.Size([768]) encoder.modality_transformers.audio.blocks.9.mlp.w1.weight torch.Size([512, 768]) encoder.modality_transformers.audio.blocks.9.mlp.w2.weight torch.Size([768, 512]) encoder.modality_transformers.audio.blocks.9.mlp.w3.weight torch.Size([512, 768]) encoder.modality_transformers.audio.blocks.10.attn.in_proj_weight torch.Size([2304, 768]) encoder.modality_transformers.audio.blocks.10.attn.in_proj_bias torch.Size([2304]) encoder.modality_transformers.audio.blocks.10.attn.bias_k torch.Size([1, 1, 768]) encoder.modality_transformers.audio.blocks.10.attn.bias_v torch.Size([1, 1, 768]) encoder.modality_transformers.audio.blocks.10.attn.out_proj.weight torch.Size([768, 768]) encoder.modality_transformers.audio.blocks.10.attn.out_proj.bias torch.Size([768]) encoder.modality_transformers.audio.blocks.10.norm1.weight torch.Size([768]) encoder.modality_transformers.audio.blocks.10.norm2.weight torch.Size([768]) encoder.modality_transformers.audio.blocks.10.mlp.w1.weight torch.Size([512, 768]) encoder.modality_transformers.audio.blocks.10.mlp.w2.weight torch.Size([768, 512]) encoder.modality_transformers.audio.blocks.10.mlp.w3.weight torch.Size([512, 768]) encoder.modality_transformers.audio.blocks.11.attn.in_proj_weight torch.Size([2304, 768]) encoder.modality_transformers.audio.blocks.11.attn.in_proj_bias torch.Size([2304]) encoder.modality_transformers.audio.blocks.11.attn.bias_k torch.Size([1, 1, 768]) encoder.modality_transformers.audio.blocks.11.attn.bias_v torch.Size([1, 1, 768]) encoder.modality_transformers.audio.blocks.11.attn.out_proj.weight torch.Size([768, 768]) encoder.modality_transformers.audio.blocks.11.attn.out_proj.bias torch.Size([768]) encoder.modality_transformers.audio.blocks.11.norm1.weight torch.Size([768]) encoder.modality_transformers.audio.blocks.11.norm2.weight torch.Size([768]) encoder.modality_transformers.audio.blocks.11.mlp.w1.weight torch.Size([512, 768]) encoder.modality_transformers.audio.blocks.11.mlp.w2.weight torch.Size([768, 512]) encoder.modality_transformers.audio.blocks.11.mlp.w3.weight torch.Size([512, 768]) encoder.modality_transformers.depth.pre_transformer_layer.0.weight torch.Size([384]) encoder.modality_transformers.depth.blocks.0.attn.in_proj_weight torch.Size([1152, 384]) encoder.modality_transformers.depth.blocks.0.attn.in_proj_bias torch.Size([1152]) encoder.modality_transformers.depth.blocks.0.attn.bias_k torch.Size([1, 1, 384]) encoder.modality_transformers.depth.blocks.0.attn.bias_v torch.Size([1, 1, 384]) encoder.modality_transformers.depth.blocks.0.attn.out_proj.weight torch.Size([384, 384]) encoder.modality_transformers.depth.blocks.0.attn.out_proj.bias torch.Size([384]) encoder.modality_transformers.depth.blocks.0.norm1.weight torch.Size([384]) encoder.modality_transformers.depth.blocks.0.norm2.weight torch.Size([384]) encoder.modality_transformers.depth.blocks.0.mlp.w1.weight torch.Size([256, 384]) encoder.modality_transformers.depth.blocks.0.mlp.w2.weight torch.Size([384, 256]) encoder.modality_transformers.depth.blocks.0.mlp.w3.weight torch.Size([256, 384]) encoder.modality_transformers.depth.blocks.1.attn.in_proj_weight torch.Size([1152, 384]) encoder.modality_transformers.depth.blocks.1.attn.in_proj_bias torch.Size([1152]) encoder.modality_transformers.depth.blocks.1.attn.bias_k torch.Size([1, 1, 384]) encoder.modality_transformers.depth.blocks.1.attn.bias_v torch.Size([1, 1, 384]) encoder.modality_transformers.depth.blocks.1.attn.out_proj.weight torch.Size([384, 384]) encoder.modality_transformers.depth.blocks.1.attn.out_proj.bias torch.Size([384]) encoder.modality_transformers.depth.blocks.1.norm1.weight torch.Size([384]) encoder.modality_transformers.depth.blocks.1.norm2.weight torch.Size([384]) encoder.modality_transformers.depth.blocks.1.mlp.w1.weight torch.Size([256, 384]) encoder.modality_transformers.depth.blocks.1.mlp.w2.weight torch.Size([384, 256]) encoder.modality_transformers.depth.blocks.1.mlp.w3.weight torch.Size([256, 384]) encoder.modality_transformers.depth.blocks.2.attn.in_proj_weight torch.Size([1152, 384]) encoder.modality_transformers.depth.blocks.2.attn.in_proj_bias torch.Size([1152]) encoder.modality_transformers.depth.blocks.2.attn.bias_k torch.Size([1, 1, 384]) encoder.modality_transformers.depth.blocks.2.attn.bias_v torch.Size([1, 1, 384]) encoder.modality_transformers.depth.blocks.2.attn.out_proj.weight torch.Size([384, 384]) encoder.modality_transformers.depth.blocks.2.attn.out_proj.bias torch.Size([384]) encoder.modality_transformers.depth.blocks.2.norm1.weight torch.Size([384]) encoder.modality_transformers.depth.blocks.2.norm2.weight torch.Size([384]) encoder.modality_transformers.depth.blocks.2.mlp.w1.weight torch.Size([256, 384]) encoder.modality_transformers.depth.blocks.2.mlp.w2.weight torch.Size([384, 256]) encoder.modality_transformers.depth.blocks.2.mlp.w3.weight torch.Size([256, 384]) encoder.modality_transformers.depth.blocks.3.attn.in_proj_weight torch.Size([1152, 384]) encoder.modality_transformers.depth.blocks.3.attn.in_proj_bias torch.Size([1152]) encoder.modality_transformers.depth.blocks.3.attn.bias_k torch.Size([1, 1, 384]) encoder.modality_transformers.depth.blocks.3.attn.bias_v torch.Size([1, 1, 384]) encoder.modality_transformers.depth.blocks.3.attn.out_proj.weight torch.Size([384, 384]) encoder.modality_transformers.depth.blocks.3.attn.out_proj.bias torch.Size([384]) encoder.modality_transformers.depth.blocks.3.norm1.weight torch.Size([384]) encoder.modality_transformers.depth.blocks.3.norm2.weight torch.Size([384]) encoder.modality_transformers.depth.blocks.3.mlp.w1.weight torch.Size([256, 384]) encoder.modality_transformers.depth.blocks.3.mlp.w2.weight torch.Size([384, 256]) encoder.modality_transformers.depth.blocks.3.mlp.w3.weight torch.Size([256, 384]) encoder.modality_transformers.depth.blocks.4.attn.in_proj_weight torch.Size([1152, 384]) encoder.modality_transformers.depth.blocks.4.attn.in_proj_bias torch.Size([1152]) encoder.modality_transformers.depth.blocks.4.attn.bias_k torch.Size([1, 1, 384]) encoder.modality_transformers.depth.blocks.4.attn.bias_v torch.Size([1, 1, 384]) encoder.modality_transformers.depth.blocks.4.attn.out_proj.weight torch.Size([384, 384]) encoder.modality_transformers.depth.blocks.4.attn.out_proj.bias torch.Size([384]) encoder.modality_transformers.depth.blocks.4.norm1.weight torch.Size([384]) encoder.modality_transformers.depth.blocks.4.norm2.weight torch.Size([384]) encoder.modality_transformers.depth.blocks.4.mlp.w1.weight torch.Size([256, 384]) encoder.modality_transformers.depth.blocks.4.mlp.w2.weight torch.Size([384, 256]) encoder.modality_transformers.depth.blocks.4.mlp.w3.weight torch.Size([256, 384]) encoder.modality_transformers.depth.blocks.5.attn.in_proj_weight torch.Size([1152, 384]) encoder.modality_transformers.depth.blocks.5.attn.in_proj_bias torch.Size([1152]) encoder.modality_transformers.depth.blocks.5.attn.bias_k torch.Size([1, 1, 384]) encoder.modality_transformers.depth.blocks.5.attn.bias_v torch.Size([1, 1, 384]) encoder.modality_transformers.depth.blocks.5.attn.out_proj.weight torch.Size([384, 384]) encoder.modality_transformers.depth.blocks.5.attn.out_proj.bias torch.Size([384]) encoder.modality_transformers.depth.blocks.5.norm1.weight torch.Size([384]) encoder.modality_transformers.depth.blocks.5.norm2.weight torch.Size([384]) encoder.modality_transformers.depth.blocks.5.mlp.w1.weight torch.Size([256, 384]) encoder.modality_transformers.depth.blocks.5.mlp.w2.weight torch.Size([384, 256]) encoder.modality_transformers.depth.blocks.5.mlp.w3.weight torch.Size([256, 384]) encoder.modality_transformers.thermal.pre_transformer_layer.0.weight torch.Size([768]) encoder.modality_transformers.thermal.blocks.0.attn.in_proj_weight torch.Size([2304, 768]) encoder.modality_transformers.thermal.blocks.0.attn.in_proj_bias torch.Size([2304]) encoder.modality_transformers.thermal.blocks.0.attn.bias_k torch.Size([1, 1, 768]) encoder.modality_transformers.thermal.blocks.0.attn.bias_v torch.Size([1, 1, 768]) encoder.modality_transformers.thermal.blocks.0.attn.out_proj.weight torch.Size([768, 768]) encoder.modality_transformers.thermal.blocks.0.attn.out_proj.bias torch.Size([768]) encoder.modality_transformers.thermal.blocks.0.norm1.weight torch.Size([768]) encoder.modality_transformers.thermal.blocks.0.norm2.weight torch.Size([768]) encoder.modality_transformers.thermal.blocks.0.mlp.w1.weight torch.Size([512, 768]) encoder.modality_transformers.thermal.blocks.0.mlp.w2.weight torch.Size([768, 512]) encoder.modality_transformers.thermal.blocks.0.mlp.w3.weight torch.Size([512, 768]) encoder.modality_transformers.thermal.blocks.1.attn.in_proj_weight torch.Size([2304, 768]) encoder.modality_transformers.thermal.blocks.1.attn.in_proj_bias torch.Size([2304]) encoder.modality_transformers.thermal.blocks.1.attn.bias_k torch.Size([1, 1, 768]) encoder.modality_transformers.thermal.blocks.1.attn.bias_v torch.Size([1, 1, 768]) encoder.modality_transformers.thermal.blocks.1.attn.out_proj.weight torch.Size([768, 768]) encoder.modality_transformers.thermal.blocks.1.attn.out_proj.bias torch.Size([768]) encoder.modality_transformers.thermal.blocks.1.norm1.weight torch.Size([768]) encoder.modality_transformers.thermal.blocks.1.norm2.weight torch.Size([768]) encoder.modality_transformers.thermal.blocks.1.mlp.w1.weight torch.Size([512, 768]) encoder.modality_transformers.thermal.blocks.1.mlp.w2.weight torch.Size([768, 512]) encoder.modality_transformers.thermal.blocks.1.mlp.w3.weight torch.Size([512, 768]) encoder.modality_transformers.thermal.blocks.2.attn.in_proj_weight torch.Size([2304, 768]) encoder.modality_transformers.thermal.blocks.2.attn.in_proj_bias torch.Size([2304]) encoder.modality_transformers.thermal.blocks.2.attn.bias_k torch.Size([1, 1, 768]) encoder.modality_transformers.thermal.blocks.2.attn.bias_v torch.Size([1, 1, 768]) encoder.modality_transformers.thermal.blocks.2.attn.out_proj.weight torch.Size([768, 768]) encoder.modality_transformers.thermal.blocks.2.attn.out_proj.bias torch.Size([768]) encoder.modality_transformers.thermal.blocks.2.norm1.weight torch.Size([768]) encoder.modality_transformers.thermal.blocks.2.norm2.weight torch.Size([768]) encoder.modality_transformers.thermal.blocks.2.mlp.w1.weight torch.Size([512, 768]) encoder.modality_transformers.thermal.blocks.2.mlp.w2.weight torch.Size([768, 512]) encoder.modality_transformers.thermal.blocks.2.mlp.w3.weight torch.Size([512, 768]) encoder.modality_transformers.thermal.blocks.3.attn.in_proj_weight torch.Size([2304, 768]) encoder.modality_transformers.thermal.blocks.3.attn.in_proj_bias torch.Size([2304]) encoder.modality_transformers.thermal.blocks.3.attn.bias_k torch.Size([1, 1, 768]) encoder.modality_transformers.thermal.blocks.3.attn.bias_v torch.Size([1, 1, 768]) encoder.modality_transformers.thermal.blocks.3.attn.out_proj.weight torch.Size([768, 768]) encoder.modality_transformers.thermal.blocks.3.attn.out_proj.bias torch.Size([768]) encoder.modality_transformers.thermal.blocks.3.norm1.weight torch.Size([768]) encoder.modality_transformers.thermal.blocks.3.norm2.weight torch.Size([768]) encoder.modality_transformers.thermal.blocks.3.mlp.w1.weight torch.Size([512, 768]) encoder.modality_transformers.thermal.blocks.3.mlp.w2.weight torch.Size([768, 512]) encoder.modality_transformers.thermal.blocks.3.mlp.w3.weight torch.Size([512, 768]) encoder.modality_transformers.thermal.blocks.4.attn.in_proj_weight torch.Size([2304, 768]) encoder.modality_transformers.thermal.blocks.4.attn.in_proj_bias torch.Size([2304]) encoder.modality_transformers.thermal.blocks.4.attn.bias_k torch.Size([1, 1, 768]) encoder.modality_transformers.thermal.blocks.4.attn.bias_v torch.Size([1, 1, 768]) encoder.modality_transformers.thermal.blocks.4.attn.out_proj.weight torch.Size([768, 768]) encoder.modality_transformers.thermal.blocks.4.attn.out_proj.bias torch.Size([768]) encoder.modality_transformers.thermal.blocks.4.norm1.weight torch.Size([768]) encoder.modality_transformers.thermal.blocks.4.norm2.weight torch.Size([768]) encoder.modality_transformers.thermal.blocks.4.mlp.w1.weight torch.Size([512, 768]) encoder.modality_transformers.thermal.blocks.4.mlp.w2.weight torch.Size([768, 512]) encoder.modality_transformers.thermal.blocks.4.mlp.w3.weight torch.Size([512, 768]) encoder.modality_transformers.thermal.blocks.5.attn.in_proj_weight torch.Size([2304, 768]) encoder.modality_transformers.thermal.blocks.5.attn.in_proj_bias torch.Size([2304]) encoder.modality_transformers.thermal.blocks.5.attn.bias_k torch.Size([1, 1, 768]) encoder.modality_transformers.thermal.blocks.5.attn.bias_v torch.Size([1, 1, 768]) encoder.modality_transformers.thermal.blocks.5.attn.out_proj.weight torch.Size([768, 768]) encoder.modality_transformers.thermal.blocks.5.attn.out_proj.bias torch.Size([768]) encoder.modality_transformers.thermal.blocks.5.norm1.weight torch.Size([768]) encoder.modality_transformers.thermal.blocks.5.norm2.weight torch.Size([768]) encoder.modality_transformers.thermal.blocks.5.mlp.w1.weight torch.Size([512, 768]) encoder.modality_transformers.thermal.blocks.5.mlp.w2.weight torch.Size([768, 512]) encoder.modality_transformers.thermal.blocks.5.mlp.w3.weight torch.Size([512, 768]) encoder.modality_heads.vision.0.weight torch.Size([768]) encoder.modality_heads.vision.2.weight torch.Size([1024, 768]) encoder.modality_heads.audio.0.weight torch.Size([768]) encoder.modality_heads.audio.2.weight torch.Size([1024, 768]) encoder.modality_heads.depth.0.weight torch.Size([384]) encoder.modality_heads.depth.2.weight torch.Size([1024, 384]) encoder.modality_heads.thermal.0.weight torch.Size([768]) encoder.modality_heads.thermal.2.weight torch.Size([1024, 768]) reasoner.model.embed_tokens.weight torch.Size([151936, 896]) reasoner.model.layers.0.self_attn.q_proj.weight torch.Size([896, 896]) reasoner.model.layers.0.self_attn.q_proj.bias torch.Size([896]) reasoner.model.layers.0.self_attn.k_proj.weight torch.Size([128, 896]) reasoner.model.layers.0.self_attn.k_proj.bias torch.Size([128]) reasoner.model.layers.0.self_attn.v_proj.weight torch.Size([128, 896]) reasoner.model.layers.0.self_attn.v_proj.bias torch.Size([128]) reasoner.model.layers.0.self_attn.o_proj.weight torch.Size([896, 896]) reasoner.model.layers.0.mlp.gate_proj.weight torch.Size([4864, 896]) reasoner.model.layers.0.mlp.up_proj.weight torch.Size([4864, 896]) reasoner.model.layers.0.mlp.down_proj.weight torch.Size([896, 4864]) reasoner.model.layers.0.input_layernorm.weight torch.Size([896]) reasoner.model.layers.0.post_attention_layernorm.weight torch.Size([896]) reasoner.model.layers.1.self_attn.q_proj.weight torch.Size([896, 896]) reasoner.model.layers.1.self_attn.q_proj.bias torch.Size([896]) reasoner.model.layers.1.self_attn.k_proj.weight torch.Size([128, 896]) reasoner.model.layers.1.self_attn.k_proj.bias torch.Size([128]) reasoner.model.layers.1.self_attn.v_proj.weight torch.Size([128, 896]) reasoner.model.layers.1.self_attn.v_proj.bias torch.Size([128]) reasoner.model.layers.1.self_attn.o_proj.weight torch.Size([896, 896]) reasoner.model.layers.1.mlp.gate_proj.weight torch.Size([4864, 896]) reasoner.model.layers.1.mlp.up_proj.weight torch.Size([4864, 896]) reasoner.model.layers.1.mlp.down_proj.weight torch.Size([896, 4864]) reasoner.model.layers.1.input_layernorm.weight torch.Size([896]) reasoner.model.layers.1.post_attention_layernorm.weight torch.Size([896]) reasoner.model.layers.2.self_attn.q_proj.weight torch.Size([896, 896]) reasoner.model.layers.2.self_attn.q_proj.bias torch.Size([896]) reasoner.model.layers.2.self_attn.k_proj.weight torch.Size([128, 896]) reasoner.model.layers.2.self_attn.k_proj.bias torch.Size([128]) reasoner.model.layers.2.self_attn.v_proj.weight torch.Size([128, 896]) reasoner.model.layers.2.self_attn.v_proj.bias torch.Size([128]) reasoner.model.layers.2.self_attn.o_proj.weight torch.Size([896, 896]) reasoner.model.layers.2.mlp.gate_proj.weight torch.Size([4864, 896]) reasoner.model.layers.2.mlp.up_proj.weight torch.Size([4864, 896]) reasoner.model.layers.2.mlp.down_proj.weight torch.Size([896, 4864]) reasoner.model.layers.2.input_layernorm.weight torch.Size([896]) reasoner.model.layers.2.post_attention_layernorm.weight torch.Size([896]) reasoner.model.layers.3.self_attn.q_proj.weight torch.Size([896, 896]) reasoner.model.layers.3.self_attn.q_proj.bias torch.Size([896]) reasoner.model.layers.3.self_attn.k_proj.weight torch.Size([128, 896]) reasoner.model.layers.3.self_attn.k_proj.bias torch.Size([128]) reasoner.model.layers.3.self_attn.v_proj.weight torch.Size([128, 896]) reasoner.model.layers.3.self_attn.v_proj.bias torch.Size([128]) reasoner.model.layers.3.self_attn.o_proj.weight torch.Size([896, 896]) reasoner.model.layers.3.mlp.gate_proj.weight torch.Size([4864, 896]) reasoner.model.layers.3.mlp.up_proj.weight torch.Size([4864, 896]) reasoner.model.layers.3.mlp.down_proj.weight torch.Size([896, 4864]) reasoner.model.layers.3.input_layernorm.weight torch.Size([896]) reasoner.model.layers.3.post_attention_layernorm.weight torch.Size([896]) reasoner.model.layers.4.self_attn.q_proj.weight torch.Size([896, 896]) reasoner.model.layers.4.self_attn.q_proj.bias torch.Size([896]) reasoner.model.layers.4.self_attn.k_proj.weight torch.Size([128, 896]) reasoner.model.layers.4.self_attn.k_proj.bias torch.Size([128]) reasoner.model.layers.4.self_attn.v_proj.weight torch.Size([128, 896]) reasoner.model.layers.4.self_attn.v_proj.bias torch.Size([128]) reasoner.model.layers.4.self_attn.o_proj.weight torch.Size([896, 896]) reasoner.model.layers.4.mlp.gate_proj.weight torch.Size([4864, 896]) reasoner.model.layers.4.mlp.up_proj.weight torch.Size([4864, 896]) reasoner.model.layers.4.mlp.down_proj.weight torch.Size([896, 4864]) reasoner.model.layers.4.input_layernorm.weight torch.Size([896]) reasoner.model.layers.4.post_attention_layernorm.weight torch.Size([896]) reasoner.model.layers.5.self_attn.q_proj.weight torch.Size([896, 896]) reasoner.model.layers.5.self_attn.q_proj.bias torch.Size([896]) reasoner.model.layers.5.self_attn.k_proj.weight torch.Size([128, 896]) reasoner.model.layers.5.self_attn.k_proj.bias torch.Size([128]) reasoner.model.layers.5.self_attn.v_proj.weight torch.Size([128, 896]) reasoner.model.layers.5.self_attn.v_proj.bias torch.Size([128]) reasoner.model.layers.5.self_attn.o_proj.weight torch.Size([896, 896]) reasoner.model.layers.5.mlp.gate_proj.weight torch.Size([4864, 896]) reasoner.model.layers.5.mlp.up_proj.weight torch.Size([4864, 896]) reasoner.model.layers.5.mlp.down_proj.weight torch.Size([896, 4864]) reasoner.model.layers.5.input_layernorm.weight torch.Size([896]) reasoner.model.layers.5.post_attention_layernorm.weight torch.Size([896]) reasoner.model.layers.6.self_attn.q_proj.weight torch.Size([896, 896]) reasoner.model.layers.6.self_attn.q_proj.bias torch.Size([896]) reasoner.model.layers.6.self_attn.k_proj.weight torch.Size([128, 896]) reasoner.model.layers.6.self_attn.k_proj.bias torch.Size([128]) reasoner.model.layers.6.self_attn.v_proj.weight torch.Size([128, 896]) reasoner.model.layers.6.self_attn.v_proj.bias torch.Size([128]) reasoner.model.layers.6.self_attn.o_proj.weight torch.Size([896, 896]) reasoner.model.layers.6.mlp.gate_proj.weight torch.Size([4864, 896]) reasoner.model.layers.6.mlp.up_proj.weight torch.Size([4864, 896]) reasoner.model.layers.6.mlp.down_proj.weight torch.Size([896, 4864]) reasoner.model.layers.6.input_layernorm.weight torch.Size([896]) reasoner.model.layers.6.post_attention_layernorm.weight torch.Size([896]) reasoner.model.layers.7.self_attn.q_proj.weight torch.Size([896, 896]) reasoner.model.layers.7.self_attn.q_proj.bias torch.Size([896]) reasoner.model.layers.7.self_attn.k_proj.weight torch.Size([128, 896]) reasoner.model.layers.7.self_attn.k_proj.bias torch.Size([128]) reasoner.model.layers.7.self_attn.v_proj.weight torch.Size([128, 896]) reasoner.model.layers.7.self_attn.v_proj.bias torch.Size([128]) reasoner.model.layers.7.self_attn.o_proj.weight torch.Size([896, 896]) reasoner.model.layers.7.mlp.gate_proj.weight torch.Size([4864, 896]) reasoner.model.layers.7.mlp.up_proj.weight torch.Size([4864, 896]) reasoner.model.layers.7.mlp.down_proj.weight torch.Size([896, 4864]) reasoner.model.layers.7.input_layernorm.weight torch.Size([896]) reasoner.model.layers.7.post_attention_layernorm.weight torch.Size([896]) reasoner.model.layers.8.self_attn.q_proj.weight torch.Size([896, 896]) reasoner.model.layers.8.self_attn.q_proj.bias torch.Size([896]) reasoner.model.layers.8.self_attn.k_proj.weight torch.Size([128, 896]) reasoner.model.layers.8.self_attn.k_proj.bias torch.Size([128]) reasoner.model.layers.8.self_attn.v_proj.weight torch.Size([128, 896]) reasoner.model.layers.8.self_attn.v_proj.bias torch.Size([128]) reasoner.model.layers.8.self_attn.o_proj.weight torch.Size([896, 896]) reasoner.model.layers.8.mlp.gate_proj.weight torch.Size([4864, 896]) reasoner.model.layers.8.mlp.up_proj.weight torch.Size([4864, 896]) reasoner.model.layers.8.mlp.down_proj.weight torch.Size([896, 4864]) reasoner.model.layers.8.input_layernorm.weight torch.Size([896]) reasoner.model.layers.8.post_attention_layernorm.weight torch.Size([896]) reasoner.model.layers.9.self_attn.q_proj.weight torch.Size([896, 896]) reasoner.model.layers.9.self_attn.q_proj.bias torch.Size([896]) reasoner.model.layers.9.self_attn.k_proj.weight torch.Size([128, 896]) reasoner.model.layers.9.self_attn.k_proj.bias torch.Size([128]) reasoner.model.layers.9.self_attn.v_proj.weight torch.Size([128, 896]) reasoner.model.layers.9.self_attn.v_proj.bias torch.Size([128]) reasoner.model.layers.9.self_attn.o_proj.weight torch.Size([896, 896]) reasoner.model.layers.9.mlp.gate_proj.weight torch.Size([4864, 896]) reasoner.model.layers.9.mlp.up_proj.weight torch.Size([4864, 896]) reasoner.model.layers.9.mlp.down_proj.weight torch.Size([896, 4864]) reasoner.model.layers.9.input_layernorm.weight torch.Size([896]) reasoner.model.layers.9.post_attention_layernorm.weight torch.Size([896]) reasoner.model.layers.10.self_attn.q_proj.weight torch.Size([896, 896]) reasoner.model.layers.10.self_attn.q_proj.bias torch.Size([896]) reasoner.model.layers.10.self_attn.k_proj.weight torch.Size([128, 896]) reasoner.model.layers.10.self_attn.k_proj.bias torch.Size([128]) reasoner.model.layers.10.self_attn.v_proj.weight torch.Size([128, 896]) reasoner.model.layers.10.self_attn.v_proj.bias torch.Size([128]) reasoner.model.layers.10.self_attn.o_proj.weight torch.Size([896, 896]) reasoner.model.layers.10.mlp.gate_proj.weight torch.Size([4864, 896]) reasoner.model.layers.10.mlp.up_proj.weight torch.Size([4864, 896]) reasoner.model.layers.10.mlp.down_proj.weight torch.Size([896, 4864]) reasoner.model.layers.10.input_layernorm.weight torch.Size([896]) reasoner.model.layers.10.post_attention_layernorm.weight torch.Size([896]) reasoner.model.layers.11.self_attn.q_proj.weight torch.Size([896, 896]) reasoner.model.layers.11.self_attn.q_proj.bias torch.Size([896]) reasoner.model.layers.11.self_attn.k_proj.weight torch.Size([128, 896]) reasoner.model.layers.11.self_attn.k_proj.bias torch.Size([128]) reasoner.model.layers.11.self_attn.v_proj.weight torch.Size([128, 896]) reasoner.model.layers.11.self_attn.v_proj.bias torch.Size([128]) reasoner.model.layers.11.self_attn.o_proj.weight torch.Size([896, 896]) reasoner.model.layers.11.mlp.gate_proj.weight torch.Size([4864, 896]) reasoner.model.layers.11.mlp.up_proj.weight torch.Size([4864, 896]) reasoner.model.layers.11.mlp.down_proj.weight torch.Size([896, 4864]) reasoner.model.layers.11.input_layernorm.weight torch.Size([896]) reasoner.model.layers.11.post_attention_layernorm.weight torch.Size([896]) reasoner.model.layers.12.self_attn.q_proj.weight torch.Size([896, 896]) reasoner.model.layers.12.self_attn.q_proj.bias torch.Size([896]) reasoner.model.layers.12.self_attn.k_proj.weight torch.Size([128, 896]) reasoner.model.layers.12.self_attn.k_proj.bias torch.Size([128]) reasoner.model.layers.12.self_attn.v_proj.weight torch.Size([128, 896]) reasoner.model.layers.12.self_attn.v_proj.bias torch.Size([128]) reasoner.model.layers.12.self_attn.o_proj.weight torch.Size([896, 896]) reasoner.model.layers.12.mlp.gate_proj.weight torch.Size([4864, 896]) reasoner.model.layers.12.mlp.up_proj.weight torch.Size([4864, 896]) reasoner.model.layers.12.mlp.down_proj.weight torch.Size([896, 4864]) reasoner.model.layers.12.input_layernorm.weight torch.Size([896]) reasoner.model.layers.12.post_attention_layernorm.weight torch.Size([896]) reasoner.model.layers.13.self_attn.q_proj.weight torch.Size([896, 896]) reasoner.model.layers.13.self_attn.q_proj.bias torch.Size([896]) reasoner.model.layers.13.self_attn.k_proj.weight torch.Size([128, 896]) reasoner.model.layers.13.self_attn.k_proj.bias torch.Size([128]) reasoner.model.layers.13.self_attn.v_proj.weight torch.Size([128, 896]) reasoner.model.layers.13.self_attn.v_proj.bias torch.Size([128]) reasoner.model.layers.13.self_attn.o_proj.weight torch.Size([896, 896]) reasoner.model.layers.13.mlp.gate_proj.weight torch.Size([4864, 896]) reasoner.model.layers.13.mlp.up_proj.weight torch.Size([4864, 896]) reasoner.model.layers.13.mlp.down_proj.weight torch.Size([896, 4864]) reasoner.model.layers.13.input_layernorm.weight torch.Size([896]) reasoner.model.layers.13.post_attention_layernorm.weight torch.Size([896]) reasoner.model.layers.14.self_attn.q_proj.weight torch.Size([896, 896]) reasoner.model.layers.14.self_attn.q_proj.bias torch.Size([896]) reasoner.model.layers.14.self_attn.k_proj.weight torch.Size([128, 896]) reasoner.model.layers.14.self_attn.k_proj.bias torch.Size([128]) reasoner.model.layers.14.self_attn.v_proj.weight torch.Size([128, 896]) reasoner.model.layers.14.self_attn.v_proj.bias torch.Size([128]) reasoner.model.layers.14.self_attn.o_proj.weight torch.Size([896, 896]) reasoner.model.layers.14.mlp.gate_proj.weight torch.Size([4864, 896]) reasoner.model.layers.14.mlp.up_proj.weight torch.Size([4864, 896]) reasoner.model.layers.14.mlp.down_proj.weight torch.Size([896, 4864]) reasoner.model.layers.14.input_layernorm.weight torch.Size([896]) reasoner.model.layers.14.post_attention_layernorm.weight torch.Size([896]) reasoner.model.layers.15.self_attn.q_proj.weight torch.Size([896, 896]) reasoner.model.layers.15.self_attn.q_proj.bias torch.Size([896]) reasoner.model.layers.15.self_attn.k_proj.weight torch.Size([128, 896]) reasoner.model.layers.15.self_attn.k_proj.bias torch.Size([128]) reasoner.model.layers.15.self_attn.v_proj.weight torch.Size([128, 896]) reasoner.model.layers.15.self_attn.v_proj.bias torch.Size([128]) reasoner.model.layers.15.self_attn.o_proj.weight torch.Size([896, 896]) reasoner.model.layers.15.mlp.gate_proj.weight torch.Size([4864, 896]) reasoner.model.layers.15.mlp.up_proj.weight torch.Size([4864, 896]) reasoner.model.layers.15.mlp.down_proj.weight torch.Size([896, 4864]) reasoner.model.layers.15.input_layernorm.weight torch.Size([896]) reasoner.model.layers.15.post_attention_layernorm.weight torch.Size([896]) reasoner.model.layers.16.self_attn.q_proj.weight torch.Size([896, 896]) reasoner.model.layers.16.self_attn.q_proj.bias torch.Size([896]) reasoner.model.layers.16.self_attn.k_proj.weight torch.Size([128, 896]) reasoner.model.layers.16.self_attn.k_proj.bias torch.Size([128]) reasoner.model.layers.16.self_attn.v_proj.weight torch.Size([128, 896]) reasoner.model.layers.16.self_attn.v_proj.bias torch.Size([128]) reasoner.model.layers.16.self_attn.o_proj.weight torch.Size([896, 896]) reasoner.model.layers.16.mlp.gate_proj.weight torch.Size([4864, 896]) reasoner.model.layers.16.mlp.up_proj.weight torch.Size([4864, 896]) reasoner.model.layers.16.mlp.down_proj.weight torch.Size([896, 4864]) reasoner.model.layers.16.input_layernorm.weight torch.Size([896]) reasoner.model.layers.16.post_attention_layernorm.weight torch.Size([896]) reasoner.model.layers.17.self_attn.q_proj.weight torch.Size([896, 896]) reasoner.model.layers.17.self_attn.q_proj.bias torch.Size([896]) reasoner.model.layers.17.self_attn.k_proj.weight torch.Size([128, 896]) reasoner.model.layers.17.self_attn.k_proj.bias torch.Size([128]) reasoner.model.layers.17.self_attn.v_proj.weight torch.Size([128, 896]) reasoner.model.layers.17.self_attn.v_proj.bias torch.Size([128]) reasoner.model.layers.17.self_attn.o_proj.weight torch.Size([896, 896]) reasoner.model.layers.17.mlp.gate_proj.weight torch.Size([4864, 896]) reasoner.model.layers.17.mlp.up_proj.weight torch.Size([4864, 896]) reasoner.model.layers.17.mlp.down_proj.weight torch.Size([896, 4864]) reasoner.model.layers.17.input_layernorm.weight torch.Size([896]) reasoner.model.layers.17.post_attention_layernorm.weight torch.Size([896]) reasoner.model.layers.18.self_attn.q_proj.weight torch.Size([896, 896]) reasoner.model.layers.18.self_attn.q_proj.bias torch.Size([896]) reasoner.model.layers.18.self_attn.k_proj.weight torch.Size([128, 896]) reasoner.model.layers.18.self_attn.k_proj.bias torch.Size([128]) reasoner.model.layers.18.self_attn.v_proj.weight torch.Size([128, 896]) reasoner.model.layers.18.self_attn.v_proj.bias torch.Size([128]) reasoner.model.layers.18.self_attn.o_proj.weight torch.Size([896, 896]) reasoner.model.layers.18.mlp.gate_proj.weight torch.Size([4864, 896]) reasoner.model.layers.18.mlp.up_proj.weight torch.Size([4864, 896]) reasoner.model.layers.18.mlp.down_proj.weight torch.Size([896, 4864]) reasoner.model.layers.18.input_layernorm.weight torch.Size([896]) reasoner.model.layers.18.post_attention_layernorm.weight torch.Size([896]) reasoner.model.layers.19.self_attn.q_proj.weight torch.Size([896, 896]) reasoner.model.layers.19.self_attn.q_proj.bias torch.Size([896]) reasoner.model.layers.19.self_attn.k_proj.weight torch.Size([128, 896]) reasoner.model.layers.19.self_attn.k_proj.bias torch.Size([128]) reasoner.model.layers.19.self_attn.v_proj.weight torch.Size([128, 896]) reasoner.model.layers.19.self_attn.v_proj.bias torch.Size([128]) reasoner.model.layers.19.self_attn.o_proj.weight torch.Size([896, 896]) reasoner.model.layers.19.mlp.gate_proj.weight torch.Size([4864, 896]) reasoner.model.layers.19.mlp.up_proj.weight torch.Size([4864, 896]) reasoner.model.layers.19.mlp.down_proj.weight torch.Size([896, 4864]) reasoner.model.layers.19.input_layernorm.weight torch.Size([896]) reasoner.model.layers.19.post_attention_layernorm.weight torch.Size([896]) reasoner.model.layers.20.self_attn.q_proj.weight torch.Size([896, 896]) reasoner.model.layers.20.self_attn.q_proj.bias torch.Size([896]) reasoner.model.layers.20.self_attn.k_proj.weight torch.Size([128, 896]) reasoner.model.layers.20.self_attn.k_proj.bias torch.Size([128]) reasoner.model.layers.20.self_attn.v_proj.weight torch.Size([128, 896]) reasoner.model.layers.20.self_attn.v_proj.bias torch.Size([128]) reasoner.model.layers.20.self_attn.o_proj.weight torch.Size([896, 896]) reasoner.model.layers.20.mlp.gate_proj.weight torch.Size([4864, 896]) reasoner.model.layers.20.mlp.up_proj.weight torch.Size([4864, 896]) reasoner.model.layers.20.mlp.down_proj.weight torch.Size([896, 4864]) reasoner.model.layers.20.input_layernorm.weight torch.Size([896]) reasoner.model.layers.20.post_attention_layernorm.weight torch.Size([896]) reasoner.model.layers.21.self_attn.q_proj.weight torch.Size([896, 896]) reasoner.model.layers.21.self_attn.q_proj.bias torch.Size([896]) reasoner.model.layers.21.self_attn.k_proj.weight torch.Size([128, 896]) reasoner.model.layers.21.self_attn.k_proj.bias torch.Size([128]) reasoner.model.layers.21.self_attn.v_proj.weight torch.Size([128, 896]) reasoner.model.layers.21.self_attn.v_proj.bias torch.Size([128]) reasoner.model.layers.21.self_attn.o_proj.weight torch.Size([896, 896]) reasoner.model.layers.21.mlp.gate_proj.weight torch.Size([4864, 896]) reasoner.model.layers.21.mlp.up_proj.weight torch.Size([4864, 896]) reasoner.model.layers.21.mlp.down_proj.weight torch.Size([896, 4864]) reasoner.model.layers.21.input_layernorm.weight torch.Size([896]) reasoner.model.layers.21.post_attention_layernorm.weight torch.Size([896]) reasoner.model.layers.22.self_attn.q_proj.weight torch.Size([896, 896]) reasoner.model.layers.22.self_attn.q_proj.bias torch.Size([896]) reasoner.model.layers.22.self_attn.k_proj.weight torch.Size([128, 896]) reasoner.model.layers.22.self_attn.k_proj.bias torch.Size([128]) reasoner.model.layers.22.self_attn.v_proj.weight torch.Size([128, 896]) reasoner.model.layers.22.self_attn.v_proj.bias torch.Size([128]) reasoner.model.layers.22.self_attn.o_proj.weight torch.Size([896, 896]) reasoner.model.layers.22.mlp.gate_proj.weight torch.Size([4864, 896]) reasoner.model.layers.22.mlp.up_proj.weight torch.Size([4864, 896]) reasoner.model.layers.22.mlp.down_proj.weight torch.Size([896, 4864]) reasoner.model.layers.22.input_layernorm.weight torch.Size([896]) reasoner.model.layers.22.post_attention_layernorm.weight torch.Size([896]) reasoner.model.layers.23.self_attn.q_proj.weight torch.Size([896, 896]) reasoner.model.layers.23.self_attn.q_proj.bias torch.Size([896]) reasoner.model.layers.23.self_attn.k_proj.weight torch.Size([128, 896]) reasoner.model.layers.23.self_attn.k_proj.bias torch.Size([128]) reasoner.model.layers.23.self_attn.v_proj.weight torch.Size([128, 896]) reasoner.model.layers.23.self_attn.v_proj.bias torch.Size([128]) reasoner.model.layers.23.self_attn.o_proj.weight torch.Size([896, 896]) reasoner.model.layers.23.mlp.gate_proj.weight torch.Size([4864, 896]) reasoner.model.layers.23.mlp.up_proj.weight torch.Size([4864, 896]) reasoner.model.layers.23.mlp.down_proj.weight torch.Size([896, 4864]) reasoner.model.layers.23.input_layernorm.weight torch.Size([896]) reasoner.model.layers.23.post_attention_layernorm.weight torch.Size([896]) reasoner.model.norm.weight torch.Size([896]) reasoner.lm_head.weight torch.Size([151936, 896]) input_projetor.weight torch.Size([896, 1024]) input_projetor.bias torch.Size([896])