language_model.model.layers.0 2 language_model.model.layers.1 2 language_model.model.layers.2 2 language_model.model.layers.3 2 language_model.model.layers.4 2 language_model.model.layers.5 2 language_model.model.layers.6 2 language_model.model.layers.7 2 language_model.model.layers.8 2 language_model.model.layers.9 4 language_model.model.layers.10 4 language_model.model.layers.11 4 language_model.model.layers.12 4 language_model.model.layers.13 4 language_model.model.layers.14 4 language_model.model.layers.15 4 language_model.model.layers.16 4 language_model.model.layers.17 4 language_model.model.layers.18 6 language_model.model.layers.19 6 language_model.model.layers.20 6 language_model.model.layers.21 6 language_model.model.layers.22 6 language_model.model.layers.23 6 vision_model.encoder.layers.0 0 vision_model.encoder.layers.1 0 vision_model.encoder.layers.2 0 vision_model.encoder.layers.3 0 vision_model.encoder.layers.4 0 vision_model.encoder.layers.5 0 vision_model.encoder.layers.6 0 vision_model.encoder.layers.7 0 vision_model.encoder.layers.8 0 vision_model.encoder.layers.9 0 vision_model.encoder.layers.10 0 vision_model.encoder.layers.11 0 vision_model.encoder.layers.12 0 vision_model.encoder.layers.13 0 vision_model.encoder.layers.14 0 vision_model.encoder.layers.15 0 vision_model.encoder.layers.16 0 vision_model.encoder.layers.17 0 vision_model.encoder.layers.18 0 vision_model.encoder.layers.19 0 vision_model.encoder.layers.20 0 vision_model.encoder.layers.21 0 vision_model.encoder.layers.22 0 vision_model.encoder.layers.23 0 vision_model.embeddings 0 mlp1 0 language_model.model.tok_embeddings 2 language_model.model.norm 6 language_model.output 6 language_model.model.embed_tokens 2 language_model.lm_head 6 The argument `trust_remote_code` is to be used with Auto classes. It has no effect here and is ignored. The argument `trust_remote_code` is to be used with Auto classes. It has no effect here and is ignored. Special tokens have been added in the vocabulary, make sure the associated word embeddings are fine-tuned or trained. Special tokens have been added in the vocabulary, make sure the associated word embeddings are fine-tuned or trained. Special tokens have been added in the vocabulary, make sure the associated word embeddings are fine-tuned or trained. Rank [0] Begin to eval model /mnt/petrelfs/wangweiyun/workspace_zyc/VLM-Dev/pretrained/InternVL2-1B on task reasoning-image-val, devices: {device(type='cuda', index=0), device(type='cuda', index=2), device(type='cuda', index=4), device(type='cuda', index=6)} Special tokens have been added in the vocabulary, make sure the associated word embeddings are fine-tuned or trained. Rank [1] Begin to eval model /mnt/petrelfs/wangweiyun/workspace_zyc/VLM-Dev/pretrained/InternVL2-1B on task reasoning-image-val, devices: {device(type='cuda', index=1), device(type='cuda', index=3), device(type='cuda', index=5), device(type='cuda', index=7)} Rank 1 len(skip_idx)=0 Rank 0 len(skip_idx)=0 Processing InternVL2-1B_reasoning-image-val.jsonl: 0%| | 0/260 [00:00