PKU-YuanGroup / Chat-UniVi

[CVPR 2024 Highlight🔥] Chat-UniVi: Unified Visual Representation Empowers Large Language Models with Image and Video Understanding

Home Page:https://arxiv.org/abs/2311.08046

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encounter a problem when initialize Chat-UniVi-13B with downloading weights file

shihuai opened this issue · comments

I have download the weights file in local directory, but have some problem when load the file.

Some weights of the model checkpoint at /DIR_LLM/cooper/projects/video-understanding/Chat-UniVi-13B were not used when initializing ChatUniViLlamaForCausalLM: ['model.vision_tower.vision_tower.vision_model.embeddings.class_embedding', 'model.vision_tower.vision_tower.vision_model.embeddings.patch_embedding.weight', 'model.vision_tower.vision_tower.vision_model.embeddings.position_embedding.weight', 'model.vision_tower.vision_tower.vision_model.encoder.layers.0.layer_norm1.bias', 'model.vision_tower.vision_tower.vision_model.encoder.layers.0.layer_norm1.weight', 'model.vision_tower.vision_tower.vision_model.encoder.layers.0.layer_norm2.bias', 'model.vision_tower.vision_tower.vision_model.encoder.layers.0.layer_norm2.weight', 'model.vision_tower.vision_tower.vision_model.encoder.layers.0.mlp.fc1.bias', 'model.vision_tower.vision_tower.vision_model.encoder.layers.0.mlp.fc1.weight', 'model.vision_tower.vision_tower.vision_model.encoder.layers.0.mlp.fc2.bias', 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You can ignore this warning, as the visual encoder will be automatically initialized with CLIP.

Since we don't fine-tune the visual encoder, the original CLIP weights are saved in our model weights. Considering that weights may change slightly when saved, we initialize the visual encoder with the original CLIP instead of the saved model weights.

OK, thanks you for your reply.