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license: bsd-3-clause |
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language: |
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- en |
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- zh |
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pipeline_tag: visual-question-answering |
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--- |
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# Video-LLaMA: An Instruction-tuned Audio-Visual Language Model for Video Understanding |
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This is the Hugging Face repo for storing pre-trained & fine-tuned checkpoints of our [Video-LLaMA](https://github.com/DAMO-NLP-SG/Video-LLaMA), which is a multi-modal conversational large language model with video understanding capability. |
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| Checkpoint | Link | Note | |
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|:------------|-------------|-------------| |
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| pretrain-vicuna7b.pth | [link](https://huggingface.co/DAMO-NLP-SG/Video-LLaMA-Series/tree/main) | Vicuna-7B as language decoder, pre-trained on WebVid (2.5M video-caption pairs) and LLaVA-CC3M (595k image-caption pairs) | |
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| finetune-vicuna7b-v2.pth | [link](https://huggingface.co/DAMO-NLP-SG/Video-LLaMA-Series/tree/main) | Fine-tuned on [VideoChat](https://github.com/OpenGVLab/Ask-Anything) instruction-following dataset| |
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| pretrain-vicuna13b.pth | [link](https://huggingface.co/DAMO-NLP-SG/Video-LLaMA-Series/resolve/main/pretrain-vicuna13b.pth) | Vicuna-13B as language decoder, pre-trained on WebVid (2.5M video-caption pairs) and LLaVA-CC3M (595k image-caption pairs) | |
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| finetune-vicuna13b-v2.pth (**recommended**) | [link](https://huggingface.co/DAMO-NLP-SG/Video-LLaMA-Series/resolve/main/finetune-vicuna13b-v2.pth) | Fine-tuned on [VideoChat](https://github.com/OpenGVLab/Ask-Anything) instruction-following dataset| |
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| pretrain-ziya13b-zh.pth | [link](https://huggingface.co/DAMO-NLP-SG/Video-LLaMA-Series/resolve/main/pretrain-ziya13b-zh.pth) | Pre-trained with Chinese LLM [Ziya-13B](https://huggingface.co/IDEA-CCNL/Ziya-LLaMA-13B-v1) | |
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| finetune-ziya13b-zh.pth | [link](https://huggingface.co/DAMO-NLP-SG/Video-LLaMA-Series/resolve/main/finetune-ziya13b-zh.pth) | Fine-tuned on machine-translated [VideoChat](https://github.com/OpenGVLab/Ask-Anything) instruction-following dataset (in Chinese)| |
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| pretrain-billa7b-zh.pth | [link](https://huggingface.co/DAMO-NLP-SG/Video-LLaMA-Series/resolve/main/pretrain-billa7b-zh.pth) | Pre-trained with Chinese LLM [BiLLA-7B](https://huggingface.co/IDEA-CCNL/Ziya-LLaMA-13B-v1) | |
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| finetune-billa7b-zh.pth | [link](https://huggingface.co/DAMO-NLP-SG/Video-LLaMA-Series/resolve/main/finetune-billa7b-zh.pth) | Fine-tuned on machine-translated [VideoChat](https://github.com/OpenGVLab/Ask-Anything) instruction-following dataset (in Chinese) | |
