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This is the Hugging Face repo for storing pre-trained & fine-tuned checkpoints of our Video-LLaMA, which is a multi-modal conversational large language model with video understanding capability.
Model source
Source description
This is the Hugging Face repo for storing pre-trained & fine-tuned checkpoints of our Video-LLaMA, which is a multi-modal conversational large language model with video understanding capability.
Sources
1 sourceVerified Sep 11
Model artifacts
14 artifactsSource excerpts
2 excerpts| Checkpoint | Link | Note |
|---|
| pretrain-vicuna7b | link | Pre-trained on WebVid (2.5M video-caption pairs) and LLaVA-CC3M (595k image-caption pairs) |
| finetune-vicuna7b-v2 | link | Fine-tuned on the instruction-tuning data from MiniGPT-4, LLaVA and VideoChat |
| pretrain-vicuna13b | link | Pre-trained on WebVid (2.5M video-caption pairs) and LLaVA-CC3M (595k image-caption pairs) |
| finetune-vicuna13b-v2 | link | Fine-tuned on the instruction-tuning data from MiniGPT-4, LLaVA and VideoChat |
| pretrain-ziya13b-zh | link | Pre-trained with Chinese LLM Ziya-13B |
| finetune-ziya13b-zh | link | Fine-tuned on machine-translated VideoChat instruction-following dataset (in Chinese) |
| pretrain-billa7b-zh | link | Pre-trained with Chinese LLM BiLLA-7B |
| finetune-billa7b-zh | link | Fine-tuned on machine-translated VideoChat instruction-following dataset (in Chinese) |
| Checkpoint | Link | Note |
|---|---|---|
| pretrain-vicuna7b | link | Pre-trained on WebVid (2.5M video-caption pairs) and LLaVA-CC3M (595k image-caption pairs) |
| finetune-vicuna7b-v2 | link | Fine-tuned on the instruction-tuning data from MiniGPT-4, LLaVA and VideoChat |
For launching the pre-trained Video-LLaMA on your own machine, please refer to our github repo.
ckpt/imagebind_huge.pth
pth · 4.47 GB · SHA-256 d6f6c22bedcc…2157 · Hugging Face
--- license: bsd-3-clause language: - en - zh pipeline_tag: visual-question-answering --- # Video-LLaMA: An Instruction-tuned Audio-Visual Language Model for Video Understanding This is the Hugging Face repo for storing pre-trained & fine-tuned checkpoints of our [Video-LLaMA](https://arxiv.org/abs/2306.02858), which is a multi-modal conversational large language model with video understanding capability. ## Vision-Language Branch | Checkpoint | Link | Note | |:------------|-------------|-------------| | pretrain-vicuna7b | [link](https://huggingface.co/DAMO-NLP-SG/Video-LLaMA-Series/resolve/main/pretrain_vicuna7b-v2.pth) | Pre-trained on WebVid (2.5M video-caption pairs) and LLaVA-CC3M (595k image-caption pairs) | | finetune-vicuna7b-v2 | [link](https://huggingface.co/DAMO-NLP-SG/Video-LLaMA-Series/resolve/main/finetune-vicuna7b-v2.pth) | Fine-tuned on the instruction-tuning data from [MiniGPT-4](https://github.com/Vision-CAIR/MiniGPT-4), [LLaVA](https://github.com/haotian-liu/LLaVA) and [VideoChat](https://github.com/OpenGVLab/Ask-Anything)| | pretrain-vicuna13b | [link](https://huggingface.co/DAMO-NLP-SG/Video-LLaMA-Series/resolve/main/pretrain-vicuna13b.pth) | Pre-trained on WebVid (2.5M video-caption pairs) and LLaVA-CC3M (595k image-caption pairs) | | finetune-vicuna13b-v2 | [link](https://huggingface.co/DAMO-NLP-SG/Video-LLaMA-Series/resolve/main/finetune-vicuna13b-v2.pth) | Fine-tuned on the instruction-tuning data from [MiniGPT-4](https://github.com/Vision-CAIR/MiniGPT-4), [LLaVA](https://github.com/haotian-liu/LLaVA) and [VideoChat](https://github.com/OpenGVLab/Ask-Anything)| | pretrain-ziya13b-zh | [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) | | finetune-ziya13b-zh | [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)| | pretrain-billa7b-zh | [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) | | finetune-billa7b-zh | [link](https://huggingface.co/DAMO-NLP-SG/Video-LLaMA-Series/re...
Source context: 0 downloads · 10 likes · Pipeline visual-question-answering · Repo vdo/Video-LLaMA-Series
