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license: apache-2.0 |
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# AskVideos-7B-Instruct-v0.1 |
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## Model details |
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**Model type:** |
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AskVideos-7B-Instruct-v0.1 is an open-source chatbot trained by fine-tuning a Video-LLaMA variant on additional video Q&A data. |
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It uses a frozen Vicuna 7B v1.1 LLM to answer Video-Text queries and a frozen BLIP style image encoder. |
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A video feature is derived from the encoded image using a video-QFormer and the result is projected onto the LLM space. |
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**Github repo for demo:** |
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https://github.com/AskYoutubeAI/AskVideos-Instruct |
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**Acknowledgement** |
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This model is based on Video-LLaMA. Check out the original work here: https://github.com/DAMO-NLP-SG/Video-LLaMA |
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## License |
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AskVideos-7B-Instruct-v0.1 code and models are distributed under the Apache License 2.0. |
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## Training dataset |
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- Finetuned with 50K video synthetic Q&A pairs mined from videos. |
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- For each Q&A pair, 16 frames are sampled over a 30s video. |
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- Finetuned on Video-LLaAMA Vicuna 7B. |
