README.md

metadata

license: apache-2.0

AskVideos-7B-Instruct-v0.1

Model details

Model type: AskVideos-7B-Instruct-v0.1 is an open-source chatbot trained by fine-tuning a Video-LLaMA variant on additional video Q&A data. It uses a frozen Vicuna 7B v1.1 LLM to answer Video-Text queries and a frozen BLIP style image encoder. A video feature is derived from the encoded image using a video-QFormer and the result is projected onto the LLM space.

Github repo for demo: https://github.com/AskYoutubeAI/AskVideos-Instruct

Acknowledgement This model is based on Video-LLaMA. Check out the original work here: https://github.com/DAMO-NLP-SG/Video-LLaMA

License

AskVideos-7B-Instruct-v0.1 code and models are distributed under the Apache License 2.0.

Training dataset

• Finetuned with 50K video synthetic Q&A pairs mined from videos.
• For each Q&A pair, 16 frames are sampled over a 30s video.
• Finetuned on Video-LLaAMA Vicuna 7B.