#256 · Primary category: Computer Vision

Video-LLaMA

blip2 cross-modal-pretraining large-language-models llama minigpt4 multi-modal-chatgpt video-language-pretraining vision-language-pretraining

[EMNLP 2023 Demo] Video-LLaMA: An Instruction-tuned Audio-Visual Language Model for Video Understanding

Project last updated:06/04/24

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3.1K

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287

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License

BSD-3-Clause

Why we included this project

Most vision-language models stop at single images. Video-LLaMA extends that to video plus audio, so a language model can answer questions about both what appears on screen and what's said in the soundtrack. The repo is refreshingly concrete: it spells out the architecture, training data, and exact checkpoints, including full-weight 7B and 13B models that skip the delta-weight hassle. You can try the hosted demos before committing to local GPU time, and the two-stage pipeline built on BLIP-2 and MiniGPT-4 is well documented for researchers doing multimodal instruction tuning.

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