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- # Vicuna Model Card
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- ## Model Details
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- Vicuna is a chat assistant trained by fine-tuning LLaMA on user-shared conversations collected from ShareGPT.
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- - **Developed by:** [LMSYS](https://lmsys.org/)
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- - **Model type:** An auto-regressive language model based on the transformer architecture.
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- - **License:** Non-commercial license
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- - **Finetuned from model:** [LLaMA](https://arxiv.org/abs/2302.13971).
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- ### Model Sources
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- - **Repository:** https://github.com/lm-sys/FastChat
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- - **Blog:** https://lmsys.org/blog/2023-03-30-vicuna/
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- - **Paper:** https://arxiv.org/abs/2306.05685
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- - **Demo:** https://chat.lmsys.org/
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- ## Uses
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- The primary use of Vicuna is research on large language models and chatbots.
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- The primary intended users of the model are researchers and hobbyists in natural language processing, machine learning, and artificial intelligence.
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- ## How to Get Started with the Model
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- See https://github.com/lm-sys/FastChat#vicuna-weights.
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- ## Training Details
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- Vicuna v1.3 is fine-tuned from LLaMA with supervised instruction fine-tuning.
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- The training data is around 140K conversations collected from ShareGPT.com.
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- See more details in the "Training Details of Vicuna Models" section in the appendix of this [paper](https://arxiv.org/pdf/2306.05685.pdf).
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- ## Evaluation
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- Vicuna is evaluated with standard benchmarks, human preference, and LLM-as-a-judge. See more details in this [paper](https://arxiv.org/pdf/2306.05685.pdf).
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- ## Difference between different versions of Vicuna
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- See [vicuna_weights_version.md](https://github.com/lm-sys/FastChat/blob/main/docs/vicuna_weights_version.md)