diff --git a/README.md b/README.md index 3140730..5c9bdd6 100644 --- a/README.md +++ b/README.md @@ -1,3 +1,48 @@ -# vicuna-7b-v1.5_a13650666788876288723125 +--- +inference: false +license: llama2 +--- -vicuna-7b-v1.5 \ No newline at end of file +# Vicuna Model Card + +## Model Details + +Vicuna is a chat assistant trained by fine-tuning Llama 2 on user-shared conversations collected from ShareGPT. + +- **Developed by:** [LMSYS](https://lmsys.org/) +- **Model type:** An auto-regressive language model based on the transformer architecture +- **License:** Llama 2 Community License Agreement +- **Finetuned from model:** [Llama 2](https://arxiv.org/abs/2307.09288) + +### Model Sources + +- **Repository:** https://github.com/lm-sys/FastChat +- **Blog:** https://lmsys.org/blog/2023-03-30-vicuna/ +- **Paper:** https://arxiv.org/abs/2306.05685 +- **Demo:** https://chat.lmsys.org/ + +## Uses + +The primary use of Vicuna is research on large language models and chatbots. +The primary intended users of the model are researchers and hobbyists in natural language processing, machine learning, and artificial intelligence. + +## How to Get Started with the Model + +- Command line interface: https://github.com/lm-sys/FastChat#vicuna-weights +- APIs (OpenAI API, Huggingface API): https://github.com/lm-sys/FastChat/tree/main#api + +## Training Details + +Vicuna v1.5 is fine-tuned from Llama 2 with supervised instruction fine-tuning. +The training data is around 125K conversations collected from ShareGPT.com. +See more details in the "Training Details of Vicuna Models" section in the appendix of this [paper](https://arxiv.org/pdf/2306.05685.pdf). + +## Evaluation + +![Evaluation Results](https://github.com/lm-sys/lm-sys.github.io/blob/main/public/images/webdata/vicuna_v1.5_eval.png?raw=true) + +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) and [leaderboard](https://huggingface.co/spaces/lmsys/chatbot-arena-leaderboard). + +## Difference between different versions of Vicuna + +See [vicuna_weights_version.md](https://github.com/lm-sys/FastChat/blob/main/docs/vicuna_weights_version.md) \ No newline at end of file diff --git a/config.json b/config.json new file mode 100644 index 0000000..8f8fd12 --- /dev/null +++ b/config.json @@ -0,0 +1,26 @@ +{ + "_name_or_path": "vicuna-7b-v1.5", + "architectures": [ + "LlamaForCausalLM" + ], + "bos_token_id": 1, + "eos_token_id": 2, + "hidden_act": "silu", + "hidden_size": 4096, + "initializer_range": 0.02, + "intermediate_size": 11008, + "max_position_embeddings": 4096, + "model_type": "llama", + "num_attention_heads": 32, + "num_hidden_layers": 32, + "num_key_value_heads": 32, + "pad_token_id": 0, + "pretraining_tp": 1, + "rms_norm_eps": 1e-05, + "rope_scaling": null, + "tie_word_embeddings": false, + "torch_dtype": 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