--- license: other license_name: microsoft-research-license license_link: https://huggingface.co/microsoft/phi-2/resolve/main/LICENSE --- This is the merged model for LoRA https://huggingface.co/Yhyu13/phi-2-sft-alpaca_gpt4_en-ep1-lora --- # AlpacaEval Quote from this discussion https://huggingface.co/microsoft/phi-2/discussions/38 Since phi2 requires remote code which HF open llm leaderboard would not accept at this moment, I ran phi2 and my sft to the AlpcaEval benchmark https://tatsu-lab.github.io/alpaca_eval/ Here is result evaluated by chatpgpt https://github.com/tatsu-lab/alpaca_eval/pull/183 ``` win_rate standard_error n_total avg_length gpt4 73.79 1.54 805 1365 claude 70.37 1.60 805 1082 chatgpt 66.09 1.66 805 811 wizardlm-13b 65.16 1.67 805 985 vicuna-13b 64.10 1.69 805 1037 guanaco-65b 62.36 1.71 805 1249 oasst-rlhf-llama-33b 62.05 1.71 805 1079 alpaca-farm-ppo-human 60.25 1.72 805 803 falcon-40b-instruct 56.52 1.74 805 662 phi-2-alpaca-gpt4(new) 54.23 1.75 804 1138 text_davinci_003 50.00 0.00 805 307 alpaca-7b 45.22 1.74 805 396 phi-2(new) 43.79 1.74 805 924 text_davinci_001 28.07 1.56 805 296 ``` It could be a milestone for small models, we finally have one open model can run for everyone which surpass GPT3.5!