Adding Evaluation Results

README.md

@@ -34,4 +34,17 @@ The main contents of this project include:
 * 🚀 Quickly deploy and experience the quantized LLMs on CPU/GPU of personal PC
 * 🚀 Support for LLaMA ecosystems like 🤗transformers, llama.cpp, text-generation-webui, LangChain, vLLM etc.
 
-Please refer to [https://github.com/ymcui/Chinese-LLaMA-Alpaca-2/](https://github.com/ymcui/Chinese-LLaMA-Alpaca-2/) for details.
+Please refer to [https://github.com/ymcui/Chinese-LLaMA-Alpaca-2/](https://github.com/ymcui/Chinese-LLaMA-Alpaca-2/) for details.
+# [Open LLM Leaderboard Evaluation Results](https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard)
+Detailed results can be found [here](https://huggingface.co/datasets/open-llm-leaderboard/details_ziqingyang__chinese-llama-2-7b)
+
+| Metric                | Value                     |
+|-----------------------|---------------------------|
+| Avg.                  | 38.23   |
+| ARC (25-shot)         | 44.45          |
+| HellaSwag (10-shot)   | 69.5    |
+| MMLU (5-shot)         | 37.47         |
+| TruthfulQA (0-shot)   | 37.0   |
+| Winogrande (5-shot)   | 68.98   |
+| GSM8K (5-shot)        | 1.44        |
+| DROP (3-shot)         | 8.77         |