Adding Evaluation Results

README.md

@@ -33,4 +33,17 @@ 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-2-13b)
+
+| Metric                | Value                     |
+|-----------------------|---------------------------|
+| Avg.                  | 49.87   |
+| ARC (25-shot)         | 55.8          |
+| HellaSwag (10-shot)   | 79.53    |
+| MMLU (5-shot)         | 53.01         |
+| TruthfulQA (0-shot)   | 38.24   |
+| Winogrande (5-shot)   | 75.69   |
+| GSM8K (5-shot)        | 3.94        |
+| DROP (3-shot)         | 42.85         |