Update README.md

README.md

@@ -44,6 +44,18 @@ We use the prompt from [Stanford Alpaca](https://github.com/tatsu-lab/stanford_a
 | --- | ---: | ---: | ---: | ---: | ---: |
 | Model (13B) | 128 | 1e-5 | 5 | 2048 | 0 |
 
+## Performance
+
+Compared to the llama2-chat, our models can have better average performance.<br>
+
+|                    | Average | ARC  | HellaSwag | MMLU  | TruthfulQA | Alpaca_Eval | Avg Length |
+|---|---|---|---|---|---|---|---|
+| Llama-2-7b-chat | 56.335  | 52.9 | 78.55     | 48.32 | 45.57      | 71.37       | 1479       |
+| Llama-2-13b-chat   | 59.935  | 59.04| 81.94     | 54.64 | 44.12      | 81.09       | 1513       |
+|||||||||
+| claude_alpaca-7b  | 57.78   | 56.66 | 81.17     | 46.58 | 46.71      | 71.23       | 1066       |
+| claude_alpaca-13b | 61.29   | 61.18 | 84.08     | 55.74 | 44.18      | 78.93       | 1127       |
+
 
 ## Citation