Update README.md

README.md

@@ -52,7 +52,7 @@ This model can be deployed efficiently using the [SGLang](https://docs.sglang.ai
 
 ## Evaluation
 
-The model was evaluated using [SGLang](https://docs.sglang.ai/) and [lm-evaluation-harness](https://github.com/EleutherAI/lm-evaluation-harness) frameworks. 
+The model was evaluated on reasoning tasks including AIME24, MMLU_COT, and GSM8K via [forked lm-evaluation-harness](https://github.com/BowenBao/lm-evaluation-harness/tree/cot) .
 
 ### Accuracy
 
@@ -102,7 +102,7 @@ The model was evaluated using [SGLang](https://docs.sglang.ai/) and [lm-evaluati
 
 ### Reproduction
 
-The results were obtained using [lm-evaluation-harness](https://github.com/EleutherAI/lm-evaluation-harness), with custom evaluation tasks AIME24 and MMLU_CoT and native task GSM8K.
+The results of AIME24 and MMLU_COT were obtained using [SGLang](https://docs.sglang.ai/) via [forked lm-evaluation-harness](https://github.com/BowenBao/lm-evaluation-harness/tree/cot) 
 
 ### AIME24
 ```
@@ -128,6 +128,8 @@ lm_eval --model local-completions \
     --output_path output_data/mmmlu_cot 2>&1 | tee logs/mmmlu_cot.log
 ```
 
+The result of GSM8K were obtained using [vLLM](https://docs.vllm.ai/en/latest/) via [forked lm-evaluation-harness](https://github.com/BowenBao/lm-evaluation-harness/tree/cot) .
+
 ### GSM8K
 ```
 lm_eval --model local-completions \