Update README.md

README.md

@@ -31,7 +31,7 @@ OpenLLM represents the first open-source effort to build a LLM specialized for R
 <!-- Provide the basic links for the model. -->
 
 - **Repository:** https://github.com/OpenLLM-Ro/llama-recipes
-- **Paper:** https://arxiv.org/abs/2405.07703
+- **Paper:** https://arxiv.org/abs/2406.18266
 
 ## Intended Use
 
@@ -68,19 +68,8 @@ print(tokenizer.decode(outputs[0]))
 
 | Model              | Average  | ARC      | MMLU     |Winogrande|HellaSwag | GSM8k    |TruthfulQA|
 |--------------------|:--------:|:--------:|:--------:|:--------:|:--------:|:--------:|:--------:|
-| Llama-2-7b         | 35.65    | 33.85    | 30.93    | 56.43    | 46.98    | 1.37     | 44.36    |  
-| *RoLlama2-7b-Base* | *38.32*  | *35.83*  | *30.47*  | *60.16*  | *55.52*  | *2.17*   | *45.78*  |  
-| Llama-2-7b-chat    | 35.58    | 34.92    | 32.37    | 54.26    | 44.52    | 2.05     | 45.38    |  
-|RoLlama2-7b-Instruct| **44.42**|**40.36** |**37.41** |**69.58** | 55.64    | **17.59**| 45.96    |  
-|RoLlama2-7b-Chat    | 42.65    | 38.29    | 35.27    | 65.25    | **56.45**| 12.84    | **47.79**|  
-
-## MT-Bench
-
-| Model              | Average  | 1st turn      | 2nd turn     |
-|--------------------|:--------:|:--------:|:--------:|
-| Llama-2-7b-chat    | 1.70    | 2.00    | 1.41    |
-|RoLlama2-7b-Instruct| **4.31**|**5.66** | 2.95 |
-|RoLlama2-7b-Chat    | 3.91    | 4.25    | **3.57**    |
+| Llama-2-7b         | 37.11    | 36.09    | **33.67**    | 57.60    | 48.00    | **5.08**     | 42.23    |  
+| *RoLlama2-7b-Base* | ***38.03***  | ***37.95***  | *27.22*  | ***59.29***  | ***57.22***  | *2.53*   | ***44.00***  |