Update README.md

README.md

@@ -32,7 +32,7 @@ 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
 
@@ -74,19 +74,19 @@ 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**|  
+| Llama-2-7b-chat    | 38.03    | 37.95    | 27.22    | 59.29    | 57.22    | 2.53     | 44.00    |  
+|*RoLlama2-7b-Instruct*|***45.71***|***43.66***|***39.70***|***70.34*** | *57.36*  |***18.78***| *44.44*    |  
+|RoLlama2-7b-Chat    | 43.82    | 41.92    | 37.29    | 66.68    | **57.91**| 13.47    | **45.65 **|  
+
+     						      
 
 ## 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-chat    | 1.21    | 1.68    | 0.74    |
+|*RoLlama2-7b-Instruct*| ***3.70***|***4.74***| *2.66* |
+|RoLlama2-7b-Chat    | TBC    | TBC    | TBC    |