Update README.md

README.md

@@ -22,8 +22,9 @@ Window context = 4k tokens
 ### Benchmarks
 
 Chocolatine is the best-performing 3B model on the [OpenLLM Leaderboard](https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard) (august 2024)   
+[Update 2024-08-22] Chocolatine-3B also outperforms Microsoft's new model Phi-3.5-mini-instruct on the average benchmarks of the 3B category.  
 
-![image/png](https://github.com/jpacifico/Chocolatine-LLM/blob/main/Assets/openllm_choco3b_revised.png?raw=false)  
+![image/png](https://github.com/jpacifico/Chocolatine-LLM/blob/main/Assets/openllm_chocolatine_3B_22082024.png?raw=false)  
 
 
 |      Metric       |Value|
@@ -40,7 +41,7 @@ Chocolatine is the best-performing 3B model on the [OpenLLM Leaderboard](https:/
 ### MT-Bench-French
 
 Chocolatine-3B-Instruct-DPO-Revised is outperforming GPT-3.5-Turbo on [MT-Bench-French](https://huggingface.co/datasets/bofenghuang/mt-bench-french), used with [multilingual-mt-bench](https://github.com/Peter-Devine/multilingual_mt_bench) and GPT-4-Turbo as LLM-judge.   
-Notably, this latest version of the Chocolatine-3B model is approaching the performance of Phi-3-Medium (14B) in French, which is a remarkable achievement.  
+Notably, this latest version of the Chocolatine-3B model is approaching the performance of Phi-3-Medium (14B) in French.
 
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 ########## First turn ##########