Update README.md

README.md

@@ -8,20 +8,25 @@ language:
 pipeline_tag: text-generation
 ---
 
-# Arabic ORPO LLAMA 3
+# 👳 Arabic ORPO LLAMA 3
 <center>
   <img src="https://cdn-uploads.huggingface.co/production/uploads/6116d0584ef9fdfbf45dc4d9/3ns3O_bWYxKEXmozA073h.png">
 </center>
 
 
-## Story first
+## 👓 Story first
 
 This model is the a finetuned version of [meta-llama/Meta-Llama-3-8B-Instruct](https://huggingface.co/meta-llama/Meta-Llama-3-8B-Instruct) using [ORPO](https://github.com/xfactlab/orpo) on [2A2I/argilla-dpo-mix-7k-arabic](https://huggingface.co/datasets/2A2I/argilla-dpo-mix-7k-arabic).
 
-I wanted to try ORPO and see if it will better align a biased English model like llama3 to the arabic language or not and the result is interesting.
+I wanted to try ORPO and see if it will better align a biased English model like **llama3** to the arabic language or it will faill.
 
+While the evaluations favour the base llama3 over my finetune, in practice i found my finetune was much better at spitting coherent (mostly correct) arabic text which i find interesting.
 
-## Evaluation and Results
+I would encourage everyone to try out the model from [here](https://huggingface.co/spaces/MohamedRashad/Arabic-Chatbot-Arena) and share his insights with me ^^
+
+## 🤔 Evaluation and Results
+
+This result was made using [lighteval](https://github.com/huggingface/lighteval) using the `community|arabic_mmlu` tasks.
 
 | Community                        | Llama-3-8B-Instruct | Arabic-ORPO-Llama-3-8B-Instrcut  |
 |----------------------------------|---------------------|----------------------------------|