Update README.md

README.md

@@ -135,10 +135,27 @@ model-index:
 
 This model is a fine-tune (DPO) of `meta-llama/Meta-Llama-3-70B-Instruct` model.
 
-# Quantized GGUF
+# ⚡ Quantized GGUF
 
 All GGUF models are available here: [MaziyarPanahi/Llama-3-70B-Instruct-DPO-v0.1-GGUF](https://huggingface.co/MaziyarPanahi/Llama-3-70B-Instruct-DPO-v0.1-GGUF)
 
+# 🏆 [Open LLM Leaderboard Evaluation Results](https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard)
+Detailed results can be found [here](https://huggingface.co/datasets/open-llm-leaderboard/details_MaziyarPanahi__Llama-3-70B-Instruct-DPO-v0.1)
+
+|             Metric              |Value|
+|---------------------------------|----:|
+|Avg.                             |78.11|
+|AI2 Reasoning Challenge (25-Shot)|71.67|
+|HellaSwag (10-Shot)              |85.83|
+|MMLU (5-Shot)                    |80.12|
+|TruthfulQA (0-shot)              |62.11|
+|Winogrande (5-shot)              |82.87|
+|GSM8k (5-shot)                   |86.05|
+
+**Top 10 models on the Leaderboard**
+<img src="./llama-3-70b-top-10.png" alt="Llama-3-70B finet-tuned models" width="500" style="margin-left:'auto' margin-right:'auto' display:'block'"/>
+
+
 # Prompt Template
 
 This model uses `ChatML` prompt template:
@@ -218,16 +235,3 @@ outputs = pipeline(
 )
 print(outputs[0]["generated_text"][len(prompt):])
 ```
-# [Open LLM Leaderboard Evaluation Results](https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard)
-Detailed results can be found [here](https://huggingface.co/datasets/open-llm-leaderboard/details_MaziyarPanahi__Llama-3-70B-Instruct-DPO-v0.1)
-
-|             Metric              |Value|
-|---------------------------------|----:|
-|Avg.                             |78.11|
-|AI2 Reasoning Challenge (25-Shot)|71.67|
-|HellaSwag (10-Shot)              |85.83|
-|MMLU (5-Shot)                    |80.12|
-|TruthfulQA (0-shot)              |62.11|
-|Winogrande (5-shot)              |82.87|
-|GSM8k (5-shot)                   |86.05|
-