Update README.md

README.md

@@ -131,11 +131,28 @@ model-index:
 
 This model was developed based on `MaziyarPanahi/Llama-3-8B-Instruct-v0.4` model.
 
-# Quantized GGUF
+# ⚡ Quantized GGUF
 
 All GGUF models are available here: [MaziyarPanahi/Llama-3-8B-Instruct-v0.8-GGUF](https://huggingface.co/MaziyarPanahi/Llama-3-8B-Instruct-v0.8-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-3-8B-Instruct-v0.8)
+
+|             Metric              |Value|
+|---------------------------------|----:|
+|Avg.                             |73.20|
+|AI2 Reasoning Challenge (25-Shot)|71.67|
+|HellaSwag (10-Shot)              |87.77|
+|MMLU (5-Shot)                    |68.30|
+|TruthfulQA (0-shot)              |63.90|
+|Winogrande (5-shot)              |79.08|
+|GSM8k (5-shot)                   |68.46|
+
+`MaziyarPanahi/Llama-3-8B-Instruct-v0.8` is the 5th best-performing 8B model on the Open LLM Leaderboard. (03/06/2024).
+
+![image/png](https://cdn-uploads.huggingface.co/production/uploads/5fd5e18a90b6dc4633f6d292/ExIVXtyzYIYgilY_MxAPY.png)
+
 # Prompt Template
 
 This model uses `ChatML` prompt template:
@@ -211,17 +228,3 @@ 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-3-8B-Instruct-v0.8)
-
-|             Metric              |Value|
-|---------------------------------|----:|
-|Avg.                             |73.20|
-|AI2 Reasoning Challenge (25-Shot)|71.67|
-|HellaSwag (10-Shot)              |87.77|
-|MMLU (5-Shot)                    |68.30|
-|TruthfulQA (0-shot)              |63.90|
-|Winogrande (5-shot)              |79.08|
-|GSM8k (5-shot)                   |68.46|
-