Update README.md

README.md

@@ -19,6 +19,8 @@ Medchator-2x7b is a Mixure of Experts (MoE) made with the following models:
 
 # Open LLM Leaderboard
 
+![image/png](https://cdn-uploads.huggingface.co/production/uploads/63486df1f8f01fcc4b23e97d/ZSMRhGuLrE-K1WNlfbDAG.png)
+
 | Model Name         | ARC      | HellaSwag | MMLU     | TruthfulQA | Winogrande | GSM8K    |
 | ------------------ | -------- | --------- | -------- | ---------- | ---------- | -------- |
 | Orca-2-7b          | **78.4** | 76.1      | 53.7     | **52.4**   | 74.2       | **47.2** |
@@ -28,6 +30,21 @@ Medchator-2x7b is a Mixure of Experts (MoE) made with the following models:
 | Medorca-2x7b       | 54.1     | 76.04     | 54.1     | 48.04      | 74.51      | 20.64    |
 | Medchator-2x7b     | **57.59**| **78.14** | **56.13**| **48.77**  | **75.3**   | **32.83**|
 
+## Medical Performance
+
+Clinical Camel demonstrates competitive performance on medical benchmarks.
+
+**Table: Five-Shot Performance of GPT3.5, llama-2-7b and Llama-2-70b on Various Medical Datasets**
+
+| Dataset                    | Medchator-2x7b | GPT3.5 | Llama-2 7b | Llama-2 70b |
+|----------------------------|----------------|--------|------------|-------------|
+| MMLU Anatomy               | 56.3           | 60.7   | 48.9       | 62.9        |
+| MMLU Clinical Knowledge    | 63.0           | 68.7   | 46.0       | 71.7        |
+| MMLU College Biology       | 63.8           | 72.9   | 47.2       | 84.7        |
+| MMLU College Medicine      | 50.9           | 63.6   | 42.8       | 64.2        |
+| MMLU Medical Genetics      | 67.0           | 68.0   | 55.0       | 74.0        |
+| MMLU Professional Medicine | 55.1           | 69.8   | 53.6       | 75.0        |
+
 ## 🧩 Configuration
 
 ```yaml