Update README.md

README.md

@@ -18,7 +18,7 @@ This model doesn't dramatically improve on the base model's general task perform
 
 # Evaluations
 
-We've only done very limited testing as yet. The [epoch 4.5 checkpoint](https://huggingface.co/Open-Orca/oo-phi-1_5/commit/aa05eb2596d6d11951695d2e327616188d768880) scores above 5 on MT-Bench (better than Alpaca-13B, worse than Llama2-7b-chat), while preliminary benchmarks suggest peak average performance was achieved roughly at epoch 4.
+We've only done limited testing as yet. The [epoch 3.5 checkpoint](https://huggingface.co/Open-Orca/oo-phi-1_5/commit/f7754d8b8b4c3e0748eaf47be4cf5aac1f80a401) scores above 5.1 on MT-Bench (better than Alpaca-13B, worse than Llama2-7b-chat), while preliminary benchmarks suggest peak average performance was achieved roughly at epoch 4.
 
 ## HuggingFaceH4 Open LLM Leaderboard Performance
 
@@ -29,6 +29,9 @@ The only significant improvement was with TruthfulQA.
 
 ## MT-bench Performance
 
+
+![MT-bench Score](https://huggingface.co/Open-Orca/oo-phi-1_5/resolve/main/Images/oo-phi-1_5-mtbench.png)
+
 | Epoch     | Average   | Turn 1    | Turn 2    |
 |:----------|:----------|:----------|:----------|
 | 3         | 4.85      | 5.69      | 4.01      |