Update README.md

README.md

@@ -111,12 +111,11 @@ The `gemma2_inference_hf.py` module is provided for downloaded with the model fi
 
 ### Evaluation
 
-Model evaluation metrics and results on test dataset containing 3k samples. Note: The test dataset is purposely withheld due to the 
-nature and sensitivity of the messages.
+Model evaluation metrics and results on a private test dataset containing 3k samples.
 
 ### Benchmark Results
 
-The finetuned Gemma-2 model was evaluated against the ese models were evaluated against GPT-3.5-Turbo, GPT-4o-mini, and GPT-4o models:
+The finetuned Gemma-2 model was evaluated against GPT-3.5-Turbo, GPT-4o-mini, and GPT-4o:
 
 | Metric   | gemma-2-2b-it-ud | GPT-3.5-Turbo-1106 | GPT-4o-mini-2024-07-18 | GPT-4o-2024-08-06 |
 | ------   | ---------------- | ------------------ | ---------------------- | ----------------- |