Update README.md

README.md

@@ -17,8 +17,7 @@ Given a `scenario`, `context`, `intention` and `a set of choices` this model can
 
 The Project GitHub can be accessed [here](https://github.com/rah-ds/How_to_train_your_LLM)
 
->[!NOTE]
-Please a request to <rah5ff@virginia.edu> with your use case and GitHub id and I will be happy to add you to the repo
+
 
 ## Training Data
 
@@ -212,7 +211,7 @@ weight_decay=9999,
 
 The hyper parameters were selected based on the performance on the test set and the models selected were on performance on the holdout set.
 
-## Evaluation (1 paragraph + markdown table)
+## Evaluation 
 
 ### Metrics