Update README.md

README.md

@@ -723,7 +723,7 @@ widget:
 
 > still running some evals, etc. expect the model card to change a bit
 
-\* No additional code. This model uses `position_embedding_type="relative_key"` to help manage the longer ctx.
+\* No additional code. This model uses `position_embedding_type="relative_key"` to help with long ctx.
 
 
 ## this checkpoint 
@@ -738,10 +738,10 @@ It achieves the following results on the evaluation set:
 
 ## GLUE benchmark
 
-> WIP/partially complete
+> WIP till this text is removed
 
 
-Thus far, all completed in fp32 (using nvidia tf32 dtype behind the scenes)
+Thus far, all completed in fp32 (_using nvidia tf32 dtype behind the scenes when supported_)
 
 | GLUE Task | Accuracy | Combined Score | Pearson | Spearmanr | Matthews Correlation | Loss    |
 |-----------|----------|----------------|---------|-----------|----------------------|---------|