Update README.md

README.md

@@ -99,12 +99,13 @@ The following hyperparameters were used during training:
 + eval_batch_size: 16
 + seed: 42
 + optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
++ lr_scheduler_type: linear
 + num_epochs: 5
 
 ## Accuracy
 
-The finetuned model was evaluated on the French test set of `amazon_reviews_multi`.
-- Accuracy (exact) is the exact match on the number of stars.
+The fine-tuned model was evaluated on the French test set of `amazon_reviews_multi`.
+- Accuracy (exact) is the exact match of the number of stars.
 - Accuracy (off-by-1) is the percentage of reviews where the number of stars the model predicts differs by a maximum of 1 from the number given by the human reviewer. 
 
 | Split | Accuracy (exact) | Accuracy (off-by-1) |