Update README.md

README.md

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 This model is a fine-tuned version of [distilbert-base-uncased](https://huggingface.co/distilbert-base-uncased) on a subset of the [amazon-polarity dataset](https://huggingface.co/datasets/amazon_polarity).
 
-<b>[Update 10/10/23]</b> The model has been retrained with an improvement on the loss, f1 score and accuracy. It achieves the following results on the evaluation set:
+<b>[Update 10/10/23]</b> The model has been retrained on a larger part of the dataset with an improvement on the loss, f1 score and accuracy. It achieves the following results on the evaluation set:
 - Loss: 0.116
 - Accuracy: 0.961
 - F1_score: 0.960
 
 ## Model description
 
-This sentiment classifier has been trained on 180_000 samples for the training set, 20_000 samples for the validation set and 20_000 samples for the test set.
+This sentiment classifier has been trained on 360_000 samples for the training set, 40_000 samples for the validation set and 40_000 samples for the test set.
 
 ## Intended uses & limitations
 ```python