Update README.md

README.md

@@ -21,13 +21,11 @@ should probably proofread and complete it, then remove this comment. -->
 The PeroVazPT-PTBR Classifier is designed to classify text between European Portuguese (PT-PT) and Brazilian Portuguese (PT-BR).
 
 This model is a fine-tuned version of [prajjwal1/bert-tiny](https://huggingface.co/prajjwal1/bert-tiny) on the [VeraCruz Dataset](https://huggingface.co/datasets/LemeExploreNau/VeraCruz).
-It achieves the following results on the evaluation set:
+The model was trained on the [VeraCruz Dataset](https://huggingface.co/datasets/LemeExploreNau/VeraCruz), a collection of text samples from both languages. The model was trained on a total of 500,000 examples, a evenly split between European Portuguese and Brazilian Portuguese, ensuring a balanced representation of both language variants.
+It achieves the following results on an evaluation set of 50,000 examples:
 - Loss: 0.1791
 - Accuracy: 0.9461
 
-## Training Data
-The model was trained on the [VeraCruz Dataset](https://huggingface.co/datasets/LemeExploreNau/VeraCruz), a collection of text samples from both languages. The model was trained on a total of 500,000 examples, a evenly split between European Portuguese and Brazilian Portuguese, ensuring a balanced representation of both language variants.
-
 ### Training hyperparameters
 
 The following hyperparameters were used during training: