Update README.md

README.md

@@ -19,11 +19,19 @@ should probably proofread and complete it, then remove this comment. -->
 
 This model is a fine-tuned version of [distilbert-base-cased](https://huggingface.co/distilbert-base-cased) on the None dataset.
 It achieves the following results on the evaluation set:
-- Loss: 0.8880
+- Loss: 0.8430
 - Accuracy: 0.8077
-- Precision: 0.8072
+- Precision: 0.8063
 - Recall: 0.8077
-- F1: 0.8032
+- F1: 0.8038
+
+It achieves the following results on the test set:
+- Loss: 0.8332
+- Accuracy: 0.7934
+- Precision: 0.7925
+- Recall: 0.7934
+- F1: 0.7875
+
 
 ## Model description
 
@@ -35,7 +43,7 @@ More information needed
 
 ## Training and evaluation data
 
-More information needed
+This model has been trained with the qfrodicio/gesture-prediction-21-classes dataset
 
 ## Training procedure
 
@@ -43,6 +51,7 @@ More information needed
 
 The following hyperparameters were used during training:
 - learning_rate: 2e-05
+- weight_decay: 0.01
 - train_batch_size: 16
 - eval_batch_size: 16
 - seed: 42