Update README.md

README.md

@@ -30,8 +30,8 @@ should probably proofread and complete it, then remove this comment. -->
 
 # w2v-bert-2.0-luganda-CV-train-validation-7.0
 
-This model is a fine-tuned version of [facebook/w2v-bert-2.0](https://huggingface.co/facebook/w2v-bert-2.0) on the common_voice_7_0 dataset.
-It achieves the following results on the evaluation set:
+This model is a fine-tuned version of [facebook/w2v-bert-2.0](https://huggingface.co/facebook/w2v-bert-2.0) on the Luganda mozilla common voices 7.0 dataset. We use the train and validation set for training and the test set for evaluation.
+When using this dataset, make sure that the audio has a sampling rate of 16kHz.It achieves the following results on the test set:
 - Loss: 0.2282
 - Wer: 0.1933
 
@@ -45,9 +45,10 @@ More information needed
 
 ## Training and evaluation data
 
-More information needed
+The model was trained on version 7 of the Luganda dataset of Mozilla common voices dataset. We used the train and validation dataset for training and the test dataset for validation.
 
 ## Training procedure
+The model was finetuned for 10 epochs using a learning rate of 5e-05. We used the AdamW optimizer.
 
 ### Training hyperparameters