Update README.md

README.md

@@ -30,5 +30,16 @@ model-index:
 
 Fine-tuned [facebook/wav2vec2-large-xlsr-53](https://huggingface.co/facebook/wav2vec2-large-xlsr-53) in Welsh using the [Common Voice](https://huggingface.co/datasets/common_voice) dataset.
 
-The code for training this model can be found at GitHub: https://github.com/techiaith/xlsr-fine-tuning-week
+The code for training, using and evaluating this model can be found at GitHub: https://github.com/techiaith/xlsr-fine-tuning-week
+
+With a WER of 28.33%, here are some example predictions from the Common Voice Welsh test set:
+
+**Prediction:** rhedais i ffwrdd heb ddweud dim wrthi ym beth digwyddodd
+
+**Reference:** Rhedais i ffwrdd heb ddweud dim wrthi am beth ddigwyddodd.  
+
+
+**Prediction:** ac yr oedd y ferch yn ofnus d
+
+**Reference:** Ac yr oedd y ferch yn ofnus.