update model card README.md

README.md

@@ -14,13 +14,8 @@ should probably proofread and complete it, then remove this comment. -->
 
 This model is a fine-tuned version of [facebook/wav2vec2-base](https://huggingface.co/facebook/wav2vec2-base) on the None dataset.
 It achieves the following results on the evaluation set:
-- eval_loss: 0.5215
-- eval_wer: 0.2411
-- eval_runtime: 54.0563
-- eval_samples_per_second: 5.272
-- eval_steps_per_second: 0.666
-- epoch: 25.25
-- step: 5000
+- Loss: 0.4338
+- Wer: 0.2313
 
 ## Model description
 
@@ -46,9 +41,22 @@ The following hyperparameters were used during training:
 - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
 - lr_scheduler_type: linear
 - lr_scheduler_warmup_steps: 1000
-- num_epochs: 50
+- num_epochs: 20
 - mixed_precision_training: Native AMP
 
+### Training results
+
+| Training Loss | Epoch | Step | Validation Loss | Wer    |
+|:-------------:|:-----:|:----:|:---------------:|:------:|
+| 3.6839        | 2.53  | 500  | 2.7287          | 1.0    |
+| 0.8708        | 5.05  | 1000 | 0.5004          | 0.3490 |
+| 0.2879        | 7.58  | 1500 | 0.4411          | 0.2872 |
+| 0.1877        | 10.1  | 2000 | 0.4359          | 0.2594 |
+| 0.1617        | 12.63 | 2500 | 0.4404          | 0.2492 |
+| 0.1295        | 15.15 | 3000 | 0.4356          | 0.2418 |
+| 0.1146        | 17.68 | 3500 | 0.4338          | 0.2313 |
+
+
 ### Framework versions
 
 - Transformers 4.11.3