update model card README.md

README.md

@@ -16,8 +16,8 @@ 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 common_voice_1_0 dataset.
 It achieves the following results on the evaluation set:
-- Loss: 1.4176
-- Wer: 0.5532
+- Loss: 1.4036
+- Wer: 0.5090
 
 ## Model description
 
@@ -44,7 +44,7 @@ The following hyperparameters were used during training:
 - total_train_batch_size: 32
 - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
 - lr_scheduler_type: linear
-- lr_scheduler_warmup_steps: 500
+- lr_scheduler_warmup_steps: 300
 - num_epochs: 20
 - mixed_precision_training: Native AMP
 
@@ -52,11 +52,17 @@ The following hyperparameters were used during training:
 
 | Training Loss | Epoch | Step | Validation Loss | Wer    |
 |:-------------:|:-----:|:----:|:---------------:|:------:|
-| 3.7147        | 3.64  | 400  | 2.0524          | 0.9310 |
-| 0.5925        | 7.27  | 800  | 1.3358          | 0.6120 |
-| 0.225         | 10.91 | 1200 | 1.3472          | 0.5807 |
-| 0.1444        | 14.55 | 1600 | 1.4857          | 0.5672 |
-| 0.1072        | 18.18 | 2000 | 1.4176          | 0.5532 |
+| 4.4355        | 1.82  | 200  | 3.0307          | 1.0    |
+| 2.1744        | 3.64  | 400  | 1.5661          | 0.7449 |
+| 0.5535        | 5.45  | 600  | 1.3005          | 0.5914 |
+| 0.3248        | 7.27  | 800  | 1.2481          | 0.5690 |
+| 0.2297        | 9.09  | 1000 | 1.2810          | 0.5366 |
+| 0.18          | 10.91 | 1200 | 1.3481          | 0.5378 |
+| 0.1499        | 12.73 | 1400 | 1.3124          | 0.5350 |
+| 0.1283        | 14.55 | 1600 | 1.3668          | 0.5161 |
+| 0.1089        | 16.36 | 1800 | 1.3833          | 0.5109 |
+| 0.0973        | 18.18 | 2000 | 1.3876          | 0.5075 |
+| 0.0897        | 20.0  | 2200 | 1.4036          | 0.5090 |
 
 
 ### Framework versions