update model card README.md

README.md

@@ -16,7 +16,7 @@ should probably proofread and complete it, then remove this comment. -->
 
 This model is a fine-tuned version of [bert-base-uncased](https://huggingface.co/bert-base-uncased) on the conll2003 dataset.
 It achieves the following results on the evaluation set:
-- Loss: 0.0452
+- Loss: 0.0474
 
 ## Model description
 
@@ -36,20 +36,21 @@ More information needed
 
 The following hyperparameters were used during training:
 - learning_rate: 2e-05
-- train_batch_size: 16
-- eval_batch_size: 16
+- train_batch_size: 8
+- eval_batch_size: 8
 - seed: 42
 - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
 - lr_scheduler_type: linear
+- lr_scheduler_warmup_steps: 500
 - num_epochs: 3
 
 ### Training results
 
 | Training Loss | Epoch | Step | Validation Loss |
 |:-------------:|:-----:|:----:|:---------------:|
-| 0.1892        | 1.0   | 878  | 0.0511          |
-| 0.0355        | 2.0   | 1756 | 0.0479          |
-| 0.0187        | 3.0   | 2634 | 0.0452          |
+| 0.048         | 1.0   | 1756 | 0.0531          |
+| 0.0251        | 2.0   | 3512 | 0.0473          |
+| 0.016         | 3.0   | 5268 | 0.0474          |
 
 
 ### Framework versions