End of training

README.md

@@ -17,8 +17,8 @@ should probably proofread and complete it, then remove this comment. -->
 
 This model is a fine-tuned version of [bert-base-cased](https://huggingface.co/bert-base-cased) on an unknown dataset.
 It achieves the following results on the evaluation set:
-- Loss: 3.1321
-- Accuracy: 0.3453
+- Loss: 0.5797
+- Accuracy: 0.8716
 
 ## Model description
 
@@ -40,17 +40,31 @@ The following hyperparameters were used during training:
 - learning_rate: 5e-06
 - train_batch_size: 16
 - eval_batch_size: 16
-- seed: 46
+- seed: 42
 - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
 - lr_scheduler_type: linear
-- num_epochs: 1
+- num_epochs: 15
 - mixed_precision_training: Native AMP
 
 ### Training results
 
-| Training Loss | Epoch | Step | Validation Loss | Accuracy |
-|:-------------:|:-----:|:----:|:---------------:|:--------:|
-| 3.5633        | 1.0   | 720  | 3.1321          | 0.3453   |
+| Training Loss | Epoch | Step  | Validation Loss | Accuracy |
+|:-------------:|:-----:|:-----:|:---------------:|:--------:|
+| 3.3465        | 1.0   | 720   | 2.3843          | 0.5347   |
+| 1.9972        | 2.0   | 1440  | 1.4809          | 0.7093   |
+| 1.3555        | 3.0   | 2160  | 1.0981          | 0.7757   |
+| 1.0033        | 4.0   | 2880  | 0.8683          | 0.8259   |
+| 0.7694        | 5.0   | 3600  | 0.7548          | 0.8387   |
+| 0.613         | 6.0   | 4320  | 0.6804          | 0.8480   |
+| 0.5019        | 7.0   | 5040  | 0.6344          | 0.8544   |
+| 0.4203        | 8.0   | 5760  | 0.6095          | 0.8633   |
+| 0.3599        | 9.0   | 6480  | 0.5934          | 0.8633   |
+| 0.3099        | 10.0  | 7200  | 0.5879          | 0.8623   |
+| 0.2783        | 11.0  | 7920  | 0.5834          | 0.8682   |
+| 0.2499        | 12.0  | 8640  | 0.5825          | 0.8642   |
+| 0.2292        | 13.0  | 9360  | 0.5813          | 0.8677   |
+| 0.2164        | 14.0  | 10080 | 0.5797          | 0.8716   |
+| 0.2104        | 15.0  | 10800 | 0.5816          | 0.8677   |
 
 
 ### Framework versions

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