Training completed!

README.md

@@ -17,8 +17,8 @@ should probably proofread and complete it, then remove this comment. -->
 
 This model is a fine-tuned version of [google-bert/bert-base-cased](https://huggingface.co/google-bert/bert-base-cased) on the None dataset.
 It achieves the following results on the evaluation set:
-- Loss: 0.0011
-- F1: 0.9065
+- Loss: 0.0001
+- F1: 0.9914
 
 ## Model description
 
@@ -43,22 +43,37 @@ The following hyperparameters were used during training:
 - seed: 42
 - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
 - lr_scheduler_type: linear
-- num_epochs: 10
+- num_epochs: 25
 
 ### Training results
 
 | Training Loss | Epoch | Step  | Validation Loss | F1     |
 |:-------------:|:-----:|:-----:|:---------------:|:------:|
-| No log        | 1.0   | 1243  | 0.0173          | 0.3365 |
-| No log        | 2.0   | 2486  | 0.0121          | 0.4665 |
-| No log        | 3.0   | 3729  | 0.0093          | 0.5501 |
-| No log        | 4.0   | 4972  | 0.0069          | 0.6351 |
-| No log        | 5.0   | 6215  | 0.0050          | 0.6579 |
-| No log        | 6.0   | 7458  | 0.0036          | 0.7312 |
-| No log        | 7.0   | 8701  | 0.0034          | 0.7416 |
-| No log        | 8.0   | 9944  | 0.0020          | 0.8349 |
-| No log        | 9.0   | 11187 | 0.0014          | 0.8836 |
-| No log        | 10.0  | 12430 | 0.0011          | 0.9065 |
+| No log        | 1.0   | 1243  | 0.0183          | 0.3245 |
+| No log        | 2.0   | 2486  | 0.0118          | 0.4825 |
+| No log        | 3.0   | 3729  | 0.0103          | 0.5138 |
+| No log        | 4.0   | 4972  | 0.0085          | 0.5191 |
+| No log        | 5.0   | 6215  | 0.0064          | 0.6228 |
+| No log        | 6.0   | 7458  | 0.0053          | 0.6666 |
+| No log        | 7.0   | 8701  | 0.0046          | 0.6844 |
+| No log        | 8.0   | 9944  | 0.0043          | 0.7041 |
+| No log        | 9.0   | 11187 | 0.0036          | 0.7175 |
+| No log        | 10.0  | 12430 | 0.0029          | 0.7732 |
+| No log        | 11.0  | 13673 | 0.0022          | 0.8057 |
+| No log        | 12.0  | 14916 | 0.0027          | 0.7894 |
+| No log        | 13.0  | 16159 | 0.0015          | 0.8652 |
+| No log        | 14.0  | 17402 | 0.0016          | 0.8579 |
+| No log        | 15.0  | 18645 | 0.0012          | 0.8958 |
+| No log        | 16.0  | 19888 | 0.0009          | 0.9167 |
+| No log        | 17.0  | 21131 | 0.0008          | 0.9395 |
+| No log        | 18.0  | 22374 | 0.0006          | 0.9535 |
+| No log        | 19.0  | 23617 | 0.0004          | 0.9607 |
+| No log        | 20.0  | 24860 | 0.0003          | 0.9712 |
+| No log        | 21.0  | 26103 | 0.0003          | 0.9794 |
+| No log        | 22.0  | 27346 | 0.0002          | 0.9858 |
+| No log        | 23.0  | 28589 | 0.0002          | 0.9888 |
+| No log        | 24.0  | 29832 | 0.0001          | 0.9898 |
+| No log        | 25.0  | 31075 | 0.0001          | 0.9914 |
 
 
 ### Framework versions

model.safetensors

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runs/Feb17_12-09-20_44564e283373/events.out.tfevents.1708171789.44564e283373.34.0

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training_args.bin

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