End of training

README.md

@@ -16,8 +16,8 @@ should probably proofread and complete it, then remove this comment. -->
 
 This model is a fine-tuned version of [vesteinn/DanskBERT](https://huggingface.co/vesteinn/DanskBERT) on an unknown dataset.
 It achieves the following results on the evaluation set:
-- Loss: 0.5087
-- F1-score: 0.9098
+- Loss: 0.4172
+- F1-score: 0.9180
 
 ## Model description
 
@@ -42,32 +42,22 @@ 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: 20
+- num_epochs: 10
 
 ### Training results
 
 | Training Loss | Epoch | Step | Validation Loss | F1-score |
 |:-------------:|:-----:|:----:|:---------------:|:--------:|
-| No log        | 1.0   | 69   | 0.4066          | 0.8196   |
-| No log        | 2.0   | 138  | 0.3546          | 0.8846   |
-| No log        | 3.0   | 207  | 0.4711          | 0.9013   |
-| No log        | 4.0   | 276  | 0.4296          | 0.8932   |
-| No log        | 5.0   | 345  | 0.7490          | 0.8513   |
-| No log        | 6.0   | 414  | 0.5087          | 0.9098   |
-| No log        | 7.0   | 483  | 0.8659          | 0.8669   |
-| 0.2398        | 8.0   | 552  | 0.8049          | 0.8601   |
-| 0.2398        | 9.0   | 621  | 0.9197          | 0.8678   |
-| 0.2398        | 10.0  | 690  | 0.9867          | 0.8678   |
-| 0.2398        | 11.0  | 759  | 0.9999          | 0.8681   |
-| 0.2398        | 12.0  | 828  | 0.8314          | 0.8852   |
-| 0.2398        | 13.0  | 897  | 0.8388          | 0.8934   |
-| 0.2398        | 14.0  | 966  | 0.8358          | 0.9016   |
-| 0.0092        | 15.0  | 1035 | 0.8468          | 0.9016   |
-| 0.0092        | 16.0  | 1104 | 0.8554          | 0.9016   |
-| 0.0092        | 17.0  | 1173 | 0.8654          | 0.8933   |
-| 0.0092        | 18.0  | 1242 | 0.8707          | 0.8933   |
-| 0.0092        | 19.0  | 1311 | 0.8731          | 0.8933   |
-| 0.0092        | 20.0  | 1380 | 0.8740          | 0.8933   |
+| No log        | 1.0   | 69   | 0.4185          | 0.8182   |
+| No log        | 2.0   | 138  | 0.2883          | 0.8771   |
+| No log        | 3.0   | 207  | 0.6676          | 0.8605   |
+| No log        | 4.0   | 276  | 0.4172          | 0.9180   |
+| No log        | 5.0   | 345  | 0.7406          | 0.8495   |
+| No log        | 6.0   | 414  | 0.6953          | 0.8668   |
+| No log        | 7.0   | 483  | 0.5687          | 0.9016   |
+| 0.2011        | 8.0   | 552  | 0.7013          | 0.8765   |
+| 0.2011        | 9.0   | 621  | 0.7086          | 0.8851   |
+| 0.2011        | 10.0  | 690  | 0.7390          | 0.8768   |
 
 
 ### Framework versions

model.safetensors

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runs/Sep11_13-55-13_93370bd2ff25/events.out.tfevents.1726062921.93370bd2ff25.1056.5

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