End of training

README.md

@@ -20,10 +20,10 @@ should probably proofread and complete it, then remove this comment. -->
 
 This model is a fine-tuned version of [pczarnik/herbert-base-ner](https://huggingface.co/pczarnik/herbert-base-ner) on an unknown dataset.
 It achieves the following results on the evaluation set:
-- Loss: 0.0018
-- Precision: 0.9969
-- Recall: 0.9975
-- F1: 0.9972
+- Loss: 0.0014
+- Precision: 0.9977
+- Recall: 0.9982
+- F1: 0.9980
 
 ## Model description
 
@@ -49,18 +49,19 @@ The following hyperparameters were used during training:
 - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
 - lr_scheduler_type: linear
 - lr_scheduler_warmup_steps: 327
-- num_epochs: 5
+- num_epochs: 10
 
 ### Training results
 
 | Training Loss | Epoch  | Step | Validation Loss | Precision | Recall | F1     |
 |:-------------:|:------:|:----:|:---------------:|:---------:|:------:|:------:|
-| 0.0064        | 0.7634 | 500  | 0.0046          | 0.9748    | 0.9910 | 0.9828 |
-| 0.0027        | 1.5267 | 1000 | 0.0023          | 0.9895    | 0.9972 | 0.9933 |
-| 0.0013        | 2.2901 | 1500 | 0.0027          | 0.9949    | 0.9970 | 0.9960 |
-| 0.0013        | 3.0534 | 2000 | 0.0020          | 0.9965    | 0.9975 | 0.9970 |
-| 0.0008        | 3.8168 | 2500 | 0.0020          | 0.9966    | 0.9975 | 0.9970 |
-| 0.0005        | 4.5802 | 3000 | 0.0018          | 0.9969    | 0.9975 | 0.9972 |
+| 0.0072        | 0.7634 | 500  | 0.0061          | 0.9697    | 0.9905 | 0.98   |
+| 0.0034        | 1.5267 | 1000 | 0.0031          | 0.9879    | 0.9960 | 0.9920 |
+| 0.0016        | 2.2901 | 1500 | 0.0017          | 0.9958    | 0.9980 | 0.9969 |
+| 0.0012        | 3.0534 | 2000 | 0.0017          | 0.9958    | 0.9975 | 0.9966 |
+| 0.0007        | 3.8168 | 2500 | 0.0015          | 0.9976    | 0.9983 | 0.9980 |
+| 0.0004        | 4.5802 | 3000 | 0.0015          | 0.9976    | 0.9977 | 0.9977 |
+| 0.0006        | 5.3435 | 3500 | 0.0014          | 0.9977    | 0.9982 | 0.9980 |
 
 
 ### Framework versions

model.safetensors

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runs/Apr21_20-15-06_laptop-Micha.local/events.out.tfevents.1745259307.laptop-Micha.local.25445.0

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