Heather-Driver
/

distilbert-NER-Math-finetuned

@@ -16,8 +16,8 @@ should probably proofread and complete it, then remove this comment. -->
 This model is a fine-tuned version of [dslim/distilbert-NER](https://huggingface.co/dslim/distilbert-NER) on the None dataset.
 It achieves the following results on the evaluation set:
-- Loss: 0.0719
-- F1 Score: 0.9047
 ## Model description
@@ -48,16 +48,16 @@ The following hyperparameters were used during training:
 | Training Loss | Epoch | Step  | Validation Loss | F1 Score |
 |:-------------:|:-----:|:-----:|:---------------:|:--------:|
-| 0.1154        | 1.0   | 1067  | 0.1067          | 0.7847   |
-| 0.0729        | 2.0   | 2134  | 0.0769          | 0.8450   |
-| 0.05          | 3.0   | 3201  | 0.0671          | 0.8711   |
-| 0.0324        | 4.0   | 4268  | 0.0674          | 0.8839   |
-| 0.0199        | 5.0   | 5335  | 0.0658          | 0.8942   |
-| 0.0192        | 6.0   | 6402  | 0.0678          | 0.8936   |
-| 0.0109        | 7.0   | 7469  | 0.0672          | 0.9012   |
-| 0.0074        | 8.0   | 8536  | 0.0720          | 0.9008   |
-| 0.0054        | 9.0   | 9603  | 0.0720          | 0.9041   |
-| 0.0051        | 10.0  | 10670 | 0.0719          | 0.9047   |
 ### Framework versions

 This model is a fine-tuned version of [dslim/distilbert-NER](https://huggingface.co/dslim/distilbert-NER) on the None dataset.
 It achieves the following results on the evaluation set:
+- Loss: 0.0483
+- F1 Score: 0.9453
 ## Model description
 | Training Loss | Epoch | Step  | Validation Loss | F1 Score |
 |:-------------:|:-----:|:-----:|:---------------:|:--------:|
+| 0.1069        | 1.0   | 1534  | 0.0825          | 0.8414   |
+| 0.0553        | 2.0   | 3068  | 0.0587          | 0.8826   |
+| 0.0369        | 3.0   | 4602  | 0.0472          | 0.9125   |
+| 0.018         | 4.0   | 6136  | 0.0465          | 0.9206   |
+| 0.0127        | 5.0   | 7670  | 0.0447          | 0.9351   |
+| 0.0057        | 6.0   | 9204  | 0.0473          | 0.9377   |
+| 0.0045        | 7.0   | 10738 | 0.0465          | 0.9427   |
+| 0.0019        | 8.0   | 12272 | 0.0500          | 0.9409   |
+| 0.0026        | 9.0   | 13806 | 0.0486          | 0.9446   |
+| 0.0015        | 10.0  | 15340 | 0.0483          | 0.9453   |
 ### Framework versions

runs/Jan13_07-29-11_cdcd515ae2d3/events.out.tfevents.1736753354.cdcd515ae2d3.2006.0 CHANGED Viewed

@@ -1,3 +1,3 @@
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