Add model trained for query classification (v5.0)

README.md

@@ -3,6 +3,7 @@ library_name: transformers
 license: apache-2.0
 base_model: answerdotai/ModernBERT-base
 tags:
+- v5.0
 - generated_from_trainer
 metrics:
 - accuracy
@@ -21,11 +22,11 @@ should probably proofread and complete it, then remove this comment. -->
 
 This model is a fine-tuned version of [answerdotai/ModernBERT-base](https://huggingface.co/answerdotai/ModernBERT-base) on an unknown dataset.
 It achieves the following results on the evaluation set:
-- Loss: 0.1555
-- Accuracy: 0.9789
-- F1: 0.9790
-- Precision: 0.9792
-- Recall: 0.9789
+- Loss: 0.2355
+- Accuracy: 0.9700
+- F1: 0.9700
+- Precision: 0.9702
+- Recall: 0.9700
 
 ## Model description
 
@@ -56,16 +57,16 @@ The following hyperparameters were used during training:
 
 | Training Loss | Epoch | Step | Validation Loss | Accuracy | F1     | Precision | Recall |
 |:-------------:|:-----:|:----:|:---------------:|:--------:|:------:|:---------:|:------:|
-| No log        | 1.0   | 305  | 0.2230          | 0.9579   | 0.9579 | 0.9600    | 0.9579 |
-| 0.1385        | 2.0   | 610  | 0.1555          | 0.9789   | 0.9790 | 0.9792    | 0.9789 |
-| 0.1385        | 3.0   | 915  | 0.1744          | 0.9693   | 0.9694 | 0.9701    | 0.9693 |
-| 0.0189        | 4.0   | 1220 | 0.2378          | 0.9674   | 0.9675 | 0.9684    | 0.9674 |
-| 0.0022        | 5.0   | 1525 | 0.2181          | 0.9732   | 0.9733 | 0.9737    | 0.9732 |
+| No log        | 1.0   | 311  | 0.1570          | 0.9587   | 0.9588 | 0.9594    | 0.9587 |
+| 0.1864        | 2.0   | 622  | 0.2007          | 0.9644   | 0.9645 | 0.9650    | 0.9644 |
+| 0.1864        | 3.0   | 933  | 0.2530          | 0.9644   | 0.9643 | 0.9651    | 0.9644 |
+| 0.0242        | 4.0   | 1244 | 0.2355          | 0.9700   | 0.9700 | 0.9702    | 0.9700 |
+| 0.0031        | 5.0   | 1555 | 0.2446          | 0.9700   | 0.9700 | 0.9702    | 0.9700 |
 
 
 ### Framework versions
 
-- Transformers 4.50.3
+- Transformers 4.51.3
 - Pytorch 2.6.0+cu124
 - Datasets 3.5.0
 - Tokenizers 0.21.1

runs/Apr22_08-25-04_7e8cfa1e754a/events.out.tfevents.1745310341.7e8cfa1e754a.369.0

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+size 9292

runs/Apr22_08-25-04_7e8cfa1e754a/events.out.tfevents.1745311264.7e8cfa1e754a.369.1

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