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modernbert-user-36903
matiashoyl/modernbert-user-36903
modernbert-user-36903 is a text classification model from matiashoyl. Use it when you need a label for a piece of text. It is set up for transformers. The card lists the license as apache-2.0.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Text Classification
- Library
- transformers
- License
- apache-2.0
- Model type
- modernbert
- Access
- Public
- Created
- Feb 22, 2025
- Updated
- Feb 22, 2025
- SHA
- 319f9810
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Base models
Model card
From the Hugging Face model README
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
modernbert-user-36903
This model is a fine-tuned version of answerdotai/ModernBERT-base on the None dataset. It achieves the following results on the evaluation set:
- Loss: 1.0553
- Accuracy: 0.6827
- F1: 0.6695
Model description
More information needed
Intended uses & limitations
More information needed
Training and evaluation data
More information needed
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 5e-05
- train_batch_size: 4
- eval_batch_size: 4
- seed: 42
- optimizer: Use OptimizerNames.ADAMW_TORCH_FUSED with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
- lr_scheduler_type: linear
- num_epochs: 10
Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy | F1 |
|---|---|---|---|---|---|
| 0.7179 | 1.0 | 271 | 0.6264 | 0.6384 | 0.4975 |
| 0.6623 | 2.0 | 542 | 0.6914 | 0.6605 | 0.5616 |
| 0.6578 | 3.0 | 813 | 0.6605 | 0.6458 | 0.5373 |
| 0.4788 | 4.0 | 1084 | 0.7385 | 0.6753 | 0.6445 |
| 0.5136 | 5.0 | 1355 | 0.8977 | 0.6458 | 0.6366 |
| 0.5267 | 6.0 | 1626 | 1.0553 | 0.6827 | 0.6695 |
| 0.3902 | 7.0 | 1897 | 1.2771 | 0.6642 | 0.6395 |
| 0.3596 | 8.0 | 2168 | 1.4993 | 0.6605 | 0.6449 |
| 0.2772 | 9.0 | 2439 | 1.5611 | 0.6716 | 0.6586 |
| 0.1665 | 10.0 | 2710 | 1.6092 | 0.6753 | 0.6604 |
Framework versions
- Transformers 4.48.0.dev0
- Pytorch 2.6.0
- Datasets 3.3.1
- Tokenizers 0.21.0
- Task
- Text Classification
- Library
- transformers
- Type
- modernbert
- License
- apache-2.0
- Created
- Feb 22, 2025
- Updated
- Feb 22, 2025