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modernbert-user-52295
matiashoyl/modernbert-user-52295
modernbert-user-52295 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
- fd6d6a94
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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-52295
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: 0.7575
- Accuracy: 0.6667
- F1: 0.6487
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 | Accuracy | F1 | Validation Loss |
|---|---|---|---|---|---|
| 0.665 | 1.0 | 129 | 0.6202 | 0.4826 | 0.6770 |
| 0.7431 | 2.0 | 258 | 0.6279 | 0.5223 | 0.6384 |
| 0.6947 | 3.0 | 387 | 0.6202 | 0.5776 | 0.8105 |
| 0.5293 | 4.0 | 516 | 0.6667 | 0.6487 | 0.7575 |
| 0.4582 | 5.0 | 645 | 0.6667 | 0.6487 | 1.1227 |
| 0.3974 | 6.0 | 774 | 0.6357 | 0.6350 | 1.2034 |
| 0.4189 | 7.0 | 903 | 0.6279 | 0.6183 | 1.3607 |
| 0.3295 | 8.0 | 1032 | 0.6202 | 0.6194 | 1.4259 |
| 0.2609 | 9.0 | 1161 | 0.6357 | 0.6297 | 1.5242 |
| 0.2177 | 10.0 | 1290 | 0.6279 | 0.6207 | 1.6830 |
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