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modernbert-user-52645
matiashoyl/modernbert-user-52645
modernbert-user-52645 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
- 3e88620b
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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-52645
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: 0.5095
- Accuracy: 0.8865
- F1: 0.8694
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 |
|---|---|---|---|---|---|
| 0.6466 | 1.0 | 141 | 0.5035 | 0.8865 | 0.8332 |
| 0.549 | 2.0 | 282 | 0.4365 | 0.8369 | 0.8234 |
| 0.5819 | 3.0 | 423 | 0.3863 | 0.8865 | 0.8332 |
| 0.4404 | 4.0 | 564 | 0.4199 | 0.8298 | 0.8411 |
| 0.3386 | 5.0 | 705 | 0.5095 | 0.8865 | 0.8694 |
| 0.2947 | 6.0 | 846 | 0.8959 | 0.7660 | 0.7958 |
| 0.1654 | 7.0 | 987 | 0.7128 | 0.8227 | 0.8329 |
| 0.1538 | 8.0 | 1128 | 1.1004 | 0.7376 | 0.7757 |
| 0.1324 | 9.0 | 1269 | 0.9711 | 0.7801 | 0.8032 |
| 0.1714 | 10.0 | 1410 | 0.9713 | 0.7872 | 0.8081 |
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