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modernbert-user-52311
matiashoyl/modernbert-user-52311
modernbert-user-52311 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
- 4166ac32
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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-52311
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: 0.3398
- Accuracy: 0.9044
- F1: 0.8881
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 |
|---|---|---|---|---|---|
| 0.385 | 1.0 | 135 | 0.9044 | 0.8590 | 0.4437 |
| 0.352 | 2.0 | 270 | 0.9044 | 0.8590 | 0.4691 |
| 0.3358 | 3.0 | 405 | 0.9044 | 0.8590 | 0.4935 |
| 0.2477 | 4.0 | 540 | 0.9044 | 0.8881 | 0.3398 |
| 0.1611 | 5.0 | 675 | 0.9044 | 0.8881 | 0.5158 |
| 0.1719 | 6.0 | 810 | 0.8676 | 0.8627 | 0.6588 |
| 0.0683 | 7.0 | 945 | 0.9044 | 0.8881 | 0.6164 |
| 0.0381 | 8.0 | 1080 | 0.8971 | 0.8828 | 0.9034 |
| 0.0485 | 9.0 | 1215 | 0.8971 | 0.8828 | 0.7167 |
| 0.04 | 10.0 | 1350 | 0.8971 | 0.8828 | 0.7578 |
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