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modernbert-user-52171
matiashoyl/modernbert-user-52171
modernbert-user-52171 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 21, 2025
- Updated
- Feb 22, 2025
- SHA
- 7f663959
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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-52171
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: 0.9702
- Accuracy: 0.8621
- F1: 0.8520
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 |
|---|---|---|---|---|---|
| 0.4432 | 1.0 | 115 | 0.8276 | 0.7495 | 1.1865 |
| 0.4228 | 2.0 | 230 | 0.8276 | 0.7495 | 0.6812 |
| 0.4533 | 3.0 | 345 | 0.8276 | 0.7495 | 0.6663 |
| 0.4481 | 4.0 | 460 | 0.8276 | 0.7495 | 0.5703 |
| 0.319 | 5.0 | 575 | 0.8276 | 0.7495 | 0.5498 |
| 0.3586 | 6.0 | 690 | 0.8190 | 0.7452 | 0.5521 |
| 0.5034 | 7.0 | 805 | 0.8276 | 0.7495 | 0.6048 |
| 0.2245 | 8.0 | 920 | 0.8621 | 0.8520 | 0.9702 |
| 0.083 | 9.0 | 1035 | 0.8362 | 0.8020 | 1.1213 |
| 0.0271 | 10.0 | 1150 | 0.8534 | 0.8296 | 1.0957 |
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 21, 2025
- Updated
- Feb 22, 2025