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modernbert-user-50494
matiashoyl/modernbert-user-50494
modernbert-user-50494 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
- 0f2c6a18
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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-50494
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: 0.4341
- Accuracy: 0.8988
- F1: 0.8510
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 |
|---|---|---|---|---|---|
| 0.3252 | 1.0 | 346 | 0.4341 | 0.8988 | 0.8510 |
| 0.4246 | 2.0 | 692 | 0.3166 | 0.8988 | 0.8510 |
| 0.3908 | 3.0 | 1038 | 0.3008 | 0.8988 | 0.8510 |
| 0.3201 | 4.0 | 1384 | 0.6731 | 0.8960 | 0.8495 |
| 0.2607 | 5.0 | 1730 | 0.5682 | 0.8873 | 0.8499 |
| 0.208 | 6.0 | 2076 | 0.5005 | 0.8786 | 0.8452 |
| 0.142 | 7.0 | 2422 | 0.8412 | 0.8815 | 0.8468 |
| 0.172 | 8.0 | 2768 | 0.6637 | 0.8815 | 0.8509 |
| 0.0972 | 9.0 | 3114 | 1.1195 | 0.8728 | 0.8459 |
| 0.0695 | 10.0 | 3460 | 1.2127 | 0.8728 | 0.8459 |
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