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modernbert-user-52174
matiashoyl/modernbert-user-52174
modernbert-user-52174 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
- 6d564c86
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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-52174
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: 0.8859
- Accuracy: 0.6846
- F1: 0.6431
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 |
|---|---|---|---|---|---|
| 0.7036 | 1.0 | 129 | 0.6385 | 0.4976 | 0.6859 |
| 0.5907 | 2.0 | 258 | 0.6385 | 0.6357 | 0.6638 |
| 0.6109 | 3.0 | 387 | 0.6846 | 0.6431 | 0.8859 |
| 0.4751 | 4.0 | 516 | 0.6462 | 0.6025 | 1.4749 |
| 0.4199 | 5.0 | 645 | 0.6154 | 0.6090 | 1.9805 |
| 0.276 | 6.0 | 774 | 0.6385 | 0.6112 | 2.6587 |
| 0.1434 | 7.0 | 903 | 0.6538 | 0.6083 | 2.3898 |
| 0.1078 | 8.0 | 1032 | 0.6154 | 0.5887 | 3.3622 |
| 0.0228 | 9.0 | 1161 | 0.6154 | 0.5928 | 3.5669 |
| 0.075 | 10.0 | 1290 | 0.6308 | 0.6128 | 3.4663 |
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