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modernbert-user-52164
matiashoyl/modernbert-user-52164
modernbert-user-52164 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
- 0ac1b504
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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-52164
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: 0.6206
- Accuracy: 0.7622
- F1: 0.6993
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 |
|---|---|---|---|---|---|
| 0.6146 | 1.0 | 185 | 0.5697 | 0.7514 | 0.6447 |
| 0.5743 | 2.0 | 370 | 0.6008 | 0.7514 | 0.6447 |
| 0.5187 | 3.0 | 555 | 0.6206 | 0.7622 | 0.6993 |
| 0.4907 | 4.0 | 740 | 0.6565 | 0.6432 | 0.6558 |
| 0.4441 | 5.0 | 925 | 0.6727 | 0.6649 | 0.6672 |
| 0.4297 | 6.0 | 1110 | 1.0574 | 0.6486 | 0.6545 |
| 0.3619 | 7.0 | 1295 | 1.9236 | 0.6324 | 0.6417 |
| 0.2492 | 8.0 | 1480 | 1.2168 | 0.6865 | 0.6695 |
| 0.2604 | 9.0 | 1665 | 1.6858 | 0.6541 | 0.6587 |
| 0.2231 | 10.0 | 1850 | 1.8000 | 0.6649 | 0.6596 |
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