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modernbert-user-52423
matiashoyl/modernbert-user-52423
modernbert-user-52423 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
- e706f62d
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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-52423
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: 1.7846
- Accuracy: 0.6385
- F1: 0.6423
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 |
|---|---|---|---|---|---|
| 0.6878 | 1.0 | 130 | 0.7077 | 0.5866 | 0.6551 |
| 0.6894 | 2.0 | 260 | 0.7077 | 0.5866 | 0.6645 |
| 0.7505 | 3.0 | 390 | 0.2923 | 0.1322 | 0.8636 |
| 0.6478 | 4.0 | 520 | 0.7 | 0.5828 | 0.9867 |
| 0.5874 | 5.0 | 650 | 0.6692 | 0.5993 | 0.7541 |
| 0.7692 | 6.0 | 780 | 0.6462 | 0.6238 | 0.7761 |
| 0.6066 | 7.0 | 910 | 0.6462 | 0.5849 | 1.0547 |
| 0.4767 | 8.0 | 1040 | 0.6231 | 0.6109 | 1.0806 |
| 0.3533 | 9.0 | 1170 | 0.6385 | 0.6423 | 1.7846 |
| 0.2669 | 10.0 | 1300 | 0.6385 | 0.6339 | 1.9392 |
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