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modernbert-user-16289
matiashoyl/modernbert-user-16289
modernbert-user-16289 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
- 2fa4a1ef
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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-16289
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: 1.8638
- Accuracy: 0.7117
- F1: 0.7081
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 |
|---|---|---|---|---|---|
| 0.6958 | 1.0 | 110 | 0.6486 | 0.5194 | 0.6870 |
| 0.6108 | 2.0 | 220 | 0.6396 | 0.5723 | 0.6462 |
| 0.5677 | 3.0 | 330 | 0.6937 | 0.6919 | 0.6378 |
| 0.5765 | 4.0 | 440 | 0.6667 | 0.6441 | 0.8213 |
| 0.4628 | 5.0 | 550 | 0.6396 | 0.6323 | 0.9966 |
| 0.49 | 6.0 | 660 | 0.6396 | 0.6292 | 1.2657 |
| 0.4281 | 7.0 | 770 | 0.6757 | 0.6691 | 1.6036 |
| 0.2238 | 8.0 | 880 | 0.7117 | 0.7081 | 1.8638 |
| 0.2163 | 9.0 | 990 | 0.6667 | 0.6585 | 2.4716 |
| 0.1945 | 10.0 | 1100 | 0.6757 | 0.6691 | 2.5223 |
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