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modernbert-user-52933
matiashoyl/modernbert-user-52933
modernbert-user-52933 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
- c0c0cb0c
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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-52933
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: 0.5279
- Accuracy: 0.7667
- F1: 0.7554
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 |
|---|---|---|---|---|---|
| 0.5461 | 1.0 | 180 | 0.5116 | 0.7611 | 0.6579 |
| 0.5322 | 2.0 | 360 | 0.5279 | 0.7667 | 0.7554 |
| 0.4463 | 3.0 | 540 | 0.5651 | 0.7556 | 0.7490 |
| 0.4289 | 4.0 | 720 | 0.5958 | 0.7389 | 0.7418 |
| 0.3148 | 5.0 | 900 | 0.8395 | 0.7444 | 0.7444 |
| 0.1979 | 6.0 | 1080 | 0.9852 | 0.7111 | 0.7207 |
| 0.2205 | 7.0 | 1260 | 1.0655 | 0.7333 | 0.7390 |
| 0.1978 | 8.0 | 1440 | 1.2213 | 0.75 | 0.7510 |
| 0.1468 | 9.0 | 1620 | 1.3145 | 0.7333 | 0.7373 |
| 0.1106 | 10.0 | 1800 | 1.4572 | 0.7389 | 0.7436 |
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