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modernbert-user-52172
matiashoyl/modernbert-user-52172
modernbert-user-52172 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
- a836ad1a
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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-52172
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: 0.8742
- Accuracy: 0.7212
- F1: 0.7169
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 |
|---|---|---|---|---|---|
| 0.6915 | 1.0 | 208 | 0.7938 | 0.6202 | 0.4748 |
| 0.592 | 2.0 | 416 | 0.7007 | 0.5865 | 0.5883 |
| 0.585 | 3.0 | 624 | 0.7165 | 0.6779 | 0.6407 |
| 0.5797 | 4.0 | 832 | 0.7966 | 0.6298 | 0.6352 |
| 0.4885 | 5.0 | 1040 | 0.9111 | 0.6683 | 0.6384 |
| 0.4059 | 6.0 | 1248 | 0.8742 | 0.7212 | 0.7169 |
| 0.4458 | 7.0 | 1456 | 0.9124 | 0.6923 | 0.6937 |
| 0.3962 | 8.0 | 1664 | 1.1722 | 0.6779 | 0.6826 |
| 0.2236 | 9.0 | 1872 | 1.2687 | 0.6827 | 0.6847 |
| 0.2704 | 10.0 | 2080 | 1.3150 | 0.7115 | 0.7100 |
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