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modernbert-user-52167
matiashoyl/modernbert-user-52167
modernbert-user-52167 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
- 392bc1fc
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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-52167
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: 2.3132
- Accuracy: 0.7770
- F1: 0.7183
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 |
|---|---|---|---|---|---|
| 0.5988 | 1.0 | 139 | 0.7842 | 0.6893 | 0.5231 |
| 0.6523 | 2.0 | 278 | 0.7842 | 0.6893 | 0.5864 |
| 0.6225 | 3.0 | 417 | 0.7842 | 0.6893 | 0.5635 |
| 0.4994 | 4.0 | 556 | 0.7626 | 0.6900 | 0.6089 |
| 0.4037 | 5.0 | 695 | 0.5180 | 0.5577 | 1.6146 |
| 0.3933 | 6.0 | 834 | 0.7194 | 0.7002 | 1.6165 |
| 0.2968 | 7.0 | 973 | 0.7626 | 0.7171 | 1.8036 |
| 0.0914 | 8.0 | 1112 | 0.7770 | 0.7183 | 2.3132 |
| 0.0701 | 9.0 | 1251 | 0.7554 | 0.7045 | 2.3444 |
| 0.044 | 10.0 | 1390 | 0.7338 | 0.6908 | 2.3413 |
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