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modernbert-user-53007
matiashoyl/modernbert-user-53007
modernbert-user-53007 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
- e08c608c
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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-53007
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: 0.6312
- Accuracy: 0.8509
- F1: 0.8256
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 |
|---|---|---|---|---|---|
| 0.6285 | 1.0 | 161 | 0.5466 | 0.8447 | 0.7736 |
| 0.5633 | 2.0 | 322 | 0.4694 | 0.8447 | 0.7736 |
| 0.5402 | 3.0 | 483 | 0.4429 | 0.8447 | 0.7736 |
| 0.5121 | 4.0 | 644 | 0.3939 | 0.8199 | 0.7860 |
| 0.5862 | 5.0 | 805 | 0.4774 | 0.8447 | 0.7846 |
| 0.3365 | 6.0 | 966 | 0.7412 | 0.8323 | 0.7940 |
| 0.3603 | 7.0 | 1127 | 0.6312 | 0.8509 | 0.8256 |
| 0.2938 | 8.0 | 1288 | 0.8904 | 0.8012 | 0.7898 |
| 0.2972 | 9.0 | 1449 | 0.9979 | 0.8137 | 0.7986 |
| 0.166 | 10.0 | 1610 | 1.2180 | 0.8012 | 0.7852 |
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