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modernbert-user-51962
matiashoyl/modernbert-user-51962
modernbert-user-51962 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
- e8524a82
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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-51962
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: 0.5964
- Accuracy: 0.7409
- F1: 0.7139
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 |
|---|---|---|---|---|---|
| 0.5939 | 1.0 | 220 | 0.5297 | 0.7909 | 0.6986 |
| 0.7824 | 2.0 | 440 | 0.5733 | 0.7909 | 0.6986 |
| 0.5407 | 3.0 | 660 | 0.7761 | 0.7909 | 0.6986 |
| 0.524 | 4.0 | 880 | 0.5964 | 0.7409 | 0.7139 |
| 0.5175 | 5.0 | 1100 | 0.6175 | 0.7364 | 0.7108 |
| 0.4803 | 6.0 | 1320 | 0.7197 | 0.6955 | 0.6916 |
| 0.4462 | 7.0 | 1540 | 0.9614 | 0.7091 | 0.6954 |
| 0.3754 | 8.0 | 1760 | 1.0815 | 0.7182 | 0.7017 |
| 0.3214 | 9.0 | 1980 | 1.2811 | 0.6909 | 0.6956 |
| 0.3669 | 10.0 | 2200 | 1.4680 | 0.7045 | 0.7008 |
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