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modernbert-user-52584
matiashoyl/modernbert-user-52584
modernbert-user-52584 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 21, 2025
- Updated
- Feb 22, 2025
- SHA
- f775f86d
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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-52584
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: 0.5127
- Accuracy: 0.8785
- F1: 0.8217
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 |
|---|---|---|---|---|---|
| 0.5985 | 1.0 | 107 | 0.8785 | 0.8217 | 0.5127 |
| 0.4131 | 2.0 | 214 | 0.8785 | 0.8217 | 0.5470 |
| 0.4235 | 3.0 | 321 | 0.8785 | 0.8217 | 0.5193 |
| 0.3294 | 4.0 | 428 | 0.8785 | 0.8217 | 0.4010 |
| 0.3627 | 5.0 | 535 | 0.8785 | 0.8217 | 0.5293 |
| 0.2766 | 6.0 | 642 | 0.8598 | 0.8123 | 0.5711 |
| 0.2296 | 7.0 | 749 | 0.8318 | 0.7978 | 0.6800 |
| 0.3286 | 8.0 | 856 | 0.8131 | 0.7879 | 0.9426 |
| 0.0893 | 9.0 | 963 | 0.7944 | 0.7869 | 1.2029 |
| 0.1141 | 10.0 | 1070 | 0.7944 | 0.7778 | 1.1263 |
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 21, 2025
- Updated
- Feb 22, 2025