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modernbert-user-22606
matiashoyl/modernbert-user-22606
modernbert-user-22606 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
- f4961a94
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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-22606
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: 0.6088
- Accuracy: 0.7129
- F1: 0.6982
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 |
|---|---|---|---|---|---|
| 0.7432 | 1.0 | 100 | 0.6436 | 0.5040 | 0.8100 |
| 0.6533 | 2.0 | 200 | 0.7129 | 0.6982 | 0.6088 |
| 0.6041 | 3.0 | 300 | 0.6832 | 0.6496 | 0.7113 |
| 0.5993 | 4.0 | 400 | 0.5149 | 0.5007 | 0.8656 |
| 0.4852 | 5.0 | 500 | 0.5149 | 0.5247 | 1.4321 |
| 0.4127 | 6.0 | 600 | 0.5941 | 0.5974 | 1.5020 |
| 0.373 | 7.0 | 700 | 0.5248 | 0.5341 | 1.8597 |
| 0.2959 | 8.0 | 800 | 0.5743 | 0.5828 | 1.9105 |
| 0.1924 | 9.0 | 900 | 0.5743 | 0.5828 | 2.0918 |
| 0.2129 | 10.0 | 1000 | 0.5743 | 0.5828 | 2.1363 |
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