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modernbert-user-52209
matiashoyl/modernbert-user-52209
modernbert-user-52209 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
- 7694a9c0
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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-52209
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: 1.5664
- Accuracy: 0.7639
- F1: 0.7447
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 |
|---|---|---|---|---|---|
| 0.5096 | 1.0 | 144 | 0.7760 | 0.7639 | 0.6616 |
| 0.4571 | 2.0 | 288 | 0.6382 | 0.7639 | 0.6616 |
| 0.5785 | 3.0 | 432 | 0.5660 | 0.7639 | 0.6739 |
| 0.532 | 4.0 | 576 | 0.5821 | 0.7847 | 0.7256 |
| 0.3508 | 5.0 | 720 | 1.1921 | 0.7569 | 0.6987 |
| 0.362 | 6.0 | 864 | 0.8424 | 0.7569 | 0.7393 |
| 0.389 | 7.0 | 1008 | 1.1188 | 0.75 | 0.7377 |
| 0.3696 | 8.0 | 1152 | 1.3108 | 0.75 | 0.7297 |
| 0.1957 | 9.0 | 1296 | 1.6261 | 0.7431 | 0.7149 |
| 0.2021 | 10.0 | 1440 | 1.5664 | 0.7639 | 0.7447 |
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