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modernbert-user-52170
matiashoyl/modernbert-user-52170
modernbert-user-52170 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
- 547ffb7a
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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-52170
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: 0.3092
- Accuracy: 0.9390
- F1: 0.9095
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 |
|---|---|---|---|---|---|
| 0.5325 | 1.0 | 163 | 0.3092 | 0.9390 | 0.9095 |
| 0.4109 | 2.0 | 326 | 0.2280 | 0.9390 | 0.9095 |
| 0.4148 | 3.0 | 489 | 0.2279 | 0.9390 | 0.9095 |
| 0.4334 | 4.0 | 652 | 0.2033 | 0.9329 | 0.9064 |
| 0.3668 | 5.0 | 815 | 0.2846 | 0.9268 | 0.9034 |
| 0.3291 | 6.0 | 978 | 0.4109 | 0.8963 | 0.8877 |
| 0.1547 | 7.0 | 1141 | 0.4115 | 0.8780 | 0.8780 |
| 0.2307 | 8.0 | 1304 | 0.4356 | 0.8841 | 0.8813 |
| 0.2442 | 9.0 | 1467 | 0.4651 | 0.8963 | 0.8986 |
| 0.0995 | 10.0 | 1630 | 0.5184 | 0.8902 | 0.8949 |
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