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ModernBERT-domain-classifier
DenemeAccount/ModernBERT-domain-classifier
ModernBERT-domain-classifier is a text classification model from DenemeAccount. Use it when you need a label for a piece of text. It is set up for transformers.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Text Classification
- Library
- transformers
- Model type
- modernbert
- Access
- Public
- Created
- Feb 13, 2025
- Updated
- Feb 13, 2025
- SHA
- 002c7f58
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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-domain-classifier
This model was trained from scratch on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.2957
- F1: 0.8796
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: 32
- eval_batch_size: 16
- 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: 5
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | F1 |
|---|---|---|---|---|
| No log | 1.0 | 29 | 0.6364 | 0.8198 |
| No log | 2.0 | 58 | 0.4407 | 0.8255 |
| No log | 3.0 | 87 | 0.3492 | 0.8516 |
| 0.851 | 4.0 | 116 | 0.2348 | 0.9161 |
| 0.851 | 5.0 | 145 | 0.2957 | 0.8796 |
Framework versions
- Transformers 4.48.3
- Pytorch 2.6.0+cu124
- Datasets 3.2.0
- Tokenizers 0.21.0
- Task
- Text Classification
- Library
- transformers
- Type
- modernbert
- Created
- Feb 13, 2025
- Updated
- Feb 13, 2025