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modernbert-user-52173
matiashoyl/modernbert-user-52173
modernbert-user-52173 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
- 4b2356dc
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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-52173
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: 0.7079
- Accuracy: 0.7450
- F1: 0.6892
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 |
|---|---|---|---|---|---|
| 0.6935 | 1.0 | 149 | 0.5513 | 0.7517 | 0.6451 |
| 0.5372 | 2.0 | 298 | 0.5533 | 0.7517 | 0.6451 |
| 0.6402 | 3.0 | 447 | 0.5588 | 0.7517 | 0.6451 |
| 0.6111 | 4.0 | 596 | 0.5512 | 0.7517 | 0.6451 |
| 0.5859 | 5.0 | 745 | 0.6116 | 0.6846 | 0.6886 |
| 0.4762 | 6.0 | 894 | 0.7079 | 0.7450 | 0.6892 |
| 0.4295 | 7.0 | 1043 | 0.9288 | 0.6913 | 0.6738 |
| 0.483 | 8.0 | 1192 | 1.1529 | 0.6644 | 0.6644 |
| 0.3434 | 9.0 | 1341 | 1.3168 | 0.7047 | 0.6836 |
| 0.3012 | 10.0 | 1490 | 1.3660 | 0.6913 | 0.6779 |
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