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modernbert-user-52912
matiashoyl/modernbert-user-52912
modernbert-user-52912 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
- 8731abc6
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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-52912
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: 0.6337
- Accuracy: 0.7025
- F1: 0.6765
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 |
|---|---|---|---|---|---|
| 0.8627 | 1.0 | 121 | 0.7107 | 0.5906 | 0.6162 |
| 0.6949 | 2.0 | 242 | 0.7107 | 0.5906 | 0.9498 |
| 0.5418 | 3.0 | 363 | 0.7107 | 0.5906 | 0.5984 |
| 0.5042 | 4.0 | 484 | 0.7025 | 0.6765 | 0.6337 |
| 0.5272 | 5.0 | 605 | 0.6942 | 0.6701 | 0.5680 |
| 0.4763 | 6.0 | 726 | 0.6777 | 0.6573 | 0.9059 |
| 0.4092 | 7.0 | 847 | 0.6694 | 0.6721 | 0.9190 |
| 0.5089 | 8.0 | 968 | 0.6694 | 0.6510 | 1.0941 |
| 0.3364 | 9.0 | 1089 | 0.6529 | 0.6425 | 1.2020 |
| 0.3394 | 10.0 | 1210 | 0.6612 | 0.6490 | 1.4306 |
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