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modernbert-user-52989
matiashoyl/modernbert-user-52989
modernbert-user-52989 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 21, 2025
- Updated
- Feb 22, 2025
- SHA
- 264f1f12
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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-52989
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: 1.0077
- Accuracy: 0.7899
- F1: 0.7680
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 |
|---|---|---|---|---|---|
| 0.6601 | 1.0 | 119 | 0.7479 | 0.6400 | 0.5926 |
| 0.7426 | 2.0 | 238 | 0.7479 | 0.6400 | 0.5395 |
| 0.5832 | 3.0 | 357 | 0.7647 | 0.6897 | 0.5309 |
| 0.554 | 4.0 | 476 | 0.7479 | 0.6400 | 1.0418 |
| 0.5044 | 5.0 | 595 | 0.7899 | 0.7444 | 0.5840 |
| 0.3985 | 6.0 | 714 | 0.7563 | 0.6945 | 0.7504 |
| 0.399 | 7.0 | 833 | 0.7815 | 0.7447 | 0.7517 |
| 0.2993 | 8.0 | 952 | 0.7899 | 0.7680 | 1.0077 |
| 0.4009 | 9.0 | 1071 | 0.7563 | 0.7407 | 0.9973 |
| 0.2857 | 10.0 | 1190 | 0.7647 | 0.7474 | 1.1913 |
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 21, 2025
- Updated
- Feb 22, 2025