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modernbert-user-52407
matiashoyl/modernbert-user-52407
modernbert-user-52407 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
- 00267da1
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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-52407
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: 0.6305
- Accuracy: 0.6533
- F1: 0.5741
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 |
|---|---|---|---|---|---|
| 0.6649 | 1.0 | 150 | 0.6630 | 0.6467 | 0.5146 |
| 0.6508 | 2.0 | 300 | 0.6305 | 0.6533 | 0.5741 |
| 0.6289 | 3.0 | 450 | 0.8145 | 0.48 | 0.4679 |
| 0.6545 | 4.0 | 600 | 0.7064 | 0.64 | 0.4995 |
| 0.5997 | 5.0 | 750 | 0.6394 | 0.6467 | 0.5257 |
| 0.6121 | 6.0 | 900 | 0.6656 | 0.6133 | 0.5472 |
| 0.5957 | 7.0 | 1050 | 0.8211 | 0.56 | 0.5632 |
| 0.5397 | 8.0 | 1200 | 1.2026 | 0.5467 | 0.5553 |
| 0.6399 | 9.0 | 1350 | 1.4224 | 0.5533 | 0.5558 |
| 0.3491 | 10.0 | 1500 | 1.5406 | 0.56 | 0.5617 |
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