Downloads · 30 days
5
12% of all-time downloads
modernbert-user-51978
matiashoyl/modernbert-user-51978
modernbert-user-51978 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. --
All-time downloads
41
Public
Parameters
150M
598 MB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors598 MB · 99%
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
- 5a4ab2b5
Try a prompt
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-51978
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: 1.4594
- Accuracy: 0.8365
- F1: 0.7985
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 |
|---|---|---|---|---|---|
| 0.6011 | 1.0 | 104 | 0.8462 | 0.7756 | 0.4643 |
| 0.4543 | 2.0 | 208 | 0.8462 | 0.7756 | 0.6643 |
| 0.4571 | 3.0 | 312 | 0.8462 | 0.7756 | 0.5277 |
| 0.4715 | 4.0 | 416 | 0.8462 | 0.7756 | 0.6186 |
| 0.3194 | 5.0 | 520 | 0.8462 | 0.7756 | 0.5367 |
| 0.2645 | 6.0 | 624 | 0.8269 | 0.7805 | 0.8127 |
| 0.1419 | 7.0 | 728 | 0.8365 | 0.7862 | 1.3021 |
| 0.1049 | 8.0 | 832 | 0.8365 | 0.7985 | 1.4594 |
| 0.0521 | 9.0 | 936 | 0.7885 | 0.7675 | 1.5115 |
| 0.0414 | 10.0 | 1040 | 0.8269 | 0.7805 | 1.5536 |
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