Downloads · 30 days
6
15% of all-time downloads
modernbert-user-51986
matiashoyl/modernbert-user-51986
modernbert-user-51986 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
40
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 22, 2025
- Updated
- Feb 22, 2025
- SHA
- 13cf4567
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-51986
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: 1.4543
- Accuracy: 0.8092
- F1: 0.7991
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 |
|---|---|---|---|---|---|
| 0.5922 | 1.0 | 152 | 0.5396 | 0.75 | 0.7058 |
| 0.586 | 2.0 | 304 | 0.5749 | 0.6908 | 0.6949 |
| 0.4757 | 3.0 | 456 | 0.5143 | 0.75 | 0.7418 |
| 0.5147 | 4.0 | 608 | 0.7613 | 0.8026 | 0.7678 |
| 0.2882 | 5.0 | 760 | 1.0367 | 0.8092 | 0.7899 |
| 0.3411 | 6.0 | 912 | 1.1779 | 0.8026 | 0.7808 |
| 0.2965 | 7.0 | 1064 | 1.3163 | 0.7961 | 0.7823 |
| 0.2055 | 8.0 | 1216 | 1.4280 | 0.7961 | 0.7823 |
| 0.2453 | 9.0 | 1368 | 1.4543 | 0.8092 | 0.7991 |
| 0.1415 | 10.0 | 1520 | 1.5760 | 0.8092 | 0.7899 |
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