Downloads · 30 days
6
8% of all-time downloads
modernbert-user-52937
matiashoyl/modernbert-user-52937
modernbert-user-52937 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
77
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
- 8b6ff5bf
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-52937
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: 0.4835
- Accuracy: 0.8550
- F1: 0.8309
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 |
|---|---|---|---|---|---|
| 0.5822 | 1.0 | 131 | 0.8473 | 0.7773 | 0.5473 |
| 0.3919 | 2.0 | 262 | 0.8473 | 0.7773 | 0.7879 |
| 0.3334 | 3.0 | 393 | 0.8550 | 0.8309 | 0.4835 |
| 0.3315 | 4.0 | 524 | 0.8397 | 0.7735 | 0.5091 |
| 0.303 | 5.0 | 655 | 0.8244 | 0.7773 | 0.7237 |
| 0.3538 | 6.0 | 786 | 0.8244 | 0.7773 | 1.1198 |
| 0.1909 | 7.0 | 917 | 0.8015 | 0.7641 | 1.3012 |
| 0.1472 | 8.0 | 1048 | 0.7710 | 0.7538 | 1.4043 |
| 0.15 | 9.0 | 1179 | 0.8092 | 0.7775 | 1.5852 |
| 0.1221 | 10.0 | 1310 | 0.8092 | 0.7852 | 1.6951 |
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