Downloads · 30 days
8
15% of all-time downloads
distilbert-base-multilingual-cased-multilabel-indonesian-hate-speech
PaceKW/distilbert-base-multilingual-cased-multilabel-indonesian-hate-speech
distilbert-base-multilingual-cased-multilabel-indonesian-hate-speech is a text classification model from PaceKW. 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
55
Public
Parameters
135M
541 MB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors541 MB · 99%
At a glance
- Task
- Text Classification
- Library
- transformers
- License
- apache-2.0
- Model type
- distilbert
- Access
- Public
- Created
- May 16, 2025
- Updated
- May 16, 2025
- SHA
- f870ff37
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. -->
distilbert-base-multilingual-cased-multilabel-indonesian-hate-speech
This model is a fine-tuned version of distilbert/distilbert-base-multilingual-cased on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.2659
- F1: 0.7397
- Roc Auc: 0.8354
- Accuracy: 0.6253
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: 2e-05
- train_batch_size: 8
- eval_batch_size: 8
- seed: 42
- optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
- lr_scheduler_type: linear
- num_epochs: 5
Training results
| Training Loss | Epoch | Step | Validation Loss | F1 | Roc Auc | Accuracy |
|---|---|---|---|---|---|---|
| 0.2837 | 1.0 | 1148 | 0.2717 | 0.6360 | 0.7584 | 0.5360 |
| 0.2264 | 2.0 | 2296 | 0.2533 | 0.6865 | 0.7884 | 0.5801 |
| 0.1772 | 3.0 | 3444 | 0.2441 | 0.7291 | 0.8290 | 0.5955 |
| 0.1346 | 4.0 | 4592 | 0.2548 | 0.7379 | 0.8347 | 0.6194 |
| 0.1044 | 5.0 | 5740 | 0.2659 | 0.7397 | 0.8354 | 0.6253 |
Framework versions
- Transformers 4.51.3
- Pytorch 2.7.0+cu128
- Datasets 3.6.0
- Tokenizers 0.21.1
- Task
- Text Classification
- Library
- transformers
- Type
- distilbert
- License
- apache-2.0
- Created
- May 16, 2025
- Updated
- May 16, 2025