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bert-base-indonesian-1.5G-multilabel-indonesian-hate-speech-new-v2
PaceKW/bert-base-indonesian-1.5G-multilabel-indonesian-hate-speech-new-v2
bert-base-indonesian-1.5G-multilabel-indonesian-hate-speech-new-v2 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 mit.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Text Classification
- Library
- transformers
- License
- mit
- Model type
- bert
- Access
- Public
- Created
- May 27, 2025
- Updated
- May 27, 2025
- SHA
- 1ef6815c
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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. -->
bert-base-indonesian-1.5G-multilabel-indonesian-hate-speech-new-v2
This model is a fine-tuned version of cahya/bert-base-indonesian-1.5G on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.6959
- F1: 0.5940
- Roc Auc: 0.5001
- Accuracy: 0.0
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: 10
Training results
| Training Loss | Epoch | Step | Validation Loss | F1 | Roc Auc | Accuracy |
|---|---|---|---|---|---|---|
| 0.6957 | 1.0 | 2002 | 0.6959 | 0.5940 | 0.5001 | 0.0 |
| 0.6946 | 2.0 | 4004 | 0.6946 | 0.5730 | 0.4968 | 0.0010 |
| 0.6889 | 3.0 | 6006 | 0.7007 | 0.5375 | 0.5010 | 0.0010 |
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
- bert
- License
- mit
- Created
- May 27, 2025
- Updated
- May 27, 2025