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canine-c-multilabel-indonesian-hate-speech
PaceKW/canine-c-multilabel-indonesian-hate-speech
canine-c-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. --
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At a glance
- Task
- Text Classification
- Library
- transformers
- License
- apache-2.0
- Model type
- canine
- Access
- Public
- Created
- May 16, 2025
- Updated
- May 16, 2025
- SHA
- 37949d87
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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. -->
canine-c-multilabel-indonesian-hate-speech
This model is a fine-tuned version of google/canine-c on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.3054
- F1: 0.6720
- Roc Auc: 0.7954
- Accuracy: 0.5623
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 |
|---|---|---|---|---|---|---|
| 0.3661 | 1.0 | 1148 | 0.3460 | 0.4919 | 0.6756 | 0.4213 |
| 0.299 | 2.0 | 2296 | 0.2977 | 0.6004 | 0.7357 | 0.5122 |
| 0.2465 | 3.0 | 3444 | 0.2953 | 0.6590 | 0.7832 | 0.5524 |
| 0.201 | 4.0 | 4592 | 0.3035 | 0.6587 | 0.7781 | 0.5653 |
| 0.1722 | 5.0 | 5740 | 0.3054 | 0.6720 | 0.7954 | 0.5623 |
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
- canine
- License
- apache-2.0
- Created
- May 16, 2025
- Updated
- May 16, 2025