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harssment_classifier
abdulelahagr/harssment_classifier
harssment_classifier is a text classification model from abdulelahagr. 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
- bert
- Access
- Public
- Created
- Aug 18, 2024
- Updated
- Sep 12, 2024
- SHA
- 9a3a45a3
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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. -->
harssment_classifier
This model is a fine-tuned version of abdulelahagr/harassment_lang_classifier on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.0856
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: 16
- eval_batch_size: 16
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 5
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 0.0856 | 1.0 | 77 | 0.0439 |
| 0.0024 | 2.0 | 154 | 0.0446 |
| 0.0019 | 3.0 | 231 | 0.0443 |
| 0.0416 | 4.0 | 308 | 0.0452 |
| 0.0436 | 5.0 | 385 | 0.0445 |
Framework versions
- Transformers 4.44.2
- Pytorch 2.4.0+cu121
- Datasets 3.0.0
- Tokenizers 0.19.1
- Task
- Text Classification
- Library
- transformers
- Type
- bert
- License
- apache-2.0
- Created
- Aug 18, 2024
- Updated
- Sep 12, 2024