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camelbert-darija-sentiment
mustaphakassimi/camelbert-darija-sentiment
camelbert-darija-sentiment is a text classification model from mustaphakassimi. 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
- Apr 17, 2026
- Updated
- Apr 18, 2026
- SHA
- 75de5c82
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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. -->
camelbert-darija-sentiment
This model is a fine-tuned version of CAMeL-Lab/bert-base-arabic-camelbert-da on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.9490
- Accuracy: 0.5
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_FUSED with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 10
- num_epochs: 5
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|---|---|---|---|---|
| 1.1755 | 1.0 | 10 | 1.0840 | 0.4 |
| 1.0392 | 2.0 | 20 | 1.0611 | 0.4 |
| 0.9100 | 3.0 | 30 | 1.0034 | 0.65 |
| 0.8429 | 4.0 | 40 | 0.9572 | 0.55 |
| 0.7164 | 5.0 | 50 | 0.9490 | 0.5 |
Framework versions
- Transformers 5.0.0
- Pytorch 2.10.0+cpu
- Datasets 4.0.0
- Tokenizers 0.22.2
- Task
- Text Classification
- Library
- transformers
- Type
- bert
- License
- apache-2.0
- Created
- Apr 17, 2026
- Updated
- Apr 18, 2026