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urdu-intent-model
sehrashsafdar/urdu-intent-model
urdu-intent-model is a text classification model from sehrashsafdar. 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
- roberta
- Access
- Public
- Created
- Jul 29, 2025
- Updated
- Oct 31, 2025
- SHA
- b8485be1
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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. -->
urdu-intent-model
This model is a fine-tuned version of urduhack/roberta-urdu-small on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.8892
- Accuracy: 0.9345
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: 32
- eval_batch_size: 32
- 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
- num_epochs: 10
Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|---|---|---|---|---|
| 4.0419 | 1.0 | 61 | 3.8482 | 0.3996 |
| 2.5069 | 2.0 | 122 | 2.5593 | 0.6352 |
| 1.8412 | 3.0 | 183 | 1.8762 | 0.7480 |
| 1.3852 | 4.0 | 244 | 1.4876 | 0.7951 |
| 0.9489 | 5.0 | 305 | 1.2456 | 0.8197 |
| 0.8545 | 6.0 | 366 | 1.0769 | 0.8402 |
| 0.654 | 7.0 | 427 | 0.9819 | 0.8904 |
| 0.5234 | 8.0 | 488 | 0.9370 | 0.9022 |
| 0.4693 | 9.0 | 549 | 0.8987 | 0.9245 |
| 0.4175 | 10.0 | 610 | 0.8892 | 0.9345 |
Framework versions
- Transformers 4.57.1
- Pytorch 2.8.0+cu126
- Datasets 4.0.0
- Tokenizers 0.22.1
- Task
- Text Classification
- Library
- transformers
- Type
- roberta
- License
- mit
- Created
- Jul 29, 2025
- Updated
- Oct 31, 2025