--- license: mit tags: - generated_from_trainer datasets: - imdb_urdu_reviews model-index: - name: UrduClassification results: [] --- # UrduClassification This model is a fine-tuned version of [urduhack/roberta-urdu-small](https://huggingface.co/urduhack/roberta-urdu-small) on the imdb_urdu_reviews dataset. It achieves the following results on the evaluation set: - Loss: 0.4703 ## 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 - lr_scheduler_warmup_steps: 500 - num_epochs: 3 ### Training results | Training Loss | Epoch | Step | Validation Loss | |:-------------:|:-----:|:----:|:---------------:| | 0.4078 | 1.0 | 2500 | 0.3954 | | 0.2633 | 2.0 | 5000 | 0.4007 | | 0.1205 | 3.0 | 7500 | 0.4703 | ### Framework versions - Transformers 4.30.2 - Pytorch 2.0.0 - Datasets 2.1.0 - Tokenizers 0.13.3