| base_model: aubmindlab/bert-base-arabertv02 | |
| library_name: transformers | |
| tags: | |
| - generated_from_trainer | |
| model-index: | |
| - name: Classify_Kalimat | |
| results: [] | |
| <!-- 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. --> | |
| # Classify_Kalimat | |
| This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on an unknown dataset. | |
| It achieves the following results on the evaluation set: | |
| - Loss: 0.1764 | |
| ## 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: 16 | |
| - eval_batch_size: 32 | |
| - seed: 42 | |
| - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08 | |
| - lr_scheduler_type: linear | |
| - num_epochs: 3 | |
| ### Training results | |
| | Training Loss | Epoch | Step | Validation Loss | | |
| |:-------------:|:-----:|:----:|:---------------:| | |
| | 0.3647 | 1.0 | 911 | 0.1811 | | |
| | 0.1172 | 2.0 | 1822 | 0.1548 | | |
| | 0.0629 | 3.0 | 2733 | 0.1764 | | |
| ### Framework versions | |
| - Transformers 4.45.1 | |
| - Pytorch 2.4.0 | |
| - Datasets 3.0.1 | |
| - Tokenizers 0.20.0 | |