metadata
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 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