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sudoping01 / whisper-tiny-wolof
Model's Last Updated: December 02 2024
Introduction of whisper-tiny-wolof
Model Details of whisper-tiny-wolof
whisper-tiny-wolof
This model is a fine-tuned version of openai/whisper-tiny on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 1.4170
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: 0.001
- train_batch_size: 8
- eval_batch_size: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 50
- num_epochs: 5
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 1.7945 | 1.0 | 1463 | 1.7234 |
| 1.6295 | 2.0 | 2926 | 1.5757 |
| 1.4811 | 3.0 | 4389 | 1.4953 |
| 1.3762 | 4.0 | 5852 | 1.4418 |
| 1.2328 | 5.0 | 7315 | 1.4170 |
Framework versions
- PEFT 0.13.2
- Transformers 4.43.0.dev0
- Pytorch 2.5.1+cu121
- Datasets 3.1.0
- Tokenizers 0.19.1
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