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whisper-small-vi
stevehoang9/whisper-small-vi
whisper-small-vi is a machine learning model from stevehoang9. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as apache-2.0.
should probably proofread and complete it, then remove this comment. --
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At a glance
- License
- apache-2.0
- Access
- Public
- Created
- Jul 8, 2024
- Updated
- Jul 30, 2024
- SHA
- a20ec20d
Datasets
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. -->
Whisper Small Vietnamese - Steve Hoang
This model is a fine-tuned version of openai/whisper-small on the Vietnamese ASR dataset. It achieves the following results on the evaluation set:
- Loss: 1.3438
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: 1.25e-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: constant_with_warmup
- lr_scheduler_warmup_steps: 50
- training_steps: 300
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 2.4238 | 0.11 | 100 | 2.2401 |
| 1.8787 | 0.21 | 200 | 1.7789 |
| 1.3912 | 0.32 | 300 | 1.3438 |
Framework versions
- Transformers 4.30.0
- Pytorch 2.1.2
- Datasets 2.20.0
- Tokenizers 0.13.3
- License
- apache-2.0
- Languages
- vi
- Created
- Jul 8, 2024
- Updated
- Jul 30, 2024