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yt-special-batch12-lr4-small
TheRains/yt-special-batch12-lr4-small
yt-special-batch12-lr4-small is a automatic speech recognition model from TheRains. Use it when you need speech turned into text. It is set up for transformers. 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
- Task
- Automatic Speech Recognition
- Library
- transformers
- License
- apache-2.0
- Model type
- whisper
- Access
- Public
- Created
- Aug 8, 2023
- Updated
- Aug 8, 2023
- SHA
- 1d259b39
Base models
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 Indonesian
This model is a fine-tuned version of openai/whisper-small on the yt id dataset. It achieves the following results on the evaluation set:
- Loss: 0.7329
- Wer: 38.0326
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: 0.0001
- train_batch_size: 12
- eval_batch_size: 6
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 500
- training_steps: 5000
Training results
| Training Loss | Epoch | Step | Validation Loss | Wer |
|---|---|---|---|---|
| 1.363 | 0.26 | 1000 | 1.3591 | 104.1242 |
| 1.0764 | 0.52 | 2000 | 1.1064 | 92.4000 |
| 0.9416 | 0.77 | 3000 | 0.9073 | 66.9088 |
| 0.4797 | 1.03 | 4000 | 0.7935 | 48.6804 |
| 0.4025 | 1.29 | 5000 | 0.7329 | 38.0326 |
Framework versions
- Transformers 4.31.0.dev0
- Pytorch 2.0.1+cu117
- Datasets 2.13.1
- Tokenizers 0.13.3
- Task
- Automatic Speech Recognition
- Library
- transformers
- Type
- whisper
- License
- apache-2.0
- Created
- Aug 8, 2023
- Updated
- Aug 8, 2023