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whisper-tiny-indian-restaurant
infinite-learning-station/whisper-tiny-indian-restaurant
whisper-tiny-indian-restaurant is a automatic speech recognition model from infinite-learning-station. 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
- Dec 26, 2025
- Updated
- Dec 26, 2025
- SHA
- f943d436
Base models
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 Tiny Indian Restaurant
This model is a fine-tuned version of openai/whisper-tiny on the Indian Restaurant Orders dataset. It achieves the following results on the evaluation set:
- Loss: 0.0593
- Wer: 12.9686
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: 1e-05
- train_batch_size: 16
- eval_batch_size: 8
- seed: 42
- optimizer: Use OptimizerNames.ADAMW_TORCH_FUSED with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 500
- num_epochs: 10
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Wer |
|---|---|---|---|---|
| 0.0954 | 0.9893 | 1200 | 0.0963 | 17.5894 |
| 0.0765 | 1.9786 | 2400 | 0.0794 | 16.6739 |
| 0.0658 | 2.9678 | 3600 | 0.0725 | 15.8521 |
| 0.0627 | 3.9571 | 4800 | 0.0665 | 15.2682 |
| 0.0505 | 4.9464 | 6000 | 0.0648 | 14.4968 |
| 0.0471 | 5.9357 | 7200 | 0.0613 | 13.9129 |
| 0.0404 | 6.9250 | 8400 | 0.0600 | 13.3218 |
| 0.0323 | 7.9143 | 9600 | 0.0600 | 12.9181 |
| 0.0289 | 8.9035 | 10800 | 0.0592 | 12.7235 |
| 0.0251 | 9.8928 | 12000 | 0.0593 | 12.9686 |
Framework versions
- Transformers 4.57.3
- Pytorch 2.9.0+cu126
- Datasets 4.4.2
- Tokenizers 0.22.1
- Task
- Automatic Speech Recognition
- Library
- transformers
- Type
- whisper
- License
- apache-2.0
- Languages
- en
- Created
- Dec 26, 2025
- Updated
- Dec 26, 2025