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whisper-tiny-restaurant
infinite-learning-station/whisper-tiny-restaurant
whisper-tiny-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 24, 2025
- Updated
- Dec 24, 2025
- SHA
- 265ed704
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 Tiny Restaurant
This model is a fine-tuned version of openai/whisper-tiny on the Restaurant Orders dataset. It achieves the following results on the evaluation set:
- Loss: 0.3001
- Wer: 10.5263
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: 8
- 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
- training_steps: 500
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Wer |
|---|---|---|---|---|
| 0.9239 | 33.3333 | 100 | 0.2999 | 10.5263 |
| 0.0015 | 66.6667 | 200 | 0.2268 | 10.5263 |
| 0.0005 | 100.0 | 300 | 0.2590 | 10.5263 |
| 0.0002 | 133.3333 | 400 | 0.2807 | 10.5263 |
| 0.0001 | 166.6667 | 500 | 0.3001 | 10.5263 |
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 24, 2025
- Updated
- Dec 24, 2025