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whisper-tiny-zh-hk
ALISON211499/whisper-tiny-zh-hk
whisper-tiny-zh-hk is a machine learning model from ALISON211499. 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
- Model type
- whisper
- Access
- Public
- Created
- Nov 16, 2024
- Updated
- Nov 16, 2024
- SHA
- dae4bde2
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 Hi - Sanchit Gandhi
This model is a fine-tuned version of openai/whisper-small on the Common Voice 11.0 dataset. It achieves the following results on the evaluation set:
- Loss: 0.5786
- Wer: 133.5116
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: 4
- 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: 4000
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Wer |
|---|---|---|---|---|
| 0.6364 | 5.7 | 2000 | 0.5498 | 139.2157 |
| 0.1001 | 11.4 | 4000 | 0.5786 | 133.5116 |
Framework versions
- Transformers 4.28.1
- Pytorch 1.10.0
- Datasets 3.1.0
- Tokenizers 0.13.3
- Type
- whisper
- License
- apache-2.0
- Languages
- hi
- Created
- Nov 16, 2024
- Updated
- Nov 16, 2024