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whisper-small-uzbek-ynv4
Yorkinjon/whisper-small-uzbek-ynv4
whisper-small-uzbek-ynv4 is a automatic speech recognition model from Yorkinjon. 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
- Mar 11, 2025
- Updated
- Mar 11, 2025
- SHA
- b1c0a688
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 small uz v4 - YorkinjonDev
This model is a fine-tuned version of Yorkinjon/whisper-small-uzbek-ynv3 on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.0709
- Wer: 6.6564
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: 2
- eval_batch_size: 2
- seed: 42
- gradient_accumulation_steps: 8
- total_train_batch_size: 16
- optimizer: Use adamw_torch 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: 5000
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Wer |
|---|---|---|---|---|
| 0.0397 | 1.1429 | 1000 | 0.0785 | 8.5583 |
| 0.015 | 2.2857 | 2000 | 0.0697 | 7.3160 |
| 0.0069 | 3.4286 | 3000 | 0.0661 | 6.4264 |
| 0.0022 | 4.5714 | 4000 | 0.0700 | 6.9172 |
| 0.0011 | 5.7143 | 5000 | 0.0709 | 6.6564 |
Framework versions
- Transformers 4.49.0
- Pytorch 2.6.0+cu118
- Datasets 3.3.2
- Tokenizers 0.21.0
- Task
- Automatic Speech Recognition
- Library
- transformers
- Type
- whisper
- License
- apache-2.0
- Languages
- uz
- Created
- Mar 11, 2025
- Updated
- Mar 11, 2025