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whisper-small-ru-v7la
constantinedivis/whisper-small-ru-v7la
whisper-small-ru-v7la is a automatic speech recognition model from constantinedivis. 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
- Feb 20, 2025
- Updated
- Feb 20, 2025
- SHA
- 19209960
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-ru-v7la
This model is a fine-tuned version of openai/whisper-small on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.1039
- Wer: 9.5294
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: 32
- eval_batch_size: 32
- seed: 42
- 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: 400
- training_steps: 2000
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Wer |
|---|---|---|---|---|
| 0.203 | 0.1934 | 200 | 0.2464 | 18.6343 |
| 0.1693 | 0.3868 | 400 | 0.1949 | 16.0868 |
| 0.1707 | 0.5803 | 600 | 0.1646 | 14.3649 |
| 0.1378 | 0.7737 | 800 | 0.1427 | 12.8907 |
| 0.1194 | 0.9671 | 1000 | 0.1303 | 11.5698 |
| 0.087 | 1.1605 | 1200 | 0.1195 | 11.1216 |
| 0.0824 | 1.3540 | 1400 | 0.1140 | 10.3550 |
| 0.0795 | 1.5474 | 1600 | 0.1083 | 9.7417 |
| 0.0787 | 1.7408 | 1800 | 0.1056 | 9.5648 |
| 0.0781 | 1.9342 | 2000 | 0.1039 | 9.5294 |
Framework versions
- Transformers 4.49.0
- Pytorch 2.1.0+cu118
- Datasets 3.3.1
- Tokenizers 0.21.0
- Task
- Automatic Speech Recognition
- Library
- transformers
- Type
- whisper
- License
- apache-2.0
- Created
- Feb 20, 2025
- Updated
- Feb 20, 2025