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zagi-whisper-tiny-mn-final
zagibest/zagi-whisper-tiny-mn-final
zagi-whisper-tiny-mn-final is a automatic speech recognition model from zagibest. 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 10, 2024
- Updated
- Mar 22, 2024
- SHA
- 925a8b79
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 MN - Zagi
This model is a fine-tuned version of openai/whisper-tiny on the Common Voice 11.0 dataset. It achieves the following results on the evaluation set:
- Loss: 0.8723
- Wer: 72.0020
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: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 500
- training_steps: 4000
Training results
| Training Loss | Epoch | Step | Validation Loss | Wer |
|---|---|---|---|---|
| 0.4952 | 3.97 | 1000 | 0.8053 | 76.0266 |
| 0.2221 | 7.94 | 2000 | 0.7763 | 71.9201 |
| 0.0978 | 11.9 | 3000 | 0.8360 | 71.1118 |
| 0.059 | 15.87 | 4000 | 0.8723 | 72.0020 |
Framework versions
- Transformers 4.38.2
- Pytorch 2.1.0+cu121
- Datasets 2.18.0
- Tokenizers 0.15.2
- Task
- Automatic Speech Recognition
- Library
- transformers
- Type
- whisper
- License
- apache-2.0
- Languages
- mn
- Created
- Mar 10, 2024
- Updated
- Mar 22, 2024