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whisper-medium-hi
meg51/whisper-medium-hi
whisper-medium-hi is a machine learning model from meg51. 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
- Aug 6, 2024
- Updated
- Aug 7, 2024
- SHA
- 0f84aae4
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 Medium Hi -megha sharma
This model is a fine-tuned version of openai/whisper-medium on the Google Fleurs dataset. It achieves the following results on the evaluation set:
- Loss: 0.3496
- Wer: 18.2839
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: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 500
- training_steps: 9000
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Wer |
|---|---|---|---|---|
| 0.0311 | 3.3898 | 1000 | 0.2263 | 20.5584 |
| 0.0109 | 6.7797 | 2000 | 0.2669 | 20.4412 |
| 0.0026 | 10.1695 | 3000 | 0.2998 | 19.6408 |
| 0.0018 | 13.5593 | 4000 | 0.2947 | 18.8208 |
| 0.0002 | 16.9492 | 5000 | 0.3169 | 18.8012 |
| 0.0 | 20.3390 | 6000 | 0.3288 | 18.2058 |
| 0.0 | 23.7288 | 7000 | 0.3401 | 18.1667 |
| 0.0 | 27.1186 | 8000 | 0.3469 | 18.2741 |
| 0.0 | 30.5085 | 9000 | 0.3496 | 18.2839 |
Framework versions
- Transformers 4.43.3
- Pytorch 2.4.0+cu121
- Datasets 2.20.0
- Tokenizers 0.19.1
- Type
- whisper
- License
- apache-2.0
- Languages
- hi
- Created
- Aug 6, 2024
- Updated
- Aug 7, 2024