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whisper-small-test
PaidDatasetsBad/whisper-small-test
whisper-small-test is a machine learning model from PaidDatasetsBad. 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 10, 2024
- Updated
- Aug 10, 2024
- SHA
- 1414634b
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 Refined
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: 0.8921
- Wer: 15.3846
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: 5e-08
- train_batch_size: 16
- eval_batch_size: 8
- seed: 42
- gradient_accumulation_steps: 2
- total_train_batch_size: 32
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 250
- training_steps: 4000
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Wer |
|---|---|---|---|---|
| 0.0045 | 400.0 | 400 | 0.9209 | 30.7692 |
| 0.0008 | 800.0 | 800 | 0.8990 | 15.3846 |
| 0.0003 | 1200.0 | 1200 | 0.8957 | 15.3846 |
| 0.0002 | 1600.0 | 1600 | 0.8931 | 15.3846 |
| 0.0001 | 2000.0 | 2000 | 0.8927 | 15.3846 |
| 0.0001 | 2400.0 | 2400 | 0.8927 | 15.3846 |
| 0.0001 | 2800.0 | 2800 | 0.8919 | 15.3846 |
| 0.0001 | 3200.0 | 3200 | 0.8912 | 15.3846 |
| 0.0001 | 3600.0 | 3600 | 0.8918 | 15.3846 |
| 0.0001 | 4000.0 | 4000 | 0.8921 | 15.3846 |
Framework versions
- Transformers 4.42.4
- Pytorch 2.3.0
- Datasets 2.19.1
- Tokenizers 0.19.1
- Type
- whisper
- License
- apache-2.0
- Languages
- en
- Created
- Aug 10, 2024
- Updated
- Aug 10, 2024