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whisper-tiny-khmer-aug
rinabuoy/whisper-tiny-khmer-aug
whisper-tiny-khmer-aug is a machine learning model from rinabuoy. 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 19, 2024
- Updated
- Aug 23, 2024
- SHA
- 041ce6dc
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-khmer-aug
This model is a fine-tuned version of openai/whisper-tiny on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.2697
- Wer: 68.1206
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: 0.0001
- train_batch_size: 16
- eval_batch_size: 16
- 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: constant
- lr_scheduler_warmup_steps: 1000
- num_epochs: 10
Training results
| Training Loss | Epoch | Step | Validation Loss | Wer |
|---|---|---|---|---|
| 0.8969 | 1.0 | 670 | 0.4289 | 91.3572 |
| 0.3822 | 2.0 | 1340 | 0.3025 | 79.3741 |
| 0.292 | 3.0 | 2010 | 0.2727 | 85.6819 |
| 0.2439 | 4.0 | 2680 | 0.2637 | 74.1365 |
| 0.2124 | 5.0 | 3350 | 0.2548 | 70.2124 |
| 0.1844 | 6.0 | 4020 | 0.2606 | 79.7470 |
| 0.1651 | 7.0 | 4690 | 0.2505 | 68.5909 |
| 0.1472 | 8.0 | 5360 | 0.2637 | 67.9261 |
| 0.1344 | 9.0 | 6030 | 0.2672 | 66.2234 |
| 0.1194 | 10.0 | 6700 | 0.2697 | 68.1206 |
Framework versions
- Transformers 4.44.0
- Pytorch 2.3.1
- Datasets 2.21.0
- Tokenizers 0.19.1
- Type
- whisper
- License
- apache-2.0
- Created
- Aug 19, 2024
- Updated
- Aug 23, 2024