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custom-whiper-small-you-v1
devkya/custom-whiper-small-you-v1
custom-whiper-small-you-v1 is a machine learning model from devkya. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for peft. 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
- Library
- peft
- License
- apache-2.0
- Model type
- whisper
- Access
- Public
- Created
- May 7, 2024
- Updated
- May 7, 2024
- SHA
- d291214f
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. -->
custom-whiper-small-you-v1
This model is a fine-tuned version of SungBeom/whisper-small-ko on the audiofolder dataset. It achieves the following results on the evaluation set:
- Loss: 2.0737
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: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 150
- training_steps: 1500
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 5.3391 | 125.0 | 500 | 2.1300 |
| 4.9716 | 250.0 | 1000 | 2.0881 |
| 4.8699 | 375.0 | 1500 | 2.0737 |
Framework versions
- PEFT 0.10.0
- Transformers 4.41.0.dev0
- Pytorch 2.2.2+cu121
- Datasets 2.19.0
- Tokenizers 0.19.1
- Library
- peft
- Type
- whisper
- License
- apache-2.0
- Created
- May 7, 2024
- Updated
- May 7, 2024