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whisper-base-ar-puct-5k
CheeLi03/whisper-base-ar-puct-5k
whisper-base-ar-puct-5k is a machine learning model from CheeLi03. 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
- Nov 15, 2024
- Updated
- Nov 15, 2024
- SHA
- 0ed6082d
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 Base Arabic Punctuation 5k - Chee Li
This model is a fine-tuned version of openai/whisper-base on the Google Fleurs dataset. It achieves the following results on the evaluation set:
- Loss: 0.8131
- Wer: 41.0442
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: 5000
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Wer |
|---|---|---|---|---|
| 0.1477 | 6.6667 | 1000 | 0.5514 | 41.2441 |
| 0.0074 | 13.3333 | 2000 | 0.6832 | 39.8951 |
| 0.0022 | 20.0 | 3000 | 0.7561 | 41.1441 |
| 0.0013 | 26.6667 | 4000 | 0.7972 | 40.8818 |
| 0.001 | 33.3333 | 5000 | 0.8131 | 41.0442 |
Framework versions
- Transformers 4.43.4
- Pytorch 2.3.1+cu121
- Datasets 2.20.0
- Tokenizers 0.19.1
- Type
- whisper
- License
- apache-2.0
- Languages
- ar
- Created
- Nov 15, 2024
- Updated
- Nov 15, 2024