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outcomes-whisper-tiny-v1.2
piyushmaharana/outcomes-whisper-tiny-v1.2
outcomes-whisper-tiny-v1.2 is a machine learning model from piyushmaharana. 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 16, 2024
- Updated
- Aug 16, 2024
- SHA
- e8e4b267
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. -->
OutcomesAI-Whisper-tiny-v1.2
This model is a fine-tuned version of piyushmaharana/outcomes-whisper-tiny-v1.1 on the big-transcript-pronounce dataset. It achieves the following results on the evaluation set:
- Loss: 0.0256
- Wer: 1.7139
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-06
- train_batch_size: 8
- eval_batch_size: 8
- seed: 42
- gradient_accumulation_steps: 2
- total_train_batch_size: 16
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 500
- training_steps: 3000
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Wer |
|---|---|---|---|---|
| 0.112 | 2.1645 | 500 | 0.0645 | 5.5784 |
| 0.013 | 4.3290 | 1000 | 0.0310 | 2.3237 |
| 0.0032 | 6.4935 | 1500 | 0.0264 | 1.7798 |
| 0.0012 | 8.6580 | 2000 | 0.0260 | 1.7304 |
| 0.0007 | 10.8225 | 2500 | 0.0257 | 1.7963 |
| 0.0006 | 12.9870 | 3000 | 0.0256 | 1.7139 |
Framework versions
- Transformers 4.44.0
- Pytorch 2.4.0+cu121
- Datasets 2.21.0
- Tokenizers 0.19.1
- Type
- whisper
- License
- apache-2.0
- Languages
- en
- Created
- Aug 16, 2024
- Updated
- Aug 16, 2024