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Whisper Small Sn - Bright Chirindo
This model is a fine-tuned version of kittech/whisper-tiny-sn on the Kingdom Truth International Ministries sermons dataset. It achieves the following results on the evaluation set:
- Loss: 2.9243
- Wer: 208.8858
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 |
|---|---|---|---|---|
| 2.5155 | 357.1429 | 2500 | 2.9250 | 212.4044 |
| 2.1292 | 714.2857 | 5000 | 2.9243 | 208.8858 |
Framework versions
- PEFT 0.10.1.dev0
- Transformers 4.40.2
- Pytorch 2.2.1+cu121
- Datasets 2.19.2.dev0
- Tokenizers 0.19.1
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Adapter for
Dataset used to train Kittech/whisper-tiny-sn-with-local-data
Evaluation results
- Wer on Kingdom Truth International Ministries sermonstest set self-reported208.886