File size: 906 Bytes
90b1dd4 dab16a7 6e47644 bd82567 6e47644 dab16a7 6e47644 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 |
---
datasets:
- Bingsu/zeroth-korean
language:
- ko
metrics:
- wer
---
# Whisper Small Kr
This model is a fine-tuned version of [openai/whisper-small](https://huggingface.co/openai/whisper-small) on the Bingsu korean dataset. It achieves the following results:
### Training results
| Step | Training Loss | Validation Loss | Wer |
|------|---------------|-----------------|-----------|
| 1000 | 0.1141 | 0.145484 | 10.811625 |
| 2000 | 0.0369 | 0.106371 | 7.72474 |
| 3000 | 0.0153 | 0.095729 | 6.520102 |
### 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: 3000
- mixed_precision_training: Native AMP |