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Whisper small Greek Farsipal and El Greco
This model is a fine-tuned version of emilios/whisper-sm-farsipal-e5 on the mozilla-foundation/common_voice_11_0,google/fleurs el,el_gr dataset. It achieves the following results on the evaluation set:
- Loss: 0.5015
- Wer: 16.4933
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-06
- train_batch_size: 32
- eval_batch_size: 16
- seed: 42
- distributed_type: multi-GPU
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 500
- training_steps: 5000
Training results
| Training Loss | Epoch | Step | Validation Loss | Wer |
|---|---|---|---|---|
| 0.0004 | 2.49 | 1000 | 0.4797 | 16.7348 |
| 0.0003 | 4.98 | 2000 | 0.4895 | 16.5397 |
| 0.0002 | 7.46 | 3000 | 0.4963 | 16.5119 |
| 0.0002 | 9.95 | 4000 | 0.5015 | 16.4933 |
| 0.0002 | 12.44 | 5000 | 0.5034 | 16.5676 |
Framework versions
- Transformers 4.26.0.dev0
- Pytorch 2.0.0.dev20221216+cu116
- Datasets 2.7.1.dev0
- Tokenizers 0.13.2
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