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SuiGio/whisper-large-v3-el

sourceHugging Faceapache-2.0updated 1y agoView on Hugging Face
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whisper-large-v3-el

This model is a fine-tuned version of openai/whisper-large-v3 on the commonvoice17_0 dataset. It achieves the following results on the evaluation set:

  • —Loss: 0.3502
  • —Wer: 0.2083

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
  • —trainbatchsize: 16
  • —evalbatchsize: 8
  • —seed: 42
  • —optimizer: Use OptimizerNames.ADAMWTORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizerargs=No additional optimizer arguments
  • —lrschedulertype: linear
  • —lrschedulerwarmup_steps: 500
  • —training_steps: 4000
  • —mixedprecisiontraining: Native AMP

Training results

Training LossEpochStepValidation LossWer
0.01878.0110000.26710.2261
0.001716.0220000.31300.2108
0.000124.0330000.34130.2076
0.000133.0140000.35020.2083

Framework versions

  • —Transformers 4.51.3
  • —Pytorch 2.7.0+cu126
  • —Datasets 3.6.0
  • —Tokenizers 0.21.1