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Bruno7/whisper-large-v3-turbo-arabic-saudi-phase2

sourceHugging Facemitupdated 1y agoView on Hugging Face
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whisper-large-v3-turbo-arabic-saudi-phase2

This model is a fine-tuned version of openai/whisper-large-v3-turbo on the None dataset. It achieves the following results on the evaluation set:

  • Loss: 0.3257
  • Wer: 141.1640

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: 0.0001
  • trainbatchsize: 32
  • evalbatchsize: 2
  • 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_ratio: 0.1
  • num_epochs: 1.0
  • mixedprecisiontraining: Native AMP

Training results

Training LossEpochStepValidation LossWer
0.40850.16892000.405730.8476
0.3720.33784000.365957.7550
0.35190.50686000.350745.0337
0.34320.67578000.3356177.4714
0.32270.844610000.3257141.1640

Framework versions

  • PEFT 0.15.2
  • Transformers 4.52.4
  • Pytorch 2.7.0+cu126
  • Datasets 3.6.0
  • Tokenizers 0.21.1