CoolFace
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seifooo/names-whisper-en

sourceHugging Faceapache-2.0updated 2y agoView on Hugging Face
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Model Card

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names-whisper-en

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

  • Loss: 0.0544
  • Wer: 1.9975

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: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lrschedulertype: linear
  • lrschedulerwarmup_steps: 500
  • training_steps: 5000
  • mixedprecisiontraining: Native AMP

Training results

Training LossEpochStepValidation LossWer
0.07220.875710000.06892.3877
0.02871.751320000.05692.0774
0.01342.627030000.05412.0056
0.00843.502640000.05362.0440
0.00534.378350000.05441.9975

Framework versions

  • Transformers 4.40.0
  • Pytorch 2.3.0+cu121
  • Datasets 2.19.0
  • Tokenizers 0.19.1