CoolFace
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SaladSlayer00/another_local

sourceHugging Faceapache-2.0updated 3y agoView on Hugging Face
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Model Card

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Whisper Small IT

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: 0.5372
  • Wer: 130.3266

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: 4000
  • mixedprecisiontraining: Native AMP

Training results

Training LossEpochStepValidation LossWer
0.19721.65000.4266105.1927
0.0333.1910000.4507209.0820
0.01674.7915000.473896.0643
0.00526.3920000.4948143.7616
0.00357.9925000.5144126.8133
0.00479.5830000.5273133.8966
0.003311.1835000.5349137.8580
0.002612.7840000.5372130.3266

Framework versions

  • Transformers 4.36.0.dev0
  • Pytorch 2.1.0+cu118
  • Datasets 2.15.0
  • Tokenizers 0.15.0