CoolFace
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rishabhjain16/whisper_medium_to_myst_pf

sourceHugging Faceapache-2.0updated 4y agoView on Hugging Face
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Model Card

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openai/whisper-medium

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

  • —Loss: 0.3896
  • —Wer: 200.1910

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: 32
  • —evalbatchsize: 32
  • —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
0.23280.125000.2655301.5949
0.18381.1110000.2496286.1977
0.17572.115000.2563118.9213
0.02543.0920000.2992237.0841
0.02824.0725000.3342125.1999
0.02295.0630000.3502268.7414
0.00276.0535000.3918107.5536
0.0037.0340000.3896200.1910

Framework versions

  • —Transformers 4.27.0.dev0
  • —Pytorch 1.13.1+cu117
  • —Datasets 2.9.1.dev0
  • —Tokenizers 0.13.2