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adityarra07/whisper-medium-ft-czech

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

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whisper-medium-ft-czech

This model is a fine-tuned version of openai/whisper-medium on an unknown dataset. It achieves the following results on the evaluation set:

  • Loss: 0.3164
  • Wer: 13.1258

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: 16
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lrschedulertype: linear
  • num_epochs: 5

Training results

Training LossEpochStepValidation LossWer
0.39821.07890.260114.0344
0.12992.015780.253613.8218
0.05483.023670.264513.4158
0.01824.031560.298413.1065
0.0055.039450.316413.1258

Framework versions

  • Transformers 4.33.1
  • Pytorch 2.0.1+cu117
  • Datasets 2.14.5
  • Tokenizers 0.13.3