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adityarra07/whisper-medium-gabriel_fold_7

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

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whisper-medium-gabrielfold7

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: 0.2762
  • —Wer: 10.4733

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: 6

Training results

Training LossEpochStepValidation LossWer
0.69541.01690.269612.4580
0.11792.03380.258312.1832
0.04243.05070.271311.6641
0.01594.06760.269211.2366
0.00545.08450.272010.5038
0.00226.010140.276210.4733

Framework versions

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