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octava/whisper-small-indonesian-disaster-vanilla-0

sourceHugging Faceapache-2.0updated 11mo agoView on Hugging Face
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Model Card

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whisper-small-indonesian-disaster-vanilla-0

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

  • —Loss: 0.2642
  • —Wer: 11.1364

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: 16
  • —seed: 42
  • —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • —lrschedulertype: linear
  • —lrschedulerwarmup_steps: 500
  • —training_steps: 5000

Training results

Training LossEpochStepValidation LossWer
0.00296.711410000.222511.2662
0.000513.422820000.242611.2987
0.000320.134230000.252711.2662
0.000226.845640000.260611.2013
0.000133.557050000.264211.1364

Framework versions

  • —Transformers 4.45.0
  • —Pytorch 2.6.0+cu124
  • —Datasets 3.0.1
  • —Tokenizers 0.20.0