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olaysco/whisper-small-yoruba-dora-st

sourceHugging Faceapache-2.0updated 2mo agoView on Hugging Face
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Model Card

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whisper-small-yoruba-dora-st

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: 0.1896

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: 0.0003
  • —trainbatchsize: 8
  • —evalbatchsize: 8
  • —seed: 42
  • —gradientaccumulationsteps: 4
  • —totaltrainbatch_size: 32
  • —optimizer: Use OptimizerNames.ADAMWTORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizerargs=No additional optimizer arguments
  • —lrschedulertype: linear
  • —lrschedulerwarmup_ratio: 0.1
  • —num_epochs: 3
  • —mixedprecisiontraining: Native AMP

Training results

Training LossEpochStepValidation Loss
0.06840.434310000.2259
0.07120.868520000.2108
0.03551.302730000.2083
0.03531.736940000.1946
0.01782.171150000.1944
0.01472.605460000.1896

Framework versions

  • —PEFT 0.14.0
  • —Transformers 4.50.3
  • —Pytorch 2.11.0+cu128
  • —Datasets 4.0.0
  • —Tokenizers 0.21.4