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misterkissi/whisper-small-fongbe

sourceHugging Facecc-by-nc-sa-4.0updated 1y agoView on Hugging Face
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Model Card

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wisper-small-fongbe

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

  • —Loss: 0.1111
  • —Wer: 0.2074

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
  • —gradientaccumulationsteps: 2
  • —totaltrainbatch_size: 32
  • —optimizer: Use adamwtorch with betas=(0.9,0.999) and epsilon=1e-08 and optimizerargs=No additional optimizer arguments
  • —lrschedulertype: linear
  • —lrschedulerwarmup_steps: 500
  • —training_steps: 5000
  • —mixedprecisiontraining: Native AMP

Training results

Training LossEpochStepValidation LossWer
1.32531.24415000.25960.5616
0.13572.488210000.12690.2757
0.05773.732315000.11120.2695
0.02784.976320000.10150.2262
0.01436.219225000.10620.2645
0.00877.463330000.11040.2590
0.00668.707335000.11530.2066
0.00499.951440000.11380.2364
0.003911.194345000.11000.2005
0.003412.438450000.11110.2074

Framework versions

  • —Transformers 4.53.2
  • —Pytorch 2.6.0+cu124
  • —Datasets 2.18.0
  • —Tokenizers 0.21.2