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sodonne6/whisper-tiny_to_portuguese_accent_8000_5e-6

sourceHugging Faceapache-2.0updated 6mo agoView on Hugging Face
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Model Card

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Whisper tiny portuguese 8000

This model is a fine-tuned version of openai/whisper-tiny on the Portuguese English dataset. It achieves the following results on the evaluation set:

  • —Loss: 0.2778
  • —Wer: 12.0224

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: 5e-06
  • —trainbatchsize: 2
  • —evalbatchsize: 1
  • —seed: 42
  • —optimizer: Use OptimizerNames.ADAMWTORCHFUSED with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
  • —lrschedulertype: linear
  • —lrschedulerwarmup_steps: 500
  • —training_steps: 8000

Training results

Training LossEpochStepValidation LossWer
0.24030.921710000.256912.9730
0.13951.843320000.236611.5005
0.04102.765030000.246512.0037
0.01323.686640000.254811.8360
0.02234.608350000.262211.9664
0.01115.530060000.269912.0969
0.00566.451670000.274911.8546
0.00587.373380000.277812.0224

Framework versions

  • —Transformers 5.3.0.dev0
  • —Pytorch 2.10.0+cu128
  • —Datasets 4.8.3
  • —Tokenizers 0.22.2