CoolFace
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gradio-ci/whisper-small-urdu

sourceHugging Faceapache-2.0updated 5mo agoView on Hugging Face
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whisper-small-urdu

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: 0.7483
  • Wer: 44.5016

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: 8
  • evalbatchsize: 8
  • seed: 42
  • gradientaccumulationsteps: 2
  • totaltrainbatch_size: 16
  • 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: 30
  • training_steps: 300
  • mixedprecisiontraining: Native AMP

Training results

Training LossEpochStepValidation LossWer
1.18451.06381000.773446.4309
0.69252.12772000.749445.5949
0.65743.19153000.748344.5016

Framework versions

  • Transformers 5.6.2
  • Pytorch 2.11.0+cu130
  • Datasets 4.8.4
  • Tokenizers 0.22.2