CoolFace
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internalhell/whisper_small_ru_model_trainer_2

sourceHugging Faceapache-2.0updated 1y agoView on Hugging Face
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Model Card

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Whisper Small ru - slowlydoor

This model is a fine-tuned version of openai/whisper-small on the Common Voice 17.0 dataset. It achieves the following results on the evaluation set:

  • —Loss: 0.1989
  • —Wer: 16.6769
  • —Cer: 4.3640
  • —Ser: 59.1591

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: 4
  • —seed: 42
  • —optimizer: Use OptimizerNames.ADAMWTORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizerargs=No additional optimizer arguments
  • —lrschedulertype: linear
  • —num_epochs: 1
  • —mixedprecisiontraining: Native AMP

Training results

Training LossEpochStepValidation LossWerCerSer
0.21760.15165000.257521.00095.451269.0581
0.21460.303210000.239519.78265.222166.5785
0.18170.454815000.226418.57244.780064.4320
0.18620.606420000.214018.20884.790462.3542
0.16180.758025000.204917.07654.395360.4234
0.15970.909630000.198916.67694.364059.1591

Framework versions

  • —Transformers 4.52.3
  • —Pytorch 2.6.0+cu124
  • —Datasets 3.6.0
  • —Tokenizers 0.21.1