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Adnan666/whisper-small-pashto-stage2-fleurs

sourceHugging Faceapache-2.0updated 24d agoView on Hugging Face
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Model Card

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whisper-small-pashto-stage2-fleurs

This model is a fine-tuned version of Adnan666/whisper-small-pashto-run11-cv24only on an unknown dataset. It achieves the following results on the evaluation set:

  • —Loss: 0.5410
  • —Wer: 36.1158

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: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • —lrschedulertype: linear
  • —lrschedulerwarmup_steps: 50
  • —num_epochs: 5
  • —mixedprecisiontraining: Native AMP

Training results

Training LossEpochStepValidation LossWer
0.77060.3175500.658738.4127
0.64580.63491000.581237.5163
0.64190.95241500.546136.4893
0.48541.26982000.539536.4332
0.47691.58732500.528635.8170
0.44291.90793000.529335.9290
0.34652.22543500.529135.6489
0.35582.54294000.535236.2278
0.33892.86034500.532836.0411
0.26983.17785000.541036.1158

Framework versions

  • —Transformers 4.44.2
  • —Pytorch 2.4.0+cu118
  • —Datasets 2.19.0
  • —Tokenizers 0.19.1