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rishabhjain16/whisper-medium_to_kaggle_albanian

sourceHugging Faceapache-2.0updated 3y agoView on Hugging Face
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Model Card

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Whisper medium to Kaggle Albanian

This model is a fine-tuned version of openai/whisper-medium on the rishabhjain16/kaggle_albanian default dataset. It achieves the following results on the evaluation set:

  • —Loss: 0.3393
  • —Wer: 26.91

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
  • —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • —lrschedulertype: linear
  • —lrschedulerwarmup_steps: 500
  • —training_steps: 5500
  • —mixedprecisiontraining: Native AMP

Training results

Training LossStepValidation LossWer
0.47165000.568745.1093
0.388310000.452236.6402
0.369515000.409933.9459
0.337520000.378331.4906
0.214625000.366229.5184
0.201030000.363829.7474
0.179935000.351928.6020
0.179140000.345528.3978
0.062145000.359227.1452
0.067950000.356127.1079
0.068755000.356026.9186

Framework versions

  • —Transformers 4.37.2
  • —Pytorch 1.14.0a0+44dac51
  • —Datasets 2.17.1
  • —Tokenizers 0.15.2