CoolFace
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UAEpro/whisper-small-ar-2

sourceHugging Faceapache-2.0updated 3y agoView on Hugging Face
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Whisper Small ar - majed test

This model is a fine-tuned version of uaepro/whisper-small-ar-2 on the Common Voice 16.0 dataset. It achieves the following results on the evaluation set:

  • —Loss: 0.3392
  • —Wer: 168.2218

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: 8
  • —seed: 42
  • —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • —lrschedulertype: linear
  • —lrschedulerwarmup_steps: 500
  • —training_steps: 4000
  • —mixedprecisiontraining: Native AMP

Training results

Training LossEpochStepValidation LossWer
0.14590.4110000.3714182.4752
0.13780.8220000.3486177.9993
0.07381.2430000.3513184.2939
0.08551.6540000.3392168.2218

Framework versions

  • —Transformers 4.36.2
  • —Pytorch 2.1.2
  • —Datasets 2.16.1
  • —Tokenizers 0.15.0