CoolFace
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hipstor/whisper-tiny-dv

sourceHugging Faceapache-2.0updated 7mo agoView on Hugging Face
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Model Card

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Whisper tuny Dv - hipstor

This model is a fine-tuned version of openai/whisper-tiny on the alakxender/dhivehi-audio-kn dataset. It achieves the following results on the evaluation set:

  • Loss: 0.9464
  • Wer Ortho: 125.5444
  • Wer: 79.5839

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: 4
  • evalbatchsize: 16
  • seed: 42
  • gradientaccumulationsteps: 4
  • 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: constantwithwarmup
  • lrschedulerwarmup_steps: 50
  • training_steps: 500

Training results

Training LossEpochStepValidation LossWer OrthoWer
3.70402.39335000.9464125.544479.5839

Framework versions

  • Transformers 5.2.0
  • Pytorch 2.10.0+cu128
  • Datasets 4.6.1
  • Tokenizers 0.22.2