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janiduchamika/whisper-small-sinhala-general-185k

sourceHugging Faceapache-2.0updated 10mo agoView on Hugging Face
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Model Card

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whisper-small-sinhala-general-185k

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

  • —Loss: 0.0724
  • —Wer: 25.0275

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: 64
  • —evalbatchsize: 32
  • —seed: 42
  • —optimizer: Use OptimizerNames.ADAMWTORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizerargs=No additional optimizer arguments
  • —lrschedulertype: linear
  • —lrschedulerwarmup_steps: 1000
  • —num_epochs: 3

Training results

Training LossEpochStepValidation LossWer
0.14930.383710000.148643.1593
0.10530.767520000.104032.5843
0.07731.151230000.088329.3236
0.0711.534940000.081828.5305
0.06661.918650000.076726.6799
0.0522.302460000.074425.3139
0.04742.686170000.072425.0275

Framework versions

  • —Transformers 4.57.1
  • —Pytorch 2.9.0+cu126
  • —Datasets 4.4.1
  • —Tokenizers 0.22.1