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Voan123/whisper-small-khmer

sourceHugging Faceapache-2.0updated 5mo agoView on Hugging Face
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Model Card

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whisper-small-khmer

This model is a fine-tuned version of openai/whisper-small on the None dataset. It achieves the following results on the evaluation set:

  • —Loss: 2.2805
  • —Wer: 83.8261

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: Use OptimizerNames.ADAMWTORCHFUSED with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
  • —lrschedulertype: linear
  • —lrschedulerwarmup_steps: 200
  • —training_steps: 2000
  • —mixedprecisiontraining: Native AMP

Training results

Training LossEpochStepValidation LossWer
0.48394.54552001.358684.7826
0.02919.09094001.723782.2609
0.011613.63646001.864480.2609
0.004418.18188002.019281.9130
0.002522.727310002.099780.6957
0.000727.272712002.280282.0870
0.000231.818214002.209679.8261
0.000136.363616002.258079.6522
0.000140.909118002.275483.7391
0.000145.454520002.280583.8261

Framework versions

  • —Transformers 5.0.0
  • —Pytorch 2.10.0+cu128
  • —Datasets 4.0.0
  • —Tokenizers 0.22.2