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TheRains/cv9-special-batch4-lr4-small

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

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Whisper Small Indonesian

This model is a fine-tuned version of openai/whisper-small on the mozilla-foundation/commonvoice9_0 id dataset. It achieves the following results on the evaluation set:

  • —Loss: 0.4077
  • —Wer: 19.1028

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: 0.0001
  • —trainbatchsize: 4
  • —evalbatchsize: 2
  • —seed: 42
  • —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • —lrschedulertype: linear
  • —lrschedulerwarmup_steps: 500
  • —training_steps: 5000

Training results

Training LossEpochStepValidation LossWer
0.97890.4810000.852241.7483
0.72450.9720000.712136.8162
0.33351.4530000.549928.7141
0.25751.9440000.443522.0934
0.05932.4250000.407719.1028

Framework versions

  • —Transformers 4.31.0.dev0
  • —Pytorch 2.0.1+cu117
  • —Datasets 2.13.1
  • —Tokenizers 0.13.3