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TheRains/yt-special-batch12-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 yt id dataset. It achieves the following results on the evaluation set:

  • —Loss: 0.7329
  • —Wer: 38.0326

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: 12
  • —evalbatchsize: 6
  • —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
1.3630.2610001.3591104.1242
1.07640.5220001.106492.4000
0.94160.7730000.907366.9088
0.47971.0340000.793548.6804
0.40251.2950000.732938.0326

Framework versions

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