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auro/whisper-cli-dropout-small-or

sourceHugging Faceapache-2.0updated 4y agoView on Hugging Face
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Model Card

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Whisper Small Odia

This model is a fine-tuned version of auro/whisper-cli-small-or on the mozilla-foundation/commonvoice11_0 or dataset. It achieves the following results on the evaluation set:

  • —Loss: 0.5089
  • —Wer: 26.0931

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: 5e-06
  • —trainbatchsize: 32
  • —evalbatchsize: 32
  • —seed: 42
  • —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • —lrschedulertype: linear
  • —lrschedulerwarmup_steps: 200
  • —training_steps: 1000
  • —mixedprecisiontraining: Native AMP

Training results

Training LossEpochStepValidation LossWer
0.012.012500.508926.0931
0.024.025000.554226.6291
0.037.017500.580426.5162
0.049.0210000.590226.4598

Framework versions

  • —Transformers 4.26.0.dev0
  • —Pytorch 1.13.1+cu117
  • —Datasets 2.8.1.dev0
  • —Tokenizers 0.13.2