CoolFace
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bigmorning/whisper3_0005

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

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whisper3_0005

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

  • —Train Loss: 3.1592
  • —Train Accuracy: 0.0175
  • —Validation Loss: 2.8062
  • —Validation Accuracy: 0.0199
  • —Epoch: 4

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:

  • —optimizer: {'name': 'AdamWeightDecay', 'learningrate': 1e-05, 'decay': 0.0, 'beta1': 0.9, 'beta2': 0.999, 'epsilon': 1e-07, 'amsgrad': False, 'weightdecay_rate': 0.01}
  • —training_precision: float32

Training results

Train LossTrain AccuracyValidation LossValidation AccuracyEpoch
5.08320.01164.42980.01240
4.31300.01314.07330.01411
3.92110.01463.67620.01572
3.55050.01593.34530.01713
3.15920.01752.80620.01994

Framework versions

  • —Transformers 4.25.0.dev0
  • —TensorFlow 2.9.2
  • —Datasets 2.6.1
  • —Tokenizers 0.13.2