CoolFace
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Theju/sd3

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

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sd3

This model is a fine-tuned version of facebook/wav2vec2-xls-r-300m on the None dataset. It achieves the following results on the evaluation set:

  • Loss: 2.5742
  • Wer: 1.9470

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: 0.001
  • trainbatchsize: 8
  • evalbatchsize: 8
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lrschedulertype: linear
  • lrschedulerwarmup_steps: 1000
  • num_epochs: 7
  • mixedprecisiontraining: Native AMP

Training results

Training LossEpochStepValidation LossWer
6.67321.365003.27251.0
3.80072.7210002.93812.0592
3.67284.0915002.81951.9533
3.6955.4520002.75501.9813
2.92656.8125002.57421.9470

Framework versions

  • Transformers 4.17.0
  • Pytorch 1.13.1+cu116
  • Datasets 1.18.3
  • Tokenizers 0.13.2