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jcrkn/wav2vec2-large-xls-r-300m-breton-colab_hyper

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

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wav2vec2-large-xls-r-300m-breton-colab_hyper

This model is a fine-tuned version of facebook/wav2vec2-xls-r-300m on the commonvoice13_0 dataset. It achieves the following results on the evaluation set:

  • —Loss: 0.9138
  • —Wer: 0.6464

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: 0.0003
  • —trainbatchsize: 8
  • —evalbatchsize: 8
  • —seed: 42
  • —gradientaccumulationsteps: 2
  • —totaltrainbatch_size: 16
  • —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • —lrschedulertype: linear
  • —lrschedulerwarmup_steps: 300
  • —num_epochs: 5

Training results

Training LossEpochStepValidation LossWer
5.69581.013002.55930.9952
1.48812.026001.20570.8310
0.89113.039000.98970.7268
0.61184.0312000.91380.6464

Framework versions

  • —Transformers 4.32.1
  • —Pytorch 2.0.1+cu118
  • —Datasets 2.14.4
  • —Tokenizers 0.13.3