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infinitejoy/wav2vec2-large-xls-r-300m-welsh

sourceHugging Faceapache-2.0updated 5y agoView on Hugging Face
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wav2vec2-large-xls-r-300m-welsh

This model is a fine-tuned version of facebook/wav2vec2-xls-r-300m on the MOZILLA-FOUNDATION/COMMONVOICE7_0 - CY dataset. It achieves the following results on the evaluation set:

  • —Loss: 0.2650
  • —Wer: 0.2702

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: 7e-05
  • —trainbatchsize: 32
  • —evalbatchsize: 16
  • —seed: 42
  • —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • —lrschedulertype: linear
  • —lrschedulerwarmup_steps: 3000
  • —num_epochs: 50.0
  • —mixedprecisiontraining: Native AMP

Training results

Training LossEpochStepValidation LossWer
1.34548.230000.49260.5703
1.120216.3960000.35290.3944
1.005824.5990000.31430.3341
0.928732.79120000.28960.2980
0.884940.98150000.27270.2798
0.866549.18180000.26620.2696

Framework versions

  • —Transformers 4.16.0.dev0
  • —Pytorch 1.10.1+cu102
  • —Datasets 1.18.3
  • —Tokenizers 0.11.0