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rlimonta/wav2vec2-large-xlsr-53-coraa-portuguese

sourceHugging Faceapache-2.0updated 1y agoView on Hugging Face
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Wav2Vec2 Large XLSR-53 CORAA Portuguese - Ricardo Limonta

This model is a fine-tuned version of rlimonta/wav2vec2-large-xlsr-53-cv-portuguese on the CORAA-v1.1 dataset. It achieves the following results on the evaluation set:

  • —Loss: 0.4876
  • —Wer: 0.2698

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: 0.0001
  • —trainbatchsize: 16
  • —evalbatchsize: 8
  • —seed: 42
  • —optimizer: Use OptimizerNames.ADAMWTORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizerargs=No additional optimizer arguments
  • —lrschedulertype: linear
  • —lrschedulerwarmup_steps: 10000
  • —num_epochs: 8
  • —mixedprecisiontraining: Native AMP

Training results

Training LossEpochStepValidation LossWer
1.56290.8382100000.86740.4162
1.39181.6763200000.69620.3677
1.28662.5145300000.61720.3453
1.2063.3526400000.60280.3318
1.14654.1908500000.56640.3164
1.09395.0289600000.55770.2996
1.04545.8671700000.52430.2891
1.00326.7052800000.50300.2783
0.96847.5434900000.48760.2698

Framework versions

  • —Transformers 4.51.3
  • —Pytorch 2.6.0+cu124
  • —Datasets 3.6.0
  • —Tokenizers 0.21.1