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Alvin-Nahabwe/AfriHuBERT-mdc-rutoro-asr-1.0.0

sourceHugging Faceccupdated 10mo agoView on Hugging Face
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AfriHuBERT-mdc-rutoro-asr-1.0.0

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

  • —Loss: 2.9595
  • —Wer: 1.0
  • —Cer: 1.0

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: 5e-05
  • —trainbatchsize: 16
  • —evalbatchsize: 16
  • —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_ratio: 0.1
  • —num_epochs: 50.0
  • —mixedprecisiontraining: Native AMP

Training results

Training LossEpochStepValidation LossWerCer
13.73971.0848.73291.01.0
8.05992.01686.09301.01.0
6.28223.02525.16541.01.0
5.70044.03364.13151.01.0
4.24435.04203.27151.01.0
3.24916.05042.95951.01.0

Framework versions

  • —Transformers 4.57.1
  • —Pytorch 2.9.0+cu128
  • —Datasets 4.4.0
  • —Tokenizers 0.22.1