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Pageee/DistilFT-Frisian-1hd

sourceHugging Faceupdated 2y agoView on Hugging Face
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Model Card

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DistilFT-Frisian-1h

This model is a fine-tuned version of distil-small.en on the mozilla-foundation/commonvoice6fyNL dataset. It achieves the following results on the evaluation set:

  • —Loss: 1.9212
  • —Wer: 54.3005

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: 8
  • —evalbatchsize: 8
  • —seed: 42
  • —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • —lrschedulertype: linear
  • —lrschedulerwarmup_steps: 200
  • —training_steps: 3000
  • —mixedprecisiontraining: Native AMP

Training results

Training LossEpochStepValidation LossWer
0.24825.61805001.808966.9720
0.107611.236010001.846662.2349
0.044816.853915001.943659.3548
0.006222.471920001.898656.5960
0.001628.089925001.902554.4324
0.000133.707930001.921254.3005

Framework versions

  • —Transformers 4.41.0.dev0
  • —Pytorch 2.3.0+cu121
  • —Datasets 2.19.1
  • —Tokenizers 0.19.1