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YassineBenlaria/tamasheq-99-2.feature_ext-continue

sourceHugging Faceupdated 3y agoView on Hugging Face
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Model Card

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tamasheq-99-2.feature_ext-continue

This model was trained from scratch on the None dataset. It achieves the following results on the evaluation set:

  • —Loss: 1.3689
  • —Wer: 0.8342

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: 3e-05
  • —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: 500
  • —num_epochs: 200

Training results

Training LossEpochStepValidation LossWer
7.48565.713002.99560.9974
2.390311.436001.26000.8816
0.957717.149001.18780.8342
0.705122.8612001.19070.8053
0.582128.5715001.26210.8316
0.503734.2918001.36890.8342

Framework versions

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