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colorlessideas/xls-r-300m-toratan-120

sourceHugging Faceapache-2.0updated 2y agoView on Hugging Face
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Model Card

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xls-r-300m-toratan-120

This model is a fine-tuned version of facebook/wav2vec2-xls-r-300m on the None dataset. It achieves the following results on the evaluation set:

  • —Loss: 0.0100
  • —Cer: 0.0020

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: 0.0003
  • —trainbatchsize: 16
  • —evalbatchsize: 8
  • —seed: 42
  • —gradientaccumulationsteps: 2
  • —totaltrainbatch_size: 32
  • —optimizer: Use OptimizerNames.ADAMWTORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizerargs=No additional optimizer arguments
  • —lrschedulertype: linear
  • —lrschedulerwarmup_steps: 500
  • —num_epochs: 30
  • —mixedprecisiontraining: Native AMP

Training results

Training LossEpochStepValidation LossCer
4.43954.16674001.74480.4997
1.44068.33338000.79170.2394
0.89212.512000.44910.1448
0.590216.666716000.19680.0773
0.374120.833320000.06120.0240
0.243425.024000.01750.0065
0.167229.166728000.01000.0020

Framework versions

  • —Transformers 4.49.0.dev0
  • —Pytorch 2.5.1+cu124
  • —Datasets 3.2.0
  • —Tokenizers 0.21.0