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

sourceHugging Faceupdated 1y agoView on Hugging Face
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xls-r-300m-toratan-120-copt

This model is a fine-tuned version of Benjaminpwh/xlsr-toratan-240-copt-base_K on the None dataset. It achieves the following results on the evaluation set:

  • —Loss: 0.0124
  • —Cer: 0.0045

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
4.55824.16674001.88110.5809
1.50248.33338000.81990.2577
0.922312.512000.45150.1573
0.588316.666716000.21310.0854
0.36920.833320000.07680.0305
0.230925.024000.02880.0117
0.151529.166728000.01240.0045

Framework versions

  • —Transformers 4.52.0.dev0
  • —Pytorch 2.6.0+cu124
  • —Datasets 3.5.0
  • —Tokenizers 0.21.1