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Phu-Hien/LightOnOCR-2-ft-01

sourceHugging Faceapache-2.0updated 5mo agoView on Hugging Face
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LightOnOCR-2-ft-01

This model is a fine-tuned version of lightonai/LightOnOCR-2-1B-base on an unknown dataset. It achieves the following results on the evaluation set:

  • —Loss: 0.0613

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: 6e-05
  • —trainbatchsize: 2
  • —evalbatchsize: 2
  • —seed: 42
  • —gradientaccumulationsteps: 2
  • —totaltrainbatch_size: 4
  • —optimizer: Use OptimizerNames.ADAMWTORCHFUSED with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
  • —lrschedulertype: linear
  • —lrschedulerwarmup_steps: 10
  • —num_epochs: 1

Training results

Training LossEpochStepValidation Loss
0.15610.1074500.1297
0.13390.21481000.0887
0.07390.32221500.0774
0.06150.42962000.0714
0.06980.53712500.0678
0.07160.64453000.0646
0.05890.75193500.0628
0.05630.85934000.0616
0.07370.96674500.0613

Framework versions

  • —PEFT 0.19.1
  • —Transformers 5.0.0
  • —Pytorch 2.11.0+cu128
  • —Datasets 4.8.5
  • —Tokenizers 0.22.2