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x2bee/KoModernBERT-base-mlm-v03-retry-ckp03

sourceHugging Faceapache-2.0updated 2y agoView on Hugging Face
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KoModernBERT-base-mlm-v03-retry-ckp03

This model is a fine-tuned version of x2bee/KoModernBERT-base-mlm-v03-retry-ckp02 on the None dataset. It achieves the following results on the evaluation set:

  • —Loss: 1.7058

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: 1e-06
  • —trainbatchsize: 8
  • —evalbatchsize: 8
  • —seed: 42
  • —distributed_type: multi-GPU
  • —num_devices: 8
  • —gradientaccumulationsteps: 8
  • —totaltrainbatch_size: 512
  • —totalevalbatch_size: 64
  • —optimizer: Use OptimizerNames.ADAMWTORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizerargs=No additional optimizer arguments
  • —lrschedulertype: linear
  • —lrschedulerwarmup_ratio: 0.1
  • —num_epochs: 1.0

Training results

Training LossEpochStepValidation Loss
13.91360.134650001.7381
13.74890.2692100001.7310
14.08920.4038150001.7245
14.05510.5384200001.7202
13.58730.6730250001.7127
13.44520.8076300001.7086
14.10780.9422350001.7058

Framework versions

  • —Transformers 4.48.0
  • —Pytorch 2.5.1+cu124
  • —Datasets 3.2.0
  • —Tokenizers 0.21.0