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CocoRoF/KoModernBERT-base-mlm-v04-retry-model-chp11

sourceHugging Faceupdated 2y agoView on Hugging Face
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KoModernBERT-base-mlm-v04-retry-model-chp11

This model is a fine-tuned version of CocoRoF/KoModernBERT-base-mlm-v04-retry-model-chp10 on the miracl-corpus dataset. It achieves the following results on the evaluation set:

  • —Loss: 1.6514

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: 4
  • —evalbatchsize: 4
  • —seed: 42
  • —distributed_type: multi-GPU
  • —num_devices: 8
  • —gradientaccumulationsteps: 64
  • —totaltrainbatch_size: 2048
  • —totalevalbatch_size: 32
  • —optimizer: Use OptimizerNames.ADAMWTORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizerargs=No additional optimizer arguments
  • —lrschedulertype: linear
  • —num_epochs: 1.0

Training results

Training LossEpochStepValidation Loss
112.17920.14131001.7653
110.91460.28262001.7264
109.97960.42393001.7024
107.81930.56514001.6842
106.87940.70645001.6747
106.30150.84776001.6712
106.5830.98907001.6514

Framework versions

  • —Transformers 4.48.3
  • —Pytorch 2.5.1+cu124
  • —Datasets 3.2.0
  • —Tokenizers 0.21.0