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KoModernBERT-base-mlm-v02

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metadata
library_name: transformers
license: apache-2.0
base_model: x2bee/KoModernBERT-base-mlm-v02-ckp01
tags:
  - generated_from_trainer
model-index:
  - name: KoModernBERT-base-mlm-v02-ckp01
    results: []

KoModernBERT-base-mlm-v02-ckp01

This model is a fine-tuned version of x2bee/KoModernBERT-base-mlm-v02-ckp01 on an unknown dataset. It achieves the following results on the evaluation set:

  • Loss: 2.7009

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
  • train_batch_size: 8
  • eval_batch_size: 8
  • seed: 42
  • distributed_type: multi-GPU
  • num_devices: 8
  • gradient_accumulation_steps: 8
  • total_train_batch_size: 512
  • total_eval_batch_size: 64
  • optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
  • lr_scheduler_type: linear
  • lr_scheduler_warmup_ratio: 0.1
  • num_epochs: 1

Training results

Training Loss Epoch Step Validation Loss
21.9894 0.3027 3000 2.7493
21.7626 0.6054 6000 2.7290
21.5678 0.9080 9000 2.7009

Framework versions

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