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03fe1e9f-59c6-4ad2-97d1-317056c936b5

This model is a fine-tuned version of lcw99/zephykor-ko-7b-chang on the None dataset. It achieves the following results on the evaluation set:

  • Loss: 0.5498

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: 0.000213
  • train_batch_size: 4
  • eval_batch_size: 4
  • seed: 42
  • gradient_accumulation_steps: 2
  • total_train_batch_size: 8
  • optimizer: Use OptimizerNames.ADAMW_BNB with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
  • lr_scheduler_type: cosine
  • lr_scheduler_warmup_steps: 50
  • training_steps: 500

Training results

Training Loss Epoch Step Validation Loss
No log 0.0009 1 1.3132
1.5606 0.0430 50 0.8272
1.7153 0.0859 100 0.8722
1.635 0.1289 150 0.8134
1.617 0.1718 200 0.7732
1.3542 0.2148 250 0.7137
1.378 0.2577 300 0.6540
1.2992 0.3007 350 0.6081
0.9842 0.3436 400 0.5695
1.1463 0.3866 450 0.5556
1.1662 0.4296 500 0.5498

Framework versions

  • PEFT 0.13.2
  • Transformers 4.46.0
  • Pytorch 2.5.0+cu124
  • Datasets 3.0.1
  • Tokenizers 0.20.1
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