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ver_4.1_sft

This model is a fine-tuned version of yanolja/EEVE-Korean-10.8B-v1.0 on the Custom dataset.

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

  • learning_rate: 5e-05
  • train_batch_size: 1
  • eval_batch_size: 1
  • seed: 42
  • distributed_type: multi-GPU
  • num_devices: 8
  • total_train_batch_size: 8
  • total_eval_batch_size: 8
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: cosine
  • lr_scheduler_warmup_ratio: 0.1
  • training_steps: 0

Training results

Training Loss Epoch Step
0.7739 0.2 1124
0.7214 0.4 2248
0.6832 0.6 3372
0.6935 0.8 4496

Framework versions

  • PEFT 0.10.0
  • Transformers 4.39.3
  • Pytorch 2.0.1
  • Datasets 2.18.0
  • Tokenizers 0.15.2
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