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metadata
license: cc-by-nc-sa-4.0
tags:
  - generated_from_trainer
model-index:
  - name: gpt_16_5_5.6e-5_lp5_nb10
    results: []

gpt_16_5_5.6e-5_lp5_nb10

This model is a fine-tuned version of skt/kogpt2-base-v2 on an unknown dataset. It achieves the following results on the evaluation set:

  • Loss: 4.0126

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: 5.6e-05
  • train_batch_size: 16
  • eval_batch_size: 16
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • lr_scheduler_warmup_ratio: 0.1
  • num_epochs: 5.0
  • mixed_precision_training: Native AMP

Training results

Training Loss Epoch Step Validation Loss
3.1407 0.38 1000 4.0864
3.1639 0.76 2000 4.0867
2.87 1.13 3000 4.0611
2.8591 1.51 4000 4.0315
2.8866 1.89 5000 4.0079
2.6146 2.27 6000 4.0153
2.6576 2.64 7000 4.0021
2.5361 3.02 8000 4.0106
2.4552 3.4 9000 4.0137
2.4595 3.78 10000 3.9967
2.3286 4.15 11000 4.0204
2.2805 4.53 12000 4.0154
2.3098 4.91 13000 4.0126

Framework versions

  • Transformers 4.25.1
  • Pytorch 1.9.0+cu102
  • Datasets 2.8.0
  • Tokenizers 0.13.2