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gpt2-xl-ft-with-non-challenging

This model is a fine-tuned version of gpt2-xl on an unknown dataset. It achieves the following results on the evaluation set:

  • Loss: 1.4872

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: 0.0005
  • train_batch_size: 4
  • eval_batch_size: 4
  • seed: 2020
  • gradient_accumulation_steps: 32
  • total_train_batch_size: 128
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • lr_scheduler_warmup_steps: 100.0
  • num_epochs: 4

Training results

Training Loss Epoch Step Validation Loss
No log 0.99 31 1.5517
No log 1.99 62 1.3733
No log 2.99 93 1.4207
No log 3.99 124 1.4872

Framework versions

  • Transformers 4.17.0
  • Pytorch 1.10.0+cu111
  • Datasets 1.18.4
  • Tokenizers 0.11.6

Perplexity

Score: 28.26373863220215

Dataset Size

Size: 5000

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