gpt_train_2_768_new

This model is a fine-tuned version of openai-community/gpt2 on the gokuls/wiki_book_corpus_raw_dataset_tiny dataset. It achieves the following results on the evaluation set:

  • Loss: 3.9456
  • Accuracy: 0.3345

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-05
  • train_batch_size: 96
  • eval_batch_size: 96
  • seed: 10
  • distributed_type: multi-GPU
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 100

Training results

Framework versions

  • Transformers 4.41.2
  • Pytorch 2.1.0a0+32f93b1
  • Datasets 2.20.0
  • Tokenizers 0.19.1
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Dataset used to train gokulsrinivasagan/gpt_train_2_768_new

Evaluation results

  • Accuracy on gokuls/wiki_book_corpus_raw_dataset_tiny
    self-reported
    0.335