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LLMs-from-scratch/ch05/README.md
Sebastian Raschka 790d0808b2 Organized setup instructions (#115) 
* Organized setup instructions

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2024-04-10 22:09:46 -04:00

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Chapter 5: Pretraining on Unlabeled Data

  • 01_main-chapter-code contains the main chapter code
  • 02_alternative_weight_loading contains code to load the GPT model weights from alternative places in case the model weights become unavailable from OpenAI
  • 03_bonus_pretraining_on_gutenberg contains code to pretrain the LLM longer on the whole corpus of books from Project Gutenberg
  • [04_learning_rate_schedulers] contains code implementing a more sophisticated training function including learning rate schedulers and gradient clipping
  • 05_bonus_hparam_tuning contains an optional hyperparameter tuning script