mirror of
https://github.com/rasbt/LLMs-from-scratch.git
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| 01_main-chapter-code | ||
| 02_alternative_weight_loading | ||
| 03_bonus_pretraining_on_gutenberg | ||
| 04_learning_rate_schedulers | ||
| 05_bonus_hparam_tuning | ||
| README.md | ||
Chapter 5: Pretraining on Unlabeled Data
Main Chapter Code
- 01_main-chapter-code contains the main chapter code
Bonus Materials
- 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