7 lines
721 B
Markdown
Raw Normal View History

2024-02-27 08:51:03 -06:00
# Chapter 5: Pretraining on Unlabeled Data
- [01_main-chapter-code](01_main-chapter-code) contains the main chapter code
- [02_alternative_weight_loading](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](03_bonus_pretraining_on_gutenberg) contains code to pretrain the LLM longer on the whole corpus of books from Project Gutenberg
2024-03-23 07:27:43 -05:00
- [04_learning_rate_schedulers] contains code implementing a more sophisticated training function including learning rate schedulers and gradient clipping
- [05_hparam_tuning](05_hparam_tuning) contains an optional hyperparameter tuning script