git-market/rasbt-LLMs-from-scratch

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History

Sebastian Raschka c278745aff DeBERTa-v3 baseline (#630 ) * Llama3 from scratch improvements * deberta-baseline * restore		2025-04-19 21:16:17 -05:00
..
01_main-chapter-code	Fix data download if UCI is temporarily down (#592 )	2025-03-31 16:25:53 -05:00
02_bonus_additional-experiments	fixed `<\|endoftext\|>` token (#620 )	2025-04-16 12:15:59 -05:00
03_bonus_imdb-classification	DeBERTa-v3 baseline (#630 )	2025-04-19 21:16:17 -05:00
04_user_interface	Add PyPI package (#576 )	2025-03-23 19:28:49 -05:00
README.md	Ch06 and Ch07 videos (#613 )	2025-04-12 14:51:02 -05:00

README.md

Chapter 6: Finetuning for Classification

Main Chapter Code

01_main-chapter-code contains the main chapter code

Bonus Materials

02_bonus_additional-experiments includes additional experiments (e.g., training the last vs first token, extending the input length, etc.)
03_bonus_imdb-classification compares the LLM from chapter 6 with other models on a 50k IMDB movie review sentiment classification dataset
04_user_interface implements an interactive user interface to interact with the pretrained LLM