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Sebastian Raschka 76e9a9ec02
Add user interface to ch06 and ch07 (#366) 
* Add user interface to ch06 and ch07

* pep8

* fix url
2024-09-21 20:33:00 -05:00
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01_main-chapter-code refresh figures 2024-08-27 08:26:40 +02:00
02_dataset-utilities fix typos, add codespell pre-commit hook (#264) 2024-07-16 07:07:04 -05:00
03_model-evaluation Fix 8-billion-parameter spelling 2024-07-28 10:48:56 -05:00
04_preference-tuning-with-dpo Fix 2 typos in 04_preferene-tuning-with-dpo (#356) 2024-09-15 07:36:22 -05:00
05_dataset-generation Clarify API usage limits in bonus content 2024-09-15 08:05:04 -05:00
06_user_interface Add user interface to ch06 and ch07 (#366) 2024-09-21 20:33:00 -05:00
README.md Add user interface to ch06 and ch07 (#366) 2024-09-21 20:33:00 -05:00

README.md

Chapter 7: Finetuning to Follow Instructions

Main Chapter Code

Bonus Materials

  • 02_dataset-utilities contains utility code that can be used for preparing an instruction dataset
  • 03_model-evaluation contains utility code for evaluating instruction responses using a local Llama 3 model and the GPT-4 API
  • 04_preference-tuning-with-dpo implements code for preference finetuning with Direct Preference Optimization (DPO)
  • 05_dataset-generation contains code to generate and improve synthetic datasets for instruction finetuning
  • 06_user_interface implements an interactive user interface to interact with the pretrained LLM