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README.md

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-language:
-- en
-license: apache-2.0
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-![image/png](https://huggingface.co/nbeerbower/gemma2-gutenberg-27B/resolve/main/gutenberg2-header.png?download=true)
-
-# Gutenberg2 DPO
-
-A DPO dataset meant to enhance the writing capabilities of LLMs using public domain books from [Project Gutenberg](https://gutenberg.org/).
-
-Inspired by Jon Durbin's Gutenberg DPO dataset: [jondurbin/gutenberg-dpo-v0.1](https://huggingface.co/datasets/jondurbin/gutenberg-dpo-v0.1)
-
-## Process
-
-Various books were selected from Project Gutenberg by personal preference and recommendation by Claude 3.5 Sonnet.
-
-They were then parsed by chapter using [chapterize](https://github.com/JonathanReeve/chapterize). Books that failed to parse or had mangled results were dropped from consideration.
-
-Chapters were then manually edited to remove: illustration tags, notes, etc. Superfluous line breaks were removed with a regular expression. 
-
-Each chapter had a summary generated by an LLM. The summary of the previous chapter and the text from the current chapter were then used to generate a prompt that would result in an LLM writing that chapter.
-
-The prompts were then used to generate a "rejected" value, while the original chapter text was used as "chosen."
-
-[nbeerbower/mistral-nemo-bophades-12B](https://huggingface.co/nbeerbower/mistral-nemo-bophades-12B) was used to generate summaries, prompts, and rejected values.
-
-## Code
-
-[gutenberg-tools](https://github.com/nbeerbower/gutenberg-tools) is MIT licensed on GitHub.
-
-## Acknowledgements
-
-- __Jon Durbin__ for the original idea and process, thank you for your contributions to the open source community
-- __Jonathan Reeve__ for the chapterize library
-- __Mistral AI__ for their state of the art, permissively licensed, open LLMs
-- __Project Gutenberg__ and all their volunteers, thank you for preserving literary history and making it available to all
-- __koboldcpp__ for providing a fast and easy way to run LLM inference (shoutout to the KoboldAI Discord)
-- __llama.cpp__ and Georgi Gerganov for GGUF
-- __Michael Radermacher__ for quantizing my models and especially the one used to generate this dataset
-
-Dedicated to my late grandfather, George F. Beerbower, an engineer and avid reader.
-
-## Selected Works
-
-- Alice's Adventures in Wonderland - Lewis Carroll 
-- Around the World in Eighty Days - Jules Verne
-- The Awakening - Kate Chopin
-- The Canterville Ghost - Oscar Wilde
-- The Invisible Man - H.G. Wells
-- The Island of Dr. Moreau - H.G. Wells
-- The Metamorphosis - Franz Kafka
-- Peter Pan - J.M. Barrie
-- The Picture of Dorian Gray - Oscar Wilde
-- The Red Badge of Courage - Stephen Crane
-- The Secret Agent - Joseph Conrad
-- The Adventures of Tom Sawyer - Mark Twain
-- The Wonderful Wizard of Oz - L. Frank Baum
-
-## Disclaimer
-
-This dataset is provided for free and as-is with absolutely no warranty. Some data may contain errors and be periodically modified.
-
-You are free to modify and redistribute it as you wish.

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