Duplicate from jondurbin/gutenberg-dpo-v0.1

Co-authored-by: Jon Durbin <[email protected]>

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+*.7z filter=lfs diff=lfs merge=lfs -text
+*.arrow filter=lfs diff=lfs merge=lfs -text
+*.bin filter=lfs diff=lfs merge=lfs -text
+*.bz2 filter=lfs diff=lfs merge=lfs -text
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+*.safetensors filter=lfs diff=lfs merge=lfs -text
+saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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+*.zip filter=lfs diff=lfs merge=lfs -text
+*.zst filter=lfs diff=lfs merge=lfs -text
+*tfevents* filter=lfs diff=lfs merge=lfs -text
+# Audio files - uncompressed
+*.pcm filter=lfs diff=lfs merge=lfs -text
+*.sam filter=lfs diff=lfs merge=lfs -text
+*.raw filter=lfs diff=lfs merge=lfs -text
+# Audio files - compressed
+*.aac filter=lfs diff=lfs merge=lfs -text
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+*.mp3 filter=lfs diff=lfs merge=lfs -text
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+# Image files - uncompressed
+*.bmp filter=lfs diff=lfs merge=lfs -text
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README.md

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+---
+license: cc-by-4.0
+language:
+- en
+tags:
+- dpo
+pretty_name: Gutenberg DPO
+size_categories:
+- n<1K
+---
+
+# Gutenberg DPO
+
+![gutenberg](gutenberg.png)
+
+
+## Overview
+
+This is a dataset meant to enhance novel writing capabilities of LLMs, by using public domain books from [Project Gutenberg](https://gutenberg.org/)
+
+## Process
+
+First, the each book is parsed, split into chapters, cleaned up from the original format (remove superfluous newlines, illustration tags, etc.).
+
+Once we have chapters, an LLM is prompted with each chapter to create a synthetic prompt that would result in that chapter being written.
+Each chapter has a summary created as well, so that the prompts for each chapter after the also include a summary of the previous chapter to provide additional context.
+
+We then use the synthetic prompt with previous chapter summary to write the chapter with an LLM (llama-2-13b-chat, bagel-7b-v0.1, dolphin-2.2-34b).
+The human written text, that is, the original chapter, is used as the "chosen" value, and the LLM written chapter is used as the rejected value.
+
+## Books used
+
+These books were chosen main because they appeared in the popular section on project gutenberg, and they function correctly with the chapterize library.
+
+- Huckleberry Finn
+- Treasure Island
+- Anna Karenina
+- Uncle Tom’s Cabin
+- Wuthering Heights
+- Madame Bovary
+- The Turn of the Screw
+- The War of the Worlds
+- A Study in Scarlet
+- Middlemarch
+- Pride and Prejudice
+- The Brothers Karamazov
+- Through the Looking Glass
+- Moby Dick
+- Frankenstein
+- A Tale of Two Cities

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