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Extract witcher epub books content, filter based on rules with beautiful soup and export a txt file suitable for GPT-2 fine-tuning

Jupyter Notebook 98.32% Python 1.68%
witcher beautifulsoup

witcher-books-processing's Introduction

Intro

Extract epub files using beautifulsoup parser and filter content such as quote and some non-witcher related contents.

Create a dictionary structure separating sentences, chapters, and books.

Outputs a txt file with GPT-2 <|endoftext|> token prepended to each chapter/books.

Steps

Run main.py to create witcher.txt

parse.py is the module for parsing the books, it will read epubs inside books/ folder, the epubs must be uncompressed and original.

Jupyter notebook is available.

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