bookcorpus
stc
| bookcorpus | stc | |
|---|---|---|
| 3 | 2 | |
| 778 | 316 | |
| - | 4.7% | |
| 3.1 | 8.1 | |
| 10 months ago | 5 months ago | |
| Python | TypeScript | |
| MIT License | - |
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bookcorpus
- Show HN: New AI Dataset Based on LibGen and Sci-Hub
- Can chat GPT overtake Google if they play their cards right?
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On the Danger of Stochastic Parrots [pdf]
The GPT-3 paper (section 2.2) mentions using two datasets referred to as "books1" and "books2", which are 12B and 55B byte pair encoded tokens each.
Project Gutenberg has 3B word tokens I believe, so it seems like it could be one of them, assuming the ratio of word tokens to byte-pair tokens is something like 3:12 to 3:55.
Another likely candidate alongside Gutenberg is libgen, apparently, and looks like there have been successful efforts to create a similar dataset called bookcorpus: https://github.com/soskek/bookcorpus/issues/27). The discussion on that github issue suggests bookcorpus is very similar to "books2", which would make gutenberg "books1"?
This might be why the paper is intentionally vague about the books used?
stc
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Show HN: New AI Dataset Based on LibGen and Sci-Hub
More details: the dataset is released in IPFS and replicated to multiple nodes. It is in format of database for the search engine that we use in STC. GECK is the library that embeds this search engine and allows to stream all contained data in easy way.
Even more detailed Instructions: https://github.com/nexus-stc/stc/tree/master/geck
- Repository for STC, a search engine offering free access to academic knowledge
What are some alternatives?
awesome-chatgpt-prompts - This repo includes ChatGPT prompt curation to use ChatGPT better.
Replicate-Toronto-BookCorpus - This repository contains code to replicate the no-longer publicly available Toronto BookCorpus dataset
instagram-scraper - scrapes medias, likes, followers, tags and all metadata. Inspired by instagram-php-scraper,bot
trafilatura - Python & command-line tool to gather text on the Web: web crawling/scraping, extraction of text, metadata, comments
open-discourse - Open Discourse is the first fully comprehensive corpus of the plenary proceedings of the federal German Parliament (Bundestag).
korean-word-ipa-dictionary - Dictionary of pairs of Korean word and IPA crawled from Wiktionary (Korean edition)
Korpora - Korean corpus repository