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RedPajama-Data-v2: an Open Dataset with 30 Trillion Tokens for Training Large Language Models (alien.top)

submitted 1 year ago by APaperADay@alien.top to c/localllama@poweruser.forum

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Blog: https://together.ai/blog/redpajama-data-v2

Hugging Face: https://huggingface.co/datasets/togethercomputer/RedPajama-Data-V2

GitHub: https://github.com/togethercomputer/RedPajama-Data

Description:

RedPajama-V2 is an open dataset for training large language models. The dataset includes over 100B text documents coming from 84 CommonCrawl snapshots and processed using the CCNet pipeline. Out of these, there are 30B documents in the corpus that additionally come with quality signals, and 20B documents that are deduplicated.

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[–] UserMinusOne@alien.top 1 points 1 year ago

How much free space is required to do a "git clone ..."?

Is there a better method to download the data without requiring additional space for the history (.git). If yes, how big is the whole dataset?

Given the current developments: Maybe some should start collecting raw data and serving them as torrents. ... Just in case.