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Create dataset from African Minds #57

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albertvillanova opened this issue Nov 15, 2021 · 2 comments
Closed

Create dataset from African Minds #57

albertvillanova opened this issue Nov 15, 2021 · 2 comments
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data catalog Gathering data from data sources duplicate This issue or pull request already exists

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@albertvillanova
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https://www.africanminds.co.za/

@albertvillanova albertvillanova added the data catalog Gathering data from data sources label Nov 15, 2021
@StellaAthena
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There only appears to be approximately 120 books on this site. While it’s a potentially excellent resource for many applications, it would be infeasible to build a dataset of hundreds of gigabytes out of components this small.

Based on my experience working on the Pile, I would strongly recommend putting on hold any data source that does not have over 5 GB of text, and only accepting ones with less than 10 GB if they’re special. If the goal is to comprise one quarter of the training data for the multilingual model (a number I have in my head but don’t know where it came from), we need at least 250 GB of text. It’s going to be much less work to find 25 10 GB sources than it will be to find 250 1 GB sources.

@albertvillanova albertvillanova added the duplicate This issue or pull request already exists label Nov 23, 2021
@albertvillanova
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Duplicate of #241.

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Labels
data catalog Gathering data from data sources duplicate This issue or pull request already exists
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