I want to get rid of OLPC XO-1's builtin distribution (mostly because it's impossibly slow to use for anything, even browser and pdf reader).
What's the most popular replacement distro for this?
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Fedora, which is what the OLPC distribution is based on. You'll want one of the prerelease versions though, since the stable version is too large for comfort, not to mention old.