kalomaze: Deduplicated DCLM still beats FineWeb as go-to web pretraining data

kalomaze · x · 2026-10-12

kalomaze argues that deduplicated DCLM remains the best "good enough" general webtext dataset for pretraining, and questions why FineWeb became the canonical choice for nanogpt speedruns — in his view it isn't even the best reheated-CommonCrawl option.

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