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Web-scale crawl cleaning for pretraining data

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Hugging FaceAmazonSystem designLast asked Mar 2026

Design a staged batch pipeline that turns raw web crawl into a deduplicated, quality-filtered, decontaminated pretraining corpus on a fixed cluster and deadline. Reported on 1point3acres' Hugging Face bank; reconstructed in our own words.

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