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Data Compression for AI

Open Compute Project via YouTube

Overview

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Explore a groundbreaking data compression library specifically designed for AI workloads in this 17-minute conference talk from the OCP Global Summit. Learn how Meta's data compression expert Yann Collet presents a novel approach that leverages knowledge of data formats to achieve superior compression ratios and speeds compared to existing tools like Zstandard. Discover how this innovative library is already deployed at scale within Meta, processing vast amounts of data daily, and understand its particular effectiveness for AI applications. Gain insights into the technology's game-changing potential and learn how the community can participate in shaping the v1.0 specification of this advanced compression solution.

Syllabus

Data Compression for AI

Taught by

Open Compute Project

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