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DataFunSummit
DataFunSummit
Dec 30, 2024 · Artificial Intelligence

Colossal-AI: A Scalable Framework for Distributed Training of Large Models

This presentation introduces the challenges of the large‑model era, describes the Colossal‑AI architecture—including N‑dimensional parallelism, heterogeneous storage, and zero‑code experience—shows benchmark results and real‑world use cases, and answers audience questions about its integration with PyTorch and advanced parallel strategies.

AI infrastructureColossal-AILarge Models
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Colossal-AI: A Scalable Framework for Distributed Training of Large Models