AI Infrastructure SoftwareJie Ren et al. (Microsoft, UC Merced)Microsoft

Microsoft and UC Merced present ZeRO-Offload

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Presented ZeRO-Offload — offloads optimizer states to the CPU, reaching 40 TFlops for a 10B model on a single V100

Why it matters

The start of the lineage that lowered the hardware barrier to entry for training large models

Source — Primary sources first; secondary reports are labelled “Press”

Paperarxiv.orghttps://arxiv.org/abs/2101.06840

Added in Week 35, 2026 · See that week

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