Design Large Model-Weight Distribution to GPU Workers

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Quick Overview

Design a platform that distributes immutable model-weight artifacts of up to hundreds of gigabytes across thousands of GPU workers. Address version integrity, scalable delivery, capacity limits, stalled transfers, safe activation, rollout, and rollback.

Design Large Model-Weight Distribution to GPU Workers

Company: Anthropic

Role: Software Engineer

Category: System Design

Difficulty: hard

Interview Round: Technical Screen

Overview: Design a platform that distributes immutable model-weight artifacts of up to hundreds of gigabytes across thousands of GPU workers. Address version integrity, scalable delivery, capacity limits, stalled transfers, safe activation, rollout, and rollback.

Read the full Anthropic Software Engineer interview experience this question came from

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Anthropic
Aug 5, 2026
hardSoftware EngineerTechnical ScreenSystem Design
27
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