One 8×B200 node serves 3,000 DeepSeek agents, 19x official capacity

james_y_zou · x · 2026-11-13

This work (shared by James Zou) optimizes an agent swarm inference engine to serve over 3,000 DeepSeek-V4.1-Flash agents on a single 8×B200 node — a 19x increase in agent capacity over the official serving recipe.

As a demonstration, the agent swarm discovered new top-ranked solutions for two EinsteinArena optimization problems. A blog post with details follows in the thread.

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