Towards Data Science
Thursday, June 25, 2026
Anubhab Banerjee
3 Agents. 3 LLMs. 1 Aging GPU: Engineering Parallel Inference on Bare Metal

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Beat the 8GB VRAM limit.
Learn how to run three different LLMs on a single 8GB GPU using C++ layer multiplexing and admission control.
The post 3 Agents.
3 LLMs.
1 Aging GPU: Engineering Parallel Inference on Bare Metal appeared first on Towards Data Science.
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