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Comparison of inference engine performance on different hardware: moving from baseline to vLLM with TP=2 on 2x RTX 3090s improves from ~14.5 tok/s to ~64 tok/s, and on RTX PRO 6000 moving to Sglang improves from ~32 tok/s to ~110 tok/s. Recommends vLLM/Sglang for CUDA/multi-GPU and llama.cpp for edge devices.
An analysis of the software stack behind autonomous robots, breaking down the components from perception to cloud support, and highlighting that most tools are open-source.
The article introduces an open-source AI agent stack comprising OpenClaw, Hermes, and Paperclip, describing it as a comprehensive setup that functions like an automated AI business.