Kaichao You 谈 vLLM、开源基础设施与模型—基础设施协同设计
This episode dives systematically into the co-design of models and infrastructure.
Kaichao You 系统讨论了模型与基础设施的协同设计，以及这种协同对计算效率的影响。他将 Token 比作电力、硬件比作风能和水能等自然资源、模型比作发电机，并把推理引擎比作电网系统。
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This episode dives systematically into the co-design of models and infrastructure.
Kaichao You shared a vivid analogy: comparing tokens to electricity.
Hardware represents natural resources such as wind and water power.
Models are power generators, including wind turbines and hydroelectric generators.
The inference engine acts as the power grid system.
The depth of co-design dictates power generation efficiency. For areas with rapid water currents, what generator design can best harness this energy?
You Kaichao: vLLM, Open-Source Infra, Model Co-Design & Journey from Com... https://t.co/V5SYBtNeYj 来自 @YouTube