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inference frameworks

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Cambridge Mofang Notes
Cambridge Mofang Notes
Sep 2, 2026 · Artificial Intelligence

Inference Frameworks vs Platforms: How LLMs Actually Run on Your Hardware

This article distinguishes between inference frameworks (llama.cpp, vLLM, SGLang) that execute model computations and inference platforms (Ollama, LM Studio, Xinference) that manage deployment, explaining their roles, interactions, and how to choose tools for local or server-side LLM inference.

AI inferenceLLM servingLM Studio
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Inference Frameworks vs Platforms: How LLMs Actually Run on Your Hardware