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Show HN: Llama.cpp Tutorial 2026: Run GGUF Models Locally on CPU and GPU
Complete llama.cpp tutorial for 2026. Install, compile with CUDA/Metal, run GGUF models, tune all inference flags, use the API server, speculative decoding, and benchmark your hardware.<p><a href="https://vucense.com/dev-corner/llama-cpp-tutorial-run-gguf-models-2026/" rel="nofollow">https://vucense.com/dev-corner/llama-cpp-tutorial-run-gguf-m...</a>
This is a technical tutorial rather than a venture-backable startup, lacking a scalable business model, proprietary technology, or a formal team. While the subject matter of local LLM inference is a high-growth area, a content piece on a personal/dev blog does not meet the criteria for institutional investment.