# Local LLMs and inference: GitHub trend and outlook to 2032

On TutorHero's Everything Index (September 2026), Local LLMs and inference is growing on GitHub: 4.56 of every 10,000 new public repos carried it over the last three months, about 4.3k new repos a month, 4.2x its share a year earlier. TutorHero's 12-month forecast (damped growth, beat a flat guess on past GitHub lines) says rising (+57%). By the end of 2032, past GitHub lines in the same state ended between 0.01x and 2.5x of where they started, median 0.54x: a base rate, not a prediction of this line. In the 4 weeks to 2026-10-18, 7.3k new repos carried it, +26% against the typical tag. On Hacker News, about 48 stories a month carry it in the title (+59% share of HN in a year). Compared with the typical trend it is talk and building in step. New stars on its tracked repos: 19.1k a month (-26% share in a year). The Everything Index follows 151 GitHub topics in 23 megatrends. Not investment advice.

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