Browsing: Local

Community Article Community articles are authored by SitePoint Premium contributors. Content is screened before publication, and SitePoint reserves the right to moderate or remove articles that violate our guidelines. Views expressed are those of the authors and do not necessarily reflect those of SitePoint.

Stay up to date with AI tools, model releases, and developer workflows that matter.

Stay up to date with AI tools, model releases, and developer workflows that matter.

Stay up to date with AI tools, model releases, and developer workflows that matter.

Stay up to date with AI tools, model releases, and developer workflows that matter.

You load a 7B parameter model onto a GPU. It fits comfortably. The first few prompts return without issue. Ten messages into the conversation, though, an out-of-memory error kills the process. This article breaks down exactly where every byte of VRAM goes during local LLM inference, provides a working Python calculator for estimating peak memory…