Stop downloading LLMs your machine was never going to run.

llmfit scans your hardware and tells you exactly which models will run.

It scans your RAM, CPU, GPU, and VRAM first.

Then it scores every model across four dimensions:

1. Quality, based on parameter count and… pic.twitter.com/XK5lK7yUgF

— AlphaSignal AI (@AlphaSignalAI) 1 avril 2026

Stop downloading LLMs your machine was never going to run. llmfit scans your hardware and tells you exactly which models will run. It scans your RAM, CPU, GPU, and VRAM first. Then it scores every model across four dimensions: 1. Quality, based on parameter count and

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