Hardware Detection Python Packages

extra-platforms

🔎 Detect architectures, platforms, shells, terminals, CI systems and agents, grouped by family

quantprobe

Run a 110B on a 2016 PC with 16 GB RAM. Know your tok/s before you download. Placement beats budget: predicts speed + memory fit for any GGUF on your exact hardware, self-calibrates, emits the exact llama.cpp command — or 'quantprobe auto' does it all. Falsification-tested laws; misses published at full size. pip install quantprobe

llamafit

Find, size, install and verify open-weight LLMs for llama.cpp on your own machine.