llmfit right-sizes Large Language Models to your system's RAM, CPU and GPU.
It detects your hardware, scores hundreds of models across quality, speed,
fit and context dimensions, and tells you which ones will actually run well
on your machine. It ships with an interactive TUI (default), a classic CLI,
and a web dashboard / REST API (llmfit serve), and talks to local runtime
providers such as Ollama, LM Studio, vLLM and Docker Model Runner.
For a convenient alias:
sudo snap alias llmfit-bp.llmfit llmfit
To let llmfit detect your GPUs (PCI devices and VRAM via sysfs):
sudo snap connect llmfit-bp:hardware-observe
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Snaps are applications packaged with all their dependencies to run on all popular Linux distributions from a single build. They update automatically and roll back gracefully.
Snaps are discoverable and installable from the Snap Store, an app store with an audience of millions.
Snap can be installed on elementary OS from the command line. Open Terminal from the Applications launcher and type the following:
sudo apt update
sudo apt install snapd
Either log out and back in again, or restart your system, to ensure snap’s paths are updated correctly.
To install llmfit, simply use the following command:
sudo snap install llmfit-bp --edge
Browse and find snaps from the convenience of your desktop using the snap store snap.
Interested to find out more about snaps? Want to publish your own application? Visit snapcraft.io now.