llmfit Hardware Model Matcher

Skill by ara.so — Daily 2026 Skills collection.

llmfit detects your system's RAM, CPU, and GPU then scores hundreds of LLM models across quality, speed, fit, and context dimensions — telling you exactly which models will run well on your hardware. It ships with an interactive TUI and a CLI, supports multi-GPU, MoE architectures, dynamic quantization, and local runtime providers (Ollama, llama.cpp, MLX, Docker Model Runner).

Installation

macOS / Linux (Homebrew)

brew install llmfit

Quick install script

curl -fsSL https://llmfit.axjns.dev/install.sh | sh