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Which LLM can my PC run? Check your hardware with llmfit

Run llmfit to see your hardware and a ranked list of models that fit.

Who it is forA developer about to download a local model who does not know what fits.

The problemDownloading a model that will not fit wastes hours.

The outcomeA ranked list of models and quantizations for your hardware.

What you need first

  • macOS, Windows, Linux or Docker

Steps

  1. Install with brew install llmfit or uv tool install -U llmfit
  2. Run llmfit for the interactive TUI
  3. Browse models ranked for your hardware
  4. Pick one and download it

Prompt for your agent

Run AlexsJones/llmfit and list the top five recommended models for my hardware with their quantization. Confirm the detected GPU and RAM match my system.

Caveat. Recommendations are estimates until replaced by real benchmark runs.

Use this in your AI agent

Ask your agent

Using the Deduped MCP, get the setup steps for AlexsJones/llmfit and "Find which open models your machine can run"

Add Deduped to Claude Code once

claude mcp add --transport http deduped https://dedupedai.com/mcp

Cursor, ChatGPT, others

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