# AlexsJones/llmfit

> A Rust tool that inspects your CPU, RAM, GPU and VRAM and recommends open-source LLMs that will actually run on your hardware, scoring fit, speed, quality and context. Ships with a TUI, CLI, web dashboard and REST API.

- Magnitude: 2.0 out of 10 — Steady
- Stars: 37,936 total · +12 stars measured 2026-10-15, 00:26–10:43 UTC, ≈ 27 by evening
- Star trust: star growth looks organic
- Category: Language models · Language: Rust · License: MIT · Created: 2026-02-15 · Last push: 2026-10-13
- GitHub: https://github.com/AlexsJones/llmfit · Page: https://gitnova.dev/en/r/AlexsJones/llmfit

## Useful for

- Pick a local LLM that fits your GPU and RAM using llmfit recommend
- Get JSON recommendations and feed them into a deployment script
- Run llmfit serve and integrate model recommendations into an orchestrator

## Why it’s here

- Star-counter measurements on 2026-10-15 (UTC), 00:26–10:43: 37924 → 37936 stars (+12). This is the change over that interval.
- Estimated end-of-day forecast: about +27 stars, using observed gains and the previous day.

## Star trust

Star growth looks organic.

Star-trust labels are heuristics based on the repository’s behavior, not a check of every stargazer.

## Numbers

- Forks: 2,437
- Issues and pull requests: 1,124
- Watchers: 119
- Average over the last week: 37 per day
- Usual pace: 59 per day
- Latest release: v1.1.17 (2026-10-08)

## Stars per day, last 30 days (oldest → newest, today is partial)

2026-09-30 … 2026-10-29: 48, 28, 55, 110, 39, 39, 31, 32, 37, 44, 30, 43, 35, 51, 29, 9, None, None, None, None, None, None, None, None, None, None, None, None, None, None

## Magnitude by day, last 14 days

10-02 2.0, 10-03 2.7, 10-04 3.0, 10-05 2.4, 10-06 2.4, 10-07 2.4, 10-08 2.6, 10-09 2.7, 10-10 2.8, 10-11 2.7, 10-12 2.5, 10-13 2.3, 10-14 2.4, 10-15 2.0

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Magnitude (0–10) measures how fast and how unusually interest in a repository is growing right now. It is not a quality score.
Days are UTC. “So far today” is a fact; “expected by the end of the day” is a forecast.
Summaries and use cases are written by an LLM (DeepSeek V4.1 Flash) from the README and may be inaccurate: verify specific claims (benchmarks, speed, hardware) in the repository itself.
Data as of 2026-10-15 10:50 UTC, updated every 30 minutes.