安装

其他安装命令

macOS

Homebrew已验证 · 100%

brew install llmfit

local Homebrew formula metadata

MacPorts已验证 · 94%

sudo port install llmfit

MacPorts ports tree · llm/llmfit/Portfile · 来源: api.github.com

Linux

Nix已验证 · 92%

nix profile install nixpkgs#llmfit

nixpkgs package indexes · pkgs/by-name/ll/llmfit/package.nix · 来源: api.github.com

Windows

Scoop已验证 · 92%

scoop install main/llmfit

Scoop official bucket manifest trees · bucket/llmfit.json · 来源: api.github.com

概览

软件包摘要

Find what models run on your hardware

项目链接

命令和别名

llmfit

历史

项目历史与用法

llmfit is a terminal tool for matching large language models to a user's hardware. It detects RAM, CPU, GPU, VRAM, runtime backends, and model metadata, then scores which models are likely to run well.

项目历史

The public GitHub repository was created in February 2026, and the release history includes v0.2.2 on February 17, 2026. The README describes the tool as a TUI and CLI for right-sizing models across quality, speed, fit, and context dimensions.

By June 2026, the README described features such as an interactive TUI, classic CLI mode, multi-GPU support, mixture-of-experts handling, dynamic quantization selection, speed estimation, local runtime providers, a download manager, and hardware simulation.

采用历史

llmfit is a young project in the local-LLM tooling wave. Its adoption is centered on users choosing between many downloadable models and runtimes, especially where the failure mode is wasting time or disk space on a model that does not fit available memory.

使用方式

Users run llmfit as an interactive TUI or use command-line recommendation modes. The tool is packaged through Homebrew, MacPorts, Nix, Scoop, Cargo/Python-style installers, containers, and project-provided release binaries.

为什么软件包爱好者会关心

llmfit matters to package nerds because it treats model selection as a local systems problem: hardware detection, packaging, binary distribution, model metadata, and runtime compatibility all intersect. It is less a model runner than a decision tool for which model package or runtime setup is practical on a given machine.

时间线

2026-02-15: Public GitHub repository creation date reported by GitHub API.
2026-02-17: v0.2.2 appeared in GitHub releases.
2026-06-28: v0.9.34 appeared in GitHub releases.

Related projects

The README names llmserve, llama-panel, and sympozium as sister projects.
Ollama, llama.cpp, MLX, Docker Model Runner, and LM Studio are related runtime providers listed by the project documentation.

来源

安全态势

尚未找到受保护工具覆盖

没有找到 llmfit 的匹配本地密钥处理 manifest。Nucleus 软件包元数据仍在此发布，以便未来覆盖拥有稳定的软件包 URL。

安装行为

formula 元数据中未记录 Homebrew post-install 钩子。
Homebrew bottle 元数据适用于 6 个平台目标。
构建元数据列出 1 个构建依赖。

建议审查

在无人值守的代理使用前，请检查该工具是否读取明文凭据、写入远程状态、发布制品或调用插件。

可执行文件

已安装的可执行文件

命令	类型	暴露范围	备注
`llmfit`	cli	全局可执行文件

新鲜度

版本和新鲜度

这些信号区分页生成时间、软件包管理器活动和上游发布比较。只有存在证据 URL 和可比较版本时，才会提示版本落后。

页面生成时间2026-07-25

管理器版本1.1.6

管理器更新时间2026-07-21

本地数据OK

上游not checked

检测到的最新版本未检测到

https://github.com/AlexsJones/llmfit

信息No cached GitHub release or tag data was available.https://github.com/AlexsJones/llmfitnone 置信度

安装元数据

软件包元数据

软件包键	brew:llmfit
版本	1.1.6
软件包管理器	Homebrew
软件包管理器页面	https://formulae.brew.sh/formula/llmfit
主页	https://github.com/AlexsJones/llmfit
仓库	https://github.com/AlexsJones/llmfit
上游文档	https://github.com/AlexsJones/llmfit#readme
许可证	MIT
源码归档	https://static.crates.io/crates/llmfit/llmfit-1.1.6.crate
最后更新	2026-07-21T15:20:02Z
Pulse	updated
构建依赖	rust
Bottle	可用 (于 arm64_linux, arm64_sequoia, arm64_sonoma, arm64_tahoe, sonoma, x86_64_linux)
Homebrew post-install	未定义
服务	未声明

注册表事实

源数据库详情

Source Database	Homebrew formula API
Tap	homebrew/core
Full Name	llmfit
Version Scheme	0
Revision	0
Head Version	HEAD
Bottle Stable Root URL	https://ghcr.io/v2/homebrew/core
Deprecated	no
Disabled	no
Keg Only	no
URL Keys	head stable

源数据库匹配

其他软件包管理器记录

匹配项来自外部软件包管理器索引，并与本地 Automic Vault 软件包链接分开显示。

Nix95%

llmfit

nix profile install nixpkgs#llmfit

normalized package name match
匹配方式：Llmfit

nixpkgs package indexes · api.github.com · nixpkgs package indexes: pkgs/by-name/ll/llmfit/package.nix from https://api.github.com/repos/NixOS/nixpkgs/git/trees/master?recursive=1

MacPorts95%

llmfit

sudo port install llmfit

normalized package name match
匹配方式：Llmfit

MacPorts ports tree · api.github.com · MacPorts ports tree: llm/llmfit/Portfile from https://api.github.com/repos/macports/macports-ports/git/trees/master?recursive=1

Scoop95%

main/llmfit

scoop install main/llmfit

normalized package name match
匹配方式：Llmfit

Scoop official bucket manifest trees · api.github.com · Scoop official bucket manifest trees: bucket/llmfit.json from https://api.github.com/repos/ScoopInstaller/Main/git/trees/master?recursive=1

软件包图谱

链接来自本地软件包关系图、补充数据、依赖边、生态匹配和软件包 hub 归属。

来源线索

由仓库数据生成

此页面由 av-web 从 scripts/generate-pkg-sqlite.py 生成的私有软件包 SQLite 工件提供。

Combined YAML source

View the package source record on GitHub.

combined/llmfit.yml

使用的来源

Geiger risk classifier
Nucleus package database
av.db category and tag curation
cross-ecosystem install command graph
curated package history
external package-manager database matches
package relationship graph
package version freshness
package-page enrichment

使用 Homebrew, MacPorts, Nix, scoop 安装 llmfit