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MLXHub: 本地AI与LLM服务器

iPhone 和 iPad 上的本地 AI 助手。用下载

关于这款应用

<p>iPhone 和 iPad 上的本地 AI 助手。用下载好的模型离线聊天,调用系统工具,为以后的对话保存有用信息。你选择模型,也决定它能访问什么、执行什么操作。</p>
<p>让助手帮你处理日常事务<br />
通过支持的工具,查询日历、提醒事项、“健康”数据、照片或音乐资料库,也可以使用网络搜索。读取类工具免费使用;由你选择授权哪些工具。使用 MLXHub Plus,可创建日历事件和提醒事项、记录支持的“健康”数据,并将常用指令保存为可复用的 Skills。可用工具及其效果取决于所选模型,网络搜索需要联网。</p>
<p>记忆由你掌控<br />
为以后的聊天保留有用的个人信息和偏好。在“设置”中查看、添加、固定或删除记忆。通过 Plus,支持的模型还可以使用记忆工具保存或删除信息。记忆在对话开始时读取,修改从下一段新对话起生效。</p>
<p>为更大的模型腾出空间<br />
探索适合设备的语言模型和视觉语言模型。支持的 MoE 模型可在需要时从设备存储中加载专家,无需让所有专家同时驻留内存。在支持的视觉模型中,纯文字对话仅在需要时加载视觉组件,从而减少内存占用。可运行的模型大小、速度和上下文长度取决于设备、模型及可用资源。</p>
<p>文字、照片与文档<br />
输入文字、附上照片或添加文档,让支持相应输入的模型帮助理解内容。设置助手的语气和风格,也可以为每段对话自定义指令。在支持 Apple Intelligence 且已启用该功能的设备及地区,还可使用 Apple 的端侧模型。</p>
<p>按你的方式获取模型<br />
模型来源默认使用 ModelScope(魔搭),通过准确的仓库 ID 添加模型;也可指定自己的镜像。下载模型需要网络及足够的存储空间,下载完成后可在设备上离线使用。模型是否适合你的设备仍取决于其架构、大小和运行需求。</p>
<p>让设备协同运行<br />
连接同一本地网络内的兼容设备,共同运行支持分布式推理的模型。加入网格免费;创建网格需要 MLXHub Plus。可用的模型与分工方式取决于兼容性和设备资源。</p>
<p>为应用提供局域网服务<br />
把 iPhone 或 iPad 用作本地网络中的聊天与文本嵌入(embeddings)服务器,供你的应用和脚本调用。支持 /v1/chat/completions 和 /v1/embeddings 等标准接口,提供身份验证与本地发现。可选的 LAN 服务器属于 MLXHub Plus,仅在应用处于前台时运行。嵌入接口可用于你自己的检索工作流程。</p>
<p>完全属于你,没有计量表<br />
没有 token 上限,没有消息条数限制,没有每月额度,也没有哪家 AI 公司盯着你写的内容。推理在你的设备里完成,对话不会上传到任何云端 AI 服务:一个可以随便用、由你掌控的助手和服务器。</p>
<p>如果你不想订阅,还有一次性买断的 Lifetime:终身无限推理,以及往后新增的功能,都不再另外收费。因为它会一直变好——我们每次更新,每周出现的新开源 AI 模型,以及每年 Apple 发布的新设备和新版 iOS。</p>
<p>隐私与连接<br />
本地推理无需将对话上传到云端 AI 服务。你启用的网络工具、LAN 服务器和网格会与相应服务或设备通信。无广告,无需注册 MLXHub 账号。用于产品分析和诊断的匿名数据收集可以在“设置”中关闭。详情请阅读隐私政策。</p>
<p>使用条款(EULA):https://www.apple.com/legal/internet-services/itunes/dev/stdeula/</p>

产品亮点

Runs open-source LLMs and vision models locally using Apple Silicon and mlx-swift.
Exposes a local LAN server with standard API routes for integration with other apps.
Supports distributed mesh inference to combine memory across multiple devices.

更新日志

版本 2.2.0

Qwen3.6 35B-A3B, a model that until now would not fit on a phone, runs on your iPhone and your iPad. It gets there through NAND expert streaming: instead of holding the whole model in memory, it fetches each expert the moment that expert has something to say, and lets go of the ones that don't. Supported vision models also stop carrying weight you are not using. While you type, the vision side stays asleep and only wakes up when you attach a photo, so a text conversation takes noticeably less memory than it used to. The assistant can reach into your apps: your calendar, your reminders, your Health data, your photos or your music library, always with your permission, call by call. And whatever you explain once can be saved as a Skill, so you never have to explain it again. It has memory now, too. What is worth knowing about you carries over to your next conversations, and you decide what stays: review, pin or delete any memory from Settings. Distributed inference across several of your devices on the same local network is no longer an experiment. It is simply part of the app. Joining a mesh is still free. And your iPhone or iPad can serve the rest of your home: chat and embeddings for the apps and scripts on your local network, over the standard routes /v1/chat/completions and /v1/embeddings, with authentication and local discovery. Support depends on the model you pick and the device you have. Write tools, Skills, letting the assistant save memories on its own, hosting a mesh and the LAN server are part of MLXHub Plus, which is exactly what keeps all the rest coming. Thank you for being here.

2026年10月2日 · Apple App Store · iOS · 查看来源

版本 2.0.0

Your personal AI platform reaches version 2.0.0 just two months after launch! We have made a huge number of changes so you can enjoy the app more, without having to make your life complicated trying to understand it. To begin with, the interface has been polished to fit more information into the same space. We have represented concepts visually to reduce cognitive load and improved other areas that needed it. The app now comes to life not only through its orbs —rendered entirely with Metal— but also through more refined animations. An experimental feature has been added: distributed inference! You can now run larger models that do not fit on your device. Have an iPad sitting in a drawer? Add it to the mesh. Your partner’s iPhone? Add that too, and connect devices like puzzle pieces to build an increasingly capable inference server. We admit the previous value proposition was not clear: the MLXHub Plus subscription offered very little, but that changes now. MLXHub Plus now includes LAN Server, distributed-inference hosting, unlimited models, app customization, and future features that will continue adding value. Do not want to subscribe? No problem: there is also a one-time purchase! Version 2.0.0 includes many under-the-hood changes that you will not easily notice, such as fixes for most VLMs that sometimes caused issues, automatic cleanup of partial files generated by the app, improvements to model downloads, more detailed model pages, and many framework improvements that make MLXHub the best app for carrying cutting-edge AI in your pocket: without internet, without model removals, and without the fear that some orange-haired character may feel like blocking your access from an armchair with paper and pen. Enjoy these new features and the immense number of changes still to come. Do not hesitate to contact us with any question or suggestion. Best regards, Juan

2026年8月25日 · Apple App Store · iOS · 查看来源

AppRank 评分

基于该应用各平台可用官方评分的平均值。

★ 4.38 条评分
跨平台平均值

评价

-CHiNO BLaST- ★ 5.0

Tragically Underrated

Best way to host local models from an IPad.
来自 iOS · 2026年10月10日 · 查看来源
Zimzooma ★ 4.0

Does what it says.

Needed a quick way to benchmark smaller Gemma models on device and this did the job without requirin…
来自 iOS · 2026年10月10日 · 查看来源

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