MLXHub: Local AI & LLM Server

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.