Mxstudio: a local workbench for MAX

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What it is

mxstudio is a local workbench that keeps the entire path from Hugging Face checkpoint to execution visible in one place.

mxstudio features

  • :inbox_tray: Download models directly from Hugging Face
  • :white_check_mark: Check MAX compatibility before committing to a download
  • :desktop_computer: Inspect your hardware and model requirements up front
  • :high_voltage: Serve models locally with max serve
  • :speech_balloon: Chat through the OpenAI-compatible MAX endpoint
  • :notebook: Run executable notebooks wired to the same live endpoint
  • :film_frames: View any notebook as a slide presentation for teaching
  • :bar_chart: Benchmark with max benchmark
  • :puzzle_piece: Bring up unsupported architectures via the import-model and debug-model skills
  • :graduation_cap: Learn — jump to the YouTube series and key Modular docs right from the app

mxstudio-demo

Why it exists

I build for a YouTube audience, which means this is teaching infrastructure first and foremost. Everything here is meant to be read, forked, and pulled apart. Take it, change it, and use it however you want.

Built with Modular MAX and Python, featuring a compact, entirely local interface

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Very cool!

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This is really cool!

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Wow, this looks really helpful! I’ll try it out over the weekend (on a Mac right now).

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cool! All made possible by good documentation from you guys.