Muse Glimmer 30B Tested: Local Multimodal Object Detection on Mac Studio

MaziyarPanahi · x · 2026-08-11

A developer shared a local object detection implementation using the Muse Glimmer 30B model via the official GGUF path in llama.cpp. Running entirely locally on a Mac Studio, the model successfully processed a synthetic healthcare form, outputting coordinates for 10 checkboxes and accurately matching all 10 states.

The original post also included a Python script using transformers, demonstrating how to extract coordinate outputs from a multimodal large language model.

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