What are the hardware requirements for Muse Glimmer 30B GUI Grounding Fast?

Muse Glimmer 30B GUI Grounding Fast requires approximately 0.8 GB of VRAM. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed Muse Glimmer 30B GUI Grounding Fast and how large is it?

Muse Glimmer 30B GUI Grounding Fast is developed by lemuralabs, a model with 30b parameters. The model is published as open weights on Hugging Face and indexed on LLM Explorer with full benchmark history.

Where can I download or evaluate Muse Glimmer 30B GUI Grounding Fast?

Muse Glimmer 30B GUI Grounding Fast is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Muse Glimmer 30B GUI Grounding Fast by lemuralabs — VRAM 0.8GB

Name: Muse Glimmer 30B GUI Grounding Fast
Author: lemuralabs

Muse Glimmer 30B GUI Grounding Fast is an open-source language model by lemuralabs. Features: 30b LLM, VRAM: 0.8GB, License: apache-2.0, LLM Explorer Score: 0.28.

Adapter Base model:adapter:meta-models... Base model:meta-models/muse-gl... Click-prediction Computer-use Finetuned Gui-agent Gui-grounding Image-text-to-text Lora Peft Region:us Safetensors Screenspot Ui-agent Vision Vision-language-model

Model Card on HF 🤗: https://huggingface.co/lemuralabs/Muse-Glimmer-30B-GUI-Grounding-Fast

Muse Glimmer 30B GUI Grounding Fast Parameters and Internals

LLM Name	Muse Glimmer 30B GUI Grounding Fast
Repository 🤗	https://huggingface.co/lemuralabs/Muse-Glimmer-30B-GUI-Grounding-Fast
Base Model(s)	Muse Glimmer 30B meta-models/Muse-Glimmer-30B
Model Size	30b
Required VRAM	0.8 GB
Updated	2026-08-16
Maintainer	lemuralabs
Model Files	0.8 GB
Model Architecture	Adapter
License	apache-2.0
Is Biased	none
PEFT Type	LORA
LoRA Model	Yes
PEFT Target Modules	m\|o\|d\|e\|l\|\\|.\|l\|a\|n\|g\|u\|a\|g\|e\|_\|m\|o\|d\|e\|l\|\\|.\|.\|*\|\\|.\|(\|q\|_\|p\|r\|o\|j\|\|\|k\|_\|p\|r\|o\|j\|\|\|v\|_\|p\|r\|o\|j\|\|\|o\|_\|p\|r\|o\|j\|\|\|g\|a\|t\|e\|_\|p\|r\|o\|j\|\|\|u\|p\|_\|p\|r\|o\|j\|\|\|d\|o\|w\|n\|_\|p\|r\|o\|j\|)
LoRA Alpha	64
LoRA Dropout	0.05
R Param	32

Rank the Muse Glimmer 30B GUI Grounding Fast capabilities

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Note: green Score (e.g. "73.2") means that the model is better than lemuralabs/Muse-Glimmer-30B-GUI-Grounding-Fast.