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[ARTICLE · art-90216] src=huggingface.co ↗ pub= topic=artificial-intelligence verified=true sentiment=· neutral

Meta releases a 30B agent model that fits in ~17GB

Meta Inc. released Muse-Glimmer-30B, a 30-billion-parameter image-text-to-text agent model that fits in approximately 17GB, along with assistant, GGUF, and ExecuTorch PTE variants on Hugging Face. The model is designed for on-device deployment, enabling efficient multimodal AI applications.

read1 min views1 publishedAug 10, 2026
Meta releases a 30B agent model that fits in ~17GB
Image: Hugging Face Blog

Hugging Face Models Datasets Spaces Buckets new Docs Enterprise Pricing Website Tasks HuggingChat Collections Languages Organizations Community Blog Posts Daily Papers Hardware Learn Discord Forum GitHub Solutions Team & Enterprise Hugging Face PRO Enterprise Support Inference Providers Inference Endpoints Storage Buckets Log In Sign Up Meta Inc. Enterprise + company https://ai.meta.com/ Activity Feed Follow 59 AI & ML interests None defined yet. Recent Activity betodepaola published a model 39 minutes ago meta-models/Muse-Glimmer-30B-ExecuTorch-PTE betodepaola published a model 39 minutes ago meta-models/Muse-Glimmer-30B-assistant betodepaola published a model 39 minutes ago meta-models/Muse-Glimmer-30B-GGUF View all activity Team members 15 models 4 Sort: Recently updated

meta-models/Muse-Glimmer-30B-ExecuTorch-PTE
Image-Text-to-Text

• Updated 43 minutes ago • 1

meta-models/Muse-Glimmer-30B-assistant
Image-Text-to-Text

• 3B • Updated about 2 hours ago • 2

meta-models/Muse-Glimmer-30B-GGUF
Image-Text-to-Text

• 28B • Updated about 2 hours ago • 16

meta-models/Muse-Glimmer-30B
Image-Text-to-Text

• 30B • Updated about 2 hours ago • 50 datasets 0 None public yet

source & further reading
huggingface.co — original article What is the best way to deploy a Hugging Face model for a mobile application? Making Knowledge Distillation Cheap Enough to Run at Scale Seeking arXiv endorsement for cs.CR — Deepfake Detection Research
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