Meta Muse Glimmer 30B — Apache 2.0 Open Agentic Model

🤖 AI Tool Alert — Aug 10, 2026

Meta Muse Glimmer 30B — Apache 2.0 Open Agentic Model

Meta Superintelligence Labs released Muse Glimmer, a 30B-parameter agentic model under the permissive Apache 2.0 license (full commercial use, no restrictions).

Specs:

• 30B parameters, dense architecture


• Runs locally on a single consumer GPU (24 GB for 4-bit, RTX 3090/4090)


• 131K context window


• Vision support built in


• Controllable effort (quality vs. speed tuning)


• Available now on Hugging Face with llama.cpp support

Why it matters:
1️⃣ Agentic AI is genuinely local — production-quality coding agent, zero API costs, no data leaves your machine
2️⃣ Apache 2.0 removes legal friction — deploy in SaaS, modify weights, distribute freely
3️⃣ 30B is the sweet spot — strong planning & tool-use that fits on consumer hardware

Use case: Replace your $50-200/month API code-review agent with a local instance. Full 131K context reviews entire small repos in one pass.

🔗 Meta Research | Hugging Face | Unsloth Guide