Muse Glimmer — Run Frontier AI on Your Own Hardware
Meta's 30B open-weight model runs locally on one consumer GPU. No cloud, no API keys, no recurring costs. Download from Hugging Face and start building.
Try Muse Glimmer Now
Chat with Meta's 30B model directly in your browser — no setup needed.
Local AI Just Got Serious
Muse Glimmer delivers frontier-class performance in a 30B package that fits on consumer hardware. Function calling, long-context coding, and agentic workflows — all running offline on your machine.
Download the weights from Hugging Face — Apache 2.0, no gating
Load via Ollama, vLLM, or llama.cpp on your GPU
Run always-on local agents with tool use and long context support
What Is Muse Glimmer?
Muse Glimmer is a 30-billion-parameter dense model released by Meta Superintelligence Labs on August 10, 2026. Distilled from the closed Muse Spark 1.2, it targets local agent workflows: function calling, code generation, tool orchestration, and LLM-as-a-judge evaluation — all on a single consumer GPU.
How Does Muse Glimmer Work Locally?
Muse Glimmer fits in 16 GB VRAM at Q4 quantization via llama.cpp. It supports 128K context natively, runs structured tool-calling loops, and integrates with Ollama for one-command setup. AMD Ryzen AI Max+ users get day-one optimized performance through Meta's hardware partnership.
Why Run Muse Glimmer Locally
Benchmark Performance at 30B
- IFBench 77.0 — beats GPT-5.6 Sol (76.0)
- AIME 2026 score of 94.7
- GPQA Diamond at 83.5
- 128K native context window
- AA-LCR long-context recall at 80.0
Built for Agent Workflows
- Structured function calling and tool use
- Local coding assistant with full repo context
- Offline document analysis and RAG
- LLM-as-a-judge for automated evaluation
Who Should Run Muse Glimmer?
Muse Glimmer is built for developers and power users who need capable AI without cloud dependencies:
- Developers building local coding assistants
- Teams running private document analysis
- Researchers fine-tuning on custom datasets
- Anyone who wants frontier AI without API costs
Open Weights, Full Control
Muse Glimmer ships under Apache 2.0 — use it commercially, modify the weights, deploy anywhere. No gating, no waitlist, no usage tracking.
- Apache 2.0 permissive license
- Full weights on Hugging Face
- No telemetry or usage tracking
- Works completely offline
Start Running Muse Glimmer Today
One command to download, one command to run. Frontier-class AI on your own hardware — free and open forever.
What Developers Say About Muse Glimmer
Early reactions from the open-source AI community
Running Muse Glimmer on my RTX 4070 — function calling works flawlessly. Finally a local model that handles tool use properly.
Marcus Chen@local_devMThe IFBench score at 30B parameters is wild. I replaced my cloud API calls with local Muse Glimmer and the quality difference is negligible.
Sarah Kim@ai_researcherSWe switched our internal coding assistant to Muse Glimmer. Zero API costs, full privacy, and the 128K context handles entire codebases.
David Okafor@startup_ctoDOne Ollama command and Muse Glimmer was running on my Mac. The AMD optimization is impressive — smooth responses on my Ryzen AI Max.
Lisa Wang@hobbyistL
Muse Glimmer FAQ
Common Questions About Meta's Local AI Model
Muse Glimmer is purpose-built for local agent workflows. At 30B parameters, it matches or beats much larger models on key benchmarks — IFBench 77.0, AIME 2026 94.7 — while fitting on a single consumer GPU. The Apache 2.0 license means full commercial freedom with no restrictions.
Muse Glimmer runs on any GPU with 16+ GB VRAM at Q4 quantization — an RTX 4060 Ti, Radeon RX 7900, or AMD Ryzen AI Max+ with unified memory. For full FP16 precision, you'll need 64 GB VRAM. Ollama makes setup a single command.
Yes. Meta released Muse Glimmer under Apache 2.0 with no gating on Hugging Face. Download the weights, use them commercially, modify them, deploy them — no API keys, no subscriptions, no usage limits.
Muse Glimmer offers frontier-level quality for coding, function calling, and document analysis — without per-token costs or privacy concerns. Your data never leaves your machine. The tradeoff is inference speed depends on your local hardware rather than cloud GPUs.
Absolutely. Once you download the weights, Muse Glimmer runs with zero internet dependency. This makes it ideal for air-gapped environments, sensitive data processing, and locations with unreliable connectivity.
Muse Glimmer is distilled from Meta's closed Muse Spark 1.2 model. The distillation preserves the reasoning and tool-use capabilities of the larger model while compressing them into a 30B architecture that fits on consumer hardware.