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Can a RTX 3080 12GB run Muse Glimmer 30B?

Yes, with partial offload (slower). Muse Glimmer 30B on RTX 3080 12GB at Q4_K_M uses system RAM (20.4 GB needed, 11.5 GB usable), about 5 tok/s (estimate).

Hardware: RTX 3080 12GB · Model: Muse Glimmer 30B

RTX 3080 12GB has 12 GB of VRAM and 912 GB/s of memory bandwidth. The checker holds back 0.5 GB of VRAM for the driver and assumes 16 GB of system RAM, so fast memory usable by Ollama is 11.5 GB. Partial offload may also use 60% of that system RAM. Muse Glimmer 30B (29.8B, Muse) at Q4_K_M is a 18 GB download and needs 20.4 GB with headroom for about 8k tokens.

Best quantQ4_K_M
Download size18 GB
Memory needed20.4 GB
Usable fast memory11.5 GB
Fitpartial offload (slower)
Estimated speed~5 tok/s (estimate)
Commandollama run muse-glimmer:30b
Open RTX 3080 12GB in the checker

Estimates, not benchmarks. Model sizes are ollama.com download sizes; memory needed adds headroom for ~8k tokens of context; speeds are rough figures from memory bandwidth. Data updated 2026-10-23.

A project by OnDevice Labs · llms.txt