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Can a RTX 3090 24GB run Qwen3-Next 80B-A3B (MoE)?

No. Qwen3-Next 80B-A3B (MoE) does not fit on RTX 3090 24GB: Q4_K_M needs 52.4 GB and 23.5 GB is usable.

Hardware: RTX 3090 24GB · Model: Qwen3-Next 80B-A3B (MoE)

RTX 3090 24GB has 24 GB of VRAM and 936 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 23.5 GB. Partial offload may also use 60% of that system RAM. Qwen3-Next 80B-A3B (MoE) (80B, 3B active, Alibaba) at Q4_K_M is a 50 GB download and needs 52.4 GB with headroom for about 8k tokens.

Best quantQ4_K_M
Download size50 GB
Memory needed52.4 GB
Usable fast memory23.5 GB
Fitdoes not fit
Estimated speedno estimate, it does not fit
Commandollama run qwen3-next:80b

Smallest hardware that runs it: M1 Max (32c GPU) 64GB at Q4_K_M (fits if the Mac GPU limit is raised, 52.4 GB needed, 48.0 GB usable, about 85 tok/s (estimate)). Can a M1 Max (32c GPU) 64GB run Qwen3-Next 80B-A3B (MoE)?

A smaller Alibaba model that fits this hardware: Qwen3.5 35B-A3B (MoE) at Q4_K_M (partial offload (slower), 23.9 GB). Can a RTX 3090 24GB run Qwen3.5 35B-A3B (MoE)?

Open RTX 3090 24GB 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