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Can a RTX 3060 8GB run Laguna XS 2.1 33B-A3B (MoE)?

No. Laguna XS 2.1 33B-A3B (MoE) does not fit on RTX 3060 8GB: Q4_K_M needs 21.4 GB and 7.5 GB is usable.

Hardware: RTX 3060 8GB · Model: Laguna XS 2.1 33B-A3B (MoE)

RTX 3060 8GB has 8 GB of VRAM and 240 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 7.5 GB. Partial offload may also use 60% of that system RAM. Laguna XS 2.1 33B-A3B (MoE) (33.4B, 3B active, Poolside) at Q4_K_M is a 20 GB download and needs 21.4 GB with headroom for about 8k tokens.

Best quantQ4_K_M
Download size20 GB
Memory needed21.4 GB
Usable fast memory7.5 GB
Fitdoes not fit
Estimated speedno estimate, it does not fit
Commandollama run laguna-xs-2.1:latest

Smallest hardware that runs it: RTX 4060 Ti 16GB at Q4_K_M (partial offload (slower), 21.4 GB needed, 15.5 GB usable, about 25 tok/s (estimate)). Can a RTX 4060 Ti 16GB run Laguna XS 2.1 33B-A3B (MoE)?

No smaller Poolside model in this list fits RTX 3060 8GB.

Open RTX 3060 8GB 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