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Can a RX 7900 XTX 24GB run Laguna XS 2.1 33B-A3B (MoE)?

Yes. Laguna XS 2.1 33B-A3B (MoE) fits in fast memory on RX 7900 XTX 24GB at Q4_K_M (21.4 GB needed, 23.5 GB usable), about 160 tok/s (estimate).

Hardware: RX 7900 XTX 24GB · Model: Laguna XS 2.1 33B-A3B (MoE)

RX 7900 XTX 24GB has 24 GB of VRAM and 960 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. 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 memory23.5 GB
Fitfits in fast memory
Estimated speed~160 tok/s (estimate)
Commandollama run laguna-xs-2.1:latest
Open RX 7900 XTX 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