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Can a RTX 3080 10GB run Devstral Small 2 24B?

Yes, with partial offload (slower). Devstral Small 2 24B on RTX 3080 10GB at Q4_K_M uses system RAM (16.8 GB needed, 9.5 GB usable), about 6 tok/s (estimate).

Hardware: RTX 3080 10GB · Model: Devstral Small 2 24B

RTX 3080 10GB has 10 GB of VRAM and 760 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 9.5 GB. Partial offload may also use 60% of that system RAM. Devstral Small 2 24B (24B, Mistral) at Q4_K_M is a 15 GB download and needs 16.8 GB with headroom for about 8k tokens.

Best quantQ4_K_M
Download size15 GB
Memory needed16.8 GB
Usable fast memory9.5 GB
Fitpartial offload (slower)
Estimated speed~6 tok/s (estimate)
Commandollama run devstral-small-2:24b
Open RTX 3080 10GB 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