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Can a RTX 3060 8GB run SmolLM2 360M?

Yes. SmolLM2 360M fits in fast memory on RTX 3060 8GB at FP16 (1.3 GB needed, 7.5 GB usable), about 197 tok/s (estimate).

Hardware: RTX 3060 8GB · Model: SmolLM2 360M

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. SmolLM2 360M (0.362B, HuggingFace) at FP16 is a 0.73 GB download and needs 1.3 GB with headroom for about 8k tokens.

Best quantFP16
Download size0.73 GB
Memory needed1.3 GB
Usable fast memory7.5 GB
Fitfits in fast memory
Estimated speed~197 tok/s (estimate)
Commandollama run smollm2:360m
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