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Yes, with partial offload (slower). Bonsai 2 27B (ternary) on RTX 3080 10GB at Q2_0 uses system RAM (10.6 GB needed, 9.5 GB usable), about 26 tok/s (estimate).
Hardware: RTX 3080 10GB · Model: Bonsai 2 27B (ternary)
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. Bonsai 2 27B (ternary) (27B, Prism ML) at Q2_0 is a 8.3 GB download and needs 10.6 GB with headroom for about 8k tokens.
| Best quant | Q2_0 |
|---|---|
| Download size | 8.3 GB |
| Memory needed | 10.6 GB |
| Usable fast memory | 9.5 GB |
| Fit | partial offload (slower) |
| Estimated speed | ~26 tok/s (estimate) |
| Command | ollama run bonsai-2:27b |
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