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Yes. Qwen3.5 2B fits in fast memory on M3 Pro 18GB at Q8_0 (3.8 GB needed, 12.1 GB usable), about 44 tok/s (estimate).
Hardware: M3 Pro 18GB · Model: Qwen3.5 2B
M3 Pro 18GB has 18 GB of unified memory and 150 GB/s of memory bandwidth. The checker leaves macOS a share of unified memory, so Ollama can use 12.1 GB. Qwen3.5 2B (2.27B, Alibaba) at Q8_0 is a 2.7 GB download and needs 3.8 GB with headroom for about 8k tokens.
| Best quant | Q8_0 |
|---|---|
| Download size | 2.7 GB |
| Memory needed | 3.8 GB |
| Usable fast memory | 12.1 GB |
| Fit | fits in fast memory |
| Estimated speed | ~44 tok/s (estimate) |
| Command | ollama run qwen3.5:2b-q8_0 |
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