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Yes. d3 27B (vLLM Semantic Router, decision) fits in fast memory on M4 Pro 64GB at Q8_0 (32.3 GB needed, 48.0 GB usable), about 7 tok/s (estimate).
Hardware: M4 Pro 64GB · Model: d3 27B (vLLM Semantic Router, decision)
M4 Pro 64GB has 64 GB of unified memory and 273 GB/s of memory bandwidth. The checker leaves macOS a share of unified memory, so Ollama can use 48.0 GB. d3 27B (vLLM Semantic Router, decision) (27B, vLLM Semantic Router) at Q8_0 is a 30 GB download and needs 32.3 GB with headroom for about 8k tokens.
| Best quant | Q8_0 |
|---|---|
| Download size | 30 GB |
| Memory needed | 32.3 GB |
| Usable fast memory | 48.0 GB |
| Fit | fits in fast memory |
| Estimated speed | ~7 tok/s (estimate) |
| Command | ollama run d3:27b-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