Can Qwen 3.6 27B run on MacBook Pro M3 Max 48GB?
YES — Runs Great
Qwen 3.6 27B needs ~23.5 GB VRAM. MacBook Pro M3 Max 48GB has 34.6 GB. With Q4_K_M quantization, expect ~12 tok/s.
Operating mode
Choose the run profile you care about
Interactive favors responsiveness, while light API and scale-out lean harder on serving readiness. The fit stays the same, but the recommendation lens changes.
Current mode
Balanced
Balanced for general local use. Keeps the ranking neutral across personal and serving workflows.
Select quantization to explore
Fit status
Runs well
Decode
12.0 tok/s
TTFT
16182 ms
Safe context
197K
Memory
23.5 GB / 34.6 GB
Memory breakdown
See how fast it feels
What limits this setup
This setup is broadly balanced for this model.
Shared-memory contention still exists
The OS, browser, and inference runtime all compete for the same physical memory pool, so real-world headroom is less forgiving than raw capacity suggests.
Best improvement path
Performance by workload
| Workload | Grade | Fit | Decode | TTFT | Context |
|---|---|---|---|---|---|
| Chat | S | Runs well | 12.0 tok/s | 8827 ms | 197K |
| Coding | S | Runs well | 12.0 tok/s | 16182 ms | 197K |
| Agentic Coding | S | Runs well | 12.0 tok/s | 23538 ms | 197K |
| Reasoning | S | Runs well | 12.0 tok/s | 19124 ms | 197K |
| RAG | S | Runs well | 12.0 tok/s | 29422 ms | 197K |
Quantization options
How Qwen 3.6 27B (27B params) fits at each quantization level on MacBook Pro M3 Max 48GB (34.6 GB usable).
| Quant | Bits | VRAM | Quality | Fit |
|---|---|---|---|---|
Q2_K | 2 | 10.5 GB | Low | S88 |
Q3_K_S | 3 | 13.2 GB | Low | S89 |
NVFP4 | 4 | 15.1 GB | Medium | S90 |
Q4_K_M | 4 | 16.5 GB | Medium | S91 |
Q5_K_M | 5 | 19.4 GB | High | S92 |
Q6_KBest for your GPU | 6 | 22.1 GB | High | S91 |
Q8_0 | 8 | 28.9 GB | Very High | F0 |
F16 | 16 | 55.4 GB | Maximum | F0 |
Get started
Copy-paste commands to run Qwen 3.6 27B on your machine.
Run
lms load Qwen3.6-27B && lms server startYour hardware
More models your MacBook Pro M3 Max 48GB can run
| Model | Params | Grade | Decode | Capabilities |
|---|---|---|---|---|
| 👁 Alibaba Qwen3-Coder 30B A3B Instruct | 30.5B | S | 36.3 tok/s |
