Can Qwen3-VL 30B A3B Instruct run on MacBook Pro M3 Pro 36GB?
YES — With Offload
Qwen3-VL 30B A3B Instruct needs ~25.1 GB VRAM. MacBook Pro M3 Pro 36GB has 25.9 GB. With Q4_K_M quantization, expect ~17 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 with offload
Decode
17.1 tok/s
TTFT
11306 ms
Safe context
25K
Memory
25.1 GB / 25.9 GB
Memory breakdown
See how fast it feels
What limits this setup
This setup is broadly balanced for this model.
Very little memory headroom
You can run the model, but there is not much room left for longer context, bigger batches, extra apps, or future model updates.
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
Buy headroom, not only minimum fit
A slightly larger memory tier gives you safer context growth and makes the recommendation more future-proof.
Performance by workload
| Workload | Grade | Fit | Decode | TTFT | Context |
|---|---|---|---|---|---|
| Chat | S | Tight fit | 17.1 tok/s | 6167 ms | 25K |
| Coding | S | Runs with offload | 17.1 tok/s | 11306 ms | 25K |
| Agentic Coding | S | Runs with offload (needs ~0.4 GB host RAM) | 15.1 tok/s | 18617 ms | 25K |
| Reasoning | S | Runs with offload | 17.1 tok/s | 13361 ms | 25K |
| RAG | S | Runs with offload (needs ~0.4 GB host RAM) | 15.1 tok/s | 23271 ms | 25K |
Quantization options
How Qwen3-VL 30B A3B Instruct (30B params) fits at each quantization level on MacBook Pro M3 Pro 36GB (25.9 GB usable).
| Quant | Bits | VRAM | Quality | Fit |
|---|---|---|---|---|
Q2_K | 2 | 11.7 GB | Low | S92 |
Q3_K_S | 3 | 14.7 GB | Low | S92 |
NVFP4 | 4 | 16.8 GB | Medium | S92 |
Q4_K_MBest for your GPU | 4 | 18.3 GB | Medium | S92 |
Q5_K_M | 5 | 21.6 GB | High | F0 |
Q6_K | 6 | 24.6 GB | High | F0 |
Q8_0 | 8 | 32.1 GB | Very High | F0 |
F16 | 16 | 61.5 GB | Maximum | F0 |
Get started
Copy-paste commands to run Qwen3-VL 30B A3B Instruct on your machine.
Run
lms load Qwen3-VL-30B-A3B-Instruct && lms server startYour hardware
