Can Qwen 3.5 9B run on Radeon PRO W7700 16GB?
YES — Runs Great
Qwen 3.5 9B needs ~10.2 GB VRAM. Radeon PRO W7700 16GB has 16.0 GB. With Q4_K_M quantization, expect ~67 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
66.5 tok/s
TTFT
2909 ms
Safe context
58K
Memory
10.2 GB / 16.0 GB
Memory breakdown
See how fast it feels
What limits this setup
This setup is broadly balanced for this model.
No major red flags
This recommendation has enough memory headroom and acceptable estimated speed for the selected workload.
Best improvement path
Performance by workload
| Workload | Grade | Fit | Decode | TTFT | Context |
|---|---|---|---|---|---|
| Chat | S | Runs well | 66.5 tok/s | 1587 ms | 58K |
| Coding | S | Runs well | 66.5 tok/s | 2909 ms | 58K |
| Agentic Coding | S | Runs well | 66.5 tok/s | 4232 ms | 58K |
| Reasoning | S | Runs well | 66.5 tok/s | 3438 ms | 58K |
| RAG | S | Runs well | 66.5 tok/s | 5290 ms | 58K |
Quantization options
How Qwen 3.5 9B (9B params) fits at each quantization level on Radeon PRO W7700 16GB (16.0 GB usable).
| Quant | Bits | VRAM | Quality | Fit |
|---|---|---|---|---|
Q2_K | 2 | 3.5 GB | Low | S89 |
Q3_K_S | 3 | 4.4 GB | Low | S90 |
NVFP4 | 4 | 5.0 GB | Medium | S90 |
Q4_K_M | 4 | 5.5 GB | Medium | S91 |
Q5_K_M | 5 | 6.5 GB | High | S92 |
Q6_K | 6 | 7.4 GB | High | S93 |
Q8_0Best for your GPU | 8 | 9.6 GB | Very High | S93 |
F16 | 16 | 18.5 GB | Maximum | F0 |
Get started
Copy-paste commands to run Qwen 3.5 9B on your machine.
Run
ollama run qwen3.5:9b