Can it run?
Runs well
Using Q4_K_M in Ollama
Fit status
Runs well
Decode
157.0 tok/s
TTFT
1233 ms
Safe context
30K
Memory
25.4 GB / 48.0 GB
| Workload | Grade | Fit | Decode | TTFT | Context |
|---|---|---|---|---|---|
| Agentic Coding | C | Runs well | 157.0 tok/s | 1794 ms | 60K |
| Chat | C | Runs well | 157.0 tok/s | 673 ms | 15K |
| Coding | C | Runs well | 157.0 tok/s | 1233 ms | 30K |
| RAG | C | Runs well | 157.0 tok/s | 2242 ms | 60K |
| Reasoning | C | Runs well | 157.0 tok/s | 1458 ms | 30K |
How Qwen3-Coder 30B A3B Instruct (30.5B params) fits at each quantization level on RTX PRO 5000 Blackwell 48GB (48.0 GB usable).
| Quant | Bits | VRAM | Quality | Fit |
|---|---|---|---|---|
Q2_K | 2 | 11.9 GB | Low | D35 |
Q3_K_S | 3 | 14.9 GB | Low | D36 |
NVFP4 | 4 | 17.1 GB | Medium | D37 |
Q4_K_M | 4 | 18.6 GB | Medium | D38 |
Q5_K_M | 5 | 22.0 GB | High | D39 |
Q6_K | 6 | 25.0 GB | High | C41 |
Q8_0Best for your GPU | 8 | 32.6 GB | Very High | C44 |
F16 | 16 | 62.5 GB | Maximum | F0 |
ollama run qwen-3-coder-30b-a3bhuggingface-cli download qwen-3-coder-30b-a3b