Qwen3 48B A4B Savant Commander Distill 12X Closed Open Heretic Uncensored needs ~54.1 GB VRAM. NVIDIA B200 180GB has 180.0 GB. With Q4_K_M quantization, expect ~230 tok/s.
Operating mode
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
229.5 tok/s
TTFT
844 ms
Safe context
374K
Memory
54.1 GB / 180.0 GB
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.
| Workload | Grade | Fit | Decode | TTFT | Context |
|---|---|---|---|---|---|
| Chat | C | Runs well | 229.5 tok/s | 460 ms | 374K |
| Coding | C | Runs well | 229.5 tok/s | 844 ms | 374K |
| Agentic Coding | C | Runs well | 229.5 tok/s | 1227 ms | 374K |
| Reasoning | C | Runs well | 229.5 tok/s | 997 ms | 374K |
| RAG | C | Runs well | 229.5 tok/s | 1534 ms | 374K |
How Qwen3 48B A4B Savant Commander Distill 12X Closed Open Heretic Uncensored (48B params) fits at each quantization level on NVIDIA B200 180GB (180.0 GB usable).
| Quant | Bits | VRAM | Quality | Fit |
|---|---|---|---|---|
Q2_K | 2 | 18.7 GB | Low | D37 |
Q3_K_S | 3 | 23.5 GB | Low | D38 |
NVFP4 |
Copy-paste commands to run Qwen3 48B A4B Savant Commander Distill 12X Closed Open Heretic Uncensored on your machine.
Run
lms load hf-davidau--qwen3-48b-a4b-savant-commander-distill-12x-closed-open-heretic-uncensored-gguf && lms server startYes, NVIDIA B200 180GB can run Qwen3 48B A4B Savant Commander Distill 12X Closed Open Heretic Uncensored with a C grade (Runs well). Expected decode speed: 229.5 tok/s.
Qwen3 48B A4B Savant Commander Distill 12X Closed Open Heretic Uncensored (48B parameters) requires approximately 54.1 GB of memory with Q4_K_M quantization.
The recommended quantization for Qwen3 48B A4B Savant Commander Distill 12X Closed Open Heretic Uncensored is Q4_K_M, which balances quality and memory efficiency.
On NVIDIA B200 180GB, Qwen3 48B A4B Savant Commander Distill 12X Closed Open Heretic Uncensored achieves approximately 229.5 tokens per second decode speed with a time-to-first-token of 844ms using Q4_K_M quantization.
For coding workloads, Qwen3 48B A4B Savant Commander Distill 12X Closed Open Heretic Uncensored on NVIDIA B200 180GB receives a C grade with 229.5 tok/s and 374K context.
Paste this snippet into any page to show a live fit card.
<iframe src="https://willitrunai.com/embed/hf-davidau--qwen3-48b-a4b-savant-commander-distill-12x-closed-open-heretic-uncensored-gguf-on-b200-180gb" width="400" height="180" frameborder="0" style="border:none;border-radius:12px;overflow:hidden;" title="Will It Run AI — fit result"></iframe>
Preview:
| 4 |
26.9 GB |
| Medium |
| D38 |
Q4_K_M | 4 | 29.3 GB | Medium | D39 |
Q5_K_M | 5 | 34.6 GB | High | D39 |
Q6_K | 6 | 39.4 GB | High | D40 |
Q8_0 | 8 | 51.4 GB | Very High | C41 |
F16Best for your GPU | 16 | 98.4 GB | Maximum | C47 |
On NVIDIA B200 180GB, Qwen3 48B A4B Savant Commander Distill 12X Closed Open Heretic Uncensored can safely use up to 374K tokens of context. The model's official context limit is —, but available memory constrains the safe maximum.