Qwen3 48B A4B Savant Commander Distill 12X Closed Open Heretic Uncensored needs ~54.9 GB VRAM. H100 NVL 188GB has 188.0 GB. With Q4_K_M quantization, expect ~216 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
215.8 tok/s
TTFT
897 ms
Safe context
395K
Memory
54.9 GB / 188.0 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 | 215.8 tok/s | 489 ms | 395K |
| Coding | C | Runs well | 215.8 tok/s | 897 ms | 395K |
| Agentic Coding | C | Runs well | 215.8 tok/s | 1305 ms | 395K |
| Reasoning | C | Runs well | 215.8 tok/s | 1060 ms | 395K |
| RAG | C | Runs well | 215.8 tok/s | 1631 ms | 395K |
How Qwen3 48B A4B Savant Commander Distill 12X Closed Open Heretic Uncensored (48B params) fits at each quantization level on H100 NVL 188GB (188.0 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 | 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 | C46 |
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, H100 NVL 188GB can run Qwen3 48B A4B Savant Commander Distill 12X Closed Open Heretic Uncensored with a C grade (Runs well). Expected decode speed: 215.8 tok/s.
Qwen3 48B A4B Savant Commander Distill 12X Closed Open Heretic Uncensored (48B parameters) requires approximately 54.9 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 H100 NVL 188GB, Qwen3 48B A4B Savant Commander Distill 12X Closed Open Heretic Uncensored achieves approximately 215.8 tokens per second decode speed with a time-to-first-token of 897ms using Q4_K_M quantization.
For coding workloads, Qwen3 48B A4B Savant Commander Distill 12X Closed Open Heretic Uncensored on H100 NVL 188GB receives a C grade with 215.8 tok/s and 395K context.
On H100 NVL 188GB, Qwen3 48B A4B Savant Commander Distill 12X Closed Open Heretic Uncensored can safely use up to 395K tokens of context. The model's official context limit is —, but available memory constrains the safe maximum.
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-h100-nvl-188gb" width="400" height="180" frameborder="0" style="border:none;border-radius:12px;overflow:hidden;" title="Will It Run AI — fit result"></iframe>
Preview: