Qwen3 48B A4B Savant Commander Distill 12X Closed Open Heretic Uncensored needs ~45.7 GB VRAM. NVIDIA H20 96GB has 96.0 GB. With Q4_K_M quantization, expect ~111 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
110.7 tok/s
TTFT
1750 ms
Safe context
159K
Memory
45.7 GB / 96.0 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 | 110.7 tok/s | 954 ms | 159K |
| Coding | C | Runs well | 110.7 tok/s | 1750 ms | 159K |
| Agentic Coding | C | Runs well | 110.7 tok/s | 2545 ms | 159K |
| Reasoning | C | Runs well | 110.7 tok/s | 2068 ms | 159K |
| RAG | C | Runs well | 110.7 tok/s | 3181 ms | 159K |
How Qwen3 48B A4B Savant Commander Distill 12X Closed Open Heretic Uncensored (48B params) fits at each quantization level on NVIDIA H20 96GB (96.0 GB usable).
| Quant | Bits | VRAM | Quality | Fit |
|---|---|---|---|---|
Q2_K | 2 | 18.7 GB | Low | C40 |
Q3_K_S | 3 | 23.5 GB | Low | C41 |
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 H20 96GB can run Qwen3 48B A4B Savant Commander Distill 12X Closed Open Heretic Uncensored with a C grade (Runs well). Expected decode speed: 110.7 tok/s.
Qwen3 48B A4B Savant Commander Distill 12X Closed Open Heretic Uncensored (48B parameters) requires approximately 45.7 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 H20 96GB, Qwen3 48B A4B Savant Commander Distill 12X Closed Open Heretic Uncensored achieves approximately 110.7 tokens per second decode speed with a time-to-first-token of 1750ms using Q4_K_M quantization.
For coding workloads, Qwen3 48B A4B Savant Commander Distill 12X Closed Open Heretic Uncensored on NVIDIA H20 96GB receives a C grade with 110.7 tok/s and 159K 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-h20-96gb" 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 |
| C42 |
Q4_K_M | 4 | 29.3 GB | Medium | C42 |
Q5_K_M | 5 | 34.6 GB | High | C43 |
Q6_K | 6 | 39.4 GB | High | C44 |
Q8_0Best for your GPU | 8 | 51.4 GB | Very High | C47 |
F16 | 16 | 98.4 GB | Maximum | F0 |
On NVIDIA H20 96GB, Qwen3 48B A4B Savant Commander Distill 12X Closed Open Heretic Uncensored can safely use up to 159K tokens of context. The model's official context limit is —, but available memory constrains the safe maximum.