Qwen3 48B A4B Savant Commander Distill 12X Closed Open Heretic Uncensored needs ~40.6 GB VRAM. Radeon Pro W7900 48GB has 48.0 GB. With Q4_K_M quantization, expect ~17 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
Tight fit
Decode
17.4 tok/s
TTFT
11120 ms
Safe context
37K
Memory
40.6 GB / 48.0 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 | 17.4 tok/s | 6066 ms | 37K |
| Coding | C | Tight fit | 17.4 tok/s | 11120 ms | 37K |
| Agentic Coding | C | Runs with offload | 17.4 tok/s | 16175 ms | 37K |
| Reasoning | C | Tight fit | 17.4 tok/s | 13142 ms | 37K |
| RAG | C | Runs with offload | 17.4 tok/s | 20218 ms | 37K |
How Qwen3 48B A4B Savant Commander Distill 12X Closed Open Heretic Uncensored (48B params) fits at each quantization level on Radeon Pro W7900 48GB (48.0 GB usable).
| Quant | Bits | VRAM | Quality | Fit |
|---|---|---|---|---|
Q2_K | 2 | 18.7 GB | Low | C46 |
Q3_K_S | 3 | 23.5 GB | Low | C48 |
NVFP4 | 4 | 26.9 GB | Medium | C48 |
Q4_K_M | 4 | 29.3 GB | Medium | C48 |
Q5_K_MBest for your GPU | 5 | 34.6 GB | High | C48 |
Q6_K | 6 | 39.4 GB | High | F0 |
Q8_0 | 8 | 51.4 GB | Very High | F0 |
F16 | 16 | 98.4 GB | Maximum | F0 |
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 start升级选项
Raises estimated decode speed by about 118%.
Adds memory headroom for longer context windows and future model growth.
~$10,000 MSRP
Raises estimated decode speed by about 628%.
Adds memory headroom for longer context windows and future model growth.
~$12,000 MSRP
Raises estimated decode speed by about 390%.
Adds memory headroom for longer context windows and future model growth.
~$15,000 MSRP
Yes, Radeon Pro W7900 48GB can run Qwen3 48B A4B Savant Commander Distill 12X Closed Open Heretic Uncensored with a C grade (Tight fit). Expected decode speed: 17.4 tok/s.
Qwen3 48B A4B Savant Commander Distill 12X Closed Open Heretic Uncensored (48B parameters) requires approximately 40.6 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 Radeon Pro W7900 48GB, Qwen3 48B A4B Savant Commander Distill 12X Closed Open Heretic Uncensored achieves approximately 17.4 tokens per second decode speed with a time-to-first-token of 11120ms using Q4_K_M quantization.
For coding workloads, Qwen3 48B A4B Savant Commander Distill 12X Closed Open Heretic Uncensored on Radeon Pro W7900 48GB receives a C grade with 17.4 tok/s and 37K context.
On Radeon Pro W7900 48GB, Qwen3 48B A4B Savant Commander Distill 12X Closed Open Heretic Uncensored can safely use up to 37K 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-radeon-pro-w7900-48gb" width="400" height="180" frameborder="0" style="border:none;border-radius:12px;overflow:hidden;" title="Will It Run AI — fit result"></iframe>
Preview: