Qwen3 48B A4B Savant Commander Distill 12X Closed Open Heretic Uncensored needs ~61.4 GB VRAM. AMD Instinct MI325X 256GB has 256.0 GB. With Q4_K_M quantization, expect ~150 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
149.6 tok/s
TTFT
1294 ms
Safe context
570K
Memory
61.4 GB / 256.0 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 | 149.6 tok/s | 706 ms | 570K |
| Coding | C | Runs well | 149.6 tok/s | 1294 ms | 570K |
| Agentic Coding | C | Runs well | 149.6 tok/s | 1882 ms | 570K |
| Reasoning | C | Runs well | 149.6 tok/s | 1530 ms | 570K |
| RAG | C | Runs well | 149.6 tok/s | 2353 ms | 570K |
How Qwen3 48B A4B Savant Commander Distill 12X Closed Open Heretic Uncensored (48B params) fits at each quantization level on AMD Instinct MI325X 256GB (256.0 GB usable).
| Quant | Bits | VRAM | Quality | Fit |
|---|---|---|---|---|
Q2_K | 2 | 18.7 GB | Low | D37 |
Q3_K_S | 3 | 23.5 GB | Low | D37 |
NVFP4 | 4 | 26.9 GB | Medium | D37 |
Q4_K_M | 4 | 29.3 GB | Medium | D38 |
Q5_K_M | 5 | 34.6 GB | High | D38 |
Q6_K | 6 | 39.4 GB | High | D38 |
Q8_0 | 8 | 51.4 GB | Very High | D39 |
F16Best for your GPU | 16 | 98.4 GB | Maximum | C43 |
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, AMD Instinct MI325X 256GB can run Qwen3 48B A4B Savant Commander Distill 12X Closed Open Heretic Uncensored with a C grade (Runs well). Expected decode speed: 149.6 tok/s.
Qwen3 48B A4B Savant Commander Distill 12X Closed Open Heretic Uncensored (48B parameters) requires approximately 61.4 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 AMD Instinct MI325X 256GB, Qwen3 48B A4B Savant Commander Distill 12X Closed Open Heretic Uncensored achieves approximately 149.6 tokens per second decode speed with a time-to-first-token of 1294ms using Q4_K_M quantization.
For coding workloads, Qwen3 48B A4B Savant Commander Distill 12X Closed Open Heretic Uncensored on AMD Instinct MI325X 256GB receives a C grade with 149.6 tok/s and 570K context.
On AMD Instinct MI325X 256GB, Qwen3 48B A4B Savant Commander Distill 12X Closed Open Heretic Uncensored can safely use up to 570K 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-instinct-mi325x-256gb" width="400" height="180" frameborder="0" style="border:none;border-radius:12px;overflow:hidden;" title="Will It Run AI — fit result"></iframe>
Preview: