Qwen3 48B A4B Savant Commander Distill 12X Closed Open Heretic Uncensored needs ~39.8 GB VRAM. NVIDIA A100 40GB has 40.0 GB. With Q4_K_M quantization, expect ~45 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 with offload
Decode
44.6 tok/s
TTFT
4340 ms
Safe context
17K
Memory
39.8 GB / 40.0 GB
This setup is broadly balanced for this model.
Very little memory headroom
You can run the model, but there is not much room left for longer context, bigger batches, extra apps, or future model updates.
Buy headroom, not only minimum fit
A slightly larger memory tier gives you safer context growth and makes the recommendation more future-proof.
| Workload | Grade | Fit | Decode | TTFT | Context |
|---|---|---|---|---|---|
| Chat | C | Tight fit | 44.6 tok/s | 2367 ms | 17K |
| Coding | C | Runs with offload | 44.6 tok/s | 4340 ms | 17K |
| Agentic Coding | D | Very compromised (needs ~3.5 GB host RAM) | 25.6 tok/s | 11003 ms | 17K |
| Reasoning | C | Runs with offload | 44.6 tok/s | 5129 ms | 17K |
| RAG | D | Very compromised (needs ~3.5 GB host RAM) | 25.6 tok/s | 13753 ms | 17K |
How Qwen3 48B A4B Savant Commander Distill 12X Closed Open Heretic Uncensored (48B params) fits at each quantization level on NVIDIA A100 40GB (40.0 GB usable).
| Quant | Bits | VRAM | Quality | Fit |
|---|---|---|---|---|
Q2_K | 2 | 18.7 GB | Low | C48 |
Q3_K_S | 3 | 23.5 GB | Low | C48 |
NVFP4 | 4 | 26.9 GB | Medium | C48 |
Q4_K_MBest for your GPU | 4 | 29.3 GB | Medium | C48 |
Q5_K_M | 5 | 34.6 GB | High | F0 |
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 startOpciones de mejora
NVIDIA H20 96GBOpción económicaSube la velocidad estimada de decodificación alrededor de un 148%.
Añade margen de memoria para más contexto y para que el modelo envejezca mejor.
~$12,000 MSRP
NVIDIA A100 80GBMejor relación calidad-precioSube la velocidad estimada de decodificación alrededor de un 31%.
Añade margen de memoria para más contexto y para que el modelo envejezca mejor.
~$15,000 MSRP
NVIDIA A800 80GBMejora NVIDIAAñade margen de memoria para más contexto y para que el modelo envejezca mejor.
~$15,000 MSRP
Yes, NVIDIA A100 40GB can run Qwen3 48B A4B Savant Commander Distill 12X Closed Open Heretic Uncensored with a C grade (Runs with offload). Expected decode speed: 44.6 tok/s.
Qwen3 48B A4B Savant Commander Distill 12X Closed Open Heretic Uncensored (48B parameters) requires approximately 39.8 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 A100 40GB, Qwen3 48B A4B Savant Commander Distill 12X Closed Open Heretic Uncensored achieves approximately 44.6 tokens per second decode speed with a time-to-first-token of 4340ms using Q4_K_M quantization.
For coding workloads, Qwen3 48B A4B Savant Commander Distill 12X Closed Open Heretic Uncensored on NVIDIA A100 40GB receives a C grade with 44.6 tok/s and 17K context.
On NVIDIA A100 40GB, Qwen3 48B A4B Savant Commander Distill 12X Closed Open Heretic Uncensored can safely use up to 17K tokens of context. The model's official context limit is —, but available memory constrains the safe maximum.
Buy headroom, not only minimum fit. A slightly larger memory tier gives you safer context growth and makes the recommendation more future-proof.
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-a100-40gb" width="400" height="180" frameborder="0" style="border:none;border-radius:12px;overflow:hidden;" title="Will It Run AI — fit result"></iframe>
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