Question 1

Can NVIDIA H100 PCIe 80GB run Qwen3 48B A4B Savant Commander Distill 12X Closed Open Heretic Uncensored?

Accepted Answer

Yes, NVIDIA H100 PCIe 80GB can run Qwen3 48B A4B Savant Commander Distill 12X Closed Open Heretic Uncensored with a C grade (Runs well). Expected decode speed: 49.2 tok/s.

Question 2

How much VRAM does Qwen3 48B A4B Savant Commander Distill 12X Closed Open Heretic Uncensored need?

Accepted Answer

Qwen3 48B A4B Savant Commander Distill 12X Closed Open Heretic Uncensored (48B parameters) requires approximately 46.0 GB of memory with Q4_K_M quantization.

Question 3

What is the best quantization for Qwen3 48B A4B Savant Commander Distill 12X Closed Open Heretic Uncensored?

Accepted Answer

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.

Workload	Grade	Fit	Decode	TTFT	Context
Agentic Coding	C	Runs well	57.4 tok/s	4908 ms	48K
Chat	C	Runs well	57.4 tok/s	1840 ms	15K
Coding	C	Runs well	49.2 tok/s	3937 ms	28K
RAG	C	Runs well	57.4 tok/s	6135 ms	48K
Reasoning	C	Runs well	57.4 tok/s	3988 ms	28K

Quant	Bits	VRAM	Quality	Fit
Q2_K	2	18.7 GB	Low	D34
Q3_K_S	3	23.5 GB	Low	D35
NVFP4	4

Can NVIDIA H100 PCIe 80GB run Qwen3 48B A4B Savant Commander Distill 12X Closed Open Heretic Uncensored?

Memory breakdown

Performance by workload

Quantization options

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