Will It Run AI

Can Qwen3 48B A4B Savant Commander Distill 12X Closed Open Heretic Uncensored run on NVIDIA A16 64GB?

YES — Runs Great

C50Usable
Estimated from fit model

Qwen3 48B A4B Savant Commander Distill 12X Closed Open Heretic Uncensored needs ~42.5 GB VRAM. NVIDIA A16 64GB has 64.0 GB. With Q4_K_M quantization, expect ~16 tok/s.

Runtime: OllamaCapacity: RoomyBandwidth: MediumStack: BasicBottleneck: Balanced
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Operating mode

Choose the run profile you care about

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.

Capabilities:

Select quantization to explore

Q4_K_M (Medium quality) — 42.5 GB, 16.0 tok/s, Runs well
42.5 GB required64.0 GB available
66% VRAM used

Fit status

Runs well

Decode

16.0 tok/s

TTFT

12112 ms

Safe context

77K

Memory

42.5 GB / 64.0 GB

Memory breakdown

Weights29.3 GB
KV Cache5.6 GB
Runtime1.2 GB
Headroom6.4 GB

See how fast it feels

See how fast it feelsQwen3 48B A4B Savant Commander Distill 12X Closed Open Heretic Uncensored on NVIDIA A16 64GB
1st promptCold start — includes initialization
>Solve: If a train travels at 60 mph for 2.5 hours, how far does it go?
Let me work through this step by step. Given information: - Speed = 60 mph (miles per hour) - Time = 2.5 hours Formula: Distance = Speed x Time Calculation: Distance = 60 mph x 2.5 h = 150 miles The train travels 150 miles. Double-check: at 60 mph the train covers 60 miles each hour. In half an hour it covers 30 miles. So in 2.5 hours: 60 + 60 + 30 = 150 miles. Confirmed.
2nd promptWarm — model ready, no init overhead
>What if the train stops for 20 minutes halfway?
The stop doesn't change the total distance covered while moving, but it affects total trip time. Breakdown: - First half: 1.25 hours at 60 mph = 75 miles - Stop: 20 minutes (no distance) - Second half: 1.25 hours at 60 mph = 75 miles Total distance: 150 miles (same) Total time: 2.5 h + 0.33 h = 2.83 hours Average speed: 150 / 2.83 = 53 mph The distance stays the same but average speed drops to 53 mph because of the stop.
Estimated: 16.0 tok/s decode · 12.1s TTFT (warm) · 40 tok/s prefill

What limits this setup

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.

Best improvement path

Performance by workload

WorkloadGradeFitDecodeTTFTContext
ChatCRuns well16.0 tok/s6607 ms77K
CodingCRuns well16.0 tok/s12112 ms77K
Agentic CodingCRuns well16.0 tok/s17618 ms77K
ReasoningCRuns well16.0 tok/s14315 ms77K
RAGCRuns well16.0 tok/s22023 ms77K

Quantization options

How Qwen3 48B A4B Savant Commander Distill 12X Closed Open Heretic Uncensored (48B params) fits at each quantization level on NVIDIA A16 64GB (64.0 GB usable).

QuantBitsVRAMQualityFit
Q2_K
2
18.7 GB
LowC43
Q3_K_S
3
23.5 GB
LowC44
NVFP4
4
26.9 GB
MediumC45
Q4_K_M
4
29.3 GB
MediumC46
Q5_K_M
5
34.6 GB
HighC48
Q6_K
6
39.4 GB
HighC48
Q8_0Best for your GPU
8
51.4 GB
Very HighC48
F16
16
98.4 GB
MaximumF0

Get started

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

能流畅运行 Qwen3 48B A4B Savant Commander Distill 12X Closed Open Heretic Uncensored 的硬件

NVIDIANVIDIA H20 96GB经济之选
96 GB VRAM (+32)4000 GB/s (+3400)
C
Raises estimated decode speed by about 592%.110.7 tok/s 解码

Raises estimated decode speed by about 592%.

Adds memory headroom for longer context windows and future model growth.

~$12,000 MSRP

NVIDIANVIDIA A100 80GB最佳性价比
80 GB VRAM (+16)2039 GB/s (+1439)
C
Raises estimated decode speed by about 266%.58.5 tok/s 解码

Raises estimated decode speed by about 266%.

Adds memory headroom for longer context windows and future model growth.

~$15,000 MSRP

NVIDIANVIDIA A800 80GBNVIDIA 升级
80 GB VRAM (+16)1935 GB/s (+1335)
C
Raises estimated decode speed by about 222%.51.5 tok/s 解码

Raises estimated decode speed by about 222%.

Adds memory headroom for longer context windows and future model growth.

~$15,000 MSRP

Frequently asked questions

Can NVIDIA A16 64GB run Qwen3 48B A4B Savant Commander Distill 12X Closed Open Heretic Uncensored?

Yes, NVIDIA A16 64GB can run Qwen3 48B A4B Savant Commander Distill 12X Closed Open Heretic Uncensored with a C grade (Runs well). Expected decode speed: 16.0 tok/s.

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

Qwen3 48B A4B Savant Commander Distill 12X Closed Open Heretic Uncensored (48B parameters) requires approximately 42.5 GB of memory with Q4_K_M quantization.

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

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.

What speed will Qwen3 48B A4B Savant Commander Distill 12X Closed Open Heretic Uncensored run at on NVIDIA A16 64GB?

On NVIDIA A16 64GB, Qwen3 48B A4B Savant Commander Distill 12X Closed Open Heretic Uncensored achieves approximately 16.0 tokens per second decode speed with a time-to-first-token of 12112ms using Q4_K_M quantization.

Can NVIDIA A16 64GB run Qwen3 48B A4B Savant Commander Distill 12X Closed Open Heretic Uncensored for coding?

For coding workloads, Qwen3 48B A4B Savant Commander Distill 12X Closed Open Heretic Uncensored on NVIDIA A16 64GB receives a C grade with 16.0 tok/s and 77K context.

What context window can Qwen3 48B A4B Savant Commander Distill 12X Closed Open Heretic Uncensored use on NVIDIA A16 64GB?

On NVIDIA A16 64GB, Qwen3 48B A4B Savant Commander Distill 12X Closed Open Heretic Uncensored can safely use up to 77K tokens of context. The model's official context limit is —, but available memory constrains the safe maximum.

See all results for NVIDIA A16 64GBSee all hardware for Qwen3 48B A4B Savant Commander Distill 12X Closed Open Heretic Uncensored
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