VOOZH about

URL: https://willitrunai.com/can-run/qwen-3-14b-on-rtx-pro-6000-blackwell-96gb

⇱ Qwen 3 14B on RTX PRO 6000 Blackwell Workstation Edition 96…

Can Qwen 3 14B run on RTX PRO 6000 Blackwell Workstation Edition 96GB?

YES — Runs Great

S87Excellent
○Estimated from fit model

Qwen 3 14B needs ~21.8 GB VRAM. RTX PRO 6000 Blackwell Workstation Edition 96GB has 96.0 GB. With Q4_K_M quantization, expect ~190 tok/s.

Runtime: OllamaCapacity: RoomyBandwidth: HighStack: BasicBottleneck: Balanced
Share:

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) — 21.8 GB, 190.4 tok/s, Runs well
21.8 GB required96.0 GB available
23% VRAM used

Fit status

Runs well

Decode

190.4 tok/s

TTFT

1017 ms

Safe context

131K

Memory

21.8 GB / 96.0 GB

Memory breakdown

Weights8.5 GB
KV Cache2.4 GB
Runtime1.2 GB
Headroom9.6 GB

See how fast it feels

See how fast it feelsQwen 3 14B on RTX PRO 6000 Blackwell Workstation Edition 96GB
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: 190.4 tok/s decode · 1.0s TTFT (warm) · 476 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
ChatSRuns well190.4 tok/s555 ms131K
CodingSRuns well190.4 tok/s1017 ms131K
Agentic CodingSRuns well190.4 tok/s1479 ms131K
ReasoningSRuns well190.4 tok/s1202 ms131K
RAGSRuns well190.4 tok/s1849 ms131K

Quantization options

How Qwen 3 14B (14B params) fits at each quantization level on RTX PRO 6000 Blackwell Workstation Edition 96GB (96.0 GB usable).

QuantBitsVRAMQualityFit
Q2_K
2
5.5 GB
LowA80
Q3_K_S
3
6.9 GB
LowA80
NVFP4
4
7.8 GB
MediumA80
Q4_K_M
4
8.5 GB
MediumA80
Q5_K_M
5
10.1 GB
HighA80
Q6_K
6
11.5 GB
HighA80
Q8_0
8
15.0 GB
Very HighA81
F16Best for your GPU
16
28.7 GB
MaximumA82

Get started

Copy-paste commands to run Qwen 3 14B on your machine.

Run

ollama run qwen3

Your hardware

More models your RTX PRO 6000 Blackwell Workstation Edition 96GB can run

ModelParamsGradeDecodeCapabilities
👁 Mistral
Devstral 2 123B Instruct		123BS21.8 tok/s
👁 Alibaba
Qwen3-Coder 30B A3B Instruct		30.5BS227.6 tok/s
👁 Alibaba
Qwen 3.5 27B		27BS98.7 tok/s
👁 Alibaba
Qwen 3.6 27B		27BS99 tok/s
👁 Alibaba
Qwen 3.5 122B A10B		122BS60.5 tok/s

Frequently asked questions

See all results for RTX PRO 6000 Blackwell Workstation Edition 96GBSee all hardware for Qwen 3 14B