Will It Run AI

Can Nous Hermes 1.0 run on RTX PRO 5000 Blackwell 48GB?

YES — Runs Great

A73Great
Estimated from fit model

Nous Hermes 1.0 needs ~23.7 GB VRAM. RTX PRO 5000 Blackwell 48GB has 48.0 GB. With Q4_K_M quantization, expect ~126 tok/s.

Runtime: OllamaCapacity: RoomyBandwidth: HighStack: 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) — 23.7 GB, 126.0 tok/s, Runs well
23.7 GB required48.0 GB available
49% VRAM used

Fit status

Runs well

Decode

126.0 tok/s

TTFT

1537 ms

Safe context

16K

Memory

23.7 GB / 48.0 GB

Memory breakdown

Weights5.5 GB
KV Cache12.2 GB
Runtime1.2 GB
Headroom4.8 GB

See how fast it feels

See how fast it feelsNous Hermes 1.0 on RTX PRO 5000 Blackwell 48GB
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: 126.0 tok/s decode · 1.5s TTFT (warm) · 315 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
ChatARuns well126.0 tok/s838 ms16K
CodingARuns well126.0 tok/s1537 ms16K
Agentic CodingARuns well126.0 tok/s2235 ms16K
ReasoningARuns well126.0 tok/s1816 ms16K
RAGARuns well126.0 tok/s2794 ms16K

Quantization options

How Nous Hermes 1.0 (9B params) fits at each quantization level on RTX PRO 5000 Blackwell 48GB (48.0 GB usable).

QuantBitsVRAMQualityFit
Q2_K
2
3.5 GB
LowB62
Q3_K_S
3
4.4 GB
LowB62
NVFP4
4
5.0 GB
MediumB62
Q4_K_M
4
5.5 GB
MediumB62
Q5_K_M
5
6.5 GB
HighB63
Q6_K
6
7.4 GB
HighB63
Q8_0
8
9.6 GB
Very HighB63
F16Best for your GPU
16
18.5 GB
MaximumB66

Get started

Copy-paste commands to run Nous Hermes 1.0 on your machine.

Run

lms load Nous-Hermes-1.0 && lms server start

Your hardware

More models your RTX PRO 5000 Blackwell 48GB can run

ModelParamsGradeDecodeCapabilities
AlibabaQwen3-Coder 30B A3B Instruct30.5BS170.7 tok/s
AlibabaQwen 3.5 27B27BS74 tok/s
AlibabaQwen 3.6 27B27BS74.3 tok/s
AlibabaQwen 3.6 35B A3B35BS143.5 tok/s
AlibabaQwen3-VL 30B A3B Instruct30BS176.6 tok/s

Frequently asked questions

Can RTX PRO 5000 Blackwell 48GB run Nous Hermes 1.0?

Yes, RTX PRO 5000 Blackwell 48GB can run Nous Hermes 1.0 with a A grade (Runs well). Expected decode speed: 126.0 tok/s.

How much VRAM does Nous Hermes 1.0 need?

Nous Hermes 1.0 (9B parameters) requires approximately 23.7 GB of memory with Q4_K_M quantization.

What is the best quantization for Nous Hermes 1.0?

The recommended quantization for Nous Hermes 1.0 is Q4_K_M, which balances quality and memory efficiency.

What speed will Nous Hermes 1.0 run at on RTX PRO 5000 Blackwell 48GB?

On RTX PRO 5000 Blackwell 48GB, Nous Hermes 1.0 achieves approximately 126.0 tokens per second decode speed with a time-to-first-token of 1537ms using Q4_K_M quantization.

Can RTX PRO 5000 Blackwell 48GB run Nous Hermes 1.0 for coding?

For coding workloads, Nous Hermes 1.0 on RTX PRO 5000 Blackwell 48GB receives a A grade with 126.0 tok/s and 16K context.

What context window can Nous Hermes 1.0 use on RTX PRO 5000 Blackwell 48GB?

On RTX PRO 5000 Blackwell 48GB, Nous Hermes 1.0 can safely use up to 16K tokens of context. The model's official context limit is 16K, but available memory constrains the safe maximum.

See all results for RTX PRO 5000 Blackwell 48GBSee all hardware for Nous Hermes 1.0
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