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URL: https://willitrunai.com/can-run/nous-hermes-1.0-on-a16-64gb

⇱ Nous Hermes 1.0 on NVIDIA A16 64GB? YES


Can Nous Hermes 1.0 run on NVIDIA A16 64GB?

YES — Runs Great

A71Great
Estimated from fit model

Nous Hermes 1.0 needs ~25.3 GB VRAM. NVIDIA A16 64GB has 64.0 GB. With Q4_K_M quantization, expect ~85 tok/s.

Runtime: OllamaCapacity: RoomyBandwidth: MediumStack: 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) — 25.3 GB, 85.2 tok/s, Runs well
25.3 GB required64.0 GB available
40% VRAM used

Fit status

Runs well

Decode

85.2 tok/s

TTFT

2271 ms

Safe context

16K

Memory

25.3 GB / 64.0 GB

Memory breakdown

Weights5.5 GB
KV Cache12.2 GB
Runtime1.2 GB
Headroom6.4 GB

See how fast it feels

See how fast it feelsNous Hermes 1.0 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: 85.2 tok/s decode · 2.3s TTFT (warm) · 213 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
ChatBRuns well85.2 tok/s1239 ms16K
CodingARuns well85.2 tok/s2271 ms16K
Agentic CodingARuns well85.2 tok/s3303 ms16K
ReasoningARuns well85.2 tok/s2684 ms16K
RAGARuns well85.2 tok/s4129 ms16K

Quantization options

How Nous Hermes 1.0 (9B params) fits at each quantization level on NVIDIA A16 64GB (64.0 GB usable).

QuantBitsVRAMQualityFit
Q2_K
2
3.5 GB
LowB61
Q3_K_S
3
4.4 GB
LowB61
NVFP4
4
5.0 GB
MediumB61
Q4_K_M
4
5.5 GB
MediumB61
Q5_K_M
5
6.5 GB
HighB61
Q6_K
6
7.4 GB
HighB61
Q8_0
8
9.6 GB
Very HighB62
F16Best for your GPU
16
18.5 GB
MaximumB64

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 NVIDIA A16 64GB can run

ModelParamsGradeDecodeCapabilities
👁 Alibaba
Qwen3-Coder 30B A3B Instruct
30.5BS70.8 tok/s
👁 Alibaba
Qwen 3.5 27B
27BS30.7 tok/s
👁 Alibaba
Qwen 3.6 27B
27BS30.8 tok/s
👁 Alibaba
Qwen 3.6 35B A3B
35BS59.5 tok/s
👁 Alibaba
Qwen3-VL 30B A3B Instruct
30BS73.2 tok/s

Frequently asked questions

See all results for NVIDIA A16 64GBSee all hardware for Nous Hermes 1.0