Can Hermes 4.3 36B run on NVIDIA H200 PCIe 141GB?

YES — Runs Great

C48Usable

Estimated from fit model

Hermes 4.3 36B needs ~41.5 GB VRAM. NVIDIA H200 PCIe 141GB has 141.0 GB. With Q4_K_M quantization, expect ~184 tok/s.

Runtime: OllamaCapacity: RoomyBandwidth: HighStack: BasicBottleneck: Balanced

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) — 41.5 GB, 183.6 tok/s, Runs well

41.5 GB required141.0 GB available

29% VRAM used

Fit status

Runs well

Decode

183.6 tok/s

TTFT

1054 ms

Safe context

393K

Memory

41.5 GB / 141.0 GB

Memory breakdown

Weights22.0 GB

KV Cache4.2 GB

Runtime1.2 GB

Headroom14.1 GB

See how fast it feels

See how fast it feelsHermes 4.3 36B on NVIDIA H200 PCIe 141GB
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: 183.6 tok/s decode · 1.1s TTFT (warm) · 459 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

Workload	Grade	Fit	Decode	TTFT	Context
Chat	C	Runs well	183.6 tok/s	575 ms	393K
Coding	C	Runs well	183.6 tok/s	1054 ms	393K
Agentic Coding	C	Runs well	183.6 tok/s	1534 ms	393K
Reasoning	C	Runs well	183.6 tok/s	1246 ms	393K
RAG	C	Runs well	183.6 tok/s	1917 ms	393K

Quantization options

How Hermes 4.3 36B (36B params) fits at each quantization level on NVIDIA H200 PCIe 141GB (141.0 GB usable).

Quant	Bits	VRAM	Quality	Fit
Q2_K	2	14.0 GB	Low	D38
Q3_K_S	3	17.6 GB	Low	D38
NVFP4	4	20.2 GB	Medium	D39
Q4_K_M	4	22.0 GB	Medium	D39
Q5_K_M	5	25.9 GB	High	D39
Q6_K	6	29.5 GB	High	D40
Q8_0	8	38.5 GB	Very High	C41
F16Best for your GPU	16	73.8 GB	Maximum	C46

Get started

Copy-paste commands to run Hermes 4.3 36B on your machine.

Run

lms load hf-nousresearch--hermes-4-3-36b-gguf && lms server start

Frequently asked questions

Can NVIDIA H200 PCIe 141GB run Hermes 4.3 36B?

Yes, NVIDIA H200 PCIe 141GB can run Hermes 4.3 36B with a C grade (Runs well). Expected decode speed: 183.6 tok/s.

How much VRAM does Hermes 4.3 36B need?

Hermes 4.3 36B (36B parameters) requires approximately 41.5 GB of memory with Q4_K_M quantization.

What is the best quantization for Hermes 4.3 36B?

The recommended quantization for Hermes 4.3 36B is Q4_K_M, which balances quality and memory efficiency.

What speed will Hermes 4.3 36B run at on NVIDIA H200 PCIe 141GB?

On NVIDIA H200 PCIe 141GB, Hermes 4.3 36B achieves approximately 183.6 tokens per second decode speed with a time-to-first-token of 1054ms using Q4_K_M quantization.

Can NVIDIA H200 PCIe 141GB run Hermes 4.3 36B for coding?

For coding workloads, Hermes 4.3 36B on NVIDIA H200 PCIe 141GB receives a C grade with 183.6 tok/s and 393K context.

What context window can Hermes 4.3 36B use on NVIDIA H200 PCIe 141GB?

On NVIDIA H200 PCIe 141GB, Hermes 4.3 36B can safely use up to 393K tokens of context. The model's official context limit is —, but available memory constrains the safe maximum.

See all results for NVIDIA H200 PCIe 141GB See all hardware for Hermes 4.3 36B

Embed this result▼

Paste this snippet into any page to show a live fit card.

<iframe src="https://willitrunai.com/embed/hf-nousresearch--hermes-4-3-36b-gguf-on-h200-pcie-141gb" width="400" height="180" frameborder="0" style="border:none;border-radius:12px;overflow:hidden;" title="Will It Run AI — fit result"></iframe>

Preview:

Workload

Grade

Fit

Decode

TTFT

Context

Chat

Runs well

183.6 tok/s

575 ms

393K

Coding

Runs well

183.6 tok/s

1054 ms

393K

Agentic Coding

Runs well

183.6 tok/s

1534 ms

393K

Reasoning

Runs well

183.6 tok/s

1246 ms

393K

RAG

Runs well

183.6 tok/s

1917 ms

393K

Quantization options

How Hermes 4.3 36B (36B params) fits at each quantization level on NVIDIA H200 PCIe 141GB (141.0 GB usable).

Quant	Bits	VRAM	Quality	Fit
Q2_K	2	14.0 GB	Low	D38
Q3_K_S	3	17.6 GB	Low	D38
NVFP4	4	20.2 GB	Medium	D39
Q4_K_M	4	22.0 GB	Medium	D39
Q5_K_M	5	25.9 GB	High	D39
Q6_K	6	29.5 GB	High	D40
Q8_0	8	38.5 GB	Very High	C41
F16Best for your GPU	16	73.8 GB	Maximum	C46

Frequently asked questions

Can NVIDIA H200 PCIe 141GB run Hermes 4.3 36B?

Yes, NVIDIA H200 PCIe 141GB can run Hermes 4.3 36B with a C grade (Runs well). Expected decode speed: 183.6 tok/s.

How much VRAM does Hermes 4.3 36B need?

Hermes 4.3 36B (36B parameters) requires approximately 41.5 GB of memory with Q4_K_M quantization.

What is the best quantization for Hermes 4.3 36B?

The recommended quantization for Hermes 4.3 36B is Q4_K_M, which balances quality and memory efficiency.

What speed will Hermes 4.3 36B run at on NVIDIA H200 PCIe 141GB?

On NVIDIA H200 PCIe 141GB, Hermes 4.3 36B achieves approximately 183.6 tokens per second decode speed with a time-to-first-token of 1054ms using Q4_K_M quantization.

Can NVIDIA H200 PCIe 141GB run Hermes 4.3 36B for coding?

For coding workloads, Hermes 4.3 36B on NVIDIA H200 PCIe 141GB receives a C grade with 183.6 tok/s and 393K context.

What context window can Hermes 4.3 36B use on NVIDIA H200 PCIe 141GB?

On NVIDIA H200 PCIe 141GB, Hermes 4.3 36B can safely use up to 393K tokens of context. The model's official context limit is —, but available memory constrains the safe maximum.