Updated September 2026

2× NVIDIA A40 NVLink 96GB Configuration to run the model across two devices · Total memory 96GB

Enterprise dual workstation configuration with 2× 48GB ECC VRAM (96GB combined, 1,392 GB/s combined local bandwidth) and NVLink (112.5 GB/s). Runs 70B to 120B models with tensor parallelism.

Speed and memory for the same model

2× A40 96GB (NVLink) · Qwen3.8 27B · local LLM speed and memory: Prompt processing · prefill 571–1,310 tok/s · Token generation · decode 42.7–58.6 tok/s; Required 17.56GB / Usable 92GB VRAM
4,096 input tokens · single request · prompt cache off

Hardware core specifications

Available memory
92GB
Memory bandwidth
1392GB/s
Estimated sustained LLM load
About 700W
Korean price range (KRW)
1,260 × KRW 10,000–1,260 × KRW 10,000

Who it fits

  • Utilize 92GB of available memory
  • Two-Device Distributed Inference
  • GLM-5.3-Flash (MoE) model comparison

Skip it if

Even if you connect two devices, the memories are not automatically merged into one. Distributed runtime support and interconnect bottlenecks must be checked together.

Recommended format for each device 4K input

The model you will experience with this equipment

K2 Horizon 0.9B

Required 1.03GB · spare time

llama.cpp CUDA · Q4_K_M · GPU split into 2 pieces

Decode

1285.9 ~ 1765 tok/s

First token

0.19 to 0.44 seconds

GLM-5.3-Flash (MoE)

recommended

Required 190.21GB · tight

llama.cpp CUDA · Q4_K_M · GPU split into 2 pieces

Decode

3.4 ~ 3.4 tok/s

First token

6.3 to 14.0 seconds

speed tuning

Actual speed varies with runtime version, cooling, context length and quantization file.

On sales pages, look at memory before chips.

The model and speed assumptions above change if the product is not the 96GB configuration.

Frequently asked questions

What LLM can be run locally using 2× A40 96GB (NVLink)?
K2 Horizon 0.9B, GLM-5.3-Flash (MoE) and others with a 4K input and the recommended format. Required memory varies by model and context length.
What is the power consumption of a local LLM using 2× A40 96GB (NVLink)?
Sustained load is about 700 W, with an actual range of 550–850 W.
Are the displayed token speeds ground truth?
This is a range aligned to collected benchmark measurements under the same conditions. Combinations without a matching measurement are estimated from the nearest result and vary with runtime, cooling, quantization file and context length.