From Core Logic to High-Performance Computing Hardware
Build a precise compute assessment plan based on model scale and expected concurrency.
Design topology architecture with NVLink and InfiniBand high-speed interconnect planning.
Complete efficient full-system burn-in testing and high-quality hardware delivery.
Pre-install CUDA and PyTorch environments for an out-of-the-box development experience.
Perform deep VRAM and inference optimization for Llama and DeepSeek-class workloads.
| Computing Unit | Topology | Target Task |
|---|---|---|
| NVIDIA H100 8-GPU Cluster | 900GB/s NVLink 4.0 | Ultra-large LLM training / 100B+ parameter inference |
| NVIDIA H200 Liquid Cooling | 600GB/s NVLink 3.0 | Research parallel computing / industrial-scale vision workloads |
| NVIDIA RTX 5090 Hybrid Cluster | PCIe Gen5 + optional NVLink bridge + 400G RoCE networking | Cost-efficient fine-tuning / multimodal inference / AI rendering pipelines |
From requirement discovery to production rollout, we provide integrated delivery across architecture, hardware, software environment, and operations.
Call us:+65 91695880
E-mail us: kary@aifuturesg.com