Part 8/12:
The Shaki Cloud infrastructure boasts over 16,000 GPU cards, following NVIDIA’s reference architecture—featuring high-speed interconnects like InfiniBand and fast storage—to support large-scale training and inference. The platform offers:
Bare-metal clusters and VMs: For raw compute, suitable for startups and researchers.
AI Labs and Workspaces: Enabling educational institutions and students to access high-end GPUs remotely, democratizing hands-on AI training.
Inference services: Pay-as-you-go models where users are billed per GPU second or token, ensuring cost-efficiency.
Model marketplaces: Rich ecosystems of open-source and optimized models like NVIDIA's NIMs, facilitating rapid development and deployment.