Building a Scalable AI Infrastructure: Kubernetes, NVIDIA GPUs, and Beyond
The journey to creating a scalable and efficient AI infrastructure is fraught with challenges, particularly when dealing with GPU-optimized models for text, image, and audio generation. This blog delves into our experience of building a scalable multi-tenant AI system, emphasizing the management of GPU resources, virtualization, queue structuring, and the...