The deployment of NVIDIA BioNeMo Large Language Model (LLM) on Oracle Cloud Infrastructure (OCI) with NVIDIA Inference Microservices represents a significant advancement in the application of artificial intelligence in biotechnology.This paper discusses the integration process, emphasizing the seamless scalability and efficiency achieved through this collaboration. By leveraging OCI’s robust and secure cloud platform alongside NVIDIA’s cutting-edge AI capabilities, the BioNeMo LLM is empowered to deliver high-performance, real-time inference services tailored for biotechnological research and applications. The deployment framework showcases how OCI’s flexible infrastructure and NVIDIA’s optimized inference microservices facilitate efficient handling of large-scale biological data, accelerating research and innovation. This abstract highlights the potential for transformative impacts in fields such as drug discovery, genomics, and personalized medicine, demonstrating the powerful synergy between cloud computing and advanced AI models.