OCI Accelerates AI Innovation with NVIDIA GPU Access

AI agents don’t behave like other AI workloads. They run long sessions, call multiple models, burst unpredictably, and idle between steps. This requires a change in how we think about GPU provisioning. Clouds that were built for inference and training, make the economics of agents unsustainable. And something needs to change. Find out more in our blog: AI Agent Infrastructure — The GPU Cloud Workload Nobody Planned For https://lnkd.in/ezp2d9PB

What if you could run 6 interconnected AI nodes — up to 768GB of RAM — at a fraction of the cost of cloud compute? That's exactly what PrivStation Rack delivers. For teams that need serious inference power without serious cloud bills (or serious data risk), the Rack lets you scale AI entirely on your own infrastructure. Lower cost. Zero latency. 100% data sovereign. The era of on-premise AI at enterprise scale is here. → Explore the full AiTrem hardware portfolio #EdgeAI #AIInfrastructure #PrivStation #AiTrem #EnterpriseAI #OnPremise

🤖 Post #2090: arXiv:2603.00196 Talaria: Confidential LLM Inference via Client-Cloud Computation Split Private LLM inference partitioning computations between client-controlled secure environments and cloud GPUs — masked outsourcing protocol protects user prompts and responses from cloud providers while maintaining performance. 🔹 Splits LLM computation between client secure environment and cloud GPU 🔹 Masked outsourcing protocol hides prompts from cloud providers 🔹 Responses protected without sacrificing model performance 🔹 Enables confidential LLM deployment on untrusted cloud infrastructure #MachineLearning #DeepLearning #AI #NeuralNetworks #Research

☁️ Train frontier models faster and scale AI workloads with Lambda's bare metal cloud, powered by NVIDIA. At #NVIDIAGTC, Lambda shares how the extreme codesign of NVIDIA GB300 NVL72 and the NVIDIA Rubin platform enable isolated, high-performance AI infrastructure for large-scale AI and HPC workloads. 📆 Thursday, March 19 | 9:00 a.m PT ➡️ Explore session: https://bit.ly/4sxA5Am

We’re excited that NVIDIA Nemotron 3 Super is now supported in OCI Generative AI, giving customers even more powerful options to bring their own models and accelerate real-world innovation on Oracle Cloud. Read the blog to learn more: https://bit.ly/4b5nDSH

☁️ Train frontier models faster and scale AI workloads with Lambda's bare metal cloud, powered by NVIDIA. At #NVIDIAGTC, Lambda shares how the extreme codesign of NVIDIA GB300 NVL72 and the NVIDIA Rubin platform enable isolated, high-performance AI infrastructure for large-scale AI and HPC workloads. 📆 Thursday, March 19 | 9:00 a.m PT ➡️ Explore session: https://bit.ly/4uwamdy

[Tech Community] The Rise of vLLM in Modern Cloud Development: Revolutionizing AI Inference. Learn how vLLM uses PagedAttention to eliminate GPU memory fragmentation, accelerate LLM inference up to 24×, and outperform TGI and TensorRT‑LLM in... #azure #techcommunity https://lnkd.in/enrR-Eda

☁️ Train frontier models faster and scale AI workloads with Lambda's bare metal cloud, powered by NVIDIA. At #NVIDIAGTC, Lambda shares how the extreme codesign of NVIDIA GB300 NVL72 and the NVIDIA Rubin platform enable isolated, high-performance AI infrastructure for large-scale AI and HPC workloads. 📆 Thursday, March 19 | 9:00 a.m PT ➡️ Explore session: https://bit.ly/4sEXBvq

We’re excited that NVIDIA Nemotron 3 Super is now supported in OCI Generative AI, giving customers even more powerful options to bring their own models and accelerate real-world innovation on Oracle Cloud. Read the blog to learn more: https://bit.ly/4sNeTGW