LLM-D Serving for AMD Instinct GPUs on OCI
… Scale out Finally, we scale out gpt-oss-120b aggregated configurations to a multi-node llm-d deployment to compare multi-node aggregated deployments to a 2 node disaggregated setup. …
… Scale out Finally, we scale out gpt-oss-120b aggregated configurations to a multi-node llm-d deployment to compare multi-node aggregated deployments to a 2 node disaggregated setup. …
… For step-by-step instruction, refer to GitHub exampe: https://github.com/amd/RyzenAI-SW/tree/main/WinML/LLM run-custom-llm-model-using-windows-ml-apis Summary of different deployment options for LLM on AMD NPU: Deployment Option Control Expertise required Best use case Foundry Local with pre-optimi… …
… Practical insight for architects and operators making deployment decisions today. …
… July 23, 2026 ROCm Certification Associate: Architecture, Programming, and Optimization This first hour of a required 3‑hour certification covers ROCm setup, ecosystem components, compatibility, and deployment using containers and images, along with troubleshooting basics. …
… For a minimal working setup, select the options shown in the screenshots below. …
… Instinct MI355X GPUs 288 GB HBM3e : Full single-card deployment with generous memory headroom. Radeon AI PRO R9700 32 GB GDDR6 : Single-card deployment via enable model cpu offload , with peak VRAM usage well within the card’s capacity. …
… See Performance Results Deployment and Orchestration Streamline and automate the deployment, monitoring, and maintenance of ML models in the data center. …
… AMD Contributions: From Development to Deployment AMD played a formative role in shaping how MRC works today. …
… July 23, 2026 ROCm Certification Associate: Architecture, Programming, and Optimization This first hour of a required 3‑hour certification covers ROCm setup, ecosystem components, compatibility, and deployment using containers and images, along with troubleshooting basics. …