PyTorch. ROCm. AMD GPUs. Everything you need to get started in one AMD AI Academy course. Learn the fundamentals and speed up models with torch.compile. Start learning today. 🚀 developer.amd.com/amd-ai-aca…

New from the PyTorch community: FlyDSL helps accelerate GEMM, attention, RMSNorm, TopK and more on AMD GPUs through familiar PyTorch workflows. 🚀

Big research ideas need the compute to match. The AMD AI and HPC Cluster offers academic researchers and educators remote access to AMD Instinct GPUs and EPYC CPUs to support AI and high-performance computing projects. We invite you to join our AMD University Program to learn more about cluster access: amd.com/en/corporate/univers…

AMD now has MonoKernel decode support on ROCm™, fusing layer-level decode operations into fewer persistent GPU kernel launches to improve responsiveness for latency-sensitive/agentic AI workloads. This development brings community-driven inference optimization into upstream vLLM.

How do you make speculative decoding fast at any batch size? Let the drafter measure the hardware. Working with @EagleCorp, we've brought EAGLE-4 to AMD Instinct MI355X GPUs on day 0. EAGLE-Harness profiles drafting and verification costs at startup, then dynamically selects the optimal guess tree for the workload. On Qwen3.8-27B (BF16, single GPU): ⚡ ~300 tok/s single request ⚡ 1.6× faster than built-in MTP ⚡ Performance holds from 1-32 concurrent conversations ⚡ Lossless vs. plain decoding, including Gated DeltaNet layers via FlyDSL tree verification Details + launch scripts for SGLang and ATOM: amd.com/en/developer/resourc…

What would you build with up to 192GB of unified memory? Meet AMD Ryzen AI Max+ PRO 495 processors. More room to experiment, create, and take on demanding AI workloads locally. The next build is yours. Learn more about AMD Ryzen AI Max+ PRO 495: amd.com/en/blogs/2026/meet-t…

Shobha joined the AMD AI Developer Program to put her belief in open infrastructure for the agentic AI era into practice. By building with AMD Instinct GPUs and the ROCm software stack, she's exploring how multi-agent AI workloads can be orchestrated, optimized, and made more resilient in real-world environments. Explore Shobha's project and how she's putting AMD technology into practice: lnkd.in/eafr8DGR What is she excited to build next? Shobha is exploring AI-assisted ROCm troubleshooting, telemetry-driven observability, intelligent inference routing, and self-healing AI agents that can detect issues and trigger automated remediation. Her goal is to help make AI infrastructure more performant, resilient, and operationally efficient on AMD GPUs. Want your project featured? Share what you're building with the community and submit your project: lnkd.in/eCaRHtHG

Muse Spark Open 🤝 AMD Instinct GPUs. Day 0 support is here for the first open weights model: Muse Spark Open. Start building 👇 amd.com/en/developer/resourc…

Don’t miss AMD at #PyTorchCon 2026. Learn how developers are optimizing AI workloads with @PyTorch and ROCm through technical sessions, hands-on labs, and conversations with AMD engineers. events.linuxfoundation.org/p… #AMDevs

Through the AMD University Program, we connect educators, researchers, and students worldwide with the technologies, tools, and resources to advance learning and accelerate research. From hands-on AI and high-performance computing experiences to hardware donations and research collaboration, discover how AMD is helping shape the next generation of innovators. Learn more: amd.com/en/corporate/univers…

We’re excited to attend #PyTorchCon North America 2026 in San Jose! Visit the AMD booth to explore how developers are building, optimizing, and deploying AI with PyTorch and ROCm across cloud and client environments. Stop by for hands-on demos & labs, technical sessions, research posters, and opportunities to connect with AMD engineers advancing open-source AI development. Explore the schedule: events.linuxfoundation.org/p…

Build practical skills. Validate your expertise on AMD GPUs. The ROCm Certified Associate program provides hands-on training in HIP programming, workload profiling and performance optimization on AMD Instinct GPUs. Join the AMD AI Developer Program to get ROCm certified: developer.amd.com/rocm-certi…

ROCm 10.1 is here, delivering on our commitment to keep moving the AMD software stack forward. Faster storage and I/O. New programming models. Expanded virtualization. More developer tools. And continued improvements across compilers, libraries and AI frameworks. See what’s new for #AMDevs: rocm.blogs.amd.com/ecosystem…

Coming soon to a city near you: AMD AI DevDay World Tour. 🌏 🌍 🌎 AI developers can build, optimize, and get ROCm certified, all in one day. See where DevDay is headed next: amd.cventevents.com/event/8c…