AMD Developer Central
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Harnessing Dify + Local LLMs on AMD Ryzen™ AI PCs for Private Workflows
Run GPT-OSS-120B Locally with Lemonade on AMD ROCm™ Software
Fine-tuning & Reinforcement Learning for LLMs
Easy, Fast, and Cheap LLM Serving for Everyone
ROCm: Enabling Open Innovation and the Future of GPU Kernel Development
Introduction to Primus
Bridging the Gap – Unlocking Access to the Scalable AI Infrastructure
Fireside Chat with Ion Stoica
Frontier AI In Your Hands: On-Device Intelligence With Gemma and Gemini Nano
Agents to Generate Kernels for Faster AI
Evolving with Developers
Empowering Developers with AMD ROCm Software Everywhere
Utilizing Low-precision datatypes in PyTorch and Beyond
Blazing-Fast GenAI: How Fireworks AI and Crusoe Are Unleashing Performance with AMD Instinct GPUs
gpt-oss, Bringing Agentic Reasoning Models to AMD
Building AI Agents That Work
SGLang: Open-Source Model Performance Optimization
The Easiest Way to Get Started Running Models Locally And In The Cloud
How to Run Copilot Chat Locally with Lemonade on AMD Ryzen™ AI
Getting Started with Agents
Emad Barsoum & Greg Diamos on Open AI Ecosystems and Inference at Scale
Innovating with GPU MODE | Mark Saroufim on Scaling Open Source Performance with AMD
AMD x Framework | Local AI with AMD Ryzen™ AI processors & AMD ROCm™ software
Innovating with Unsloth | Daniel Han on Faster, Leaner LLM Fine-Tuning
Innovating with Modular | Chris Lattner on Scaling AI from Python to Production
How to Fine-Tune a Model on AMD GPUs using LoRA
Agentic AI in Action: AMD & Mimik Bring Physical AI to Life
AMD and Metrum AI Are Powering the Next Wave of AI Agents
The Download: The AMD Open Ecosystem and Open Models