News and Announcements
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AMD at MWC 2025: Driving the Future of Telco and AI
MWC Barcelona gathered the global telco ecosystem to explore transformation, and AMD was there at every level, from cutting-edge demos to strategic discussions in the boardrooms. In the latest episod...
April 18, 2025
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Experience AMD Optimized Models and Video Diffusion on AMD Ryzen™ AI and Radeon™ with Amuse 3.0
Generative AI just got better - and faster - on AMD Radeon™ graphics cards and Ryzen™ AI processors. Through an engineering collaboration with Stability AI, AMD is proud to announce AMD optimized mod...
April 16, 2025
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Hands-On with CK-Tile: Develop and Run Optimized GEMM on AMD GPUs — ROCm Blogs
Build high-performance GEMM kernels using CK-Tile on AMD Instinct GPUs with vendor-optimized pipelines and policies for AI and HPC workloads
April 14, 2025
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What’s New in AMD ROCm 6.4: Breakthrough Inference, Plug-and-Play Containers & Modular Deployment for Scalable AI on AMD Instinct GPUs
The scale and complexity of modern AI workloads continue to grow—but so do the expectations around performance and ease of deployment. ROCm 6.4 is a leap forward for organizations building the future...
April 14, 2025
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Installing ROCm from source with Spack — ROCm Blogs
Install ROCm and PyTorch from source using Spack. Learn how to optimize builds, manage dependencies, and streamline your GPU software stacks.
April 13, 2025
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ROCm 6.4: Breaking Barriers in AI, HPC, and Modular GPU Software — ROCm Blogs
Explore ROCm 6.4's key advancements: AI/HPC performance boosts, enhanced profiling tools, better Kubernetes support and modular drivers, accelerating AI and HPC workloads on AMD GPUs.
April 10, 2025
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Unlock Peak Performance on AMD GPUs with Triton Kernel Optimizations — ROCm Blogs
Learn how Triton compiles and optimizes AI kernels on AMD GPUs, with deep dives into IR flows, hardware-specific passes, and performance tuning tips
April 09, 2025
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Asahi Shokuhin: Serving Up Improvements with AMD Ryzen Processors
When the tech industry talks about corporate PC refresh cycles, it's often in the context of technology companies. The need for fast, responsive computing isn't unique to Silicon Valley, however, and...
April 09, 2025
Technical Articles and Blogs
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Pretraining Just Got Smarter: How Essential AI’s Research Redefines the Role of Reasoning in Model Development
Essential AI reveals reasoning starts in pretraining, using AMD GPUs to power efficient, open research in LLM development.
April 25, 2025
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Accelerate Fine-tuned LLMs Locally on NPU and iGPU Ryzen AI processor
Deploy finetuned LLMs locally on AMD Ryzen™ AI PCs using NPU + iGPU for fast, efficient, domain-specific inference
April 25, 2025
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Reinforcement Learning from Human Feedback on AMD GPUs with verl and ROCm Integration — ROCm Blogs
Deploy verl on AMD GPUs for fast, scalable RLHF training with ROCm optimization, Docker scripts, and impressive throughput-convergence results
April 23, 2025
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A Step-by-Step Guide On How To Deploy Llama Stack on AMD Instinct™ GPU — ROCm Blogs
Learn how to use Meta’s Llama Stack with AMD ROCm and vLLM to scale inference, integrate APIs, and streamline production-ready AI workflows on AMD Instinct™ GPU
April 21, 2025
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AMD Ryzen™ AI Software 1.4: Enhanced Features for Next Gen AI PCs
Unlock hybrid LLM execution, model quantization, and open-source tools with AMD Ryzen AI Software 1.4 for next-gen AI PCs.
April 18, 2025
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Unlocking a Wave of LLM Apps on Ryzen™ AI Through Lemonade Server
Lemonade Server brings fast, local LLM deployment to AMD Ryzen™ AI PCs with OpenAI API support and hybrid acceleration.
April 17, 2025
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ROCm Gets Modular: Meet the Instinct Datacenter GPU Driver — ROCm Blogs
We introduce the new Instinct driver-a modular GPU driver with independent releases simplifying workflows, system setup, and enhancing compatibility across toolkit versions.
April 10, 2025
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Revolutionizing Mixture of Experts Performance: 10x Speedup on AMD Instinct GPUs with Optimized Align & Sort
Author: Lei Wang The information contained in this blog represents the opinion of Evergrid.AI as of the date presented. AMD and/or Evergrid.AI have no obligation to update any forward...
April 10, 2025
