AI Blogs - Page 5#
ROCm 7.2: Smarter, Faster, and More Scalable for Modern AI Workloads
we highlight the latest ROCm 7.2 enhancements for AMD Instinct GPUs, designed to boost AI and HPC performance
Nitro-AR: A Compact AR Transformer for High-Quality Image Generation
Nitro-AR is a compact E-MMDiT-based masked AR image generator matching diffusion quality with lower latency on AMD GPUs.
ROCm Becomes a First-Class Platform in the vLLM Ecosystem
ROCm is now a first-class vLLM platform: official wheels + Docker, stronger CI, and faster LLM & multimodal inference on AMD Instinct GPUs.
Quickly Developing Powerful Flash Attention Using TileLang on AMD Instinct MI300X GPU
Learn how to leverage TileLang to develop your own kernel. Explore the power to fully utilize AMD GPUs
Deep Dive into Primus: High-Performance Training for Large Language Models
Learn how to achieve peak dense LLM training performance on AMD Instinct™ GPUs using Primus’s unified CLI and optimized backend presets.
Reimagining GPU Allocation in Kubernetes: Introducing the AMD GPU DRA Driver
Explore how the AMD GPU DRA Driver brings declarative, attribute-aware GPU scheduling to Kubernetes — learn how to request and manage GPUs natively
Athena-PRM: Enhancing Multimodal Reasoning with Data-Efficient Process Reward Models
Learn how to utilize a data-efficient Process Reward Model to enhance the reasoning ability of the Large Language/Multimodal Models.
Introducing the AMD Network Operator v1.0.0: Simplifying High-Performance Networking for AMD Platforms
Introducing the AMD Network Operator for automating high-performance AI NIC networking in Kubernetes for AI and HPC workloads
Bridging the Last Mile: Deploying Hummingbird-XT for Efficient Video Generation on AMD Consumer-Grade Platforms
Learn how to use Hummingbird-XT and Hummingbird-XTX modelS to generate videos. Explore the video diffusion model acceleration solution, including dit distillation method and light VAE model.
Breaking the Accuracy-Speed Barrier: How MXFP4/6 Quantization Revolutionizes Image and Video Generation
Explore how MXFP4/6, supported by AMD Instinct™ MI350 series GPUs, achieves BF16-comparable image and video generation quality.
High-Resolution Weather Forecasting with StormCast on AMD Instinct GPU Accelerators
A showcase for how to run high-resolution weather prediction models such as StormCast on AMD Instinct hardware.
ROCm Fork of MaxText: Structure and Strategy
Learn how the ROCm fork of MaxText mirrors upstream while enabling offline testing, minimal datasets, and platform-agnostic, decoupled workflows.