AI Blogs - Page 4#
DGL in the Real World: Running GNNs on Real Use Cases
We walk through four advanced GNN workloads from heterogeneous e-commerce graphs to neuroscience applications that we successfully ran using our DGL implementation.
All-in-One Video Editing with VACE on AMD Instinct GPUs
This blog showcases AMD hardware powering cutting-edge text-driven video editing models through an all-in-one solution.
Accelerating FastVideo on AMD GPUs with TeaCache
Enabling ROCm support for FastVideo inference using TeaCache on AMD Instinct GPUs, accelerating video generation with optimized backends
Wan2.2 Fine-Tuning: Tailoring an Advanced Video Generation Model on a Single GPU
Fine-tune Wan2.2 for video generation on a single AMD Instinct MI300X GPU with ROCm and DiffSynth.
Running ComfyUI on AMD Instinct
This blog shows how to deploy ComfyUI on AMD Instinct GPUs. The blog explains what ComfyUI is and how it works.
Introducing Instella-Math: Fully Open Language Model with Reasoning Capability
Instella-Math is AMD’s 3B reasoning model, trained on 32 MI300X GPUs with open weights, optimized for logic, math, and chain-of-thought tasks.
Running ComfyUI in Windows with ROCm on WSL
Run ComfyUI on Windows with ROCm and WSL to harness Radeon GPU power for local AI tasks like Stable Diffusion—no dual-boot needed
Day 0 Developer Guide: Running the Latest Open Models from OpenAI on AMD AI Hardware
Day 0 support across our AI hardware ecosystem from our flagship AMD InstinctTM MI355X and MI300X GPUs, AMD Radeon™ AI PRO R700 GPUs and AMD Ryzen™ AI Processors
AMD Hummingbird Image to Video: A Lightweight Feedback-Driven Model for Efficient Image-to-Video Generation
We present AMD Hummingbird, offering a two-stage distillation framework for efficient, high-quality text-to-video generation using compact models.
GEAK: Introducing Triton Kernel AI Agent & Evaluation Benchmarks
AMD introduces GEAK, an AI agent for generating optimized Triton GPU kernels, achieving up to 63% accuracy and up to 2.59× speedups on MI300X GPUs.
Accelerating Parallel Programming in Python with Taichi Lang on AMD GPUs
This blog provides a how-to guide on installing and programming with Taichi Lang on AMD Instinct GPUs.
Graph Neural Networks at Scale: DGL with ROCm on AMD Hardware
Accelerate Graph Deep Learning on AMD GPUs with DGL and ROCm—scale efficiently with open tools and optimized performance.