Posts by Albin Toft
A Simple Design for Serving Video Generation Models with Distributed Inference
- 24 September 2025
Video generation is entering a new era, powered by diffusion models that deliver photorealistic and temporally consistent results from text prompts. Models like Wan2.2 push the boundaries of what’s possible in AI-generated content, but to make them practical, inference performance needs to scale in real-world terms: handling more simultaneous users, keeping response times reasonable, and efficiently using multiple GPUs or compute nodes.
Running ComfyUI on AMD Instinct
- 19 August 2025
Building workflows for generative AI tasks can of course be done purely in code. However, as the interest in GenAI has soared together with its use in people’s daily lives, more and more people start to search for and explore tools and software for building GenAI workflows that do not require extensive programming knowledge. One such tool is ComfyUI, which provides users with a simple drag and drop UI for building GenAI workflows. This blog post will briefly cover what ComfyUI is, and how you can get it up and running on your AMD Instinct hardware.