Posts by Markus Hartikainen
DI Series: Serving Kimi-K3 MXFP4 Wide-EP Disaggregated on AMD Instinct MI300X and MI325X
- 08 October 2026
This post is part of the AMD Disaggregated Inference (DI) Blogs Series, which takes frontier open models from a single-node demo to production, multi-node serving on AMD Instinct™ GPUs
Scaling AI Inference Performance with vLLM on AMD Instinct MI355X GPUs
- 08 December 2025
Today, we are excited to share Large Language Model (LLM) Inference Performance with vLLM on AMD Instinct™ MI355X GPUs. Whether you are a startup, an enterprise or a hyperscaler, the AMD open software ecosystem with Instinct MI355X GPUs delivers consistent, high-performance inference at scale outperforming Nvidia Blackwell B200 GPUs as concurrency grows. For real-world users, this performance impact is directly proportional to user experience and cost efficiency in production environments.