How vLLM‑Kunlun Brings CUDA‑Like Inference to Kunlun XPU: Architecture, Adaptation, and Performance Wins

This article details the vLLM‑Kunlun open‑source project that adapts the high‑performance vLLM inference engine to Baidu's Kunlun XPU, covering platform overview, model‑porting workflow, plugin architecture, concrete case studies with MIMO‑Flash‑V2 and Qwen 3.5, and the performance‑tuning techniques that enable seamless, GPU‑level inference on domestic hardware.

AIHardwareInference

0 likes · 12 min read

How vLLM‑Kunlun Brings CUDA‑Like Inference to Kunlun XPU: Architecture, Adaptation, and Performance Wins

Baidu Intelligent Cloud Tech Hub

Dec 10, 2025 · Artificial Intelligence

Accelerate LLM Deployment on Baidu Kunlun XPU with the Open‑Source vLLM‑Kunlun Plugin

The vLLM‑Kunlun Plugin, built on the vLLM hardware‑plugin RFC, lets developers deploy any major large language model on Baidu's Kunlun XPU instantly without modifying vLLM core code, dramatically shortening migration time, providing high‑performance fusion operators, and offering open‑source tools for precision verification and profiling.

InferenceKunlunLLM

0 likes · 8 min read

Accelerate LLM Deployment on Baidu Kunlun XPU with the Open‑Source vLLM‑Kunlun Plugin

Architects' Tech Alliance

Jun 5, 2016 · Fundamentals

Open‑Architecture X86 Small Mainframes: Evolution, Design, and Financial Use Cases

The article reviews the historical development from closed‑architecture mainframes to open X86‑based small servers, analyzes Huawei's Kunlun and competing products, and discusses their RAS features, partitioning technologies, and suitability for high‑availability financial database workloads.

KunlunMainframeRAS

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Open‑Architecture X86 Small Mainframes: Evolution, Design, and Financial Use Cases