Alibaba Cloud Infrastructure

Mar 17, 2025 · Cloud Native

Boost LLM Inference with ACK Gateway AI Extension: A Step‑by‑Step Guide

This guide demonstrates how to deploy the QwQ‑32B large language model on an Alibaba Cloud ACK cluster, configure OSS storage, enable the ACK Gateway with AI Extension, set up InferencePool and InferenceModel resources, and benchmark intelligent routing versus standard gateway routing, revealing latency and throughput improvements.