58 Tech

Jan 6, 2026 · Artificial Intelligence

How vLLM 0.8.4 Implements Multi‑LoRA for Efficient Large‑Model Inference

This article provides a step‑by‑step technical walkthrough of vLLM 0.8.4 on a single GPU, detailing the platform’s startup, model loading, Multi‑LoRA deployment, internal ZMQ communication, request scheduling, and inference execution, while exposing key source‑code snippets and architectural diagrams.