AI Waka

Feb 1, 2026 · Artificial Intelligence

Boost LLM Inference Speed: Precision Tricks, Quantization, and Multi‑GPU Strategies

This article reviews practical techniques for accelerating large language model inference—including reduced‑precision formats, post‑training quantization, adapter‑based fine‑tuning, pruning, continuous batch processing, and multi‑GPU deployment—while providing concrete code examples, benchmark results, and guidance on selecting the right approach for production workloads.