vLLM

Best Local AI Inference Tools for 2026

Discover the best local AI inference tools in 2026. Learn how to choose between llama.cpp, vLLM, SGLang, and Ollama for optimal performance and compatibility.

September 13, 2026 13 min read

What is Speculative Decoding in vLLM

Discover how speculative decoding accelerates large language model inference on AMD GPUs, its underlying mechanisms, benefits, and how to enable it in vLLM…

September 7, 2026 9 min read

Speculative Decoding in 2026: Draft-and-Verify for Faster LLM Inference

Discover how speculative decoding accelerates large language model inference through draft-and-verify techniques, boosting speed for real-time AI applications.

May 24, 2026 9 min read