SPECULATIVE-DECODING

30 days · UTC

LIVE_DATA_STREAM // APRIL_14_2026

Synchronizing with global intelligence nodes...

DENSITY_RATIO: MAX

THE PRACTICAL PLAYBOOK FOR FASTER, CHEAPER LLM INFERENCE: VLLM, KV CACHES, AND DECODING TRICKS

A hands-on deep dive shows how to speed up and scale LLM inference with vLLM, KV caching, and modern attention/decoding optimizations. This new chapt...

OPENAI

MAR_20 // 08:14

Efficiency wave: GPT-5.4 mini lands in ChatGPT, and NVIDIA/Hugging Face ship a real-world SD benchmark

OpenAI is pushing smaller, faster LLMs in ChatGPT while NVIDIA and Hugging Face release a benchmark to measure real speedups from speculative decoding...

AWS

MAR_14 // 07:48

Faster, cheaper LLM serving: prompt caching and P-EAGLE in vLLM

Two practical levers promise big LLM serving gains: prompt caching and a reported P‑EAGLE integration in vLLM for speculative decoding. A clear expla...

VLLM

DEC_25 // 06:30

Speculative decoding: 3x faster LLM serving with a draft-and-verify path

Speculative decoding runs a small draft model to propose tokens and uses the main model to verify them, keeping outputs identical to baseline while cu...