Speculative Decoding

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Speculators v0.5.0: DFlash support and online training

 💾KV Cache
developers.redhat.com·

The economics of speculative decoding

 ⏱️Prefill Decoding  Content type: Blog

Inferoa AI harness claimed 90% cache savings. We ran it and measured 97.8%

 💾KV Cache

Breaking the Ice: Analyzing Cold Start Latency in vLLM

 💾KV Cache  Content type: Academic
arxiv.org·

Nvidia DGX Spark GB10 – AI Models and Guide with vLLM and Autonomous Script

 ⏱️Prefill Decoding  Content type: Code
github.com··Hacker News

2x GH200 for LLM inference, Part 2: vLLM, DeepSeek V4 Flash, and MTP

 🧠Inference Engineering  Content type: Blog
dnhkng.github.io·
Less-relevant results

AMD's Lemonade SDK For Local AI Adds NVIDIA CUDA Support

 🎮GPU Computing
phoronix.com·

BeeLlama.cpp DFlash on Strix Halo: 2.7x Gemma 31B, But MTP Is Still Faster

 🧠Inference Engineering
sleepingrobots.com·

MiMo-v2.5-Pro-UltraSpeed: 1T model with 1000 TPS

 💰Inference Cost  Content type: Blog

NVIDIA Accelerates Google DeepMind’s DiffusionGemma for Local AI

 🎮GPU Computing  Content type: Blog
blogs.nvidia.com·

google/gemma-4-31B-it · fix: chat template — null handling, reasoning preservation, turn-tag balance, input validation

 💾KV Cache

Making LLMs faster and more efficient across multiple languages

 ⚙️ML Compilers
techxplore.com·

DeepSeekV4 1.6T Day 0 to Day 43 Performance Over Time - Huawei, GB300 NVL72, MI355X, B200

 🧠Inference Engineering  Content type: News

LLM Inference Engineering Room — Part 3: The Orchestration Layer

 🧠Inference Engineering  Content type: Blog

China's Xiaomi MiMo Is Now 15X Faster Than ChatGPT and Claude (4 minute read)

 💰Inference Cost  Content type: News
decrypt.co·

Nutrient control enables metabolic reconstruction of L. rhamnosus GG and analysis of secretions

 🔄Cache-Coherence  Content type: Academic
biorxiv.org·

DiffusionGemma: The Developer Guide

 🧠Inference Engineering  Content type: Blog
developers.googleblog.com·

fix(gateway): fail closed for unknown model auth · openclaw/openclaw@85343ea

 💾KV Cache  Content type: Code
github.com·

RKSC: Reasoning-Aware KV Cache Sharing and Confident Early Exit for Multi-Step LLM Inference

 💾KV Cache  Content type: Academic
arxiv.org·

GoCritic! Review: Eeny, Meeny, Miny, Moe! - GoCritic! - Anifilm Liberec 2026

 🧵Warp Scheduling
cineuropa.org·

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