KV Cache

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PagedAttention vs Traditional KV Cache: How vLLM Reinvented GPU Memory for LLM Inference

 ⚡Inference Optimization  Content type: Blog
medium.com
·

How we fight GPU scarcity without compromise

 ⚡Inference Optimization  Content type: Blog
equixly.com··Hacker News

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

 ⚡Inference Optimization
zozo123.github.io··Hacker News

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

 ⚡Inference Optimization  Content type: Academic
arxiv.org·

harshuljain13/llm-inference-at-scale: A Practitioner handbook for production llm serving.

 ⚡Inference Optimization  Content type: Code
github.com··Hacker News
Less-relevant results

Intelligent inference scheduling with llm-d on Red Hat AI

 ⚡Inference Optimization
developers.redhat.com·

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

 ⚡Inference Optimization  Content type: News
newsletter.semianalysis.com
··Hacker News

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

 ⚡CUDA
phoronix.com··r/artificial

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

 ⚡Inference Optimization
huggingface.co··r/LocalLLaMA

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

 ⚡Inference Optimization  Content type: Blog
dnhkng.github.io·

Big Blue’s Redbook on Storage Scale KV Cache management

 ⚡Inference Optimization  Content type: News
blocksandfiles.com·

NVIDIA Accelerates Google DeepMind’s DiffusionGemma for Local AI

 ⚡CUDA  Content type: Blog
blogs.nvidia.com·

DiffusionGemma: The Developer Guide

 ⚡Inference Optimization  Content type: Blog
developers.googleblog.com·

How to Run Gemma 4 12B Locally - The Best AI For Consumer Laptops

 ⚡Inference Optimization  Content type: Video
youtube.com·

The Inference Alpha: Maximizing Frontier Models on AMD

 ⚡Inference Optimization  Content type: Blog
digitalocean.com·

Youssof Altoukhi (@Youssofal_)

 ⚡Inference Optimization
xcancel.com··r/LocalLLaMA

Token4Token — pay-per-token inference on Gnosis + Swarm

 ⚡Inference Optimization
t4t.eth.link··Hacker News

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

 ⚡Inference Optimization  Content type: Code
github.com··Hacker News

FinOps AI goes beyond token economics as agentic costs emerge

 🤖agentic system
siliconangle.com·

Alignment Collapse Under KV Cache Quantization: Diagnosis and Mitigation

 ⚡Inference Optimization  Content type: Academic
arxiv.org·

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