KV Cache

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heterodoxin/graphkv: Graph-guided KV cache compression for memory-efficient LLM inference.

 ⏱️Prefill Decoding  Content type: Code
github.com··r/LocalLLaMA

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

 🧠Inference Engineering  Content type: Academic
arxiv.org·

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

 🧠Inference Engineering
huggingface.co··r/LocalLLaMA

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

 🧠Inference Engineering
zozo123.github.io··Hacker News

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

 🧠Inference Engineering  Content type: News
newsletter.semianalysis.com
··Hacker News

How we fight GPU scarcity without compromise

 💰Inference Cost  Content type: Blog
equixly.com··Hacker News

NVIDIA Accelerates Google DeepMind’s DiffusionGemma for Local AI

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

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

 🧠Inference Engineering  Content type: Blog
dnhkng.github.io·

DiffusionGemma: The Developer Guide

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

Speculators v0.5.0: DFlash support and online training

 🚀Speculative Decoding
developers.redhat.com·

Report: GKE Inference Gateway delivers up to 92% faster AI responses

 🧠Inference Engineering  Content type: Blog
cloud.google.com··Hacker News
Less-relevant results

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

 🎮GPU Computing
phoronix.com·

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

 ⏱️Prefill Decoding  Content type: Blog
medium.com
·

Making Local LLM Go Brrr

 ⏱️Prefill Decoding
seanpedersen.github.io·

Breaking the Ice: Analyzing Cold Start Latency in vLLM

 🧠Inference Engineering  Content type: Academic
arxiv.org··Hacker News

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

 🧠Inference Engineering  Content type: Code
github.com··Hacker News

Machinic Psychopharmacology: Do LLMs Self-Medicate?

 🧠Inference Engineering
lesswrong.com··Hacker News

Running LLM Inference on Kubernetes: What It Actually Takes

 🧠Inference Engineering  Content type: Blog
fairwinds.com·

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

 🧠Inference Engineering
t4t.eth.link··Hacker News

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

 🧠Inference Engineering  Content type: Video
youtube.com·

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