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

 🚀LLM Deployment  Content type: Code
github.com··Hacker News

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

 🔓Open Source AI  Content type: News
newsletter.semianalysis.com
··Hacker News

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

 🚀LLM Deployment  Content type: Academic
arxiv.org·

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

 🚀LLM Deployment  Content type: Blog
medium.com
·

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

 🔓Open Source AI
zozo123.github.io··Hacker News

The Inference Alpha: Maximizing Frontier Models on AMD

 ⚡Quantization  Content type: Blog
digitalocean.com·

How we fight GPU scarcity without compromise

 🤖LLMs  Content type: Blog
equixly.com··Hacker News

Big Blue’s Redbook on Storage Scale KV Cache management

 🚀LLM Deployment  Content type: News
blocksandfiles.com·

DiffusionGemma: The Developer Guide- Google Developers Blog

 🔓Open Source AI  Content type: Blog
developers.googleblog.com··r/LocalLLaMA

The hidden bottleneck in LLM inference and the impact on MLPerf benchmarking

 🚀LLM Deployment
edn.com·

A system programmer’s guide to LLM inference

 🚀LLM Deployment  Content type: Blog
blog.xiangpeng.systems··Hacker News

Massive AI Storage Demand Creates a New Memory Wall

 🗣️NLP  Content type: News
eetimes.com·

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

 🤖LLMs  Content type: Blog
cloud.google.com··Hacker News

Running LLM Inference on Kubernetes: What It Actually Takes

 🔓Open Source AI  Content type: Blog
fairwinds.com·

Machinic Psychopharmacology: Do LLMs Self-Medicate?

 🔓Open Source AI
lesswrong.com··Hacker News

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

 🔓Open Source AI  Content type: Blog
dnhkng.github.io·

NVIDIA Accelerates Google DeepMind’s DiffusionGemma for Local AI

 🔓Open Source AI  Content type: Blog
blogs.nvidia.com·

LLM Inference Engineering Room — Part 3: The Orchestration Layer

 🤖LLMs  Content type: Blog
vimal-dwarampudi.medium.com·

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

 🔓Open Source AI
t4t.eth.link··Hacker News

Making Local LLM Go Brrr

 💻Local AI
seanpedersen.github.io·

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