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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

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

 🚀LLM Deployment  Content type: Blog
medium.com
·

Big Blue’s Redbook on Storage Scale KV Cache management

 🚀LLM Deployment  Content type: News
blocksandfiles.com·

Clairvoyant: Predictive SJF Scheduling to Mitigate Head-of-Line Blocking in Serial LLM Backends

 🚀LLM Deployment  Content type: Academic
arxiv.org·

Part 3 — Implementation/Engine-Level: Choosing the Runtime That Gives You These for Free

 🚀LLM Deployment
towardsai.net·

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

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

A system programmer’s guide to LLM inference

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

How we fight GPU scarcity without compromise

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

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

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

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

 🚀LLM Deployment
edn.com·

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

 🔓Open Source AI  Content type: Blog
dnhkng.github.io·
Less-relevant results

OpenCV 5 release - New DNN engine with enhanced ONNX and LLM/VLM support, Intel, Arm, and RISC-V hardware optimizations - CNX Software

 🚀LLM Deployment  Content type: News
cnx-software.com·

Running LLM Inference on Kubernetes: What It Actually Takes

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

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

 🔓Open Source AI
huggingface.co··r/LocalLLaMA

High Bandwidth Flash | A New Memory for AI Data Centers and Edge Computing | Sandisk

 🔬Small LMs
ncnonline.net·

LLM Inference Engineering Room — Part 3: The Orchestration Layer

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

From GPU to Token: The 8-Layer Observability Stack for AI Infrastructure

 🚀LLM Deployment  Content type: Blog
jimmysong.io·

Build a Medical Report Analyzer on Dedicated Inference with Python

 🗣️NLP
digitalocean.com·

Making Local LLM Go Brrr

 💻Local AI
seanpedersen.github.io·

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