Distributed LLM Systems

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

 🔧Systems-level optimizations for LLM serving  Content type: Code
github.com··Hacker News

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

 🚀LLM serving frameworks
zozo123.github.io··Hacker News
Less-relevant results

Intelligent inference scheduling with llm-d on Red Hat AI

 🔧Systems-level optimizations for LLM serving
developers.redhat.com·

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

 🚀LLM serving frameworks  Content type: News
newsletter.semianalysis.com
··Hacker News

Breaking the Ice: Analyzing Cold Start Latency in vLLM

 🚀LLM serving frameworks  Content type: Academic
arxiv.org··Hacker News

Mi50 32GB / GFX906 - vLLM Qwen 3.5 Configuration for Qwen 3.5:9B AWQ-4bit

 🚀LLM serving frameworks
huggingface.co··r/LocalLLaMA

Google's DiffusionGemma generates 256 tokens in parallel and self-corrects as it goes

 🚀LLM serving frameworks
venturebeat.com·

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

 🔧Systems-level optimizations for LLM serving  Content type: Blog
dnhkng.github.io·

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

 🧠Large Language Models (LLMs)
phoronix.com··r/artificial

vLLM Transformers Backend: Bridging Hugging Face Compatibility and High-Performance Inference

 🚀LLM serving frameworks  Content type: Blog
odsc.medium.com·

Running LLM Inference on Kubernetes: What It Actually Takes

 🚀LLM serving frameworks  Content type: Blog
fairwinds.com·

Introducing Piper: A Programmable Distributed Training System

 🏋️LLM training frameworks  Content type: Academic  Content type: Blog
syfi.cs.washington.edu··Hacker News

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

 🚀LLM serving frameworks
t4t.eth.link··Hacker News

How we fight GPU scarcity without compromise

 🧠Large Language Models (LLMs)  Content type: Blog
equixly.com··Hacker News

NVIDIA Accelerates Google DeepMind’s DiffusionGemma for Local AI

 🚀LLM serving frameworks  Content type: Blog
blogs.nvidia.com·

massimo92/spark: CLI tool for serving LLMs with vLLM on NVIDIA DGX Spark. One file, zero friction.

 🔧Systems-level optimizations for LLM serving  Content type: Code
github.com··Hacker News

DiffusionGemma: The Developer Guide

 🚀LLM serving frameworks  Content type: Blog
developers.googleblog.com··Hacker News

Latest technical articles & videos.

 🚀LLM serving frameworks
certdepot.net·

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

 🔧Systems-level optimizations for LLM serving  Content type: Blog
medium.com
·

CommBench: Can LLMs Write Correct and Efficient GPU Communication Code?

 ⚙️AI Infrastructure Automation
uccl-project.github.io··Hacker News

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