Open Source AI

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Making Local LLM Go Brrr

 🧠LLMs

A system programmer’s guide to LLM inference

 🧠LLMs  Content type: Blog

147th airhacks tv: Local LLMs, LightMetal, ZSmith Agents, AI Rails, Saving Tokens

 🧠LLMs  Content type: Blog
adambien.blog·

Running LLM Inference on Kubernetes: What It Actually Takes

 🧠LLMs  Content type: Blog
fairwinds.com·

Researchers Build Self-Replicating AI Worm That Operates Entirely on Local, Open-Weight Models

 🧠LLMs
thehackernews.com·

Google releases Gemma 4 12B with encoder-free multimodal architecture

 📐Context Engineering
4sysops.com·

I built an open-source persistent memory layer for AI coding agents

 🔧Tool Use  Content type: Code
github.com··r/GithubCopilot

MoQ GGUFs and GSQ: Low-Bit GGUFs Are About to Get Much Better

 Inference  Content type: News  Content type: Blog

"AI" Is Eating Platform Monopolist Free Cash Flow, Not the World: CHART OF THE DAY

 🏆SOTA Models  Content type: News  Content type: Blog

GGUF vs GPTQ vs AWQ: The Plain-English Guide to LLM Quantization (and Which One to Pick)

 Inference

Tales of an Ollama Honeypot (Part 3): More Traffic, More Findings

 🎛️Fine-tuning
posts.inthecyber.com·

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

 🧠LLMs  Content type: Academic
arxiv.org·

Google makes Gemma 4 12B a local AI bet for startups

 🧠LLMs
startupfortune.com·

I finally built the central AI hub I've been wanting, and Open WebUI made it stupidly simple

 🔧Tool Use
xda-developers.com·

martidu4/honey-ai: 🍯 All-in-one AI honeypot powered by local LLMs. SSH, HTTP, FTP, Telnet, SMTP, MySQL, Redis, Git, VNC, RDP — with canary tokens, tarpits, GZIP bombs, and threat intel reporting.

 🐳Containers  Content type: Code
github.com··Hacker News

Show HN: Ext-Infer

 🧠LLMs

Nemotron 3 Ultra is open weight and open data [video]

 🎛️Fine-tuning  Content type: Video
youtube.com··Hacker News

NexusOS v2.0 – A zero-dependency pipeline streaming server chaos to Parquet

 📐Context Engineering

Unsloth Gemma 4 QAT

 Inference
unsloth.ai·

Researchers trained an open source AI search agent, Harness-1, that outperforms GPT-5.4 on recalling relevant information

 🎛️Fine-tuning

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