The Hacker News

Ollama Out-of-Bounds Read Vulnerability Allows Remote Process Memory Leak

Critical out-of-bounds read in Ollama before 0.17.1 leaks process memory including API keys from over 300000 servers via ...

DEEPX and Ultralytics Forge Strategic Alliance to Define the Global Standard for Physical AI in the YOLO Community

DEEPX, a leading fabless AI semiconductor company specializing in ultra-low-power Neural Processing Units (NPUs), today ...
MUO on MSN

I was wrong about local LLMs, and these 4 myths were why

Stop thinking you need a $5,000 rig to run local AI — I finally ran a local AI on my old PC, and everything I believed was ...
How-To Geek on MSN

Don't pay for an AI coding assistant until you've tried running one locally

Your CPU can run a coding AI—here's why you shouldn't pay for one (as long as you have the patience for it).
IEEE

Data Quality-Aware Mixed-Precision Quantization via Hybrid Reinforcement Learning

Abstract: Mixed-precision quantization mostly predetermines the model bit-width settings before actual training due to the non-differential bit-width sampling process, obtaining suboptimal performance ...
GitHub

SDNQ Quantization

SD.Next Quantization provides full cross-platform quantization to reduce memory usage and increase performance for any device. Triton enables the use of optimized kernels for much better performance.