Running MoE exceeding RAM capacity with NVMe streaming: Janas-LLM caching and adoption conditions

LLM" is a C-implemented inference engine that reads required expert weights from an NVMe SSD and keeps frequently used ...

The Story of Running a 320B-Class LLM on a Mac Pro with Four Used P100s: A Cost-Performance Focused 'Maya' Build Log

October 17, 2026 / Hardware Build LogIntroductionI want to run a Large Language Model (LLM) at home. However, I want to avoid ...
wccftech

A 120B LLM Without At Least 60GB RAM Is Impossible To Run, But One Individual Defied All Odds By Combining A Phone, Three Macs And Two Windows PCs To Make it Work

One innovator just ran a 120B LLM by stitching together six completely different devices, proving that with enough creativity, even "impossible" hardware requirements can be worked around / Image made ...
wccftech

A 35B LLM Used For Tackling Complex Database Work Seemingly Destroyed One DDR4 RAM Stick In 90 Minutes, User Claims It Wasn’t A Temperature Issue

Before this, the user was running a 20B AI model on his desktop RTX 5070 Ti for hours without any problems A 20B AI model running on an RTX 5070 Ti with 16GB GDDR7 VRAM was no problem, but one user ...