< BACK TO NEWS
importantSYS.SOURCE: GitHub• 2026-07-09T08:05:04Z

Running GLM-5.2 on a 25GB RAM Machine Using Pure C with Disk-Streamed Experts

#GLM-5.2#C Programming#Model Optimization

The project demonstrates running the GLM-5.2 model (744B MoE) on a consumer-grade machine with 25GB RAM. It utilizes a lightweight C-based engine with zero dependencies, streaming model experts from disk to manage memory constraints.

Comments

Read original article

*** END OF TRANSMISSION ***

> RYANAIR PASSENGER INJURED AFTER MIDAIR ENGINE FAILURE LEADS TO CABIN WINDOW DAMAGE> LAYLO SEEKS HEAD OF FINANCE FOR SAAS GROWTH> LATE BRONZE AGE COLLAPSE: ARCHAEOLOGICAL INSIGHTS AND HISTORICAL ANALYSIS> UNPATCHED XRING VULNERABILITY IN XQUIC ENABLES REMOTE HTTP/3 SERVER CRASHES> LUMEN TECHNOLOGIES EXPANDS ASSET INVENTORY TO 1.1 MILLION VIA ADVANCED EXPOSURE MANAGEMENT> EXPOSED HACKER SERVER UNVEILS WP-SHELLSTORM WEBSHELL CAMPAIGN TARGETING WORDPRESS AND JOOMLA SITES> EU COMMISSION ALLEGES INSTAGRAM AND FACEBOOK VIOLATE DSA WITH ADDICTIVE DESIGN FEATURES> STUDY REVEALS SECURITY VULNERABILITIES IN 281 FREE ANDROID VPN APPLICATIONS> THE PHILOSOPHY OF INVISIBLE TOOLS IN SOFTWARE DEVELOPMENT> SOPHISTICATED PHISHING CAMPAIGN EXPLOITS MICROSOFT ENTRA PASSKEY ENROLLMENT FOR UNAUTHORIZED ACCESS> RYANAIR PASSENGER INJURED AFTER MIDAIR ENGINE FAILURE LEADS TO CABIN WINDOW DAMAGE> LAYLO SEEKS HEAD OF FINANCE FOR SAAS GROWTH> LATE BRONZE AGE COLLAPSE: ARCHAEOLOGICAL INSIGHTS AND HISTORICAL ANALYSIS> UNPATCHED XRING VULNERABILITY IN XQUIC ENABLES REMOTE HTTP/3 SERVER CRASHES> LUMEN TECHNOLOGIES EXPANDS ASSET INVENTORY TO 1.1 MILLION VIA ADVANCED EXPOSURE MANAGEMENT> EXPOSED HACKER SERVER UNVEILS WP-SHELLSTORM WEBSHELL CAMPAIGN TARGETING WORDPRESS AND JOOMLA SITES> EU COMMISSION ALLEGES INSTAGRAM AND FACEBOOK VIOLATE DSA WITH ADDICTIVE DESIGN FEATURES> STUDY REVEALS SECURITY VULNERABILITIES IN 281 FREE ANDROID VPN APPLICATIONS> THE PHILOSOPHY OF INVISIBLE TOOLS IN SOFTWARE DEVELOPMENT> SOPHISTICATED PHISHING CAMPAIGN EXPLOITS MICROSOFT ENTRA PASSKEY ENROLLMENT FOR UNAUTHORIZED ACCESS