SUNDAY, JULY 19, 2026 48° E  /  GLOBAL TECH · SUMMARISED SUBSCRIBE
AI, business, devices, policy — global tech, summarised every 30 minutes.
Dev Tools · 7h ago

Colibri Runs Massive MoE Models on CPU+SSD, Challenges GPU Dominance

By Meridian48 News Desk · Summarised from DEV Community ·

Colibri, a new project, runs massive Mixture of Experts models on ordinary CPUs and SSDs by loading only needed experts into memory. It treats storage as an active inference participant, not just a weight repository. The approach could democratize large model access by reducing hardware requirements.

Meridian48 take
Colibri's innovation is real, but its practical speed depends on SSD latency; predictive loading could be the next leap.
Read the full reporting
# Colibri Made Me Rethink How We Run LLMs — And There Might Be a Next Step →
DEV Community
moe-inferencecpu-inference
More dev tools briefs
Go deeper on dev tools
AllAIStartupsBusinessDevicesPolicySecurityDev ToolsPakistan