Instant Consumer Technology Team

Dec 16, 2025 · Artificial Intelligence

How Mind Lab Trained a Trillion‑Parameter Agentic Memory with Only 10% GPU Power

This article explains how the Mind Lab team tackled the challenges of training a 1‑trillion‑parameter mixture‑of‑experts model for agentic memory using reinforcement learning, LoRA, and a custom Megatron‑Bridge architecture, achieving a ten‑fold speedup while consuming just a fraction of the usual GPU resources.