#peer-to-peer updates16/09/2025
Update Trillion-Parameter LLMs in ~20s with MoonshotAI's Checkpoint-Engine
'MoonshotAI released checkpoint-engine, a middleware that updates model weights across thousands of GPUs in about 20 seconds, enabling fast RL and large-scale LLM serving with minimal downtime.'