Baseten cuts 770GB RL weight sync to 15 seconds, 7.5x faster than prior SOTA

baseten · x · 2026-10-31

Baseten shipped what it calls the world's fastest delta weight syncs for managed RL rollouts. A 770GB GLM-5.3 checkpoint sync that previously took 36 seconds (6s request pause) now completes in 15 seconds with a 0.8-second pause — 7.5x faster than prior SOTA — so global fleets always run rollouts against the latest policy. Engineering details in their blog post.

Original post →

More from Infra

Infra channel →