vLLM Ships Native Sharded Weight Transfer, Syncing Trillion-Parameter Models in Seconds

vLLM, together with SkyRL, introduced a native sharded weight transfer engine built on Ray Direct Transfer and NIXL, syncing trillion-parameter model weights in about 7.5 seconds and supporting dense, MoE, and quantized models.

2026-08-26 ~ 2026-08-26 · 2 related posts

• vLLM Sharded Weight Transfer Hits 7.53s for 1T Params Model — TheZachMueller · 2026-08-26

1 near-duplicate retellings: AccBalanced