vLLM Ships Day-0 Support for Step-5 Preview: 604B MoE with 1M Context and RL Recipes

vllm_project · x · 2026-10-15

vLLM announced full support for StepFun's Step-5 Preview: a multimodal MoE with hybrid sparse/sliding-window attention, 1M-token context, and MTP. Highlights: official Docker image, FP8 on 4×B300 (TP4/TEP4/DEP4 with MegaMoE on Blackwell, 8×H200 otherwise), an NVFP4 checkpoint, a P/D prototype on 12×GB300 hitting 91.24% prefix-cache hit rate with zero errors across two 1,000-request OCR runs, and Day-0 RL support via verl (GRPO + LoRA on FSDP2, vLLM rollouts, R3 routing replay, adapter-only weight sync).

Related event: vLLM Ships Day-0 Support for Step-5 Preview with Sparse Attention and MoE(4 posts)→

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