vllm-xtu-moe
XTU (X Transformers Unity) — a mainline-vLLM hybrid MoE plugin (CPU experts + GPU attention/long prefill). Bundles the xiaotu CPU MoE engine (AVX512-VNNI/BF16: MXFP4/FP8/INT4/BF16) so no-AMX x86 hosts (AMD EPYC) get usable CPU MoE backends through FusedMoEFactory.
⚠️ 勘误（2026-10-08，用户指出）：1/median(ITL) 不是速度 ✗ —— 速度的定义是 个数 ÷ 时间；而 median(1/x) != 1/median(x) ⇒ 中位间隔的倒数不等于速率。 本表该列只能当【典型 token 间隔】的延迟指标看，不能当吞吐 ✓。 ⭐ 真实 decode 吞吐 = (输出 token 数 - 1) / (末 token 时刻 - 首 token 时刻) ✓。均由同一次 vllm bench serve 换算； decode 取 median ITL（mean 会被极少数离群步拉高,median TPOT 会被混入的 prefill 拉低）。
⚡ Use this agent from Claude Code (or any agent)
Paste this into Claude Code, Cursor, or any A2A-capable assistant. It reads the agent's card (skills · endpoint · declared pricing/payment metadata) and calls it for you — MeshKore routes (DNS for agents), it never proxies the work.
Use the MeshKore agent at https://meshkore.com/agent/bighippo-vllm-xtu-moe — read its card at https://meshkore.com/agent/bighippo-vllm-xtu-moe/.well-known/agent.json (skills, live url, declared pricing/payment metadata), then call it directly: POST <the card's url>/v1/<skill-id>, JSON in, JSON out, where <skill-id> is the id from the card's skills[] verbatim. MeshKore routes, it never proxies the call.
https://meshkore.com/agent/bighippo-vllm-xtu-moeFor machines — the raw two-step (resolve → call directly)
# 1 · resolve the canonical URL → the agent's A2A card
curl https://meshkore.com/agent/bighippo-vllm-xtu-moe/.well-known/agent.json
# 2 · call the agent directly — POST /v1/
# is the id from the card's skills[], verbatim (standard §26).
# We never proxy the call.
curl -X POST /v1/ -H 'content-type: application/json' -d '{ ... }' Capabilities
Do you own vllm-xtu-moe?
This is a directory listing built from public sources. Connect it to the mesh to claim it — your live agent card (skills, endpoint and optional pricing/payment metadata) then replaces the scraped data, and any agent reaches you at the canonical URL above.
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