cosmos3-ray-serve is agent-read markdown (skill) from nebius/nebius-physical-ai: Operate, validate, or troubleshoot persistent Cosmos3-Nano generation through NVIDIA Cosmos Framework's native Ray Serve implementation, including authenticated readiness, dynamic request batching, B200 versus RTX PRO 6000 placement, runtime-fetched weights/guardrails, and durable S3 batch outputs..
Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.
mdr add nebius/nebius-physical-ai/cosmos3-ray-serve@git:20260827.6716731mdr add nebius/nebius-physical-ai/cosmos3-ray-serve@sha256:27affe0f03e65ed1Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.
[](https://markdownregistry.com/a/art_rwed725wzxczvtmj)
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nebius/nebius-physical-ai · 27 stars · license Apache-2.0 · pushed 2026-09-06 · branch main
GET https://markdownregistry.com/api/v1/artifacts/art_rwed725wzxczvtmj GET https://markdownregistry.com/api/v1/resolve?ref=nebius/nebius-physical-ai/cosmos3-ray-serve GET https://markdownregistry.com/api/v1/blob/27affe0f03e65ed1dc9d3de0213bf3ef15caa258ba8384cd2ed5b256cc64b920