Agent skill · NVIDIA
tao-finetune-cosmos-embed
Cosmos-Embed1 video-text embedding for text-to-video retrieval, video-to-video search, semantic deduplication, and fine-tuning. Use when the user asks to "fine-tune Cosmos-Embed1", "run cosmos-embed inference", "export Cosmos-Embed1", "embed videos", or "search videos with text".
What it needs
About 7k tokens when loaded.
What this skill does
Cosmos-Embed Standalone install? If this session was not initialized by the TAO skill bank plugin, run the tao-setup skill first (host preflight, credentials, cross-skill discovery). Cosmos-Embed1 is a joint video-text embedder for text-to-video retrieval, video-to-video search, zero-shot/kNN classification, and semantic deduplication. The packaged CLI is cosmos-embed1 and supports train, evaluate, inference, and export. Container image and per-action commands are in references/skillinfo.yaml. Compact starting specs are in references/spectemplate.yaml. Train Action Policy AutoML is not packaged for this model skill because there are no Cosmos-Embed schemas under schemas/. Always use the direct model skill actions for train, evaluate, inference, and export, even when a higher-level request includes automlpolicy: on. Do not route Cosmos-Embed through workflow or AutoML skills until model-specific train schemas and templates are added. Non-train actions such as evaluate, inference, export, and deploy flows stay in this model skill. The per-run automlpolicy override does not change model metadata. Quick Start Use the published Cosmos-Embed container pinned below (also declared in references/skillinfo.yaml). Do not build from the private Cosmos-Embed1 source tree for normal skill use; build from source only when developing the container itself. Expected local workspace layout: Use these Docker options for all actions unless the local Docker/platform skill gives a stricter environment-specific command: For Cosmos-Embed images that ship protobuf==7.x, run a small startup preamble before every action: The image contains wandb==0.21.0 with protobuf==7.x; importing W&B fails before training/evaluation unless protobuf is pinned below 7. Use WANDBDISABLED=true and WANDBMODE=disabled for smoke or offline runs. …
How to use it
Reference it in AdaL, Claude Code, Cursor or any coding agent — nothing to install:
@skills NVIDIA/tao-finetune-cosmos-embed