FreeSkills
Commits, branches and sync with the but CLI
- 361361 downloads
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Works with
- Claude Code
- Codex
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Cosmos-Embed1 fine-tuning for video-text retrieval v1.0.0
Use this resource to fine-tune Cosmos-Embed1 and produce video-text embeddings with TAO
New
- 399 downloads
- 169 likes
- 128 saves
Free
Install with the CLI
In a terminal, from the folder you want:
npx --yes palatekit@latest install cosmos-embed-video-text-finetuningWith no option, the skill goes to ~/.agents/skills/; add --agent claude-code (or codex, cursor…) to target an agent.
First time: connect the CLI with
npx --yes palatekit@latest loginThe agent prepares the training, evaluation, inference and HF or ONNX export specs, and explains the data and weight formats. You get embeddings to search or deduplicate videos.
Mostly picked by
Updated November 2, 2026
Previews
Details
- Install guides
- Generates with
- Your agent's model
- Licence
- Apache-2.0
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What you get
- references/spec_template_train.yaml: training spec
- references/spec_template_export_onnx.yaml: ONNX export
- references/skill_info.yaml: container and action information
Good fit for
- You want to search videos with a sentence
- You must semantically deduplicate video clips
Not for
Tags
- cosmos-embed
- video
- search
- embeddings
About
You say
“Find the videos in my corpus that match “a forklift in a warehouse”.”
Skill published by nvidia under the Apache-2.0 license, delivered in its original version.
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How to use it
- Install the skill in your agent's skills folder
- Ask your agent to fine-tune Cosmos-Embed1 and produce video-text embeddings with TAO
- Review and adjust the result
Content preview
Files
- BENCHMARK.md7.1 KB
- config/skillspector-baseline.yaml1 KB
- evals/evals.json0.8 KB
- LICENSE11.3 KB
- NOTICE-PALATEKIT.md0.5 KB
- references/skill_info.yaml2.9 KB
- references/spec_template_evaluate.yaml1.2 KB
- references/spec_template_export_hf.yaml0.8 KB
- references/spec_template_export_onnx.yaml0.8 KB
- references/spec_template_inference.yaml1.2 KB
- references/spec_template_train.yaml2.3 KB
- skill-card.md4.4 KB
- SKILL.md15.3 KB
- skill.oms.sig6.2 KB
Origin and licence
Listed unmodified
- Author
- nvidia
- Source
- github.com/nvidia/skills/tree/ca116d60beafe1b4459f0ab790b7b450912c56b0/skills/tao-finetune-cosmos-embed
- Licence
- Apache-2.0
Notice
« tao-finetune-cosmos-embed » (nvidia, Apache-2.0) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.
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