tao-train-deformable-detr SKILL.md skillA
tao-train-deformable-detr from nvidia-tao/tao-skill-bank is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add nvidia-tao/tao-skill-bank/tao-train-deformable-detr@v0.1.0Pins v0.1.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- nvidia-tao/tao-skill-bank
- Path
skills/models/tao-train-deformable-detr/SKILL.md- Versions recorded
- 5
- Latest version
- v0.1.0, committed Aug 11, 2026
- First version recorded
- Jun 3, 2026
- Size
- 15,460 bytes
- Repository stars
- 95
- License
- Apache-2.0
Deformable DETR for 2D object detection. Uses deformable attention for efficient multi-scale feature processing,.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Deformable DETR > **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). Deformable DETR for 2D object detection. Uses deformable attention for efficient multi-scale feature processing. Lighter than DINO with competitive accuracy. Uses pretrained weights. Set `model.pretrained_backbone_path` for backbone-only loading or `train.pretrained_model_path` for full model initialization. Supported parent model actions are `train`, `evaluate`, `inference`, `export`, and `quantize`. The PyT model container does not support a native `gen_trt_engine` subtask for this network. The `gen_trt_engine` action declared in `references/skill_info.yaml` must run with the TAO Deploy container. Deploy spec templates live in this skill's `references/` folder with the `spec_template_deploy_*.yaml` prefix. ## Dataclass Schemas …
Read the whole file at its exact version.
How to install
mdr add nvidia-tao/tao-skill-bank/tao-train-deformable-detr@sha256:9a5800dd09353187The line at the top of this page pins the label v0.1.0, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_hefi3r5u4qrpsh4f)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between Jun 3, 2026 and Aug 11, 2026, about one every 17 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v0.1.0 latest | 2026-08-11 | 366c7ca | 15,460 B | A | view · diff |
| v0.1.0 | 2026-08-03 | 03f2daa | 14,842 B | A | view · diff |
| v0.1.0 | 2026-06-22 | c3be57b | 14,639 B | A | view · diff |
| v0.1.0 | 2026-06-08 | 49253f4 | 12,188 B | A | view · diff |
| v0.1 | 2026-06-03 | 2fd0a48 | 12,061 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (15460 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
nvidia-tao/tao-skill-bank · 95 stars · license Apache-2.0 · pushed 2026-10-21 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_hefi3r5u4qrpsh4f GET https://markdownregistry.com/api/v1/resolve?ref=nvidia-tao/tao-skill-bank/tao-train-deformable-detr GET https://markdownregistry.com/api/v1/blob/9a5800dd093531879f576dcecd7db98de2d3b6a2ba79f61df81c16ea2e85bbb1
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.