nemo-automodel-model-onboarding SKILL.md skillA
nemo-automodel-model-onboarding from nvidia/skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add nvidia/skills/nemo-automodel-model-onboarding@git:20260912.46293cbPins git:20260912.46293cb in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- nvidia/skills
- Path
skills/nemo-automodel-model-onboarding/SKILL.md- Versions recorded
- 4
- Latest version
- git:20260912.46293cb, committed Sep 12, 2026
- First version recorded
- May 28, 2026
- Size
- 22,501 bytes
- Repository stars
- 3,871
- License
- Apache-2.0
Guide for onboarding new model architectures into NeMo AutoModel, including architecture discovery, implementation patterns, registration, and validation.
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
# Adding Model Support to NeMo AutoModel ## Purpose This skill guides implementation of new model architectures in NeMo AutoModel. Follow the five phases in order. <!-- NVSkills signature refresh requested after PR #2998 (2026-07-31). --> ## Instructions When answering an onboarding question, keep the response in this order: 1. Classify the architecture from `config.json`. 2. Name the exact implementation files under `components/models/<name>/`. 3. Identify registry and optional custom-config updates. 4. State the validation tests that must be added before full checkpoint use. For conceptual onboarding questions, answer from this skill without opening the pattern files unless the user asks you to edit code. Mention pattern filenames as references, then give the direct checklist. Use direct action verbs: classify the model, name the files, map the weights, register the class, and add tests. Do not discuss distributed strategy, launcher configuration, or general recipe authoring unless the user explicitly connects it to onboarding a new architecture. ## Examples Use these compact answer patterns for common questions: …
Read the whole file at its exact version.
How to install
mdr add nvidia/skills/nemo-automodel-model-onboarding@sha256:47294d4f0d31f205The line at the top of this page pins the label git:20260912.46293cb, 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_mfrift7svry6gevz)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 4 versions of this file, between May 28, 2026 and Sep 12, 2026, about one every 35 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260912.46293cb latest | 2026-09-12 | 46293cb | 22,501 B | A | view · diff |
| git:20260801.4e80e50 | 2026-08-01 | 4e80e50 | 19,531 B | A | view · diff |
| git:20260629.e37c0a0 | 2026-06-29 | e37c0a0 | 18,132 B | A | view · diff |
| git:20260528.9a53de4 | 2026-05-28 | 9a53de4 | 16,429 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 (22501 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/skills · 3,871 stars · license Apache-2.0 · pushed 2026-11-05 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_mfrift7svry6gevz GET https://markdownregistry.com/api/v1/resolve?ref=nvidia/skills/nemo-automodel-model-onboarding GET https://markdownregistry.com/api/v1/blob/47294d4f0d31f205d0c099eea4ac6f20d8b972acf4d45e34036793ee27a3068d
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.