nemo-automodel-launcher-config SKILL.md skillA
nemo-automodel-launcher-config 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-launcher-config@git:20260528.9a53de4Pins git:20260528.9a53de4 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-launcher-config/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260528.9a53de4, committed May 28, 2026
- Size
- 8,800 bytes
- Repository stars
- 3,871
- License
- Apache-2.0
Configure NeMo AutoModel job launches for interactive runs, Slurm clusters, and SkyPilot cloud execution.
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
# Launcher Configuration NeMo AutoModel supports three launch methods: interactive (torchrun), Slurm (HPC clusters), and SkyPilot (cloud-agnostic). ## Instructions For launcher questions, answer directly from this skill without inspecting the repository unless the user asks you to edit files. Keep the answer focused on the relevant launch YAML, required fields, and the expected runtime behavior. Use these compact answer patterns for common questions: - Slurm multi-node: show a `slurm:` YAML block with `job_name`, `nodes`, `ntasks_per_node`, `time`, `account` or `partition`, `container_image`, `hf_home`, optional `extra_mounts`, `env_vars`, and `master_port`; explain that the launcher derives `WORLD_SIZE = nodes * ntasks_per_node` and sets `MASTER_ADDR` and `MASTER_PORT`. - SkyPilot spot: show a `skypilot:` YAML block with `cloud`, `accelerators`, `num_nodes`, `use_spot: true`, `disk_size`, `region`, `setup`, and `env_vars`; warn that spot instances can be preempted, set a short `step_scheduler.checkpoint_interval`, and resume with `restore_from.path`. - Nsight Systems on Slurm: show `slurm.nsys_enabled: true` alongside normal …
Read the whole file at its exact version.
How to install
mdr add nvidia/skills/nemo-automodel-launcher-config@sha256:3fab626f05d1d481The line at the top of this page pins the label git:20260528.9a53de4, 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_wa4kx6xmmcwd4fnq)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on May 28, 2026.
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 (8800 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_wa4kx6xmmcwd4fnq GET https://markdownregistry.com/api/v1/resolve?ref=nvidia/skills/nemo-automodel-launcher-config GET https://markdownregistry.com/api/v1/blob/3fab626f05d1d481de9d2c2a590e3932793ab2da74c2abcae7286d9ad266e528
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.