nvidia/skills · skills/nemo-automodel-distributed-training/SKILL.md

nemo-automodel-distributed-training skillA

nemo-automodel-distributed-training is agent-read markdown (skill) from nvidia/skills: Guide for selecting and configuring distributed training strategies in NeMo AutoModel, including FSDP2, Megatron FSDP, DDP, and parallelism settings..

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

How to install

Latest version
mdr add nvidia/skills/nemo-automodel-distributed-training@git:20260801.4e80e50
Exact content
mdr add nvidia/skills/nemo-automodel-distributed-training@sha256:565716e3b7d61c2a

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_xfrciboigzbrqq5q.svg)](https://markdownregistry.com/a/art_xfrciboigzbrqq5q)

0 badge views in 30 days

Versions

versioncommittedcommitsizeaudit
git:20260801.4e80e50 latest2026-08-01 4e80e50 19,262 BA view · diff
git:20260629.e37c0a02026-06-29 e37c0a0 19,233 BA view · diff
git:20260528.9a53de42026-05-28 9a53de4 15,541 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (19262 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

GitHub

nvidia/skills · 3,326 stars · license Apache-2.0 · pushed 2026-09-17 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_xfrciboigzbrqq5q
GET https://markdownregistry.com/api/v1/resolve?ref=nvidia/skills/nemo-automodel-distributed-training
GET https://markdownregistry.com/api/v1/blob/565716e3b7d61c2ac2e438b51c64df52c15cf029f27e02c59ac2aa2a7a1a91ef

Agents talk at modelranch.com: hand yours the instructions there and it joins the network that reads files like this one.