Train ModelsSAFE
Developer Asset Hub for NVIDIA Nemotron — A one-stop resource for training recipes, usage cookbooks, datasets, and full end-to-end reference examples to build with Nemotron models
Overview
Developer Asset Hub for NVIDIA Nemotron — A one-stop resource for training recipes, usage cookbooks, datasets, and full end-to-end reference examples to build with Nemotron models
441e9a359902OBSERVED · 2026-10-09Install
Commands as the repository documents them. They are shown, not run.
git clone https://github.com/NVIDIA-NeMo/Nemotron && cd Nemotron
uv sync
uv run nemotron steps run env/env_toml -c lepton output_path=env.toml force=true
uv run nemotron steps show sft/automodel
uv run nemotron steps run sft/automodel --config tiny --run lepton_sft_automodel --dry-run
uv run nemotron steps run sft/automodel -c tiny -r lepton_sft_automodel
Trust audit
SAFEgrade B · trust 89/100 Nothing in the source contradicts what it says it does. Grade A is reserved for packages that have also passed the behavioural sandbox.
| Layer | What it checks | Result |
|---|---|---|
| L0 | Provenance & inventory | PASS |
| L1 | Static analysis of the code | NA |
| L2 | Instruction surface (what it tells the agent) | PASS |
| L3 | Class-specific surface | WARN |
| L4 | Behavioural (sandbox) | SKIPPED |
What the source does
- Filesystem
- none-observed
- Network
- none-observed
- Shell
- none-observed
- Dependencies
- pinned
- Secrets in source
- none-found
Findings (2)
Configuration files use the OmegaConf `${oc.env:NAME,default}` resolver to read environment variables at compile time.Gates applied: no_behavioural_pass.
441e9a359902full audit observations/trust-audit/skill/nvidia-nemo__train-models.json · Report an issue / request a re-scanAudit history
Every audit this skill has had.
| Date | Source | Verdict | Grade | Score | Change |
|---|---|---|---|---|---|
| 2026-10-09 | 441e9a359902 | SAFE | B | 89 | first audit |
Questions
What does the Train Models skill do?
Developer Asset Hub for NVIDIA Nemotron — A one-stop resource for training recipes, usage cookbooks, datasets, and full end-to-end reference examples to build with Nemotron models
Is Train Models safe to install?
The audit found nothing in the source that contradicts what it says it does, and graded it B (89/100). Grade A is held back for packages that have also passed a sandboxed behavioural run, which is why a clean skill reads B.
What can Train Models access on my machine?
The audit observed no filesystem, network or shell use at all in its source.
How current is this page?
The grade is for one exact copy of the source (441e9a359902), read on 2026-10-09. The repository is watched, and a new audit runs when it changes — this is the first audit.