nemotron-customize

What problem does it solve?

This Skill turns a model-customization request into a repo-native Nemotron pipeline plan and runnable commands, avoiding manual step discovery and incorrect wiring.

Core Features & Use Cases

• Pipeline planning from the NeMo/Nemotron step catalog: chooses the right steps for SFT, PEFT/LoRA, alignment (DPO/RLVR/GRPO/RLHF), data curation/translation, BYOB/MCQ benchmark preparation, checkpoint conversion, ModelOpt optimization, and evaluation.
• Artifact-aware DAG and wiring validation: validates artifact compatibility (consumes/produces) so the output of one step matches the input requirements of the next.
• Minimal config generation: produces only the YAML overlays/configs needed to run existing checked-in steps, not new reimplementations.
• Safety and execution guardrails: blocks remote commands when required env/TOML profiles are missing and scopes shell usage to repo-safe validation patterns.

Quick Start

Use the nemotron-customize skill by invoking it from the Nemotron repo root for a specific training or conversion request, for example: ask your agent for the translate pipeline command for your input/output paths and hardware/backend constraints.