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nemotron-customize - Plan and configure Nemotron customization pipelines

Plans, validates, and configures repo-native Nemotron steps for curation, training, alignment, conversion, optimization, evaluation, and multi-step pipelines.

Tags

Updated: 2026-10-02

Capabilities

Typical Inputs

Typical Outputs

What this skill does

  • Plan step pipelines
  • Match artifact dependencies
  • Configure existing steps
  • Validate artifact wiring
  • Generate YAML configurations
  • Prepare execution commands
  • Evaluate checkpoints and endpoints

Inputs

  • Nemotron repository checkout
  • Customization workflow request
  • Model or checkpoint
  • Data paths
  • Output directory
  • Hardware and GPU count
  • Environment profile TOML
  • Hosted-service auth variable

Outputs

  • Pipeline plan
  • Artifact wiring details
  • YAML or config files
  • Validation findings
  • Execution commands
  • Blocked handoff

Requirements

  • Nemotron repository with src/nemotron/steps/
  • uv command runner
  • Matching environment profile for remote execution
  • Required auth variable for hosted services

Source

  • Spec: SKILL.md
nemotron
customization
training
pipelines
evaluation
checkpoint conversion
Plan step pipelines
Match artifact dependencies
Configure existing steps
Validate artifact wiring
Nemotron repository checkout
Customization workflow request
Model or checkpoint
Pipeline plan
Artifact wiring details
YAML or config files