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nemotron-customize - Plan and configure Nemotron customization pipelines

Plan, configure, validate, run, and compose existing Nemotron customization steps into single-step or multi-step pipelines.

Tags

Updated: 2026-10-02
nemotroncustomizationtrainingpipelines

Capabilities

Route customization requestsPlan pipeline DAGsValidate artifact wiringCreate YAML configurations

Typical Inputs

Nemotron repository checkoutCustomization requestModel or checkpoint

Typical Outputs

Pipeline planYAML configuration filesExecution commands

What this skill does

  • Route customization requests
  • Plan pipeline DAGs
  • Validate artifact wiring
  • Create YAML configurations
  • Run existing steps
  • Evaluate checkpoints and endpoints

Inputs

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

Outputs

  • Pipeline plan
  • YAML configuration files
  • Execution commands
  • Validation results
  • Blocked handoff

Requirements

  • Nemotron repository with step sources
  • uv command
  • Matching environment profile for remote execution
  • Required hosted-service authentication variable
  • Concrete model, data, output, and hardware values

Source

  • Spec: SKILL.md

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