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nemotron-customize - Plan and configure Nemotron customization pipelines

Plans, configures, validates, runs, and chains existing repo-native Nemotron steps for training, alignment, conversion, optimization, and evaluation.

Tags

Updated: 2026-10-02

Capabilities

Typical Inputs

Typical Outputs

What this skill does

  • Plan Nemotron step pipelines
  • Validate artifact wiring
  • Create YAML configuration files
  • Inspect selected repository steps
  • Run existing customization steps
  • Submit remote step runs
  • Evaluate checkpoints and endpoints

Inputs

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

Outputs

  • Pipeline plans
  • YAML or configuration files
  • Artifact validation results
  • Execution commands
  • Execution status
  • Blocked handoffs

Requirements

  • Nemotron repository with src/nemotron/steps/
  • uv command availability
  • Repo-root execution context
  • Matching environment profile for remote runs
  • Step-specific auth variable for hosted services

Source

  • Spec: SKILL.md

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nemotron
customization
training
pipelines
evaluation
alignment
Plan Nemotron step pipelines
Validate artifact wiring
Create YAML configuration files
Inspect selected repository steps
Nemotron repository checkout
Customization step or workflow
Model or checkpoint
Pipeline plans
YAML or configuration files
Artifact validation results