For AI agents: a documentation index is available at the root level at /llms.txt. Append /llms.txt to any URL for a page-level index, or .md for the markdown version of any page.
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DocumentationAPI Reference
DocumentationAPI Reference
  • About
    • Concepts
    • Architecture
    • Ecosystem
    • Release Notes
  • Get Started
    • Prerequisites
    • Installation
    • Quickstart
  • Agent Server
  • Model Server
    • vLLM
  • Resources Server
  • Data
    • Prepare and Validate
    • Download from Hugging Face
    • Prompt Config
  • Environment Tutorials
    • Single-Step Environment
    • Multi-Step Environment
    • Stateful Environment
    • Real-World Environment
    • Integrate external libraries
    • Add a benchmark
    • Verification Patterns
    • Aggregate Metrics
  • Training Tutorials
    • NeMo RL
    • Unsloth
    • Multi-Environment Training
    • Training with VeRL
    • Offline Training (SFT/DPO)
  • Model Recipes
    • Nemotron 3 Nano
    • Nemotron 3 Super
  • Infrastructure
    • Deployment Topology
    • Engineering Notes
  • Reference
    • Configuration
    • RL Framework Compatibility
    • CLI Commands
    • FAQ
  • Troubleshooting
    • Configuration Errors
  • Contribute
    • Development Setup
    • Environments
    • Integrate RL Frameworks
  • About
  • Concepts
  • Environments
  • Evaluation
  • Training
  • Key Terminology
  • Architecture
  • Ecosystem
  • Release Notes
  • Prerequisites
  • Installation
  • Quickstart
  • Agent Server
  • Model Server
  • vLLM
  • Resources Server
  • Data
  • Prepare and Validate
  • Download from Hugging Face
  • Prompt Config
  • Environment Tutorials
  • Single-Step Environment
  • Multi-Step Environment
  • Stateful Environment
  • Real-World Environment
  • Generating Training Data
  • Resources Server Implementation
  • Integrate external libraries
  • Add a benchmark
  • Verification Patterns
  • LLM-as-Judge
  • Aggregate Metrics
  • Training Tutorials
  • NeMo RL
  • About Workplace Assistant
  • Gym Configuration
  • Multi-Node Training
  • NeMo RL Configuration
  • Setup
  • Single Node Training
  • Unsloth
  • Multi-Environment Training
  • Training with VeRL
  • Offline Training (SFT/DPO)
  • Model Recipes
  • Nemotron 3 Nano
  • Nemotron 3 Super
  • Infrastructure
  • Deployment Topology
  • Engineering Notes
  • aiohttp vs httpx
  • Responses API
  • SWE RL Case Study
  • System Design
  • Reference
  • Configuration
  • RL Framework Compatibility
  • CLI Commands
  • FAQ
  • Troubleshooting
  • Configuration Errors
  • Contribute
  • Development Setup
  • Environments
  • New Environment
  • Integrate RL Frameworks
  • Generation Backend
  • Integration Footprint
  • On-Policy Corrections
  • Success Criteria

Reference

||View as Markdown|

Quick lookup for configuration syntax, options, and specifications.

Configuration

YAML configuration schema and options for servers, agents, and datasets.

RL Framework Compatibility

Compatibility matrix for NeMo RL, TRL, Unsloth, and other training frameworks.

CLI Commands

All CLI commands, arguments, and usage examples.

FAQ

Common questions about debugging, performance, and configuration.

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System Design

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Configuration

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