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NeMo Gym

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NeMo Gym

  • GitHub

Table of Contents

  • Home

About

  • Overview
  • Concepts
    • Training Approaches
    • Environment Components
    • Configuration System
    • Architecture
    • Task Verification
    • Key Terminology
  • Ecosystem

Get Started

  • Quickstart
  • Detailed Setup Guide
  • Rollout Collection

Agent Server

  • Overview

Model Server

  • Overview
  • vLLM

Resources Server

  • Overview

Data

  • Overview
  • Prepare and Validate
  • Download from Hugging Face

Environment Tutorials

  • Overview
  • Single-Step Environment
  • Multi-Step Environment
  • Stateful Environment
  • Real-World Environment
    • Generating Training Data
    • Resources Server Implementation
  • Integrate external libraries
  • Add a benchmark
  • Design a customer evaluation

Training Tutorials

  • Overview
  • NeMo RL
    • About Workplace Assistant
    • Gym Configuration
    • NeMo RL Configuration
    • Setup
    • Single Node Training
    • Multi-Node Training
  • Unsloth
  • Multi-Environment Training
  • Offline Training (SFT/DPO)

Model Recipes

  • Overview
  • Nemotron 3 Nano
  • Nemotron 3 Super

Infrastructure

  • Overview
  • Deployment Topology
  • Engineering Notes
    • Responses API
    • SWE RL Case Study
    • aiohttp vs httpx

Reference

  • Configuration
  • RL Framework Compatibility
  • CLI Commands
  • API Reference
    • nemo_gym
      • nemo_gym.config_types
      • nemo_gym.dataset_orchestrator
      • nemo_gym.package_info
      • nemo_gym.global_config
      • nemo_gym.hf_utils
      • nemo_gym.train_data_utils
      • nemo_gym.base_resources_server
      • nemo_gym.openai_utils
      • nemo_gym.server_utils
      • nemo_gym.cli
      • nemo_gym.server_status
      • nemo_gym.reward_profile
      • nemo_gym.gitlab_utils
      • nemo_gym.rollout_collection
      • nemo_gym.base_responses_api_model
      • nemo_gym.cli_setup_command
      • nemo_gym.benchmarks
      • nemo_gym.base_responses_api_agent
      • nemo_gym.profiling
  • FAQ

Troubleshooting

  • Configuration Errors

Contribute

  • Overview
  • Development Setup
  • Environments
    • New Environment
  • Integrate RL Frameworks
    • Generation Backend
    • On-Policy Corrections
    • Integration Footprint
    • Success Criteria
  • API Reference
  • nemo_gym
  • nemo_gym.cli_setup_command

nemo_gym.cli_setup_command#

Module Contents#

Functions#

setup_env_command

run_command

API#

nemo_gym.cli_setup_command.setup_env_command(
dir_path: pathlib.Path,
global_config_dict: omegaconf.DictConfig,
prefix: str,
) → str[source]#
nemo_gym.cli_setup_command.run_command(
command: str,
working_dir_path: pathlib.Path,
) → subprocess.Popen[source]#

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On this page
  • Module Contents
    • Functions
    • API
      • setup_env_command()
      • run_command()
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