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NeMo Framework

  • Overview
  • Performance
  • Why NeMo Framework?

Quickstart

  • Getting Started
  • Playbooks

NeMo 2.0

  • Overview
  • Quickstart with NeMo-Run
  • Migration Guide
  • Feature Guide
  • Large Language Models
  • Long Context Recipe

Training and Customization

  • SFT and PEFT
  • Continual Learning with Pretrained Checkpoints
  • RAG
  • Optimizing Models with Pruning
  • Optimizing Models with Knowledge Distillation

Models

  • Large Language Models
  • Multimodal Models
  • Embedding Models
  • Speech AI Models

Deploy Models

  • Overview
  • NeMo Large Language Models
  • NeMo Multimodal Models

Library Documentation

  • Overview
  • NeMo
  • NeMo Framework Launcher
    • Launcher Introduction
    • Quickstart Guide for NeMo Launcher
    • NeMo Launcher Tutorial
      • NeMo Launcher Tutorial
      • Understand the Configurations
      • Launch Experiment with NeMo Launcher
      • Logs and Results
      • Launcher Multirun
      • Debugging
  • NeMo Aligner
  • NeMo Curator

Cloud Service Providers

  • Overview

Releases

  • Software Component Versions
  • Changelog
  • Known Issues
NVIDIA NeMo Framework User Guide
  • »
  • NeMo Launcher Guide »
  • NeMo Launcher Tutorial
  •  

Important

NeMo 2.0 is an experimental feature and currently released in the dev container only: nvcr.io/nvidia/nemo:dev. Please refer to NeMo 2.0 overview for information on getting started.

NeMo Launcher Tutorial

  • NeMo Launcher Tutorial
  • Understand the Configurations
    • Overall Hierarchy:
    • Pipeline Configurations
    • Cluster Configurations
    • Environment Variables Configurations
    • NUMA Mapping Configurations
  • Launch Experiment with NeMo Launcher
    • Configure and Run a Launcher Pipeline
    • Example: Pre-train Stable Diffusion 860M Model for 10 Epochs with Resolution 256
  • Logs and Results
  • Launcher Multirun
  • Debugging

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Last updated on Dec 23, 2024.