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Nemotron

GitHub

Nemotron

GitHub

Table of Contents

Usage Cookbook

Usage Cookbook
Nemotron-Nano2-VL Notebooks
Nemotron-Parse-v1.1 Notebooks

Use Case Examples

Nemotron Use Case Examples
NVIDIA Nemotron 3 Nano - Simple Usage Guide
Data Science ML Agent
RAG Agent with Nemotron RAG Models
📄 Intelligent Document Processing (IDP) with Nemotron RAG
🎙️ Voice-Powered RAG Agent with NVIDIA Nemotron Models
LoRA Fine-Tuning & Deployment of Nemotron for SQL using Megatron Bridge

Training Recipes

Nemotron 3 Nano Training Recipe
Artifact Lineage & W&B Integration

Nano3 Stages

Stage 0: Pretraining
Stage 1: Supervised Fine-Tuning (SFT)
Stage 2: Reinforcement Learning (RL)
Stage 3: Evaluation
Importing Models and Data

Nemotron Kit

Nemotron Kit
NVIDIA AI Stack
nemo_runspec Package
Execution through NeMo-Run
OmegaConf Configuration System
Weights & Biases Integration
CLI Framework
Data Preparation Module
Xenna Pipeline Observability

Architecture

Nemotron Architecture
Design Philosophy
CLI Architecture
Runspec: [tool.runspec] Specification

Index

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