> This page is for version v1.5.1.
> For other versions, use one of these documentation indexes:
> - Latest (v1.5.1) (default): https://docs.nvidia.com/dynamo/latest/llms.txt
> - dev: https://docs.nvidia.com/dynamo/dev/llms.txt
> - v1.5.1: https://docs.nvidia.com/dynamo/v1.5.1/llms.txt
> - v1.5.0: https://docs.nvidia.com/dynamo/v1.5.0/llms.txt
> - v1.4.2: https://docs.nvidia.com/dynamo/v1.4.2/llms.txt
> - v1.4.1: https://docs.nvidia.com/dynamo/v1.4.1/llms.txt
> - v1.4.0: https://docs.nvidia.com/dynamo/v1.4.0/llms.txt
> - v1.3.0: https://docs.nvidia.com/dynamo/v1.3.0/llms.txt
> - v1.2.1: https://docs.nvidia.com/dynamo/v1.2.1/llms.txt
> - v1.2.0: https://docs.nvidia.com/dynamo/v1.2.0/llms.txt
> - v1.1.1: https://docs.nvidia.com/dynamo/v1.1.1/llms.txt
> - v1.1.0: https://docs.nvidia.com/dynamo/v1.1.0/llms.txt
> - v1.0.2: https://docs.nvidia.com/dynamo/v1.0.2/llms.txt
> - v1.0.1: https://docs.nvidia.com/dynamo/v1.0.1/llms.txt
> - v1.0.0: https://docs.nvidia.com/dynamo/v1.0.0/llms.txt
> - v0.9.1: https://docs.nvidia.com/dynamo/v-0-9-1/llms.txt
> - v0.9.0: https://docs.nvidia.com/dynamo/v-0-9-0/llms.txt
> - v0.8.1: https://docs.nvidia.com/dynamo/v-0-8-1/llms.txt
> - v0.8.0: https://docs.nvidia.com/dynamo/v-0-8-0/llms.txt
> - v0.7.1: https://docs.nvidia.com/dynamo/v-0-7-1/llms.txt
> - v0.7.0: https://docs.nvidia.com/dynamo/v-0-7-0/llms.txt

> For clean Markdown content of this page, append .md to this URL. For the complete documentation index, see https://docs.nvidia.com/dynamo/llms.txt. For full content including API reference and SDK examples, see https://docs.nvidia.com/dynamo/llms-full.txt.

# Examples

Use these examples when you want a concrete starting point instead of a conceptual guide. The examples in the Dynamo repository track `main`; if you are using a stable release, prefer the examples from the matching release branch or the versioned recipes in these docs.

## Start Here

- [Hello World custom backend](https://github.com/ai-dynamo/dynamo/tree/main/examples/custom_backend/hello_world) — a minimal GPU-unaware graph that demonstrates Dynamo's component model.
- [Kubernetes Quickstart](/dynamo/dev/kubernetes/getting-started/quickstart) — run a model on Kubernetes with the current recommended path.
- [CLI Getting Started](/dynamo/dev/cli/getting-started/introduction) — run Dynamo locally from the CLI.

## Backend Examples

- [vLLM local deployment examples](/dynamo/dev/recipes/cli-templates/v-llm) — CLI launch patterns for vLLM.
- [SGLang local deployment examples](/dynamo/dev/recipes/cli-templates/sg-lang) — CLI launch patterns for SGLang.
- [TensorRT-LLM local deployment examples](/dynamo/dev/recipes/cli-templates/tensor-rt-llm) — CLI launch patterns for TensorRT-LLM.

## Kubernetes Templates

- [vLLM DGD templates](/dynamo/dev/recipes/kubernetes-templates/dgd/v-llm) — aggregated, disaggregated, and multinode Kubernetes manifests.
- [SGLang DGD templates](/dynamo/dev/recipes/kubernetes-templates/dgd/sg-lang) — aggregated and disaggregated Kubernetes manifests.
- [TensorRT-LLM DGD templates](/dynamo/dev/recipes/kubernetes-templates/dgd/tensor-rt-llm) — TensorRT-LLM Kubernetes manifests.
- [DGDR template](/dynamo/dev/recipes/kubernetes-templates/dgdr) — profiler and planner driven deployment request example.

## Component Examples

- [Router Examples](/dynamo/dev/knowledge-base/modular-components/router/router-examples) — Python API usage, Kubernetes examples, and custom routing patterns.
- [Planner Examples](/dynamo/dev/knowledge-base/modular-components/planner/planner-examples) — custom load predictors and non-Kubernetes scaling environments.
- [Profiler Examples](/dynamo/dev/knowledge-base/modular-components/profiler/profiler-examples) — DGDR YAMLs and profiling script examples.

## Repository Examples

Browse the full [examples directory](https://github.com/ai-dynamo/dynamo/tree/main/examples) for source-controlled examples that may not yet have a polished docs page.