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GeezerVison is showing docs.nvidia.com — Dynamo | NVIDIA Dynamo Documentation

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This page is for version Latest (v1.6.1) (default). For other versions, use one of these documentation indexes: - Latest (v1.6.1) (default): https://docs.nvidia.com/dynamo/latest/llms.txt - dev: https://docs.nvidia.com/dynamo/dev/llms.txt - v1.6.1: https://docs.nvidia.com/dynamo/v1.6.1/llms.txt - v1.6.0: https://docs.nvidia.com/dynamo/v1.6.0/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

Dynamo works with vLLM, SGLang, and TensorRT-LLM.

Dynamo works with vLLM, SGLang, and TensorRT-LLM; supports NVIDIA and AMD GPUs and Intel XPUs; runs on Kubernetes, Slurm, or locally; and scales one component or the full stack.

Get started

Deployment walkthrough

See Dynamo in action

DynamoQwen3-235B deploymentDemo runningShow playback controls

01 · Distributed inference

Scale the system around the model

Disaggregated serving, KV-aware routing, cache management, and autoscaling coordinate the full inference pipeline.

Dynamo Metrics
Time to first token↓
Request throughput↑
KV cache reuse↑
PrefillKV-aware routerDecode

02 · Engine interoperability

Bring your inference engine

Use Dynamo with vLLM, SGLang, or TensorRT-LLM, then connect the network, storage, and KV cache layers you need.

Dynamo Serve
$ dynamo serve --backend vllm
✓ frontend ready
✓ router connected
✓ workers discovered

Serving on :8000
vLLMSGLangTensorRT-LLM

03 · Infrastructure choice

Run where your workloads run

Deploy on Kubernetes, schedule with Slurm, or start locally across NVIDIA and AMD GPUs and Intel XPUs.

Dynamo
KubernetesSlurmLocal
NVIDIA GPUAMD GPUIntel XPU

04 · Modular adoption

Adopt one component or the full stack

Start with the frontend, router, planner, or cache manager, and add the rest as your deployment grows.

FrontendKV routerPlannerKV cache managerWorkers
Start smallScale out
Dynamo Metrics
Time to first token↓
Request throughput↑
KV cache reuse↑
PrefillKV-aware routerDecode
Dynamo Serve
$ dynamo serve --backend vllm
✓ frontend ready
✓ router connected
✓ workers discovered

Serving on :8000
vLLMSGLangTensorRT-LLM
Dynamo
KubernetesSlurmLocal
NVIDIA GPUAMD GPUIntel XPU
FrontendKV routerPlannerKV cache managerWorkers
Start smallScale out

Community Calendar

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Dynamo community

Meetups, talks, and community meetings

Community events

Previewed from the public Dynamo Google Calendar.
Nov12

Upcoming event

SIG Frontend — Biweekly Sync

Thu, Nov 12, 2026
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Nov12

Upcoming event

SIG Engines — Biweekly Sync

Thu, Nov 12, 2026
+
Nov17

Upcoming event

Dynamo Engineering Sync

Tue, Nov 17, 2026Online
+
Nov19

Upcoming event

SIG Router

Thu, Nov 19, 2026
+
Recent events
Thu, Nov 5, 2026Dynamo SIG RLThu, Nov 5, 2026SIG RouterTue, Nov 3, 2026Dynamo SIG DeployThu, Oct 15, 2026CoreWeave x NVIDIA Dynamo MeetupTue, Oct 13, 2026Dynamo Engineering Sync
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