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NVIDIA Dynamo

Dynamo is a new modular inference framework designed for serving large language models (LLMs) in multi-node distributed environments. It enables seamless scaling of inference workloads across GPU nodes and the dynamic allocation of GPU workers to address traffic bottlenecks at various stages of the model pipeline.

This GitHub organization hosts repositories for Dynamo's core components and integrations, including:

Core Framework

  • Distributed inference runtime with Rust-based orchestration
  • Python bindings for workflow customization
  • Multi-GPU/multi-node serving capabilities

LLM Optimized Components

  • Disaggregated Serving Engine: Decoupling of prefill and decode to optimize for throughput at latency SLOs
  • Intelligent Routing System: Prefix-based and load-aware request distribution
  • KV Cache Management: Distributed KV Cache management

NVIDIA Optimized Transfer Library (NIXL)

  • Abstracts memory of heterogeneous devices, i.e., CPU, GPU, storage, and enables most efficient and low-latency communication among them
  • Integrates with distributed inference servers such as Dynamo. This library will target distributed inference communication patterns to effectively transfer the KV cache in disaggregated LLM serving platforms.

Getting Started

To learn more about NVIDIA Dynamo Inference Serving Platform, please refer to the Dynamo developer page and read our Quickstart Guide for container setup and basic workflows.

Documentation

User documentation on Dynamo features, APIs, and architecture is located in the Dynamo documents folder on GitHub.

FAQ

Consult the Dynamo FAQ Guide for frequently asked questions and answers.

Contribution & Support

  • Follow Contribution Guidelines
  • Report issues via GitHub Discussions
  • Enterprise support available through NVIDIA AI Enterprise

License

Apache 2.0 licensed with third-party attributions documented in each repository.

Note

APIs and components may evolve based on community feedback

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  1. dynamo dynamo Public

    A Datacenter Scale Distributed Inference Serving Framework

    Rust 8.3k 1.7k

  2. nixl nixl Public

    NVIDIA Inference Xfer Library (NIXL)

    C++ 1.3k 478

  3. aiconfigurator aiconfigurator Public

    Offline optimization of your disaggregated Dynamo graph

    Python 458 170

  4. aiperf aiperf Public

    AIPerf is a comprehensive benchmarking tool that measures the performance of generative AI models served by your preferred inference solution.

    Python 767 216

  5. grove grove Public

    Kubernetes enhancements for Network Topology Aware Gang Scheduling & Autoscaling

    Go 274 94

  6. modelexpress modelexpress Public

    Model Express is a Rust-based component meant to be placed next to existing model inference systems to speed up their startup times and improve overall performance.

    Python 182 98

Repositories

Showing 10 of 17 repositories
  • dynamo Public

    A Datacenter Scale Distributed Inference Serving Framework

    ai-dynamo/dynamo's past year of commit activity
    Rust 8,263 1,689 548 (2 issues need help) 1,306 Updated Oct 12, 2026
  • ai-dynamo/frontend-crates's past year of commit activity
    Rust 24 Apache-2.0 54 10 52 Updated Oct 12, 2026
  • snapshot Public

    Snapshot gets GPU pods ready in seconds instead of minutes — by restoring a fully initialized GPU worker instead of starting one from scratch. Kubernetes-native checkpoint & restore that runs alongside your existing stack.

    ai-dynamo/snapshot's past year of commit activity
    Go 64 Apache-2.0 25 58 (7 issues need help) 54 Updated Oct 12, 2026
  • aiperf Public

    AIPerf is a comprehensive benchmarking tool that measures the performance of generative AI models served by your preferred inference solution.

    ai-dynamo/aiperf's past year of commit activity
    Python 767 Apache-2.0 216 39 (1 issue needs help) 96 Updated Oct 12, 2026
  • aisimulate Public

    AISimulate predicts LLM serving behavior and searches for strong deployment configurations offline, without bringing up a GPU serving cluster

    ai-dynamo/aisimulate's past year of commit activity
    Python 66 28 21 51 Updated Oct 12, 2026
  • enhancements Public

    Enhancement Proposals and Architecture Decisions

    ai-dynamo/enhancements's past year of commit activity
    11 Apache-2.0 19 4 61 Updated Oct 11, 2026
  • nixl Public

    NVIDIA Inference Xfer Library (NIXL)

    ai-dynamo/nixl's past year of commit activity
    C++ 1,295 477 69 201 Updated Oct 11, 2026
  • velo Public
    ai-dynamo/velo's past year of commit activity
    Rust 7 Apache-2.0 3 0 3 Updated Oct 11, 2026
  • grove Public

    Kubernetes enhancements for Network Topology Aware Gang Scheduling & Autoscaling

    ai-dynamo/grove's past year of commit activity
    Go 274 Apache-2.0 94 55 47 Updated Oct 11, 2026
  • kvcr Public
    ai-dynamo/kvcr's past year of commit activity
    Python 55 Apache-2.0 17 2 18 Updated Oct 11, 2026