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Inference Execution Engines · Awesome GitHub Repositories

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Awesome GitHub RepositoriesInference Execution Engines

Runtime environments for executing machine learning models and integrating their outputs into applications.

Distinguishing note: Focuses on the execution of inference requests rather than model training or development.

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  • modular/modular

    modular/modular

    25,603View on GitHub↗

    Modular is a unified machine learning development platform designed for building, compiling, and deploying high-performance neural network models. It provides a comprehensive execution engine that supports both local and production-grade inference, enabling developers to manage the entire model lifecycle from initial architecture definition to scalable, containerized service deployment. The platform distinguishes itself through a hardware-agnostic runtime that abstracts diverse silicon architectures, allowing models to execute efficiently across varied compute environments. It includes a spec

    Executes inference requests against local model endpoints to integrate responses into software applications.

    Mojoailanguagemachine-learning
    25,603View on GitHub↗