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Autoregressive Inference Engines · Awesome GitHub Repositories

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Awesome GitHub RepositoriesAutoregressive Inference Engines

Systems that process tokens through attention layers to predict sequences.

Distinguishing note: Specifically targets transformer-based autoregressive generation.

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  • zai-org/ChatGLM-6B

    zai-org/ChatGLM-6B

    41,232View on GitHub↗

    ChatGLM-6B is a generative AI inference engine designed for local execution of transformer-based language models. It provides a comprehensive runtime environment that allows users to load and run pre-trained neural network weights directly on their own hardware, ensuring data privacy and independence from external cloud services. The project distinguishes itself through a hardware-agnostic execution backend that supports deployment across diverse environments, including standard processors, Apple Silicon, and multi-GPU configurations. It incorporates advanced optimization techniques such as w

    Processes input tokens through stacked attention layers to predict subsequent text sequences.

    Python
    41,232View on GitHub↗