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Pretraining Frameworks · Awesome GitHub Repositories

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Awesome GitHub RepositoriesPretraining Frameworks

Infrastructure and tools for training foundational machine learning models from scratch on large datasets.

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  • jingyaogong/minimind

    jingyaogong/minimind

    39,663View on GitHub↗

    This project is a comprehensive framework for the entire lifecycle of transformer-based language models, supporting everything from foundational pretraining to specialized deployment. It provides a modular toolkit for defining neural network architectures, managing data preparation pipelines, and executing training routines across various scales. The framework is designed to handle the full model development process, including supervised fine-tuning, behavioral alignment, and the integration of agentic capabilities. What distinguishes this framework is its focus on efficient training and adva

    Building foundational language models from scratch by processing massive text corpora to learn fundamental patterns and broad world knowledge.

    Pythonartificial-intelligencelarge-language-model
    39,663View on GitHub↗