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Supervised Fine-Tuning Frameworks · Awesome GitHub Repositories

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Awesome GitHub RepositoriesSupervised Fine-Tuning Frameworks

Libraries for aligning pretrained models to specific tasks, roles, or instruction-following behaviors using labeled datasets.

Distinguishing note: Focuses on supervised alignment and instruction tuning rather than initial pretraining or raw model architecture.

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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

    The framework provides supervised fine-tuning capabilities to align pretrained models with specific assistant roles, response styles, and instruction-following requirements using dialogue datasets.

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