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Automated Feedback Training · Awesome GitHub Repositories

1 repo

Awesome GitHub RepositoriesAutomated Feedback Training

Methods for refining model behavior using rule-based validators or reward models instead of human labels.

Distinguishing note: Distinct from general RLHF as it emphasizes automated, non-human signal sources.

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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 supports training with automated feedback, utilizing signals from reward models or rule-based validators to refine model behavior without relying on expensive human-labeled datasets.

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