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Training Assets · Awesome GitHub Repositories

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Awesome GitHub RepositoriesTraining Assets

Published datasets, pipelines, and code for reproducing model training workflows.

Distinguishing note: Focuses on the distribution of research artifacts rather than the training process.

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  • tatsu-lab/stanford_alpaca

    tatsu-lab/stanford_alpaca

    30,266View on GitHub↗

    This project provides an end-to-end framework for adapting large language models to follow user instructions through supervised fine-tuning. It functions as a comprehensive training pipeline that enables the creation of specialized assistant models by minimizing the difference between predicted outputs and target responses within structured instruction datasets. The framework distinguishes itself by integrating synthetic data generation with memory-efficient training techniques. It utilizes powerful language models to iteratively expand small sets of human-written seeds into diverse, high-qua

    Publishes training datasets, data generation pipelines, and fine-tuning code for research reproducibility.

    Pythondeep-learninginstruction-followinglanguage-model
    30,266View on GitHub↗