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Training Recipes · Awesome GitHub Repositories

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Awesome GitHub RepositoriesTraining Recipes

Standardized configurations and workflows for replicating model training processes.

Distinguishing note: Focuses on the execution of pre-configured training workflows rather than the underlying optimization algorithms.

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  • huggingface/pytorch-image-models

    huggingface/pytorch-image-models

    36,386View on GitHub↗

    This project is a comprehensive library of state-of-the-art neural network architectures designed for image classification and feature extraction. It provides a complete deep learning training framework that supports distributed execution, allowing users to build, train, and fine-tune vision models using optimized schedulers and pre-configured training recipes. The library distinguishes itself through a modular backbone architecture that treats neural networks as decoupled feature extractors, enabling the retrieval of multi-scale outputs for downstream tasks like object detection and segmenta

    Training recipe execution downloads and runs pre-configured hyper-parameter files to replicate established training workflows for various architectures.

    Pythonaugmixconvnextdistributed-training
    36,386View on GitHub↗