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    pytorch

    export

    pytorch/export
    AI & ML
    4,245
    57 installs

    About

    SKILL.md

    Install

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    About

    Export a PyTorch model to .pte format for ExecuTorch. Use when converting models, lowering to edge, or generating .pte files.

    SKILL.md

    Export

    Basic pattern

    from executorch.exir import to_edge_transform_and_lower
    from torch.export import export
    
    exported = export(model.eval(), example_inputs)
    edge = to_edge_transform_and_lower(exported)
    with open("model.pte", "wb") as f:
        f.write(edge.to_executorch().buffer)
    

    Model-specific scripts

    Model Script
    Llama examples/models/llama/export_llama.py
    Whisper examples/models/whisper/
    Parakeet examples/models/parakeet/export_parakeet_tdt.py

    Debugging

    • Draft export: export(model, inputs, strict=False)
    • tlparse: TORCH_LOGS="+dynamo,+export" python script.py 2>&1 | tlparse

    Guides

    • torch.export basics — torch.export.export(), dynamic shapes, strict mode, debugging
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    Repository
    pytorch/executorch
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