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Llama3.2 vision model AOTI integration #1497

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@larryliu0820

Description

🚀 The feature, motivation and pitch

Need work to enable:

python3 torchchat.py export llama3.2-11B --output-aoti-package-path exportedModels/llama3_2_artifacts.pt2

Features to be added:

  • Run AOTI export on preprocess, vision encoder and text decoder separately.
    • This requires dependency on torchtune's exportable modules and perform module transformation needed.
  • Package them into a single pt2 file.

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    Compile / AOTIIssues related to AOT Inductor and torch compileenhancementNew feature or requesttriagedThis issue has been looked at a team member, and triaged and prioritized into an appropriate module

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