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src/maxdiffusion/models/ltx_video/utils/conversion_script_instruction.md

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### Transformer Pytorch Weight Downloading and Jax Weight Loading Instructions:
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1. Create new tansformers_pytorch folder under models/ltx_video.
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2. Move files attention.py, embeddings.py, symmetric_patchifier.py, transformer3d.py into the newly created folder.
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2. Move files from LTX repo, specifically, attention.py, embeddings.py, symmetric_patchifier.py, and transformer3d.py into the newly created folder. See here: https://github.com/Lightricks/LTX-Video/tree/main/ltx_video/models/transformers
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3. Rename transformer3d.py to transformer_pt.py to distinguish from the pytorch version. Change classname to Transformer3DModel_PT. Also change classname in line "transformer = Transformer3DModel.from_config(transformer_config)"
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4. Weight Downloading and Conversion
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- If first time running (no local safetensors): \

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