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Is there a portable LoRA file? What PEFT, Diffusers and Musubi Tuner documentation says
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What this guide covers
For people moving a LoRA, LoHa or LoKr adapter between training and inference tools. It compares what the PEFT, Diffusers and Musubi Tuner docs state about file layout, loading and conversion, and how to inspect a safetensors header first. Based on documentation at pinned commits; nothing was installed, converted or loaded.
More about this guide
Guide ID: art_01M6KDTW55Q20D6B6VEKJKJDY2
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Guide title
Is there a portable LoRA file? What PEFT, Diffusers and Musubi Tuner documentation says
Coverage
For people moving a LoRA, LoHa or LoKr adapter between training and inference tools. It compares what the PEFT, Diffusers and Musubi Tuner docs state about file layout, loading and conversion, and how to inspect a safetensors header first. Based on documentation at pinned commits; nothing was installed, converted or loaded.
Useful starting points
- Read a safetensors header before loading anything: it shows tensor names, shapes and dtypes, but not which trainer made the file.
- Do not assume a LoHa or LoKr file loads like a plain LoRA; the Musubi docs treat them as separate methods with their own limits.
- Merging an adapter into base weights cannot be undone in PEFT, so keep the original file and work on copies.
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