GitLab

* update docs

* add to toctree

* apply feedback

* fix: scale_lr and sync example readme and docs.

* fix doc link.

* 👽

 qol improvements for LoRA.

* better function name?

* fix: LoRA weight loading with the new format.

* address Patrick's comments.

* Apply suggestions from code review
Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>

* change wording around encouraging the use of load_lora_weights().

* fix: function name.

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Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>

* clarify training arg

* apply feedback

* add: LoRA text encoder support for DreamBooth example.

* fix initialization.

* fix: modification call.

* add: entry in the readme.

* use dog dataset from hub.

* fix: params to clip.

* add entry to the LoRA doc.

* add: tests for lora.

* remove unnecessary list comprehension./

* include text2image lora training in docs

* 🖍 apply feedback

* 🖍 minor edits

* Section on using LoRA alpha / scale.

* Accept suggestion
Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>

* Clarify on merge.

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Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>

* add: a doc on LoRA support in diffusers.

* Apply suggestions from code review
Co-authored-by: Pedro Cuenca <pedro@huggingface.co>

* apply PR suggestions.

* Apply suggestions from code review
Co-authored-by: Pedro Cuenca <pedro@huggingface.co>

* remove visually incoherent elements.
Co-authored-by: Pedro Cuenca <pedro@huggingface.co>