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Write a doc for centralizing our LoRA efforts #2028

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@sayakpaul

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@sayakpaul

Currently, we have incoming support for LoRA to fine-tune with DreamBooth and Text2Image.

These things enable the community to run fine-tuning on consumer GPUs which is a big enabling factor for many use cases.

So with that, I think it's important to put together a doc highlighting these efforts. This doc could live under https://github.com/huggingface/diffusers/tree/main/docs/source/en/training (as suggested by @patil-suraj).

I will start working on this doc next week. If anyone has any suggestions, feel free to comment. Opening this issue thread so that things don't get slipped through the cracks.

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