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65329aed - [advanced dreambooth lora sdxl script] new features + bug fixes (#6691)

[advanced dreambooth lora sdxl script] new features + bug fixes (#6691) * add noise_offset param * micro conditioning - wip * image processing adjusted and moved to support micro conditioning * change time ids to be computed inside train loop * change time ids to be computed inside train loop * change time ids to be computed inside train loop * time ids shape fix * move token replacement of validation prompt to the same section of instance prompt and class prompt * add offset noise to sd15 advanced script * fix token loading during validation * fix token loading during validation in sdxl script * a little clean * style * a little clean * style * sdxl script - a little clean + minor path fix sd 1.5 script - change default resolution value * ad 1.5 script - minor path fix * fix missing comma in code example in model card * clean up commented lines * style * remove time ids computed outside training loop - no longer used now that we utilize micro-conditioning, as all time ids are now computed inside the training loop * style * [WIP] - added draft readme, building off of examples/dreambooth/README.md * readme * readme * readme * readme * readme * readme * readme * readme * removed --crops_coords_top_left from CLI args * style * fix missing shape bug due to missing RGB if statement * add blog mention at the start of the reamde as well * Update examples/advanced_diffusion_training/README.md Co-authored-by: Sayak Paul <spsayakpaul@gmail.com> * change note to render nicely as well --------- Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>