[advanced dreambooth lora sdxl script] new features + bug fixes #6691
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…stance prompt and class prompt
linoytsaban
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sd 1.5 script - change default resolution value
…to advanced_script_new_features
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@sayakpaul mind taking a look on the micro-conditioning part? :) |
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examples/advanced_diffusion_training/train_dreambooth_lora_sd15_advanced.py
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examples/advanced_diffusion_training/train_dreambooth_lora_sdxl_advanced.py
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@sayakpaul @apolinario, I think we're ready to ship 🚢 if you want take a final look :) |
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Looks great! Maybe mention the blog on the top of the README.md as well?!
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Thanks! done ✅ |
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I want to take a final look after I am back. Is that okay? |
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Apr 26, 2024
…ingface#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 <[email protected]> * change note to render nicely as well --------- Co-authored-by: Sayak Paul <[email protected]>
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This PR adds new features to the advanced dreambooth LoRA SDXL training script, including: