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1. Commits on Sep 19, 2023

   • refactor DPMSolverMultistepScheduler using sigmas (#4986)

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   • Resolve v_prediction issue for min-SNR gamma weighted loss function (#5096)

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   • Add x-prediction / prediction_type=sample support for SDXL fine-tuning (#5095)

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   • Fast Tests on PR improvements: Batch Tests fixes (#5080)

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     DN6

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     patrickvonplaten

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   • Fixes for Float16 inference Fast CUDA Tests (#5097)

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     DN6

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   • Move to slow tests to nightly (#5093)

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     DN6

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   • Fix precision related issues in Kandinsky Pipelines (#5098)

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     DN6

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   • [WIP] core: add support for clip skip to SDXL (#5057)

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     sayakpaul

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   • [SDXL] Make sure multi batch prompt embeds works (#5073)

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     patrickvonplaten

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   • Fixed `get_word_inds` mistake/typo in P2P community pipeline (breaking code examples) (#5089)

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     mbekuzarov-sc

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   • [Core] Add support for CLIP-skip (#4901)

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     sayakpaul

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     patrickvonplaten

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2. Commits on Sep 18, 2023

   • [LoRA] don't break offloading for incompatible lora ckpts. (#5085)

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     sayakpaul

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     patrickvonplaten

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   • remove unused adapter weights in constructor (#5088)

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     williamberman

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   • t2i Adapter community member fix (#5090)

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   • [LoRA] Centralize LoRA tests (#5086)

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     patrickvonplaten

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   • Implement `CustomDiffusionAttnProcessor2_0`. (#4604)

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     eliphatfs

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   • [Textual inversion] Refactor textual inversion to make it cleaner (#5076)

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     patrickvonplaten

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   • add doc around fusing multiple loras. (#5056)

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     sayakpaul

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     apolinario

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   • fix a bug in inpaint pipeline when use regular text2image unet (#5033)

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     yiyixuxu

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     yiyixuxu

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   • fix guidance_rescale docstring (#5063)

     

     Lee Dong Joo

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3. Commits on Sep 16, 2023

   • [LoRA] fix typo in attention_processor.py (#5066)

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     kashif

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4. Commits on Sep 15, 2023

   • fix: validation_image arg (#5053)

     sayakpaul

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   • [Wuerstchen] fix typos in docs (#5051)

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     kashif

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   • [FIX BUG] type of args in train_instruct_pix2pix_sdxl.py (#4955)

     Aitical

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   • Remove logger.info statement from Unet2DCondition code to ensure torch compile reliably succeeds (#4982)

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   • [SDXL, Docs] Textual inversion (#5039)

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     patrickvonplaten

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     stevhliu

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   • Fix import in examples (#5048)

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   • Fix Consistency Models UNet2DMidBlock2D Attention GroupNorm Bug (#4863)

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     dg845

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     sayakpaul

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   • Add SDXL refiner only tests (#5041)

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     DN6

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5. Commits on Sep 14, 2023

   • [WIP] adding Kandinsky training scripts (#4890)

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   • add step_index and clear noise_sampler at begining of each loop (#5024)

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     yiyixuxu

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     yiyixuxu

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   • [Release 0.21] Bump version (#5018)

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     patrickvonplaten

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   • Add Prompt2Prompt pipeline (#4563)

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     UmerHA

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     patrickvonplaten

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   • Allow disabling `from_pretrained` tqdm (#5007)

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   • [`LoRA`] Make optional arguments explicit (#5038)

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     younesbelkada

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