Diffusers

Significant community contributions

The following contributors have made significant changes to the library over the last release:

* standardAI
* Fix typos (7411)
* [`IP-Adapter`] Fix IP-Adapter Support and Refactor Callback for `StableDiffusionPanoramaPipeline` (7262)
* [`Docs`] Fix typos (7451)
* Fix Tiling in `ConsistencyDecoderVAE` (7290)
* Fix CPU offload in docstring (7827)
* Fix image upcasting (7858)
* Remove dead code and fix f-string issue (7720)
* Fix several imports (7712)
* Expansion proposal of `diffusers-cli env` (7403)
* Fix a grammatical error in the `raise` messages (8272)
* Fix CPU Offloading Usage & Typos (8230)
* a-r-r-o-w
* [refactor] Fix FreeInit behaviour (7410)
* [Pipeline] AnimateDiff SDXL (6721)
* UmerHA
* Fixed minor error in `test_lora_layers_peft.py` (7394)
* Skip `test_lora_fuse_nan` on mps (7481)
* Implements Blockwise lora (7352)
* Quick-Fix for 7352 block-lora (7523)
* Skip `test_freeu_enabled ` on MPS (7570)
* Fixing implementation of ControlNet-XS (6772)
* bghira
* diffusers7426 fix stable diffusion xl inference on MPS when dtypes shift unexpectedly due to pytorch bugs (7446)
* apple mps: training support for SDXL (ControlNet, LoRA, Dreambooth, T2I) (7447)
* 7529 do not disable autocast for cuda devices (7530)
* 7879 - adjust documentation to use naruto dataset, since pokemon is now gated (7880)
* HyoungwonCho
* Perturbed-Attention Guidance (7512)
* Modification on the PAG community pipeline (re) (7876)
* haikmanukyan
* add HD-Painter pipeline (7520)
* fabiorigano
* Multi-image masking for single IP Adapter (7499)
* Move IP Adapter Face ID to core (7186)
* Restore AttnProcessor2_0 in unload_ip_adapter (7727)
* [Docs] Update image masking and face id example (7780)
* fix AnimateDiff creation with a unet loaded with IP Adapter (7791)
* kabachuha
* Add (Scheduled) Pseudo-Huber Loss training scripts to research projects (7527)
* lawrence-cj
* PixArt-Sigma Implementation (7654)
* [docs] add doc for PixArtSigmaPipeline (7857)
* vanakema
* 7535 Update FloatTensor type hints to Tensor (7883)
* zjysteven
* [Pipeline] Adding BoxDiff to community examples (7947)
* isamu-isozaki
* Adding VQGAN Training script (5483)
* SingleZombie
* [Community Pipeline] FRESCO: Spatial-Temporal Correspondence for Zero-Shot Video Translation (8239)
* toshas
* [Pipeline] Marigold depth and normals estimation (7847)

All commits

* [scheduler] fix a bug in add_noise by yiyixuxu in https://github.com/huggingface/diffusers/pull/7386
* [LoRA] fix cross_attention_kwargs problems and tighten tests by sayakpaul in https://github.com/huggingface/diffusers/pull/7388
* Fix issue with prompt embeds and latents in SD Cascade Decoder with multiple image embeddings for a single prompt. by DN6 in https://github.com/huggingface/diffusers/pull/7381

All commits

Significant community contributions

The following contributors have made significant changes to the library over the last release:

* ihkap11
* Fix diffusers import prompt2prompt (6927)
* Refactor Prompt2Prompt: Inherit from DiffusionPipeline (7211)
* ustcuna
* [Community Pipelines]Accelerate inference of stable diffusion xl (SDXL) by IPEX on CPU (6683)
* rootonchair
* IP-Adapter support for StableDiffusionXLControlNetInpaintPipeline (6941)
* Modularize Dreambooth LoRA SD inferencing during and after training (6654)
* Modularize Dreambooth LoRA SDXL inferencing during and after training (6655)
* adding `callback_on_step_end` for `StableDiffusionLDM3DPipeline` (7149)
* [Docs] Update callback.md code example (7150)
* standardAI
* Fix typos in text_to_image examples (7050)
* [`Refactor`] `save_model_card` function in `text_to_image` examples (7051)
* Fix typos (7068)
* [`Refactor`] `StableDiffusionReferencePipeline` inheriting from `DiffusionPipeline` (7071)
* Fix EMA in train_text_to_image_sdxl.py (7048)
* [`Docs`] Fix typos (7118)
* [`Docs`] Fix typos (7131)
* Fix typos (7181)
* a-r-r-o-w
* IPAdapterTesterMixin (6862)
* Fix truthy-ness condition in pipelines that use denoising_start (6912)
* [Community] Bug fix + Latest IP-Adapter impl. for AnimateDiff img2vid/controlnet (7086)
* [docs] unet type hints (7134)
* [docs] Improve SVD pipeline docs (7087)
* [docs/nits] Fix return values based on `return_dict` and minor doc updates (7105)
* ultranity
* refactor: move model helper function in pipeline to a mixin class (6571)
* iczaw
* [Community] PromptDiffusion Pipeline (6752)
* mhh0318
* add TCD Scheduler (7174)
* Add Intro page of TCD (7259)
* manuelbrack
* [Pipeline] Add LEDITS++ pipelines (6074)

All commits
* Fix configuring VAE from single file mixin by DN6 in 6950
* [DPMSolverSinglestepScheduler] correct `get_order_list` for `solver_order=2`and `lower_order_final=True` by yiyixuxu in 6953

In v0.26.0, we introduced a bug 🐛 in the `BasicTransformerBlock` by removing some boolean flags. This caused many popular libraries `tomesd` to break. We have fixed that in this release. Thanks to vladmandic for bringing this to our attention.

All commits

* add `self.use_ada_layer_norm_*` params back to `BasicTransformerBlock` by yiyixuxu in 6841