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| LLM-grounded Diffusion (LMD+) | LMD greatly improves the prompt following ability of text-to-image generation models by introducing an LLM as a front-end prompt parser and layout planner. [Project page.](https://llm-grounded-diffusion.github.io/) [See our full codebase (also with diffusers).](https://github.com/TonyLianLong/LLM-groundedDiffusion) | [LLM-grounded Diffusion (LMD+)](#llm-grounded-diffusion) | [Huggingface Demo](https://huggingface.co/spaces/longlian/llm-grounded-diffusion) [](https://colab.research.google.com/drive/1SXzMSeAB-LJYISb2yrUOdypLz4OYWUKj) | [Long (Tony) Lian](https://tonylian.com/) |
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| CLIP Guided Stable Diffusion | Doing CLIP guidance for text to image generation with Stable Diffusion |[CLIP Guided Stable Diffusion](#clip-guided-stable-diffusion)|[](https://colab.research.google.com/github/huggingface/notebooks/blob/main/diffusers/CLIP_Guided_Stable_diffusion_with_diffusers.ipynb)|[Suraj Patil](https://github.com/patil-suraj/)|
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| One Step U-Net (Dummy) | Example showcasing of how to use Community Pipelines (see <https://github.com/huggingface/diffusers/issues/841>) |[One Step U-Net](#one-step-unet)| - |[Patrick von Platen](https://github.com/patrickvonplaten/)|
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| Stable Diffusion Interpolation | Interpolate the latent space of Stable Diffusion between different prompts/seeds |[Stable Diffusion Interpolation](#stable-diffusion-interpolation)| - |[Nate Raw](https://github.com/nateraw/)|
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| Stable Diffusion Interpolation | Interpolate the latent space of Stable Diffusion between different prompts/seeds | [Stable Diffusion Interpolation](#stable-diffusion-interpolation) | [Notebook](https://github.com/huggingface/notebooks/blob/main/diffusers/stable_diffusion_interpolation.ipynb) | [Nate Raw](https://github.com/nateraw/) |
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| Stable Diffusion Mega | **One** Stable Diffusion Pipeline with all functionalities of [Text2Image](https://github.com/huggingface/diffusers/blob/main/src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion.py), [Image2Image](https://github.com/huggingface/diffusers/blob/main/src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_img2img.py) and [Inpainting](https://github.com/huggingface/diffusers/blob/main/src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_inpaint.py) | [Stable Diffusion Mega](#stable-diffusion-mega) | [Notebook](https://github.com/huggingface/notebooks/blob/main/diffusers/stable_diffusion_mega.ipynb) | [Patrick von Platen](https://github.com/patrickvonplaten/) |
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| Long Prompt Weighting Stable Diffusion |**One** Stable Diffusion Pipeline without tokens length limit, and support parsing weighting in prompt. |[Long Prompt Weighting Stable Diffusion](#long-prompt-weighting-stable-diffusion)|- |[SkyTNT](https://github.com/SkyTNT)|
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| Long Prompt Weighting Stable Diffusion |**One** Stable Diffusion Pipeline without tokens length limit, and support parsing weighting in prompt. |[Long Prompt Weighting Stable Diffusion](#long-prompt-weighting-stable-diffusion)|[Notebook](https://github.com/huggingface/notebooks/blob/main/diffusers/long_prompt_weighting_stable_diffusion.ipynb)|[SkyTNT](https://github.com/SkyTNT)|
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| Speech to Image | Using automatic-speech-recognition to transcribe text and Stable Diffusion to generate images | [Speech to Image](#speech-to-image) |[Notebook](https://github.com/huggingface/notebooks/blob/main/diffusers/speech_to_image.ipynb) | [Mikail Duzenli](https://github.com/MikailINTech)
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| Wild Card Stable Diffusion | Stable Diffusion Pipeline that supports prompts that contain wildcard terms (indicated by surrounding double underscores), with values instantiated randomly from a corresponding txt file or a dictionary of possible values |[Wildcard Stable Diffusion](#wildcard-stable-diffusion)| - |[Shyam Sudhakaran](https://github.com/shyamsn97)|
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| Wild Card Stable Diffusion | Stable Diffusion Pipeline that supports prompts that contain wildcard terms (indicated by surrounding double underscores), with values instantiated randomly from a corresponding txt file or a dictionary of possible values | [Wildcard Stable Diffusion](#wildcard-stable-diffusion) | [Notebook](https://github.com/huggingface/notebooks/blob/main/diffusers/wildcard_stable_diffusion.ipynb) | [Shyam Sudhakaran](https://github.com/shyamsn97) |
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|[Composable Stable Diffusion](https://energy-based-model.github.io/Compositional-Visual-Generation-with-Composable-Diffusion-Models/)| Stable Diffusion Pipeline that supports prompts that contain "|" in prompts (as an AND condition) and weights (separated by "|" as well) to positively / negatively weight prompts. |[Composable Stable Diffusion](#composable-stable-diffusion)| - |[Mark Rich](https://github.com/MarkRich)|
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| Seed Resizing Stable Diffusion | Stable Diffusion Pipeline that supports resizing an image and retaining the concepts of the 512 by 512 generation. |[Seed Resizing](#seed-resizing)| - |[Mark Rich](https://github.com/MarkRich)|
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| Imagic Stable Diffusion | Stable Diffusion Pipeline that enables writing a text prompt to edit an existing image |[Imagic Stable Diffusion](#imagic-stable-diffusion)| - |[Mark Rich](https://github.com/MarkRich)|
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| Rerender A Video Pipeline | Implementation of [[SIGGRAPH Asia 2023] Rerender A Video: Zero-Shot Text-Guided Video-to-Video Translation](https://arxiv.org/abs/2306.07954)|[Rerender A Video Pipeline](#rerender-a-video)| - |[Yifan Zhou](https://github.com/SingleZombie)|
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| StyleAligned Pipeline | Implementation of [Style Aligned Image Generation via Shared Attention](https://arxiv.org/abs/2312.02133)|[StyleAligned Pipeline](#stylealigned-pipeline)|[](https://drive.google.com/file/d/15X2E0jFPTajUIjS0FzX50OaHsCbP2lQ0/view?usp=sharing)|[Aryan V S](https://github.com/a-r-r-o-w)|
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| AnimateDiff Image-To-Video Pipeline | Experimental Image-To-Video support for AnimateDiff (open to improvements) |[AnimateDiff Image To Video Pipeline](#animatediff-image-to-video-pipeline)|[](https://drive.google.com/file/d/1TvzCDPHhfFtdcJZe4RLloAwyoLKuttWK/view?usp=sharing)|[Aryan V S](https://github.com/a-r-r-o-w)|
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| IP Adapter FaceID Stable Diffusion | Stable Diffusion Pipeline that supports IP Adapter Face ID |[IP Adapter Face ID](#ip-adapter-face-id)| - |[Fabio Rigano](https://github.com/fabiorigano)|
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| IP Adapter FaceID Stable Diffusion | Stable Diffusion Pipeline that supports IP Adapter Face ID |[IP Adapter Face ID](#ip-adapter-face-id)|[Notebook](https://github.com/huggingface/notebooks/blob/main/diffusers/ip_adapter_face_id.ipynb)|[Fabio Rigano](https://github.com/fabiorigano)|
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| InstantID Pipeline | Stable Diffusion XL Pipeline that supports InstantID |[InstantID Pipeline](#instantid-pipeline)|[](https://huggingface.co/spaces/InstantX/InstantID)|[Haofan Wang](https://github.com/haofanwang)|
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| UFOGen Scheduler | Scheduler for UFOGen Model (compatible with Stable Diffusion pipelines) |[UFOGen Scheduler](#ufogen-scheduler)| - |[dg845](https://github.com/dg845)|
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| Stable Diffusion XL IPEX Pipeline | Accelerate Stable Diffusion XL inference pipeline with BF16/FP32 precision on Intel Xeon CPUs with [IPEX](https://github.com/intel/intel-extension-for-pytorch)|[Stable Diffusion XL on IPEX](#stable-diffusion-xl-on-ipex)| - |[Dan Li](https://github.com/ustcuna/)|
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