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# 📒Awesome-SD-Inference
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# 📒Awesome-Diffusion-Inference
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<div align='left'>
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<img src=https://cdn.rawgit.com/sindresorhus/awesome/d7305f38d29fed78fa85652e3a63e154dd8e8829/media/badge.svg >
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<img src=https://img.shields.io/github/forks/DefTruth/Awesome-SD-Inference.svg?style=social >
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<img src=https://img.shields.io/badge/License-GPLv3.0-turquoise.svg >
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</div>
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📒A **small** curated list of Awesome **SD/DiT/Diffusion** Inference with **Distributed/Caching/Sampling**. For Awesome LLM Inference, please check 📖[Awesome-LLM-Inference](https://github.com/DefTruth/Awesome-LLM-Inference) ![](https://img.shields.io/github/stars/DefTruth/Awesome-LLM-Inference.svg?style=social)
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📒A **small** curated list of Awesome **Diffusion** Inference paper with codes. For Awesome LLM Inference, please check 📖[Awesome-LLM-Inference](https://github.com/DefTruth/Awesome-LLM-Inference) ![](https://img.shields.io/github/stars/DefTruth/Awesome-LLM-Inference.svg?style=social)
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## 🤖Contents
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- [📙Awesome SD Inference with Sampling](#Sampling)
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- [📙Awesome SD Inference with Caching](#Caching)
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- [📙Awesome SD Inference with Multi-GPUs](#Distributed)
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- [📙Other Awesome SD Inference Paper with codes](#Others)
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- [📙Awesome Diffusion Inference with Sampling](#Sampling)
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- [📙Awesome Diffusion Inference with Caching](#Caching)
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- [📙Awesome Diffusion Inference with Multi-GPUs](#Distributed)
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- [📙Other Awesome Diffusion Inference Paper with codes](#Others)
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## ©️Citations
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```BibTeX
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@misc{Awesome-SD-Inference@2024,
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title={Awesome-SD-Inference: A small curated list of Awesome SD/DiT/ViT/Diffusion Inference with Distributed/Caching/Sampling.},
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url={https://github.com/DefTruth/Awesome-SD-Inference},
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note={Open-source software available at https://github.com/DefTruth/Awesome-SD-Inference},
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@misc{Awesome-Diffusion-Inference@2024,
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title={Awesome-Diffusion-Inference: A small curated list of Awesome Diffusion Inference with Distributed/Caching/Sampling.},
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url={https://github.com/DefTruth/Awesome-Diffusion-Inference},
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note={Open-source software available at https://github.com/DefTruth/Awesome-Diffusion-Inference},
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author={DefTruth},
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year={2024}
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}
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```
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## 📙Awesome SD Inference with Sampling
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## 📙Awesome Diffusion Inference with Sampling
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<div id="Sampling"></div>
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|2024.08| 🔥[**StepSaver**] StepSaver: Predicting Minimum Denoising Steps for Diffusion Model Image Generation(@intel) | [[pdf]](https://arxiv.org/pdf/2408.02054) |⚠️|⭐️⭐️ |
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|2024.09| 🔥[**DC-Solver**] DC-Solver: Improving Predictor-Corrector Diffusion Sampler via Dynamic Compensation(@Tsinghua University)| [[pdf]](https://arxiv.org/pdf/2409.03755v1) | [[DC-Solver]](https://github.com/wl-zhao/DC-Solver) ![](https://img.shields.io/github/stars/wl-zhao/DC-Solver.svg?style=social) |⭐️⭐️ |
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## 📙Awesome SD Inference with Caching
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## 📙Awesome Diffusion Inference with Caching
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<div id="Caching"></div>
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|2024.04| 🔥🔥[**T-GATE V1**] Cross-Attention Makes Inference Cumbersome in Text-to-Image Diffusion Models(@Wentian Zhang etc)|[[pdf]](https://arxiv.org/pdf/2404.02747v1) | [[T-GATE]](https://github.com/HaozheLiu-ST/T-GATE) ![](https://img.shields.io/github/stars/HaozheLiu-ST/T-GATE.svg?style=social)|⭐️⭐️ |
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|2024.04| 🔥🔥[**T-GATE V2**] Faster Diffusion via Temporal Attention Decomposition(@Haozhe Liu etc)|[[pdf]](https://arxiv.org/pdf/2404.02747v2) | [[T-GATE]](https://github.com/HaozheLiu-ST/T-GATE) ![](https://img.shields.io/github/stars/HaozheLiu-ST/T-GATE.svg?style=social)|⭐️⭐️ |
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## 📙Awesome SD Distributed Inference with Multi-GPUs
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## 📙Awesome Diffusion Distributed Inference with Multi-GPUs
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<div id="Distributed"></div>
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|2024.06| 🔥🔥[**Clip Parallelism**] Video-Infinity: Distributed Long Video Generation(@nus.edu)|[[pdf]](https://arxiv.org/pdf/2406.16260) | [[Video-Infinity]](https://github.com/Yuanshi9815/Video-Infinity) ![](https://img.shields.io/github/stars/Yuanshi9815/Video-Infinity.svg?style=social)|⭐️⭐️ |
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|2024.05| 🔥🔥[**FIFO-Diffusion**] FIFO-Diffusion: Generating Infinite Videos from Text without Training(@Seoul National University)|[[pdf]](https://arxiv.org/pdf/2405.11473) | [[FIFO-Diffusion]](https://github.com/jjihwan/FIFO-Diffusion_public) ![](https://img.shields.io/github/stars/jjihwan/FIFO-Diffusion_public.svg?style=social) |⭐️⭐️ |
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## 📙Other Awesome SD Inference Paper with codes
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## 📙Other Awesome Diffusion Inference Paper with codes
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<div id="Others"></div>
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|Date|Title|Paper|Code|Recom|

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