Update README.md

Author: DefTruth

README.md

@@ -1,2 +1,45 @@
-# Awesome SD Inerence  
-- TODO 
+# 📒 Awesome-SD-Distributed-Inference <img src=https://cdn.rawgit.com/sindresorhus/awesome/d7305f38d29fed78fa85652e3a63e154dd8e8829/media/badge.svg >  
+
+Awesome-SD-Distributed-Inference: A small curated list of Awesome SD/DiT/ViT/Diffusion Distributed Inference Paper with codes.
+
+## ©️Citations 
+
+```BibTeX
+@misc{Awesome-SD-Distributed-Inference@2024,
+  title={Awesome-SD-Distributed-Inference: A small curated list of Awesome SD/DiT/ViT/Diffusion Distributed Inference Paper with codes},
+  url={https://github.com/DefTruth/Awesome-SD-Distributed-Inference},
+  note={Open-source software available at https://github.com/DefTruth/Awesome-SD-Distributed-Inference},
+  author={DefTruth},
+  year={2024}
+}
+```
+
+## 📙Awesome SD Distributed Inference Papers with Codes   
+
+|Date|Title|Paper|Code|Recom|
+|:---:|:---:|:---:|:---:|:---:|   
+|2023.12|🔥🔥[DeepCache] DeepCache: Accelerating Diffusion Models for Free(@nus.edu)|[[pdf]](https://arxiv.org/pdf/2312.00858) | [[DeepCache]](https://github.com/horseee/DeepCache) ![](https://img.shields.io/github/stars/horseee/DeepCache.svg?style=social)| ⭐️⭐️ |   
+|2024.02|🔥🔥[DistriFusion] DistriFusion: Distributed Parallel Inference for High-Resolution Diffusion Models(@MIT etc)|[[pdf]](https://arxiv.org/abs/2402.19481) | [[distrifuser]](https://github.com/mit-han-lab/distrifuser) ![](https://img.shields.io/github/stars/mit-han-lab/distrifuser.svg?style=social)| ⭐️⭐️ |   
+|2024.05|🔥🔥[PipeFusion] PipeFusion: Displaced Patch Pipeline Parallelism for Inference of Diffusion Transformer Models(@Tencent etc)|[[pdf]](https://arxiv.org/pdf/2405.14430) | [[PipeFusion]](https://github.com/PipeFusion/PipeFusion) ![](https://img.shields.io/github/stars/PipeFusion/PipeFusion.svg?style=social)| ⭐️⭐️ | 
+|2024.06| 🔥🔥[AsyncDiff] AsyncDiff: Parallelizing Diffusion Models by Asynchronous Denoising(@nus.edu) | [[pdf]](https://arxiv.org/pdf/2406.06911) | [[AsyncDiff]](https://github.com/czg1225/AsyncDiff) ![](https://img.shields.io/github/stars/czg1225/AsyncDiff.svg?style=social)| ⭐️⭐️ |   
+|2024.06| 🔥🔥[Layer Caching] Learning-to-Cache: Accelerating Diffusion Transformer via Layer Caching(@nus.edu)  | [[pdf]](https://arxiv.org/pdf/2406.01733) | [[learning-to-cache]](https://github.com/horseee/learning-to-cache/) ![](https://img.shields.io/github/stars/horseee/learning-to-cache.svg?style=social)| ⭐️⭐️ | 
+|2024.05 | 🔥🔥[TensorRT-LLM SDXL] SDXL Distributed Inference in TensorRT-LLM with synchronous comm(@Zars19) | [[pdf]](https://arxiv.org/abs/2402.19481) | [[SDXL-TensorRT-LLM]](https://github.com/NVIDIA/TensorRT-LLM/pull/1514) ![](https://img.shields.io/github/stars/NVIDIA/TensorRT-LLM.svg?style=social)| ⭐️⭐️ | 
+
+
+## ©️License  
+
+GNU General Public License v3.0  
+
+## 🎉Contribute  
+
+Welcome to star & submit a PR to this repo! 
+
+<div align='center'>
+<a href="https://star-history.com/#DefTruth/Awesome-SD-Distributed-Inference&Date">
+  <picture align='center'>
+    <source media="(prefers-color-scheme: dark)" srcset="https://api.star-history.com/svg?repos=DefTruth/Awesome-SD-Distributed-Inference&type=Date&theme=dark" />
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+    <img width="350" height="250" alt="Star History Chart" src="https://api.star-history.com/svg?repos=DefTruth/Awesome-SD-Distributed-Inference&type=Date" />
+  </picture>
+</a>
+</div>