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DefTruth merged 1 commit into from
Aug 12, 2024
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Add [Other Awesome SD Inference Paper with codes] #2

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9 changes: 8 additions & 1 deletion README.md
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- [📙Awesome SD Inference with Caching](#Caching)
- [📙Awesome SD Distributed Inference with Multi-GPUs](#Distributed)
- [📙Other Awesome SD Inference Paper with codes](#Others)


## ©️Citations
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|2024.07|🔥[**ElasticCache-LVLM**] Efficient Inference of Vision Instruction-Following Models with Elastic Cache(@Tsinghua University etc)|[[pdf]](https://arxiv.org/pdf/2407.18121)|[[ElasticCache]](https://github.com/liuzuyan/ElasticCache) ![](https://img.shields.io/github/stars/liuzuyan/ElasticCache.svg?style=social)|⭐️ |
|2024.07| 🔥🔥[**Fast-Forward Caching(DiT)**] FORA: Fast-Forward Caching in Diffusion Transformer Acceleration(@microsoft.com etc) | [[pdf]](https://arxiv.org/pdf/2407.01425) | [[FORA]](https://github.com/prathebaselva/FORA) ![](https://img.shields.io/github/stars/prathebaselva/FORA.svg?style=social)|⭐️⭐️ |
|2024.07| 🔥🔥[**Faster I2V Generation**] Faster Image2Video Generation: A Closer Look at CLIP Image Embedding’s Impact on Spatio-Temporal Cross-Attentions(@Ashkan Taghipour etc)|[[pdf]](https://arxiv.org/pdf/2407.19205) |⚠️|⭐️⭐️ |
|2024.06| 🔥[**DiTFastAttn**] DiTFastAttn: Attention Compression for Diffusion Transformer Models(@Zhihang Yuan etc)|[[pdf]](https://arxiv.org/pdf/2406.08552) | [[DiTFastAttn]](https://github.com/thu-nics/DiTFastAttn) ![](https://img.shields.io/github/stars/thu-nics/DiTFastAttn.svg?style=social)|⭐️⭐️ |

## 📙Awesome SD Distributed Inference with Multi-GPUs

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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)|⭐️⭐️ |
|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) |⭐️⭐️ |

## 📙Other Awesome SD Inference Paper with codes
<div id="Others"></div>

|Date|Title|Paper|Code|Recom|
|:---:|:---:|:---:|:---:|:---:|
|2024.06| 🔥[**DiTFastAttn**] DiTFastAttn: Attention Compression for Diffusion Transformer Models(@Zhihang Yuan etc)|[[pdf]](https://arxiv.org/pdf/2406.08552) | [[DiTFastAttn]](https://github.com/thu-nics/DiTFastAttn) ![](https://img.shields.io/github/stars/thu-nics/DiTFastAttn.svg?style=social)|⭐️⭐️ |

## ©️License

GNU General Public License v3.0
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