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<div align='center'>
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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/downloads/xlite-dev/LLM-Infra/total?color=ccf&label=downloads&logo=github&logoColor=lightgrey >
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<img src=https://img.shields.io/github/stars/xlite-dev/LLM-Infra.svg?style=social >
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<img src=https://img.shields.io/github/downloads/xlite-dev/Awesome-LLM-Inference/total?color=ccf&label=downloads&logo=github&logoColor=lightgrey >
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<img src=https://img.shields.io/github/stars/xlite-dev/Awesome-LLM-Inference.svg?style=social >
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<img src=https://img.shields.io/badge/Release-v2.6-brightgreen.svg >
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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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## 📒Introduction
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LLM-Infra: A curated list of [📙Awesome LLM Inference Papers with Codes](#paperlist). For Awesome Diffusion Inference, please check 📖[DiT-Infra](https://github.com/xlite-dev/DiT-Infra) ![](https://img.shields.io/github/stars/xlite-dev/DiT-Infra.svg?style=social). For CUDA learn notes, please check 📖[LeetCUDA](https://github.com/xlite-dev/LeetCUDA) ![](https://img.shields.io/github/stars/xlite-dev/LeetCUDA.svg?style=social).
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Awesome-LLM-Inference: A curated list of [📙Awesome LLM Inference Papers with Codes](#paperlist). For Awesome Diffusion Inference, please check 📖[Awesome-DiT-Inference](https://github.com/xlite-dev/Awesome-DiT-Inference) ![](https://img.shields.io/github/stars/xlite-dev/Awesome-DiT-Inference.svg?style=social). For CUDA learn notes, please check 📖[LeetCUDA](https://github.com/xlite-dev/LeetCUDA) ![](https://img.shields.io/github/stars/xlite-dev/LeetCUDA.svg?style=social).
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## 📖 News 🔥🔥
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<div id="news"></div>
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## ©️Citations
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```BibTeX
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@misc{LLM-Infra@2024,
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title={LLM-Infra: A curated list of Awesome LLM Inference Papers with codes},
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url={https://github.com/xlite-dev/LLM-Infra},
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note={Open-source software available at https://github.com/xlite-dev/LLM-Infra},
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@misc{Awesome-LLM-Inference@2024,
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title={Awesome-LLM-Inference: A curated list of Awesome LLM Inference Papers with codes},
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url={https://github.com/xlite-dev/Awesome-LLM-Inference},
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note={Open-source software available at https://github.com/xlite-dev/Awesome-LLM-Inference},
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author={xlite-dev, liyucheng09 etc},
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year={2024}
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}
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```
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## 🎉Awesome LLM Inference Papers with Codes
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[Awesome LLM Inference for Beginners.pdf](https://github.com/xlite-dev/LLM-Infra/releases/download/v0.3/LLM-Infra-v0.3.pdf.zip): 500 pages, FastServe, FlashAttention 1/2, FlexGen, FP8, LLM.int8(), PagedAttention, RoPE, SmoothQuant, WINT8/4, Continuous Batching, ZeroQuant 1/2/FP, AWQ etc.
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[Awesome LLM Inference for Beginners.pdf](https://github.com/xlite-dev/Awesome-LLM-Inference/releases/download/v0.3/Awesome-LLM-Inference-v0.3.pdf.zip): 500 pages, FastServe, FlashAttention 1/2, FlexGen, FP8, LLM.int8(), PagedAttention, RoPE, SmoothQuant, WINT8/4, Continuous Batching, ZeroQuant 1/2/FP, AWQ etc.
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<div align='center'>
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<img src=https://github.com/xlite-dev/LLM-Infra/assets/31974251/0ed77e9d-a1eb-4095-9a82-bad624964e55 >
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<img src=https://github.com/xlite-dev/Awesome-LLM-Inference/assets/31974251/0ed77e9d-a1eb-4095-9a82-bad624964e55 >
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</div>
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## 🎉Download All PDFs
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Welcome to star & submit a PR to this repo!
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<div align='center'>
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<img width="450" height="250" alt="v02" src="https://github.com/xlite-dev/LLM-Infra/assets/31974251/bb136842-8054-4599-8bfe-36c36f0e997f">
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<a href="https://star-history.com/#xlite-dev/LLM-Infra&Date">
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<img width="450" height="250" alt="v02" src="https://github.com/xlite-dev/Awesome-LLM-Inference/assets/31974251/bb136842-8054-4599-8bfe-36c36f0e997f">
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<a href="https://star-history.com/#xlite-dev/Awesome-LLM-Inference&Date">
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<picture align='center'>
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<img width="350" height="250" alt="Star History Chart" src="https://api.star-history.com/svg?repos=xlite-dev/LLM-Infra&type=Date" />
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