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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/badge/Language-CUDA-brightgreen.svg >
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<img src=https://img.shields.io/github/watchers/xlite-dev/CUDA-Learn-Notes?color=9cc >
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<img src=https://img.shields.io/github/forks/xlite-dev/CUDA-Learn-Notes.svg?style=social >
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<img src=https://img.shields.io/github/stars/xlite-dev/CUDA-Learn-Notes.svg?style=social >
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<img src=https://img.shields.io/github/watchers/xlite-dev/LeetCUDA?color=9cc >
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<img src=https://img.shields.io/github/forks/xlite-dev/LeetCUDA.svg?style=social >
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<img src=https://img.shields.io/github/stars/xlite-dev/LeetCUDA.svg?style=social >
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<img src=https://img.shields.io/badge/Release-v3.0.0-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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## ©️Citations🎉🎉
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```BibTeX
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@misc{CUDA-Learn-Notes@2024,
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title={CUDA-Learn-Notes: A Modern CUDA Learn Notes with PyTorch for Beginners},
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url={https://github.com/xlite-dev/CUDA-Learn-Notes},
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note={Open-source software available at https://github.com/xlite-dev/CUDA-Learn-Notes},
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@misc{LeetCUDA@2024,
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title={LeetCUDA: A Modern CUDA Learn Notes with PyTorch for Beginners},
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url={https://github.com/xlite-dev/LeetCUDA},
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note={Open-source software available at https://github.com/xlite-dev/LeetCUDA},
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author={xlite-dev etc},
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year={2024}
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}
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|[[vLLM实践][算子]📚vLLM算子开发流程:”保姆级“详细记录](https://zhuanlan.zhihu.com/p/1892966682634473987)|@xlite-dev|⭐️⭐️⭐|
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|[[vLLM实践][万字]📚vLLM + DeepSeek-R1 671B 多机部署及修Bug笔记](https://zhuanlan.zhihu.com/p/29950052712)|@xlite-dev|⭐️⭐️⭐|
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|[[Attention优化]📚FFPA(Split-D): FA2无限HeadDim扩展,2x↑🎉 vs SDPA EA](https://zhuanlan.zhihu.com/p/13975660308)|@xlite-dev|⭐️⭐️⭐️|
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|[[CUDA基础][开篇]📖CUDA-Learn-Notes: v3.0 大升级-面试刷题不迷路](https://zhuanlan.zhihu.com/p/19862356369)|@xlite-dev|⭐️⭐️⭐⭐️|
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|[[CUDA基础][开篇]📖LeetCUDA: v3.0 大升级-面试刷题不迷路](https://zhuanlan.zhihu.com/p/19862356369)|@xlite-dev|⭐️⭐️⭐⭐️|
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|[[分布式训推][张量/序列并行]📖图解DeepSpeed-Ulysses&Megatron-LM TP/SP](https://zhuanlan.zhihu.com/p/5750410146)|@xlite-dev|⭐️⭐️|
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|[[VLM推理优化][InternVL系列]📖InternLM2/.../InternVL1.5系列笔记: 核心点解析](https://zhuanlan.zhihu.com/p/702481058)|@xlite-dev|⭐️⭐️|
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|[[LLM推理优化][TensorRT-LLM][5w字]📖TensorRT-LLM部署调优-指北](https://zhuanlan.zhihu.com/p/699333691)|@xlite-dev|⭐️⭐️⭐️|
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<div id="contribute"></div>
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How to contribute? Star this repo or check [🌤🌤CONTRIBUTE🎉🎉](https://github.com/xlite-dev/CUDA-Learn-Notes/issues/50).
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How to contribute? Star this repo or check [🌤🌤CONTRIBUTE🎉🎉](https://github.com/xlite-dev/LeetCUDA/issues/50).
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<div align='center'>
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<a href="https://star-history.com/#xlite-dev/CUDA-Learn-Notes&Date">
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<a href="https://star-history.com/#xlite-dev/LeetCUDA&Date">
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<picture>
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<source media="(prefers-color-scheme: dark)" srcset="https://api.star-history.com/svg?repos=xlite-dev/CUDA-Learn-Notes&type=Date&theme=dark" />
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<source media="(prefers-color-scheme: light)" srcset="https://api.star-history.com/svg?repos=xlite-dev/CUDA-Learn-Notes&type=Date" />
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<img width=400 height=300 alt="Star History Chart" src="https://api.star-history.com/svg?repos=xlite-dev/CUDA-Learn-Notes&type=Date" />
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<source media="(prefers-color-scheme: dark)" srcset="https://api.star-history.com/svg?repos=xlite-dev/LeetCUDA&type=Date&theme=dark" />
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<source media="(prefers-color-scheme: light)" srcset="https://api.star-history.com/svg?repos=xlite-dev/LeetCUDA&type=Date" />
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<img width=400 height=300 alt="Star History Chart" src="https://api.star-history.com/svg?repos=xlite-dev/LeetCUDA&type=Date" />
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</picture>
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</a>
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