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Apache License
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Copyright [2018] [Alibaba Group]
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12
README.md
12
README.md
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@ -1,10 +1,10 @@
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[中文版本](README_CN.md)
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[日本語バージョン](README_JP.md)
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[MNN Homepage](http://www.mnn.zone)
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---
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[](LICENSE.txt)
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[](https://mnn-docs.readthedocs.io/en/latest/)
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[](README_CN.md)
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[](README_JP.md)
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[](http://www.mnn.zone)
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## News 🔥
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- [2025/02/18] iOS multimodal LLM App is released [MNN LLM iOS](./apps/iOS/MNNLLMChat/README.md).
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19
README_CN.md
19
README_CN.md
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@ -1,10 +1,11 @@
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---
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[](LICENSE.txt)
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[](https://mnn-docs.readthedocs.io/en/latest/)
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[](README.md)
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[](README_JP.md)
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[](http://www.mnn.zone)
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[English Version](README.md)
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[日本語バージョン](README_JP.md)
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[MNN Homepage](http://www.mnn.zone)
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[MNN](https://github.com/alibaba/MNN)是一个轻量级的深度神经网络引擎，支持深度学习的推理与训练。适用于服务器/个人电脑/手机/嵌入式各类设备。目前，MNN已经在阿里巴巴的手机淘宝、手机天猫、优酷等30多个App中使用，覆盖直播、短视频、搜索推荐、商品图像搜索、互动营销、权益发放、安全风控等场景。
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@ -40,15 +41,15 @@ MNN文档：
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## 整体特点
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### 轻量性
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### 轻量性
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- 主体功能（模型推理CPU+GPU）无任何依赖，代码精简，可以方便地部署到移动设备和各种嵌入式设备中。
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- 主体功能（模型推理CPU+GPU）无任何依赖，代码精简，可以方便地部署到移动设备和各种嵌入式设备中。
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- iOS平台：功能全开的MNN静态库 armv7+arm64大小12MB左右，链接生成可执行文件增加大小2M左右。可裁剪主体功能后静态库大小6.1M ，链接生成可执行文件增加大小 600 KB。
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- Android平台：主体功能 armv7a - c++_shared 动态库大小800KB左右。
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- 支持采用 Mini 编辑选项进一步降低包大小，大约能在上述库体积基础上进一步降低 25% 左右。
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- 支持模型FP16/Int8压缩与量化，可减少模型50% - 75% 的体积
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### 通用性
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### 通用性
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- 支持 Tensorflow、Caffe、ONNX、Torchscripts 等主流模型文件格式，支持CNN / RNN / GAN / Transformer 等主流网络结构。
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- 支持多输入多输出，支持任意维度的输入输出，支持动态输入（输入大小可变），支持带控制流的模型
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@ -109,7 +110,7 @@ MNN适配的硬件架构与精度详见下表：
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## 社区交流与反馈
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钉钉群组：
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- 钉钉群1:23329087
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- 钉钉群1:23329087
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- 钉钉群2:23350225
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- 钉钉群3:扫描二维码加入
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20
README_JP.md
20
README_JP.md
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@ -1,18 +1,18 @@
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[English Version](README.md)
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[中文版本](README_CN.md)
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[MNN ホームページ](http://www.mnn.zone)
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---
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[](LICENSE.txt)
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[](https://mnn-docs.readthedocs.io/en/latest/)
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[](README.md)
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[](README_CN.md)
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[](http://www.mnn.zone)
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## ニュース 🔥
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- [2025/01/23] フルマルチモーダル LLM Android アプリをリリースしました: [MNN-LLM-Android](./project/android/apps/MnnLlmApp/README.md)。テキストからテキスト、画像からテキスト、音声からテキスト、テキストから画像生成を含みます。
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<p align="center">
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<img width="20%" alt="Icon" src="./project/android/apps/MnnLlmApp/assets/image_home.jpg" style="margin: 0 10px;">
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<img width="20%" alt="Icon" src="./project/android/apps/MnnLlmApp/assets/image_diffusion.jpg" style="margin: 0 10px;">
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<img width="20%" alt="Icon" src="./project/android/apps/MnnLlmApp/assets/image_sound.jpg" style="margin: 0 10px;">
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<img width="20%" alt="Icon" src="./project/android/apps/MnnLlmApp/assets/image_image.jpg" style="margin: 0 10px;">
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<img width="20%" alt="Icon" src="./apps/Android/MnnLlmChat/assets/image_home.jpg" style="margin: 0 10px;">
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<img width="20%" alt="Icon" src="./apps/Android/MnnLlmChat/assets/image_diffusion.jpg" style="margin: 0 10px;">
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<img width="20%" alt="Icon" src="./apps/Android/MnnLlmChat/assets/image_sound.jpg" style="margin: 0 10px;">
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<img width="20%" alt="Icon" src="./apps/Android/MnnLlmChat/assets/image_image.jpg" style="margin: 0 10px;">
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</p>
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## 紹介
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