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mnn-llm

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示例工程

模型导出与下载

llm模型导出onnxmnn模型请使用llm-export

模型下载

构建

CI构建状态:

Build Status Build Status Build Status Build Status Build Status Build Status

本地编译

# clone
git clone --recurse-submodules https://github.com/wangzhaode/mnn-llm.git
cd mnn-llm

# linux
./script/build.sh

# macos
./script/build.sh

# windows msvc
./script/build.ps1

# python wheel
./script/py_build.sh

# android
./script/android_build.sh

# android apk
./script/android_app_build.sh

# ios
./script/ios_build.sh

一些编译宏:

默认使用CPU,如果使用其他后端或能力,可以在编译MNN时添加MNN编译宏

4. 执行

# linux/macos
./cli_demo ./Qwen2-1.5B-Instruct-MNN/config.json # cli demo
./web_demo ./Qwen2-1.5B-Instruct-MNN/config.json ../web # web ui demo

# windows
.\Debug\cli_demo.exe ./Qwen2-1.5B-Instruct-MNN/config.json
.\Debug\web_demo.exe ./Qwen2-1.5B-Instruct-MNN/config.json ../web

# android
adb push android_build/MNN/OFF/arm64-v8a/libMNN.so /data/local/tmp
adb push android_build/MNN/express/OFF/arm64-v8a/libMNN_Express.so /data/local/tmp
adb push android_build/libllm.so android_build/cli_demo /data/local/tmp
adb push Qwen2-1.5B-Instruct-MNN /data/local/tmp
adb shell "cd /data/local/tmp && export LD_LIBRARY_PATH=. && ./cli_demo ./Qwen2-1.5B-Instruct-MNN/config.json"

Reference

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