mnn llm

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：

• BUILD_FOR_ANDROID: 编译到Android设备；
• LLM_SUPPORT_VISION: 是否支持视觉处理能力；
• DUMP_PROFILE_INFO: 每次对话后dump出性能数据到命令行中；

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

• cuda: -DMNN_CUDA=ON
• opencl: -DMNN_OPENCL=ON
• metal: -DMNN_METAL=ON

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
.Debugcli_demo.exe ./Qwen2-1.5B-Instruct-MNN/config.json
.Debugweb_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

reference

• cpp-httplib
• chatgpt-web
• ChatViewDemo
• nlohmann/json
• Qwen-1.8B-Chat
• Qwen-7B-Chat
• Qwen-VL-Chat
• Qwen1.5-0.5B-Chat
• Qwen1.5-1.8B-Chat
• Qwen1.5-4B-Chat
• Qwen1.5-7B-Chat
• Qwen2-0.5B-Instruct
• Qwen2-1.5B-Instruct
• Qwen2-7B-Instruct
• Qwen2-VL-2B-Instruct
• Qwen2-VL-7B-Instruct
• Qwen2.5-0.5B-Instruct
• Qwen2.5-1.5B-Instruct
• Qwen2.5-3B-Instruct
• Qwen2.5-7B-Instruct
• Qwen2.5-Coder-1.5B-Instruct
• Qwen2.5-Coder-7B-Instruct
• Qwen2.5-Math-1.5B-Instruct
• Qwen2.5-Math-7B-Instruct
• chatglm-6b
• chatglm2-6b
• codegeex2-6b
• chatglm3-6b
• glm4-9b-chat
• Llama-2-7b-chat-ms
• Llama-3-8B-Instruct
• Llama-3.2-1B-Instruct
• Llama-3.2-3B-Instruct
• Baichuan2-7B-Chat
• internlm-chat-7b
• Yi-6B-Chat
• deepseek-llm-7b-chat
• TinyLlama-1.1B-Chat-v0.6
• phi-2
• bge-large-zh
• gte_sentence-embedding_multilingual-base