mirror of
https://github.com/ggerganov/llama.cpp.git
synced 2024-11-11 21:39:52 +00:00
57 lines
2.4 KiB
Markdown
57 lines
2.4 KiB
Markdown
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# Android
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## Build on Android using Termux
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[Termux](https://github.com/termux/termux-app#installation) is a method to execute `llama.cpp` on an Android device (no root required).
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```
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apt update && apt upgrade -y
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apt install git make cmake
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```
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It's recommended to move your model inside the `~/` directory for best performance:
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```
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cd storage/downloads
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mv model.gguf ~/
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```
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[Get the code](https://github.com/ggerganov/llama.cpp#get-the-code) & [follow the Linux build instructions](https://github.com/ggerganov/llama.cpp#build) to build `llama.cpp`.
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## Building the Project using Android NDK
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Obtain the [Android NDK](https://developer.android.com/ndk) and then build with CMake.
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Execute the following commands on your computer to avoid downloading the NDK to your mobile. Alternatively, you can also do this in Termux:
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```
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$ mkdir build-android
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$ cd build-android
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$ export NDK=<your_ndk_directory>
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$ cmake -DCMAKE_TOOLCHAIN_FILE=$NDK/build/cmake/android.toolchain.cmake -DANDROID_ABI=arm64-v8a -DANDROID_PLATFORM=android-23 -DCMAKE_C_FLAGS=-march=armv8.4a+dotprod ..
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$ make
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```
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Install [termux](https://github.com/termux/termux-app#installation) on your device and run `termux-setup-storage` to get access to your SD card (if Android 11+ then run the command twice).
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Finally, copy these built `llama` binaries and the model file to your device storage. Because the file permissions in the Android sdcard cannot be changed, you can copy the executable files to the `/data/data/com.termux/files/home/bin` path, and then execute the following commands in Termux to add executable permission:
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(Assumed that you have pushed the built executable files to the /sdcard/llama.cpp/bin path using `adb push`)
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```
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$cp -r /sdcard/llama.cpp/bin /data/data/com.termux/files/home/
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$cd /data/data/com.termux/files/home/bin
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$chmod +x ./*
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```
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Download model [llama-2-7b-chat.Q4_K_M.gguf](https://huggingface.co/TheBloke/Llama-2-7B-Chat-GGUF/blob/main/llama-2-7b-chat.Q4_K_M.gguf), and push it to `/sdcard/llama.cpp/`, then move it to `/data/data/com.termux/files/home/model/`
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```
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$mv /sdcard/llama.cpp/llama-2-7b-chat.Q4_K_M.gguf /data/data/com.termux/files/home/model/
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```
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Now, you can start chatting:
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```
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$cd /data/data/com.termux/files/home/bin
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$./llama-cli -m ../model/llama-2-7b-chat.Q4_K_M.gguf -n 128 -cml
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```
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Here's a demo of an interactive session running on Pixel 5 phone:
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https://user-images.githubusercontent.com/271616/225014776-1d567049-ad71-4ef2-b050-55b0b3b9274c.mp4
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