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#!/bin/bash
model_dir="/Users/cxt/model/llm/mobileVLM/MobileVLM-1.7B_processed"
projector_name="mmproj-model-f16.gguf"
llama_name="ggml-model-q4_k.gguf"
img_dir="/Users/cxt/model/llm"
img_name="demo.jpg"
prompt="A chat between a curious user and an artificial intelligence assistant. The assistant gives helpful, detailed, and polite answers to the user's questions. USER: <image>\nWho is the author of this book? \nAnswer the question using a single word or phrase. ASSISTANT:"
# img_name="cat.jpeg"
# prompt="A chat between a curious user and an artificial intelligence assistant. The assistant gives helpful, detailed, and polite answers to the user's questions. USER: <image>\nWhat is in the image? ASSISTANT:"
program_dir="build_64/bin"
binName="llama-llava-cli"
n_threads=4
deviceDir="/data/local/tmp"
saveDir="output"
if [ ! -d ${saveDir} ]; then
mkdir ${saveDir}
fi
function android_run() {
# # copy resource into device
# adb push ${model_dir}/${projector_name} ${deviceDir}/${projector_name}
# adb push ${model_dir}/${llama_name} ${deviceDir}/${llama_name}
adb push ${img_dir}/${img_name} ${deviceDir}/${img_name}
# copy program into device
adb push ${program_dir}/${binName} ${deviceDir}/${binName}
adb shell "chmod 0777 ${deviceDir}/${binName}"
# run
adb shell "echo cd ${deviceDir} ${deviceDir}/${binName} \
-m ${deviceDir}/${llama_name} \
--mmproj ${deviceDir}/${projector_name} \
-t ${n_threads} \
--image ${deviceDir}/${img_name} \
-p \"${prompt}\" \
> ${deviceDir}/${modelName}_${projector_name}_${n_threads}_${img_name}.txt"
adb shell "cd ${deviceDir}; pwd; ${deviceDir}/${binName} \
-m ${deviceDir}/${llama_name} \
--mmproj ${deviceDir}/${projector_name} \
-t ${n_threads} \
--image ${deviceDir}/${img_name} \
-p \"${prompt}\" \
>> ${deviceDir}/${modelName}_${projector_name}_${n_threads}_${img_name}.txt 2>&1"
adb pull ${deviceDir}/${modelName}_${projector_name}_${n_threads}_${img_name}.txt ${saveDir}
}
android_run
echo "android_run is Done!"
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