3ce7e8f8e7
* MobileVLM native implementation * delete depthwise_conv_2d and permute_cpy relative code, replace the two by the existed functions, and opt ldp definition, support LLAMA_PERF option for CMake * move android script to example/llava directory * Fix the editor config checks --------- Co-authored-by: Chenxiaotao03 <chenxiaotao03@meituan.com>
53 lines
2.5 KiB
Bash
Executable file
53 lines
2.5 KiB
Bash
Executable file
#!/bin/bash
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model_dir="/Users/cxt/model/llm/mobileVLM/MobileVLM-1.7B_processed"
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projector_name="mmproj-model-f16.gguf"
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llama_name="ggml-model-q4_k.gguf"
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img_dir="/Users/cxt/model/llm"
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img_name="demo.jpg"
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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:"
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# img_name="cat.jpeg"
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# 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:"
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program_dir="build_64/bin"
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binName="llava-cli"
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n_threads=4
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deviceDir="/data/local/tmp"
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saveDir="output"
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if [ ! -d ${saveDir} ]; then
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mkdir ${saveDir}
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fi
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function android_run() {
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# # copy resource into device
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# adb push ${model_dir}/${projector_name} ${deviceDir}/${projector_name}
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# adb push ${model_dir}/${llama_name} ${deviceDir}/${llama_name}
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adb push ${img_dir}/${img_name} ${deviceDir}/${img_name}
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# copy program into device
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adb push ${program_dir}/${binName} ${deviceDir}/${binName}
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adb shell "chmod 0777 ${deviceDir}/${binName}"
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# run
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adb shell "echo cd ${deviceDir} ${deviceDir}/${binName} \
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-m ${deviceDir}/${llama_name} \
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--mmproj ${deviceDir}/${projector_name} \
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-t ${n_threads} \
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--image ${deviceDir}/${img_name} \
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-p \"${prompt}\" \
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> ${deviceDir}/${modelName}_${projector_name}_${n_threads}_${img_name}.txt"
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adb shell "cd ${deviceDir}; pwd; ${deviceDir}/${binName} \
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-m ${deviceDir}/${llama_name} \
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--mmproj ${deviceDir}/${projector_name} \
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-t ${n_threads} \
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--image ${deviceDir}/${img_name} \
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-p \"${prompt}\" \
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>> ${deviceDir}/${modelName}_${projector_name}_${n_threads}_${img_name}.txt 2>&1"
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adb pull ${deviceDir}/${modelName}_${projector_name}_${n_threads}_${img_name}.txt ${saveDir}
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}
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android_run
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echo "android_run is Done!"
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