46 lines
1.9 KiB
Bash
Executable file
46 lines
1.9 KiB
Bash
Executable file
#!/bin/bash
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set -e
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# Read the first argument into a variable
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arg1="$1"
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# Shift the arguments to remove the first one
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shift
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if [[ "$arg1" == '--convert' || "$arg1" == '-c' ]]; then
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python3 ./convert.py "$@"
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elif [[ "$arg1" == '--quantize' || "$arg1" == '-q' ]]; then
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./quantize "$@"
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elif [[ "$arg1" == '--run' || "$arg1" == '-r' ]]; then
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./main "$@"
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elif [[ "$arg1" == '--finetune' || "$arg1" == '-f' ]]; then
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./finetune "$@"
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elif [[ "$arg1" == '--all-in-one' || "$arg1" == '-a' ]]; then
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echo "Converting PTH to GGML..."
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for i in `ls $1/$2/ggml-model-f16.bin*`; do
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if [ -f "${i/f16/q4_0}" ]; then
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echo "Skip model quantization, it already exists: ${i/f16/q4_0}"
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else
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echo "Converting PTH to GGML: $i into ${i/f16/q4_0}..."
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./quantize "$i" "${i/f16/q4_0}" q4_0
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fi
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done
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elif [[ "$arg1" == '--server' || "$arg1" == '-s' ]]; then
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./server "$@"
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else
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echo "Unknown command: $arg1"
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echo "Available commands: "
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echo " --run (-r): Run a model previously converted into ggml"
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echo " ex: -m /models/7B/ggml-model-q4_0.bin -p \"Building a website can be done in 10 simple steps:\" -n 512"
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echo " --convert (-c): Convert a llama model into ggml"
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echo " ex: --outtype f16 \"/models/7B/\" "
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echo " --quantize (-q): Optimize with quantization process ggml"
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echo " ex: \"/models/7B/ggml-model-f16.bin\" \"/models/7B/ggml-model-q4_0.bin\" 2"
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echo " --finetune (-f): Run finetune command to create a lora finetune of the model"
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echo " See documentation for finetune for command-line parameters"
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echo " --all-in-one (-a): Execute --convert & --quantize"
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echo " ex: \"/models/\" 7B"
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echo " --server (-s): Run a model on the server"
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echo " ex: -m /models/7B/ggml-model-q4_0.bin -c 2048 -ngl 43 -mg 1 --port 8080"
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fi
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