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			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' || "$arg1" == '-c' ]]; then
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    python3 ./convert-hf-to-gguf.py "$@"
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elif [[ "$arg1" == '--quantize' || "$arg1" == '-q' ]]; then
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    ./llama-quantize "$@"
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elif [[ "$arg1" == '--run' || "$arg1" == '-r' ]]; then
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    ./llama-cli "$@"
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elif [[ "$arg1" == '--finetune' || "$arg1" == '-f' ]]; then
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    ./llama-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 ${i/f16/q4_0}..."
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            ./llama-quantize "$i" "${i/f16/q4_0}" q4_0
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        fi
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    done
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elif [[ "$arg1" == '--server' || "$arg1" == '-s' ]]; then
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    ./llama-server "$@"
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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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