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