| #!/usr/bin/env bash
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| set -e
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| arg1="$1"
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| shift
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| if [[ "$arg1" == '--convert' || "$arg1" == '-c' ]]; then
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| exec python3 ./convert_hf_to_gguf.py "$@"
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| elif [[ "$arg1" == '--quantize' || "$arg1" == '-q' ]]; then
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| exec ./llama-quantize "$@"
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| elif [[ "$arg1" == '--run' || "$arg1" == '-r' ]]; then
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| exec ./llama-cli "$@"
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| elif [[ "$arg1" == '--bench' || "$arg1" == '-b' ]]; then
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| exec ./llama-bench "$@"
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| elif [[ "$arg1" == '--perplexity' || "$arg1" == '-p' ]]; then
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| exec ./llama-perplexity "$@"
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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 ${i/f16/q4_0}..."
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| exec ./llama-quantize "$i" "${i/f16/q4_0}" q4_0
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| fi
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| done
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| elif [[ "$arg1" == '--server' || "$arg1" == '-s' ]]; then
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| exec ./llama-server "$@"
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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 " --bench (-b): Benchmark the performance of the inference for various parameters."
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| echo " ex: -m model.gguf"
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| echo " --perplexity (-p): Measure the perplexity of a model over a given text."
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| echo " ex: -m model.gguf -f file.txt"
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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 " --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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