Sync from upstream llama.cpp repository
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35
examples/model-conversion/scripts/utils/perplexity-gen.sh
Executable file
35
examples/model-conversion/scripts/utils/perplexity-gen.sh
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#!/usr/bin/env bash
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set -e
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CONVERTED_MODEL="${1:-"$CONVERTED_MODEL"}"
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# Final check if we have a model path
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if [ -z "$CONVERTED_MODEL" ]; then
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echo "Error: Model path must be provided either as:" >&2
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echo " 1. Command line argument" >&2
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echo " 2. CONVERTED_MODEL environment variable" >&2
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exit 1
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fi
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# Check if data/wikitext-2-raw directory exists
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if [ ! -d "ppl/wikitext-2-raw" ]; then
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echo "ppl/wikitext-2-raw directory does not exist. Downloading..." >&2
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mkdir -p ppl
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pushd ppl
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./../../../scripts/get-wikitext-2.sh
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popd
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fi
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mkdir -p ppl
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OUTPUTFILE="ppl/$(basename $CONVERTED_MODEL).kld"
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echo "Model: $CONVERTED_MODEL"
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cmake --build ../../build --target llama-perplexity -j8
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../.././build/bin/llama-perplexity -m $CONVERTED_MODEL \
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-f ppl/wikitext-2-raw/wiki.test.raw \
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--kl-divergence-base $OUTPUTFILE
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echo "Generated logits in $OUTPUTFILE"
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