llama.cpp/examples/model-conversion/scripts/utils/perplexity-run.sh

#!/usr/bin/env bash

set -e

QUANTIZED_MODEL="${1:-"$QUANTIZED_MODEL"}"
LOGITS_FILE="${2:-"$LOGITS_FILE"}"
BUILD_DIR="${3:-"$BUILD_DIR"}"

if [ -z "$QUANTIZED_MODEL" ]; then
    echo "Error: Model path must be provided either as:" >&2
    echo "  1. Command line argument" >&2
    echo "  2. QUANTIZED_MODEL environment variable" >&2
    exit 1
fi

if [ ! -f ${LOGITS_FILE} ]; then
    echo "Error: logits file '${LOGITS_FILE} was not found"
    echo "Did you run the perplexity-gen.sh script?"
    exit 1
fi

if [ -z "$BUILD_DIR" ]; then
    BUILD_DIR="../../build"
fi

echo "Model: $QUANTIZED_MODEL"
echo "Data file: $LOGITS_FILE"

cmake --build $BUILD_DIR --target llama-perplexity -j8

${BUILD_DIR}/bin/llama-perplexity -m $QUANTIZED_MODEL \
    --kl-divergence-base $LOGITS_FILE \
    --kl-divergence