ollama/examples/bash-comparemodels/comparemodels.sh
Matt Williams 2236a93efc docs: add examples using bash to compare models
Signed-off-by: Matt Williams <m@technovangelist.com>
2023-10-31 09:12:39 -07:00

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1.6 KiB
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#! /usr/bin/env bash
NUMBEROFCHOICES=4
CHOICES=$(ollama list | awk '{print $1}')
SELECTIONS=()
declare -a SUMS=()
echo "Select $NUMBEROFCHOICES models to compare:"
select ITEM in $CHOICES; do
if [[ -n $ITEM ]]; then
echo "You have selected $ITEM"
SELECTIONS+=("$ITEM")
((COUNT++))
if [[ $COUNT -eq $NUMBEROFCHOICES ]]; then
break
fi
else
echo "Invalid selection"
fi
done
for ITEM in "${SELECTIONS[@]}"; do
echo "--------------------------------------------------------------"
echo "Loading the model $ITEM into memory"
ollama run "$ITEM" ""
echo "--------------------------------------------------------------"
echo "Running the questions through the model $ITEM"
COMMAND_OUTPUT=$(ollama run "$ITEM" --verbose < sourcequestions 2>&1| tee /dev/stderr)
SUM=$(echo "$COMMAND_OUTPUT" | awk '
/eval duration:/ {
value = $3
if (index(value, "ms") > 0) {
gsub("ms", "", value)
value /= 1000
} else {
gsub("s", "", value)
}
sum += value
}
END { print sum }')
SUMS+=("All questions for $ITEM completed in $SUM seconds")
done
echo ""
echo "--------------------------------------------------------------"
echo -e "Sums of eval durations for each run:"
for val in "${SUMS[@]}"; do
echo "$val"
done
echo "--------------------------------------------------------------"
echo "Comparison complete. Now you can decide"
echo "which model is best."
echo "--------------------------------------------------------------"