llama.cpp/examples/model-conversion/scripts/embedding/run-converted-model.sh
Daniel Bevenius df7fb92170
model-conversion : remove -st targets for converted model (#18689)
This commit removes the '-st` make target for running the converted
embedding model.

The motivation for this is that the pooling type is now part of the
.gguf metdata of the model and this is used by llama-debug when running
the model. So there is no need to specify the pooling type separately
any more.

The commit also adds an option to specify the type of normalization
applied to the output embeddings when running the converted model.

And the readme documentation has been  updated to reflect these changes.
2026-01-08 09:29:15 +01:00

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#!/usr/bin/env bash
set -e
# Parse command line arguments
CONVERTED_MODEL=""
PROMPTS_FILE=""
EMBD_NORMALIZE="2"
while [[ $# -gt 0 ]]; do
case $1 in
-p|--prompts-file)
PROMPTS_FILE="$2"
shift 2
;;
--embd-normalize)
EMBD_NORMALIZE="$2"
shift 2
;;
*)
if [ -z "$CONVERTED_MODEL" ]; then
CONVERTED_MODEL="$1"
fi
shift
;;
esac
done
# First try command line argument, then environment variable
CONVERTED_MODEL="${CONVERTED_MODEL:-"$CONVERTED_EMBEDDING_MODEL"}"
# Final check if we have a model path
if [ -z "$CONVERTED_MODEL" ]; then
echo "Error: Model path must be provided either as:" >&2
echo " 1. Command line argument" >&2
echo " 2. CONVERTED_EMBEDDING_MODEL environment variable" >&2
exit 1
fi
# Read prompt from file or use default
if [ -n "$PROMPTS_FILE" ]; then
if [ ! -f "$PROMPTS_FILE" ]; then
echo "Error: Prompts file '$PROMPTS_FILE' not found" >&2
exit 1
fi
PROMPT=$(cat "$PROMPTS_FILE")
else
PROMPT="Hello world today"
fi
echo $CONVERTED_MODEL
cmake --build ../../build --target llama-debug -j8
../../build/bin/llama-debug -m "$CONVERTED_MODEL" --embedding -p "$PROMPT" --save-logits --embd-normalize $EMBD_NORMALIZE