koboldcpp/examples/model-conversion/scripts/utils/perplexity-run-simple.sh
Daniel Bevenius 2758fa10da
examples : add model conversion tool/example (#15455)
* examples : add model conversion tool/example

This commit adds an "example/tool" that is intended to help in the
process of converting models to GGUF. Currently it supports normal
causal models and embedding models. The readme contains instructions and
command to guide through the process.

The motivation for this to have a structured and repeatable process for
model conversions and hopefully with time improve upon it to make the
process easier and more reliable. We have started to use this for new
model conversions internally and will continue doing so and improve it
as we go along. Perhaps with time this should be placed in a different
directory than the examples directory, but for now it seems like a good
place to keep it while we are still developing it.

* squash! examples : add model conversion tool/example

Remove dependency on scikit-learn in model conversion example.

* squash! examples : add model conversion tool/example

Update transformer dep to use non-dev version. And also import
`AutoModelForCausalLM` instead of `AutoModel` to ensure compatibility
with the latest version.

* squash! examples : add model conversion tool/example

Remove the logits requirements file from the all requirements file.
2025-08-21 12:16:54 +02:00

27 lines
672 B
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Executable file

#!/bin/bash
set -e
QUANTIZED_MODEL="${1:-"$QUANTIZED_MODEL"}"
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
# Check if data/wikitext-2-raw directory exists
if [ ! -d "ppl/wikitext-2-raw" ]; then
echo "ppl/wikitext-2-raw directory does not exist. Downloading..." >&2
mkdir -p ppl
pushd ppl
./../../../scripts/get-wikitext-2.sh
popd
fi
cmake --build ../../build --target llama-perplexity -j8
../.././build/bin/llama-perplexity -m $QUANTIZED_MODEL -f ppl/wikitext-2-raw/wiki.test.raw