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Diffstat (limited to 'examples/quantize/test.sh')
-rw-r--r-- | examples/quantize/test.sh | 65 |
1 files changed, 65 insertions, 0 deletions
diff --git a/examples/quantize/test.sh b/examples/quantize/test.sh new file mode 100644 index 00000000..840f712a --- /dev/null +++ b/examples/quantize/test.sh @@ -0,0 +1,65 @@ +#!/bin/bash + +set -eu + +if [ $# -lt 1 ] +then + echo "usage: $0 path_to_build_binary [path_to_temp_folder]" + echo "example: $0 ../../build/bin ../../tmp" + exit 1 +fi + +if [ $# -gt 1 ] +then + TMP_DIR=$2 +else + TMP_DIR=/tmp +fi + +set -x + +SPLIT=$1/gguf-split +QUANTIZE=$1/quantize +MAIN=$1/main +WORK_PATH=$TMP_DIR/quantize +CUR_DIR=$(pwd) + +mkdir -p "$WORK_PATH" + +# Clean up in case of previously failed test +rm -f $WORK_PATH/ggml-model-split*.gguf $WORK_PATH/ggml-model-requant*.gguf + +# 1. Get a model +( + cd $WORK_PATH + "$CUR_DIR"/../../scripts/hf.sh --repo ggml-org/gemma-1.1-2b-it-Q8_0-GGUF --file gemma-1.1-2b-it.Q8_0.gguf +) +echo PASS + +# 2. Split model +$SPLIT --split-max-tensors 28 $WORK_PATH/gemma-1.1-2b-it.Q8_0.gguf $WORK_PATH/ggml-model-split +echo PASS +echo + +# 3. Requant model with '--keep_split' +$QUANTIZE --allow-requantize --keep_split $WORK_PATH/ggml-model-split-00001-of-00006.gguf $WORK_PATH/ggml-model-requant.gguf Q4_K +echo PASS +echo + +# 3a. Test the requanted model is loading properly +$MAIN --model $WORK_PATH/ggml-model-requant-00001-of-00006.gguf --random-prompt --n-predict 32 +echo PASS +echo + +# 4. Requant mode without '--keep_split' +$QUANTIZE --allow-requantize $WORK_PATH/ggml-model-split-00001-of-00006.gguf $WORK_PATH/ggml-model-requant-merge.gguf Q4_K +echo PASS +echo + +# 4b. Test the requanted model is loading properly +$MAIN --model $WORK_PATH/ggml-model-requant-merge.gguf --random-prompt --n-predict 32 +echo PASS +echo + +# Clean up +rm -f $WORK_PATH/ggml-model-split*.gguf $WORK_PATH/ggml-model-requant*.gguf |