#!/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 MAIN=$1/main WORK_PATH=$TMP_DIR/gguf-split ROOT_DIR=$(realpath $(dirname $0)/../../) mkdir -p "$WORK_PATH" # Clean up in case of previously failed test rm -f $WORK_PATH/ggml-model-split*.gguf $WORK_PATH/ggml-model-merge*.gguf # 1. Get a model ( cd $WORK_PATH "$ROOT_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 with max tensors strategy $SPLIT --split-max-tensors 28 $WORK_PATH/gemma-1.1-2b-it.Q8_0.gguf $WORK_PATH/ggml-model-split echo PASS echo # 2b. Test the sharded model is loading properly $MAIN --model $WORK_PATH/ggml-model-split-00001-of-00006.gguf --random-prompt --n-predict 32 echo PASS echo # 3. Merge $SPLIT --merge $WORK_PATH/ggml-model-split-00001-of-00006.gguf $WORK_PATH/ggml-model-merge.gguf echo PASS echo # 3b. Test the merged model is loading properly $MAIN --model $WORK_PATH/ggml-model-merge.gguf --random-prompt --n-predict 32 echo PASS echo # 4. Split with no tensors in the first split $SPLIT --split-max-tensors 32 --no-tensor-first-split $WORK_PATH/ggml-model-merge.gguf $WORK_PATH/ggml-model-split-32-tensors echo PASS echo # 4b. Test the sharded model is loading properly $MAIN --model $WORK_PATH/ggml-model-split-32-tensors-00001-of-00007.gguf --random-prompt --n-predict 32 echo PASS echo # 5. Merge #$SPLIT --merge $WORK_PATH/ggml-model-split-32-tensors-00001-of-00006.gguf $WORK_PATH/ggml-model-merge-2.gguf #echo PASS #echo # 5b. Test the merged model is loading properly #$MAIN --model $WORK_PATH/ggml-model-merge-2.gguf --random-prompt --n-predict 32 #echo PASS #echo # 6. Split with size strategy $SPLIT --split-max-size 2G $WORK_PATH/ggml-model-merge.gguf $WORK_PATH/ggml-model-split-2G echo PASS echo # 6b. Test the sharded model is loading properly $MAIN --model $WORK_PATH/ggml-model-split-2G-00001-of-00002.gguf --random-prompt --n-predict 32 echo PASS echo # Clean up rm -f $WORK_PATH/ggml-model-split*.gguf $WORK_PATH/ggml-model-merge*.gguf