if [ -z "$THREAD_NUM" ]; then THREAD_NUM=2 fi export OMP_NUM_THREADS=$THREAD_NUM ######## LLAMA2 # transformers export ORIGINAL_LLAMA2_PATH=./llm/Llama-2-7b-chat-hf/ if [ ! -d $ORIGINAL_LLAMA2_PATH ]; then echo "Directory $ORIGINAL_LLAMA2_PATH not found. Downloading from FTP server..." wget -r -nH --no-verbose --cut-dirs=1 $LLM_FTP_URL/${ORIGINAL_LLAMA2_PATH:2} -P $LLM_DIR fi echo ">>> Testing LLAMA2 transformers API" std=$(taskset -c 0-$((THREAD_NUM - 1)) python python/llm/example/transformers/transformers_int4/llama2/generate.py --repo-id-or-model-path $ORIGINAL_LLAMA2_PATH) echo "the output of the example is: " echo $std if [[ ! $std == *"AI is a term"* ]]; then echo "The expected output is not met." return 1 fi # transformers low-bit echo ">>> Testing LLAMA2 transformers API sym_int4" std=$(taskset -c 0-$((THREAD_NUM - 1)) python python/llm/example/transformers/transformers_low_bit/transformers_low_bit_pipeline.py --repo-id-or-model-path $ORIGINAL_LLAMA2_PATH) echo "the output of the example is: " echo $std if [[ ! $std == *"But her parents were always telling her to stay close to home"* ]]; then echo "The expected output is not met." return 1 fi echo ">>> Testing LLAMA2 transformers API sym_int5" std=$(taskset -c 0-$((THREAD_NUM - 1)) python python/llm/example/transformers/transformers_low_bit/transformers_low_bit_pipeline.py --repo-id-or-model-path $ORIGINAL_LLAMA2_PATH --low-bit sym_int5) echo "the output of the example is: " echo $std if [[ ! $std == *"She wanted to go to places and meet new people"* ]]; then echo "The expected output is not met." return 1 fi echo ">>> Testing LLAMA2 transformers API sym_int8" std=$(taskset -c 0-$((THREAD_NUM - 1)) python python/llm/example/transformers/transformers_low_bit/transformers_low_bit_pipeline.py --repo-id-or-model-path $ORIGINAL_LLAMA2_PATH --low-bit sym_int8) echo "the output of the example is: " echo $std if [[ ! $std == *"She wanted to go to places and meet new people"* ]]; then echo "The expected output is not met." return 1 fi echo ">>> Testing LLAMA2 transformers API asym_int4" std=$(taskset -c 0-$((THREAD_NUM - 1)) python python/llm/example/transformers/transformers_low_bit/transformers_low_bit_pipeline.py --repo-id-or-model-path $ORIGINAL_LLAMA2_PATH --low-bit asym_int4) echo "the output of the example is: " echo $std if [[ ! $std == *"She wanted to go to places and meet new people"* ]]; then echo "The expected output is not met." return 1 fi echo ">>> Testing LLAMA2 transformers API asym_int5" std=$(taskset -c 0-$((THREAD_NUM - 1)) python python/llm/example/transformers/transformers_low_bit/transformers_low_bit_pipeline.py --repo-id-or-model-path $ORIGINAL_LLAMA2_PATH --low-bit asym_int5) echo "the output of the example is: " echo $std if [[ ! $std == *"She wanted to go to places and meet new people"* ]]; then echo "The expected output is not met." return 1 fi ########## ChatGLM2 export ORIGINAL_CHATGLM2_PATH=./llm/chatglm2-6b/ if [ ! -d $ORIGINAL_CHATGLM2_PATH ]; then echo "Directory $ORIGINAL_CHATGLM2_PATH not found. Downloading from FTP server..." wget -r -nH --no-verbose --cut-dirs=1 $LLM_FTP_URL/${ORIGINAL_CHATGLM2_PATH:2} -P $LLM_DIR fi echo ">>> Testing ChatGLM2 transformers API" std=$(taskset -c 0-$((THREAD_NUM - 1)) python python/llm/example/transformers/transformers_int4/chatglm2/generate.py --repo-id-or-model-path $ORIGINAL_CHATGLM2_PATH) echo "the output of the example is: " echo $std if [[ ! $std == *"AI指的是人工智能"* ]]; then echo "The expected output is not met." return 1 fi