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