# coding=utf-8 # Copyright (c) 2025 Huawei Technologies Co., Ltd. All Rights Reserved. SCRIPT_DIR="$( cd "$( dirname "${BASH_SOURCE[0]}" )" && pwd )" export ASCEND_RT_VISIBLE_DEVICES=0,1,2,3,4,5,6,7 export VLLM_ENGINE_ITERATION_TIMEOUT_S=1000 timestamp=$(date +"%Y%m%d_%H%M%S") export LOCAL_CKPT_DIR=${LOAD_CKPT_DIR:=../} export LOCAL_CHAT_TEMPLATE_PATH=${CHAT_TEMPLATE_PATH:=$SCRIPT_DIR/chat_template_74B_1124.jinja} if [[ ! -d ${OUTPUT_TEXT_DIR} ]]; then export OUTPUT_TEXT_DIR=$PROJECT_DIR/outputs mkdir -p ${OUTPUT_TEXT_DIR} fi apply_patch_to_package() { local PACKAGE_NAME=$1 local PATCH_FILE=$2 local PACKAGE_DIR echo "apply patch ${PATCH_FILE} to ${PACKAGE_NAME}..." PACKAGE_DIR=$(python -m pip show "$PACKAGE_NAME" | grep 'Editable project location' | awk -F': ' '{print $2}') ( cd "$PACKAGE_DIR" || exit 1 if git apply --reverse --check "$PATCH_FILE" >/dev/null 2>&1; then echo "Patch for ${PACKAGE_NAME} already applied. Skipping." return 0 fi if git apply --check "$PATCH_FILE" >/dev/null 2>&1; then git apply "$PATCH_FILE" if [ $? -ne 0 ]; then echo "Failed to apply patch to ${PACKAGE_NAME} due to git apply error." exit 1 fi else echo "Failed to apply patch to ${PACKAGE_NAME}. Patch file is either incorrect or conflicts exist." exit 1 fi ) || exit 1 } apply_patch_to_package "vllm-ascend" "$SCRIPT_DIR/vllm-ascend_v0.11.0rc0.patch" apply_patch_to_package "vllm" "$SCRIPT_DIR/vllm_v0.11.0rc3.patch" source /usr/local/Ascend/ascend-toolkit/latest/opp/vendors/omni_custom_ops/bin/set_env.bash # 指定 HOST=127.0.0.1(本地主机)表示服务器只能从主设备访问。 # 指定 HOST=0.0.0.0 允许从同一网络上的其他设备甚至从互联网访问 vLLM 服务器,前提是网络配置正确(例如,防火墙规则、端口转发)。 HOST=xxx.xxx.xxx.xxx # 拉起模型服务 python $SCRIPT_DIR/vllm_register.py \ --model $LOCAL_CKPT_DIR \ --served-model-name ${SERVED_MODEL_NAME:=pangu_7b} \ --tensor-parallel-size ${TENSOR_PARALLEL_SIZE:=8} \ --trust-remote-code \ --host ${HOST} \ --port ${PORT:=8000} \ --max-num-seqs ${MAX_NUM_SEQS:=256} \ --max-model-len ${MAX_MODEL_LEN:=131072} \ --tokenizer-mode "slow" \ --dtype bfloat16 \ --enable-log-requests \ --distributed-executor-backend mp \ --gpu-memory-utilization 0.9 \ --max-num-batched-tokens ${MAX_NUM_BATCHED_TOKENS:=4096} \ --no-enable-prefix-caching \ --reasoning-parser pangu \ --chat_template ${LOCAL_CHAT_TEMPLATE_PATH} \ --enable-auto-tool-choice \ --tool-call-parser pangu \ --trust-request-chat-template \ --enable_chunked_prefill \ --additional_config '{"ascend_scheduler_config":{"enabled":true,"enable_chunked_prefill":true,"chunked_prefill_enabled":true}}' | tee $OUTPUT_TEXT_DIR/inference.log