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| 1 | +#!/bin/bash |
| 2 | +set -e |
| 3 | + |
| 4 | +MODEL_NAME="$1" |
| 5 | +CONFIG_FILE="model_config.json" |
| 6 | + |
| 7 | +if [ -z "$MODEL_NAME" ]; then |
| 8 | + echo "× Please provide the model name, for example:" |
| 9 | + echo " ./run_vllm_serving.sh DeepSeek-R1-Distill-Qwen-1.5B" |
| 10 | + exit 1 |
| 11 | +fi |
| 12 | + |
| 13 | +# 用 Python 解析 JSON 获取 URL |
| 14 | +MODEL_URL=$(python3 -c " |
| 15 | +import json |
| 16 | +config_file = '$CONFIG_FILE' |
| 17 | +model_name = '$MODEL_NAME' |
| 18 | +with open(config_file, 'r') as f: |
| 19 | + data = json.load(f) |
| 20 | +print(data.get(model_name, '')) |
| 21 | +") |
| 22 | + |
| 23 | +if [ -z "$MODEL_URL" ]; then |
| 24 | + echo "× $MODEL_NAME is not supported yet, please refer to the website to try other models: https://docs.mthreads.com/mtt/mtt-doc-online/compability" |
| 25 | + exit 1 |
| 26 | +fi |
| 27 | + |
| 28 | +echo "√ 找到模型 URL: $MODEL_URL" |
| 29 | + |
| 30 | +# 目录和日志路径 |
| 31 | +CURRENT_DIR=$(pwd) |
| 32 | +MODEL_DIR="/data/mtt/models" |
| 33 | +CONVERTED_MODEL_DIR="/data/mtt/models_convert" |
| 34 | +LOG_FILE="/data/mtt/logs/model_server.log" |
| 35 | +MODEL_CHECK_FILE="$MODEL_DIR/$MODEL_NAME/model.safetensors" |
| 36 | +SUCCESS_MESSAGE="INFO: Started server process" |
| 37 | + |
| 38 | +# 确保目录存在 |
| 39 | +mkdir -p "$MODEL_DIR" "$CONVERTED_MODEL_DIR" "$(dirname "$LOG_FILE")" |
| 40 | + |
| 41 | +# 检查模型是否已经存在 |
| 42 | +if [ -f "$MODEL_CHECK_FILE" ]; then |
| 43 | + echo "√ The model file already exists. Skip the download step." |
| 44 | +else |
| 45 | + echo "⬇ The model file does not exist, start downloading the model..." |
| 46 | + cd "$MODEL_DIR" |
| 47 | + apt update && apt install -y git-lfs jq |
| 48 | + git lfs install |
| 49 | + git clone "$MODEL_URL" "$MODEL_NAME" |
| 50 | + echo "√ Model download completed." |
| 51 | +fi |
| 52 | + |
| 53 | +# 权重转换 |
| 54 | +cd "${CURRENT_DIR}/.." |
| 55 | +./convert_weight.sh "$MODEL_DIR/$MODEL_NAME" 1 |
| 56 | + |
| 57 | +# 启动 vLLM 服务器 |
| 58 | +python -m vllm.entrypoints.openai.api_server \ |
| 59 | + --model "$CONVERTED_MODEL_DIR/$MODEL_NAME-tp1-convert" \ |
| 60 | + --trust-remote-code \ |
| 61 | + --tensor-parallel-size 1 \ |
| 62 | + -pp 1 \ |
| 63 | + --block-size 64 \ |
| 64 | + --max-model-len 2048 \ |
| 65 | + --disable-log-stats \ |
| 66 | + --disable-log-requests \ |
| 67 | + --device "musa" \ |
| 68 | + --served-model-name model-develop_test > "$LOG_FILE" 2>&1 & |
| 69 | + |
| 70 | +pid=$! |
| 71 | +echo "Wait for the service to start..." |
| 72 | +while true; do |
| 73 | + if grep -q "$SUCCESS_MESSAGE" "$LOG_FILE"; then |
| 74 | + echo "√ Service has been started. If it does not work, check the log: $LOG_FILE" |
| 75 | + break |
| 76 | + else |
| 77 | + echo "Wait for the service to start..." |
| 78 | + sleep 5 # 每隔 5 秒检查日志文件 |
| 79 | + fi |
| 80 | +done |
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