qwen大模型部署和测试记录

部署的机器

部署的脚本:

#!/bin/bash

# 停止并移除旧容器(如果存在)
docker stop qwen3.5-397b-fp8 2>/dev/null
docker rm qwen3.5-397b-fp8 2>/dev/null

docker run -d \
  --gpus all \
  --ipc=host \
  --shm-size 200g \
  --ulimit memlock=-1 \
  --ulimit stack=67108864 \
  --restart unless-stopped \
  -p 7380:8000 \
  -v /home/rd/models:/models \
  --name "qwen3.5-397b-fp8" \
  -e VLLM_LOGGING_LEVEL=info \
  -e VLLM_LOG_MAX_LEN=999999 \
  -e NCCL_IB_DISABLE=0 \
  -e NCCL_IB_GID_INDEX=3 \
  -e TZ=Asia/Shanghai \
  vllm/vllm-openai:latest \
  --model /models/Qwen3.5-397B-A17B-FP8 \
  --served-model-name Qwen3.5-397B-A17B-FP8 \
  --tensor-parallel-size 8 \
  --enable-expert-parallel \
  --max-model-len 262144 \
  --port 8000 \
  --host 0.0.0.0 \
  --trust-remote-code \
  --max-num-seqs 256 \
  --gpu-memory-utilization 0.85 \
  --enable-auto-tool-choice \
  --tool-call-parser qwen3_coder \
  --exclude-tools-when-tool-choice-none \
  --enable-log-requests

# 查看容器启动日志
echo "容器已启动,开始跟踪日志..."
docker logs -f qwen3.5-397b-fp8

测试情况:

curl localhost:7380/v1/models | jq .
  % Total    % Received % Xferd  Average Speed   Time    Time     Time  Current
                                 Dload  Upload   Total   Spent    Left  Speed
100   486  100   486    0     0   138k      0 --:--:-- --:--:-- --:--:--  158k
{
  "object": "list",
  "data": [
    {
      "id": "Qwen3.5-397B-A17B-FP8",
      "object": "model",
      "created": 1778986981,
      "owned_by": "vllm",
      "root": "/models/Qwen3.5-397B-A17B-FP8",
      "parent": null,
      "max_model_len": 262144,
      "permission": [
        {
          "id": "modelperm-8c61f5c1675997a3",
          "object": "model_permission",
          "created": 1778986981,
          "allow_create_engine": false,
          "allow_sampling": true,
          "allow_logprobs": true,
          "allow_search_indices": false,
          "allow_view": true,
          "allow_fine_tuning": false,
          "organization": "*",
          "group": null,
          "is_blocking": false
        }
      ]
    }
  ]
}

运行截图:

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