{"id":190,"date":"2025-04-09T16:22:13","date_gmt":"2025-04-09T08:22:13","guid":{"rendered":"https:\/\/knoka.vip\/?p=190"},"modified":"2025-05-04T23:18:08","modified_gmt":"2025-05-04T15:18:08","slug":"%e6%95%99%e4%bd%a0%e9%83%a8%e7%bd%b2wan2-1%e5%9b%be-%e6%96%87%e7%94%9f%e6%88%90%e8%a7%86%e9%a2%91fastapi%e6%9c%8d%e5%8a%a1","status":"publish","type":"post","link":"https:\/\/knoka.vip\/index.php\/2025\/04\/09\/%e6%95%99%e4%bd%a0%e9%83%a8%e7%bd%b2wan2-1%e5%9b%be-%e6%96%87%e7%94%9f%e6%88%90%e8%a7%86%e9%a2%91fastapi%e6%9c%8d%e5%8a%a1\/","title":{"rendered":"\u4e00\u6587\u5feb\u901f\u5b66\u4f1a\u90e8\u7f72Wan2.1\u56fe\/\u6587\u751f\u6210\u89c6\u9891FastAPI\u670d\u52a1"},"content":{"rendered":"\n

\u524d\u8a00<\/h2>\n\n\n\n

\u5b9e\u73b0\u8d77\u6765\u5f88\u5feb\u5f88\u7b80\u5355\uff0c\u672c\u4eba\u5df2\u7ecf\u5c01\u88c5\u6210\u811a\u672c\u6587\u4ef6\uff0c\u53ef\u65f6\u95f4git\u672c\u4eba\u4ee3\u7801\u4f7f\u7528\uff0c\u5feb\u6377\u53c8\u65b9\u4fbf<\/p>\n\n\n\n

https:\/\/github.com\/knoka812\/Wan2.1-FastAPI.git<\/a><\/p>\n\n\n\n

\u552f\u4e00\u9700\u8981\u6ce8\u610f\u7684\u662f\uff0c\u786c\u4ef6\u8bbe\u65bd\u4e00\u5b9a\u8981\u8fbe\u5230\u8981\u6c42\uff0c\u6d4b\u8bd5A100 40G\u4e0b\u6587\u672c\u751f\u6210480P\u76845s\u89c6\u9891\u4ec53\u5206\u949f\uff0cA800 80G\u4e0b\u56fe\u7247\u751f\u6210480P\u76845s\u89c6\u9891\u4ec513\u5206\u949f<\/p>\n\n\n\n

\u90e8\u7f72\u6d41\u7a0b<\/h2>\n\n\n\n

1\u3001\u514b\u9686\u5b58\u50a8\u5e93<\/p>\n\n\n\n

git clone https:\/\/github.com\/knoka812\/Wan2.1-FastAPI.git<\/code><\/pre>\n\n\n\n
2\u3001\u5b89\u88c5\u4f9d\u8d56\u9879<\/p>\n\n\n\n
cd Wan2.1\npip install -r requirements.txt\npip install modelscope<\/code><\/pre>\n\n\n\n
3\u3001\u4e0b\u8f7d\u6a21\u578b<\/p>\n\n\n\n
\u6ce8\u610f\u8fd9\u91cc\u4f7f\u7528\u7684\u6a21\u578b\u662f\uff0c\u901a\u4e49\u4e07\u76f82.1-\u56fe\u751f\u89c6\u9891-14B-480P-Diffusers\u7248\u672c\uff08\u63a8\u8350\u5355\u5361A100 40G\uff09\u548c\u901a\u4e49\u4e07\u76f82.1-\u6587\u751f\u89c6\u9891-1.3B-Diffusers\u7248\u672c\uff08\u63a8\u8350\u5355\u5361A800 80G\uff09<\/p>\n\n\n\n
\"\"<\/div><\/figure>\n\n\n\n
modelscope download --model Wan-AI\/Wan2.1-T2V-1.3B-Diffusers --local_dir .\/Wan2.1-T2V-1.3B-Diffusers\n# modelscope download --model Wan-AI\/Wan2.1-I2V-14B-480P-Diffusers --local_dir .\/Wan2.1-I2V-14B-480P-Diffusers<\/code><\/pre>\n\n\n\n
4\u3001\u4fee\u6539\u4ee3\u7801<\/p>\n\n\n\n
\u4e3b\u8981\u4e24\u4e2a\u90e8\u5206\u9700\u8981\u4fee\u6539\uff0c\u5206\u522b\u662f\u5bc6\u94a5\u3001\u751f\u6210\u89c6\u9891\u5171\u4eab\u5730\u5740\uff0c\u6839\u636e\u81ea\u5df1\u9700\u6c42\u6307\u5b9a<\/p>\n\n\n\n
# \u521d\u59cb\u5316\u8ba4\u8bc1\u5bc6\u94a5\napp.state.valid_api_keys = {\n  \"\u4f60\u7684\u5bc6\u94a5\"\n}\n\n# \u521d\u59cb\u5316\u89c6\u9891\u751f\u6210\u6a21\u578b\nmodel_id = \".\/Wan2.1-T2V-1.3B-Diffusers\" \n\napp.state.base_url = \"ip\u5730\u5740+8088\"<\/code><\/pre>\n\n\n\n
5\u3001\u542f\u52a8\u811a\u672c<\/p>\n\n\n\n
python t2v-api.py\n# python i2v-api.py<\/code><\/pre>\n\n\n\n
\u9644\u5f55-FastAPI\u6587\u6863\u4ecb\u7ecd<\/h2>\n\n\n\n
\u6587\u672c\u751f\u6210\u89c6\u9891API\u4ecb\u7ecd<\/h3>\n\n\n\n
\u4e00\u3001\u529f\u80fd\u6982\u8ff0<\/h4>\n\n\n\n
\u672c\u670d\u52a1\u57fa\u4e8eWan2.1-T2V-1.3B\u6a21\u578b\u5b9e\u73b0\u6587\u672c\u5230\u89c6\u9891\u751f\u6210\uff0c\u5305\u542b\u4ee5\u4e0b\u6838\u5fc3\u529f\u80fd\uff1a<\/p>\n\n\n\n
    \n
  1. \u5f02\u6b65\u4efb\u52a1\u961f\u5217<\/strong>\uff1a\u652f\u6301\u591a\u4efb\u52a1\u6392\u961f\u548c\u5e76\u53d1\u63a7\u5236\uff08\u6700\u59272\u4e2a\u5e76\u884c\u4efb\u52a1\uff09<\/li>\n\n\n\n
  2. \u8d44\u6e90\u7ba1\u7406<\/strong>\uff1a\u663e\u5b58\u4f18\u5316\uff08\u4f7f\u7528bfloat16\u7cbe\u5ea6\uff09\u3001\u751f\u6210\u89c6\u9891\u81ea\u52a8\u6e05\u7406\uff08\u9ed8\u8ba41\u5c0f\u65f6\u540e\u5220\u9664\uff09<\/li>\n\n\n\n
  3. \u5b89\u5168\u8ba4\u8bc1<\/strong>\uff1a\u57fa\u4e8eAPI Key\u7684Bearer Token\u9a8c\u8bc1<\/li>\n\n\n\n
  4. \u4efb\u52a1\u63a7\u5236<\/strong>\uff1a\u652f\u6301\u4efb\u52a1\u63d0\u4ea4\/\u72b6\u6001\u67e5\u8be2\/\u53d6\u6d88\u64cd\u4f5c<\/li>\n<\/ol>\n\n\n\n
    \u6280\u672f\u6808\uff1aFastAPI\u6846\u67b6\u3001CUDA\u52a0\u901f\u3001\u5f02\u6b65\u4efb\u52a1\u5904\u7406\u3001Diffusers\u63a8\u7406\u5e93<\/p>\n\n\n\n
    \n\n\n\n
    \u4e8c\u3001\u63a5\u53e3\u8bf4\u660e<\/h4>\n\n\n\n
    1\u3001\u63d0\u4ea4\u751f\u6210\u4efb\u52a1<\/h5>\n\n\n\n
    POST \/video\/submit<\/strong><\/p>\n\n\n\n
    {\n  \"model\": \"Wan2.1-T2V-1.3B\",\n  \"prompt\": \"A beautiful sunset over the mountains\",\n  \"image_size\": \"480x832\",\n  \"num_frames\": 81,\n  \"guidance_scale\": 5.0,\n  \"infer_steps\": 50\n}<\/code><\/pre>\n\n\n\n
    \u54cd\u5e94\u793a\u4f8b<\/strong>\uff1a<\/p>\n\n\n\n
    {\n  \"requestId\": \"a1b2c3d4e5f6g7h8i9j0k1l2m3n4o5p6\"\n}<\/code><\/pre>\n\n\n\n
    2\u3001\u67e5\u8be2\u4efb\u52a1\u72b6\u6001<\/h5>\n\n\n\n
    POST \/video\/status<\/strong><\/p>\n\n\n\n
    {\n  \"requestId\": \"a1b2c3d4e5f6g7h8i9j0k1l2m3n4o5p6\"\n}<\/code><\/pre>\n\n\n\n
    \u54cd\u5e94\u793a\u4f8b<\/strong>\uff1a<\/p>\n\n\n\n
    {\n  \"status\": \"Succeed\",\n  \"results\": {\n    \"videos\": [{\"url\": \"http:\/\/localhost:8088\/videos\/abcd1234.mp4\"}],\n    \"timings\": {\"inference\": 120}\n  }\n}<\/code><\/pre>\n\n\n\n
    3\u3001\u53d6\u6d88\u4efb\u52a1<\/h5>\n\n\n\n
    POST \/video\/cancel<\/strong><\/p>\n\n\n\n
    {\n  \"requestId\": \"a1b2c3d4e5f6g7h8i9j0k1l2m3n4o5p6\"\n}<\/code><\/pre>\n\n\n\n
    \u54cd\u5e94\u793a\u4f8b<\/strong>\uff1a<\/p>\n\n\n\n
    {\n  \"status\": \"Succeed\"\n}<\/code><\/pre>\n\n\n\n
    \n\n\n\n
    \u4e09\u3001Postman\u4f7f\u7528\u6307\u5357<\/h4>\n\n\n\n
    1\u3001\u57fa\u7840\u914d\u7f6e<\/h5>\n\n\n\n
      \n
    • \u670d\u52a1\u5668\u5730\u5740\uff1ahttp:\/\/ip\u5730\u5740:8088<\/code><\/li>\n\n\n\n
    • \u8ba4\u8bc1\u65b9\u5f0f\uff1aBearer Token<\/li>\n\n\n\n
    • Token\u503c\uff1a\u9700\u66ff\u6362\u4e3a\u6709\u6548API Key<\/li>\n<\/ul>\n\n\n\n
      2. \u63d0\u4ea4\u4efb\u52a1<\/h5>\n\n\n\n
        \n
      1. \u9009\u62e9POST\u65b9\u6cd5\uff0c\u8f93\u5165URL\uff1a\/video\/submit<\/code><\/li>\n\n\n\n
      2. Headers\u6dfb\u52a0\uff1a<\/li>\n<\/ol>\n\n\n\n
           Authorization: Bearer YOUR_API_KEY\n   Content-Type: application\/json<\/code><\/pre>\n\n\n\n
          \n
        1. Body\u9009\u62e9raw\/JSON\u683c\u5f0f\uff0c\u8f93\u5165\u8bf7\u6c42\u53c2\u6570<\/li>\n<\/ol>\n\n\n\n
          3. \u67e5\u8be2\u72b6\u6001<\/h5>\n\n\n\n
            \n
          1. \u65b0\u5efa\u8bf7\u6c42\uff0cURL\u586b\u5199\/video\/status<\/code><\/li>\n\n\n\n
          2. \u4f7f\u7528\u76f8\u540c\u8ba4\u8bc1\u5934<\/li>\n\n\n\n
          3. Body\u4e2d\u643a\u5e26requestId<\/li>\n<\/ol>\n\n\n\n
            4. \u53d6\u6d88\u4efb\u52a1<\/h5>\n\n\n\n
              \n
            1. \u65b0\u5efaDELETE\u8bf7\u6c42\uff0cURL\u586b\u5199\/video\/cancel<\/code><\/li>\n\n\n\n
            2. Body\u643a\u5e26\u9700\u8981\u53d6\u6d88\u7684requestId<\/li>\n<\/ol>\n\n\n\n
              \u6ce8\u610f\u4e8b\u9879<\/h5>\n\n\n\n
                \n
              1. \u6240\u6709\u63a5\u53e3\u5fc5\u987b\u643a\u5e26\u6709\u6548API Key<\/li>\n\n\n\n
              2. \u89c6\u9891\u751f\u6210\u8017\u65f6\u7ea62-5\u5206\u949f\uff08\u6839\u636e\u53c2\u6570\u914d\u7f6e\uff09<\/li>\n\n\n\n
              3. \u751f\u6210\u89c6\u9891\u9ed8\u8ba4\u4fdd\u75591\u5c0f\u65f6<\/li>\n<\/ol>\n\n\n\n
                \n\n\n\n
                \u56db\u3001\u53c2\u6570\u89c4\u8303<\/h4>\n\n\n\n
                \u53c2\u6570\u540d<\/th>\u5141\u8bb8\u503c\u8303\u56f4<\/th>\u5fc5\u586b<\/th>\u8bf4\u660e<\/th><\/tr><\/thead>
                prompt<\/td>10-500\u5b57\u7b26<\/td>\u662f<\/td>\u89c6\u9891\u5185\u5bb9\u63cf\u8ff0<\/td><\/tr>
                image_size<\/td>“480×832” \u6216 “832×480”<\/td>\u662f<\/td>\u5206\u8fa8\u7387<\/td><\/tr>
                num_frames<\/td>24-120<\/td>\u662f<\/td>\u89c6\u9891\u603b\u5e27\u6570<\/td><\/tr>
                guidance_scale<\/td>1.0-20.0<\/td>\u662f<\/td>\u6587\u672c\u5f15\u5bfc\u5f3a\u5ea6<\/td><\/tr>
                infer_steps<\/td>20-100<\/td>\u662f<\/td>\u63a8\u7406\u6b65\u6570<\/td><\/tr>
                seed<\/td>0-2147483647<\/td>\u5426<\/td>\u968f\u673a\u79cd\u5b50<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n
                \n\n\n\n
                \u4e94\u3001\u72b6\u6001\u7801\u8bf4\u660e<\/h4>\n\n\n\n
                \u72b6\u6001\u7801<\/th>\u542b\u4e49<\/th><\/tr><\/thead>
                202<\/td>\u4efb\u52a1\u5df2\u63a5\u53d7<\/td><\/tr>
                401<\/td>\u8ba4\u8bc1\u5931\u8d25<\/td><\/tr>
                404<\/td>\u4efb\u52a1\u4e0d\u5b58\u5728<\/td><\/tr>
                422<\/td>\u53c2\u6570\u6821\u9a8c\u5931\u8d25<\/td><\/tr>
                500<\/td>\u670d\u52a1\u7aef\u9519\u8bef\uff08\u663e\u5b58\u4e0d\u8db3\u7b49\uff09<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n
                \u63d0\u793a<\/strong>\uff1a\u5efa\u8bae\u4f7f\u7528Swagger\u6587\u6863\u8fdb\u884c\u63a5\u53e3\u6d4b\u8bd5\uff0c\u8bbf\u95eehttp:\/\/\u670d\u52a1\u5668\u5730\u5740:8088\/docs<\/code>\u53ef\u67e5\u770b\u81ea\u52a8\u751f\u6210\u7684API\u6587\u6863\u754c\u9762<\/p>\n\n\n\n
                \u56fe\u50cf\u751f\u6210\u89c6\u9891API\u4ecb\u7ecd<\/h3>\n\n\n\n
                \u4e00\u3001\u529f\u80fd\u6982\u8ff0<\/h4>\n\n\n\n
                \u57fa\u4e8eWan2.1-I2V-14B-480P\u6a21\u578b\u5b9e\u73b0\u56fe\u50cf\u5230\u89c6\u9891\u751f\u6210\uff0c\u6838\u5fc3\u529f\u80fd\u5305\u62ec\uff1a<\/p>\n\n\n\n
                  \n
                1. \u5f02\u6b65\u4efb\u52a1\u961f\u5217<\/strong>\uff1a\u652f\u6301\u591a\u4efb\u52a1\u6392\u961f\u548c\u5e76\u53d1\u63a7\u5236\uff08\u6700\u59272\u4e2a\u5e76\u884c\u4efb\u52a1\uff09<\/li>\n\n\n\n
                2. \u667a\u80fd\u5206\u8fa8\u7387\u9002\u914d<\/strong>\uff1a\u652f\u6301\u81ea\u52a8\u8ba1\u7b97\u6700\u4f73\u5206\u8fa8\u7387\uff08\u4fdd\u6301\u539f\u56fe\u6bd4\u4f8b\uff09\u3001\u652f\u6301\u624b\u52a8\u6307\u5b9a\u5206\u8fa8\u7387\uff08480×832\/832×480\uff09<\/li>\n\n\n\n
                3. \u8d44\u6e90\u7ba1\u7406<\/strong>\uff1a\u663e\u5b58\u4f18\u5316\uff08bfloat16\u7cbe\u5ea6\uff09\u3001\u751f\u6210\u6587\u4ef6\u81ea\u52a8\u6e05\u7406\uff08\u9ed8\u8ba41\u5c0f\u65f6\uff09<\/li>\n\n\n\n
                4. \u5b89\u5168\u8ba4\u8bc1<\/strong>\uff1a\u57fa\u4e8eAPI Key\u7684Bearer Token\u9a8c\u8bc1<\/li>\n\n\n\n
                5. \u4efb\u52a1\u63a7\u5236<\/strong>\uff1a\u652f\u6301\u4efb\u52a1\u63d0\u4ea4\/\u72b6\u6001\u67e5\u8be2\/\u53d6\u6d88\u64cd\u4f5c<\/li>\n<\/ol>\n\n\n\n
                  \u6280\u672f\u6808\uff1aFastAPI\u6846\u67b6\u3001CUDA\u52a0\u901f\u3001\u5f02\u6b65\u4efb\u52a1\u5904\u7406\u3001Diffusers\u63a8\u7406\u5e93<\/p>\n\n\n\n
                  \n\n\n\n
                  \u4e8c\u3001\u63a5\u53e3\u8bf4\u660e<\/h4>\n\n\n\n
                  1. \u63d0\u4ea4\u751f\u6210\u4efb\u52a1<\/h5>\n\n\n\n
                  POST \/video\/submit<\/strong><\/p>\n\n\n\n
                  {\n  \"model\": \"Wan2.1-I2V-14B-480P\",\n  \"prompt\": \"A dancing cat in the style of Van Gogh\",\n  \"image_url\": \"https:\/\/example.com\/input.jpg\",\n  \"image_size\": \"auto\",\n  \"num_frames\": 81,\n  \"guidance_scale\": 3.0,\n  \"infer_steps\": 30\n}<\/code><\/pre>\n\n\n\n
                  \u54cd\u5e94\u793a\u4f8b<\/strong>\uff1a<\/p>\n\n\n\n
                  {\n  \"requestId\": \"a1b2c3d4e5f6g7h8i9j0k1l2m3n4o5p6\"\n}<\/code><\/pre>\n\n\n\n
                  2. \u67e5\u8be2\u4efb\u52a1\u72b6\u6001<\/h5>\n\n\n\n
                  POST \/video\/status<\/strong><\/p>\n\n\n\n
                  {\n  \"requestId\": \"a1b2c3d4e5f6g7h8i9j0k1l2m3n4o5p6\"\n}<\/code><\/pre>\n\n\n\n
                  \u54cd\u5e94\u793a\u4f8b<\/strong>\uff1a<\/p>\n\n\n\n
                  {\n  \"status\": \"Succeed\",\n  \"results\": {\n    \"videos\": [{\"url\": \"http:\/\/localhost:8088\/videos\/abcd1234.mp4\"}],\n    \"timings\": {\"inference\": 90},\n    \"seed\": 123456\n  }\n}<\/code><\/pre>\n\n\n\n
                  3. \u53d6\u6d88\u4efb\u52a1<\/h5>\n\n\n\n
                  POST \/video\/cancel<\/strong><\/p>\n\n\n\n
                  {\n  \"requestId\": \"a1b2c3d4e5f6g7h8i9j0k1l2m3n4o5p6\"\n}<\/code><\/pre>\n\n\n\n
                  \u54cd\u5e94\u793a\u4f8b<\/strong>\uff1a<\/p>\n\n\n\n
                  {\n  \"status\": \"Succeed\"\n}<\/code><\/pre>\n\n\n\n
                  \n\n\n\n
                  \u4e09\u3001Postman\u4f7f\u7528\u6307\u5357<\/h4>\n\n\n\n
                  1. \u57fa\u7840\u914d\u7f6e<\/h5>\n\n\n\n
                    \n
                  • \u670d\u52a1\u5668\u5730\u5740\uff1ahttp:\/\/ip\u5730\u5740:8088<\/code><\/li>\n\n\n\n
                  • \u8ba4\u8bc1\u65b9\u5f0f\uff1aBearer Token<\/li>\n\n\n\n
                  • Token\u503c\uff1a\u9700\u66ff\u6362\u4e3a\u6709\u6548API Key<\/li>\n<\/ul>\n\n\n\n
                    2. \u63d0\u4ea4\u4efb\u52a1<\/h5>\n\n\n\n
                      \n
                    1. \u9009\u62e9POST\u65b9\u6cd5\uff0cURL\u586b\u5199\/video\/submit<\/code><\/li>\n\n\n\n
                    2. Headers\u6dfb\u52a0\uff1a<\/li>\n<\/ol>\n\n\n\n
                         Authorization: Bearer YOUR_API_KEY\n   Content-Type: application\/json<\/code><\/pre>\n\n\n\n
                        \n
                      1. Body\u793a\u4f8b\uff08\u56fe\u50cf\u751f\u6210\u89c6\u9891\uff09\uff1a<\/li>\n<\/ol>\n\n\n\n
                           {\n     \"prompt\": \"Sunset scene with mountains\",\n     \"image_url\": \"https:\/\/example.com\/mountain.jpg\",\n     \"image_size\": \"auto\",\n     \"num_frames\": 50\n   }<\/code><\/pre>\n\n\n\n
                        3. \u7279\u6b8a\u5904\u7406<\/h5>\n\n\n\n
                          \n
                        • \u56fe\u50cf\u4e0b\u8f7d\u5931\u8d25<\/strong>\uff1a\u8fd4\u56de400\u9519\u8bef\uff0c\u5305\u542b\u5177\u4f53\u539f\u56e0\uff08\u5982URL\u65e0\u6548\/\u8d85\u65f6\uff09<\/li>\n\n\n\n
                        • \u663e\u5b58\u4e0d\u8db3<\/strong>\uff1a\u8fd4\u56de500\u9519\u8bef\u5e76\u63d0\u793a\u964d\u4f4e\u5206\u8fa8\u7387<\/li>\n<\/ul>\n\n\n\n
                          \n\n\n\n
                          \u56db\u3001\u53c2\u6570\u89c4\u8303<\/h4>\n\n\n\n
                          \u53c2\u6570\u540d<\/th>\u5141\u8bb8\u503c\u8303\u56f4<\/th>\u5fc5\u586b<\/th>\u8bf4\u660e<\/th><\/tr><\/thead>
                          image_url<\/td>\u6709\u6548HTTP\/HTTPS URL<\/td>\u662f<\/td>\u8f93\u5165\u56fe\u50cf\u5730\u5740<\/td><\/tr>
                          prompt<\/td>10-500\u5b57\u7b26<\/td>\u662f<\/td>\u89c6\u9891\u5185\u5bb9\u63cf\u8ff0<\/td><\/tr>
                          image_size<\/td>“480×832”, “832×480”, “auto”<\/td>\u662f<\/td>auto\u6a21\u5f0f\u81ea\u52a8\u9002\u914d\u539f\u56fe\u6bd4\u4f8b<\/td><\/tr>
                          num_frames<\/td>24-120<\/td>\u662f<\/td>\u89c6\u9891\u603b\u5e27\u6570<\/td><\/tr>
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                          infer_steps<\/td>20-100<\/td>\u662f<\/td>\u63a8\u7406\u6b65\u6570<\/td><\/tr>
                          seed<\/td>0-2147483647<\/td>\u5426<\/td>\u968f\u673a\u79cd\u5b50<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n
                          \n\n\n\n
                          \u4e94\u3001\u72b6\u6001\u7801\u8bf4\u660e<\/h4>\n\n\n\n
                          \u72b6\u6001\u7801<\/th>\u542b\u4e49<\/th><\/tr><\/thead>
                          202<\/td>\u4efb\u52a1\u5df2\u63a5\u53d7<\/td><\/tr>
                          400<\/td>\u56fe\u50cf\u4e0b\u8f7d\u5931\u8d25\/\u53c2\u6570\u9519\u8bef<\/td><\/tr>
                          401<\/td>\u8ba4\u8bc1\u5931\u8d25<\/td><\/tr>
                          404<\/td>\u4efb\u52a1\u4e0d\u5b58\u5728<\/td><\/tr>
                          422<\/td>\u53c2\u6570\u6821\u9a8c\u5931\u8d25<\/td><\/tr>
                          500<\/td>\u670d\u52a1\u7aef\u9519\u8bef\uff08\u663e\u5b58\u4e0d\u8db3\/\u6a21\u578b\u5f02\u5e38\u7b49\uff09<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n
                          \n\n\n\n
                          \u516d\u3001\u7279\u6b8a\u529f\u80fd\u8bf4\u660e<\/h4>\n\n\n\n
                            \n
                          1. \u667a\u80fd\u5206\u8fa8\u7387\u9002\u914d<\/strong>\uff1a\u5f53image_size=\"auto\"<\/code>\u65f6\uff0c\u81ea\u52a8\u8ba1\u7b97\u7b26\u5408\u6a21\u578b\u8981\u6c42\u7684\u6700\u4f18\u5206\u8fa8\u7387\uff0c\u4fdd\u6301\u539f\u59cb\u56fe\u50cf\u5bbd\u9ad8\u6bd4\uff0c\u6700\u5927\u50cf\u7d20\u9762\u79ef\u4e0d\u8d85\u8fc7399,360\uff08\u7ea6640×624\uff09<\/li>\n\n\n\n
                          2. \u56fe\u50cf\u9884\u5904\u7406<\/strong>\uff1a\u81ea\u52a8\u8f6c\u6362\u4e3aRGB\u6a21\u5f0f\uff0c\u6839\u636e\u76ee\u6807\u5206\u8fa8\u7387\u8fdb\u884c\u7b49\u6bd4\u7f29\u653e<\/li>\n<\/ol>\n\n\n\n
                            \u91cd\u8981\u63d0\u793a<\/strong>\uff1a\u8f93\u5165\u56fe\u50cfURL\u9700\u4fdd\u8bc1\u516c\u5f00\u53ef\u8bbf\u95ee\uff0c\u79c1\u6709\u8d44\u6e90\u9700\u63d0\u4f9b\u6709\u6548\u9274\u6743<\/p>\n\n\n\n
                            \u63d0\u793a<\/strong> \uff1a\u8bbf\u95eehttp:\/\/\u670d\u52a1\u5668\u5730\u5740:8088\/docs<\/code>\u53ef\u67e5\u770b\u4ea4\u4e92\u5f0fAPI\u6587\u6863\uff0c\u652f\u6301\u5728\u7ebf\u6d4b\u8bd5\u6240\u6709\u63a5\u53e3<\/p>\n","protected":false},"excerpt":{"rendered":"
                            \u524d\u8a00 \u5b9e\u73b0\u8d77\u6765\u5f88\u5feb\u5f88\u7b80\u5355\uff0c\u672c\u4eba\u5df2\u7ecf\u5c01\u88c5\u6210\u811a\u672c\u6587\u4ef6\uff0c\u53ef\u65f6\u95f4git\u672c\u4eba\u4ee3\u7801\u4f7f\u7528\uff0c\u5feb\u6377\u53c8\u65b9\u4fbf https:\/\/git […]<\/p>\n","protected":false},"author":1,"featured_media":200,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[1],"tags":[],"class_list":["post-190","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-model-serve"],"yoast_head":"\n\u4e00\u6587\u5feb\u901f\u5b66\u4f1a\u90e8\u7f72Wan2.1\u56fe\/\u6587\u751f\u6210\u89c6\u9891FastAPI\u670d\u52a1 - \u4eca\u5929\u5f00\u59cb\u5b66AI<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"http:\/\/knoka.vip\/index.php\/2025\/04\/09\/\u6559\u4f60\u90e8\u7f72wan2-1\u56fe-\u6587\u751f\u6210\u89c6\u9891fastapi\u670d\u52a1\/\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u4e00\u6587\u5feb\u901f\u5b66\u4f1a\u90e8\u7f72Wan2.1\u56fe\/\u6587\u751f\u6210\u89c6\u9891FastAPI\u670d\u52a1 - 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