{"id":129,"date":"2026-03-21T22:47:18","date_gmt":"2026-03-21T14:47:18","guid":{"rendered":"https:\/\/pa.yingzhi8.cn\/index.php\/2026\/03\/21\/gateway-local-models\/"},"modified":"2026-03-21T23:29:07","modified_gmt":"2026-03-21T15:29:07","slug":"gateway-local-models","status":"publish","type":"post","link":"https:\/\/pa.yingzhi8.cn\/index.php\/2026\/03\/21\/gateway-local-models\/","title":{"rendered":"\u672c\u5730\u6a21\u578b"},"content":{"rendered":"

\u672c\u5730\u6a21\u578b<\/h1>\n

\u672c\u5730\u90e8\u7f72\u662f\u53ef\u884c\u7684\uff0c\u4f46 OpenClaw \u9700\u8981\u5927\u4e0a\u4e0b\u6587\u548c\u5bf9\u63d0\u793a\u6ce8\u5165\u7684\u5f3a\u9632\u5fa1\u80fd\u529b\u3002\u5c0f\u663e\u5361\u4f1a\u622a\u65ad\u4e0a\u4e0b\u6587\u5e76\u524a\u5f31\u5b89\u5168\u6027\u3002\u76ee\u6807\u8981\u9ad8\uff1a\u81f3\u5c11 2 \u53f0\u6ee1\u914d Mac Studio \u6216\u540c\u7b49 GPU \u8bbe\u5907\uff08\u7ea6 3 \u4e07\u7f8e\u5143\u4ee5\u4e0a\uff09<\/strong>\u3002\u5355\u5f20 24 GB<\/strong> GPU \u4ec5\u9002\u7528\u4e8e\u8f83\u8f7b\u7684\u63d0\u793a\uff0c\u4e14\u5ef6\u8fdf\u66f4\u9ad8\u3002\u8bf7\u4f7f\u7528\u4f60\u80fd\u8fd0\u884c\u7684\u6700\u5927 \/ \u5b8c\u6574\u5c3a\u5bf8\u6a21\u578b\u53d8\u4f53<\/strong>\uff1b\u6fc0\u8fdb\u91cf\u5316\u6216\u201csmall\u201d\u68c0\u67e5\u70b9\u4f1a\u63d0\u9ad8\u63d0\u793a\u6ce8\u5165\u98ce\u9669\uff08\u89c1 \u5b89\u5168<\/a>\uff09\u3002<\/p>\n

\u5982\u679c\u4f60\u60f3\u8981\u6469\u64e6\u6700\u5c0f\u7684\u672c\u5730\u8bbe\u7f6e\uff0c\u8bf7\u4ece Ollama<\/a> \u548c openclaw onboard<\/code> \u5f00\u59cb\u3002\u672c\u9875\u662f\u9762\u5411\u66f4\u9ad8\u7aef\u672c\u5730\u6808\u548c\u81ea\u5b9a\u4e49\u517c\u5bb9 OpenAI \u7684\u672c\u5730\u670d\u52a1\u5668\u7684\u504f\u597d\u578b\u6307\u5357\u3002<\/p>\n

\u63a8\u8350\uff1aLM Studio + MiniMax M2.5\uff08Responses API\uff0c\u5b8c\u6574\u5c3a\u5bf8\uff09<\/h2>\n

\u5f53\u524d\u6700\u4f73\u7684\u672c\u5730\u6808\u3002\u5148\u5728 LM Studio \u4e2d\u52a0\u8f7d MiniMax M2.5\uff0c\u542f\u7528\u672c\u5730\u670d\u52a1\u5668\uff08\u9ed8\u8ba4 http:\/\/127.0.0.1:1234<\/code>\uff09\uff0c\u7136\u540e\u4f7f\u7528 Responses API \u5c06\u63a8\u7406\u4e0e\u6700\u7ec8\u6587\u672c\u5206\u79bb\u3002<\/p>\n

“`json5 theme={“theme”:{“light”:”min-light”,”dark”:”min-dark”}}
\n{
\n agents: {
\n defaults: {
\n model: { primary: “lmstudio\/minimax-m2.5-gs32” },
\n models: {
\n “anthropic\/claude-opus-4-6”: { alias: “Opus” },
\n “lmstudio\/minimax-m2.5-gs32”: { alias: “Minimax” },
\n },
\n },
\n },
\n models: {
\n mode: “merge”,
\n providers: {
\n lmstudio: {
\n baseUrl: “http:\/\/127.0.0.1:1234\/v1”,
\n apiKey: “lmstudio”,
\n api: “openai-responses”,
\n models: [
\n {
\n id: “minimax-m2.5-gs32”,
\n name: “MiniMax M2.5 GS32”,
\n reasoning: false,
\n input: [“text”],
\n cost: { input: 0, output: 0, cacheRead: 0, cacheWrite: 0 },
\n contextWindow: 196608,
\n maxTokens: 8192,
\n },
\n ],
\n },
\n },
\n },
\n}<\/p>\n

\n**\u8bbe\u7f6e\u6e05\u5355**\n\n* \u5b89\u88c5 LM Studio\uff1a[https:\/\/lmstudio.ai](https:\/\/lmstudio.ai)\n* \u5728 LM Studio \u4e2d\uff0c\u4e0b\u8f7d**\u53ef\u7528\u7684\u6700\u5927 MiniMax M2.5 \u6784\u5efa\u7248\u672c**\uff08\u907f\u514d \u201csmall\u201d \/ \u91cd\u5ea6\u91cf\u5316\u53d8\u4f53\uff09\uff0c\u542f\u52a8\u670d\u52a1\u5668\uff0c\u5e76\u786e\u8ba4 `http:\/\/127.0.0.1:1234\/v1\/models` \u4e2d\u5217\u51fa\u4e86\u5b83\u3002\n* \u4fdd\u6301\u6a21\u578b\u5904\u4e8e\u5df2\u52a0\u8f7d\u72b6\u6001\uff1b\u51b7\u52a0\u8f7d\u4f1a\u589e\u52a0\u542f\u52a8\u5ef6\u8fdf\u3002\n* \u5982\u679c\u4f60\u7684 LM Studio \u6784\u5efa\u4e0d\u540c\uff0c\u8bf7\u8c03\u6574 `contextWindow` \/ `maxTokens`\u3002\n* \u5bf9\u4e8e WhatsApp\uff0c\u8bf7\u575a\u6301\u4f7f\u7528 Responses API\uff0c\u8fd9\u6837\u53ea\u4f1a\u53d1\u9001\u6700\u7ec8\u6587\u672c\u3002\n\n\u5373\u4f7f\u5728\u672c\u5730\u8fd0\u884c\u65f6\uff0c\u4e5f\u8981\u4fdd\u7559\u6258\u7ba1\u6a21\u578b\u914d\u7f6e\uff1b\u4f7f\u7528 `models.mode: "merge"`\uff0c\u4ee5\u4fbf\u56de\u9000\u6a21\u578b\u59cb\u7ec8\u53ef\u7528\u3002\n\n### \u6df7\u5408\u914d\u7f6e\uff1a\u6258\u7ba1\u4e3b\u6a21\u578b\uff0c\u672c\u5730\u56de\u9000\n\n```json5  theme={"theme":{"light":"min-light","dark":"min-dark"}}\n{\n  agents: {\n    defaults: {\n      model: {\n        primary: "anthropic\/claude-sonnet-4-5",\n        fallbacks: ["lmstudio\/minimax-m2.5-gs32", "anthropic\/claude-opus-4-6"],\n      },\n      models: {\n        "anthropic\/claude-sonnet-4-5": { alias: "Sonnet" },\n        "lmstudio\/minimax-m2.5-gs32": { alias: "MiniMax Local" },\n        "anthropic\/claude-opus-4-6": { alias: "Opus" },\n      },\n    },\n  },\n  models: {\n    mode: "merge",\n    providers: {\n      lmstudio: {\n        baseUrl: "http:\/\/127.0.0.1:1234\/v1",\n        apiKey: "lmstudio",\n        api: "openai-responses",\n        models: [\n          {\n            id: "minimax-m2.5-gs32",\n            name: "MiniMax M2.5 GS32",\n            reasoning: false,\n            input: ["text"],\n            cost: { input: 0, output: 0, cacheRead: 0, cacheWrite: 0 },\n            contextWindow: 196608,\n            maxTokens: 8192,\n          },\n        ],\n      },\n    },\n  },\n}\n<\/code><\/pre>\n
\u672c\u5730\u4f18\u5148\uff0c\u5e76\u4fdd\u7559\u6258\u7ba1\u5b89\u5168\u7f51<\/h3>\n
\u4ea4\u6362\u4e3b\u6a21\u578b\u4e0e\u56de\u9000\u6a21\u578b\u7684\u987a\u5e8f\uff1b\u4fdd\u7559\u76f8\u540c\u7684 providers \u5757\u548c models.mode: \"merge\"<\/code>\uff0c\u8fd9\u6837\u5f53\u672c\u5730\u4e3b\u673a\u4e0d\u53ef\u7528\u65f6\uff0c\u4f60\u4ecd\u7136\u53ef\u4ee5\u56de\u9000\u5230 Sonnet \u6216 Opus\u3002<\/p>\n
\u533a\u57df\u6258\u7ba1 \/ \u6570\u636e\u8def\u7531<\/h3>\n
    \n
  • OpenRouter \u4e0a\u4e5f\u63d0\u4f9b\u6258\u7ba1\u7248 MiniMax \/ Kimi \/ GLM \u53d8\u4f53\uff0c\u5e76\u5e26\u6709\u533a\u57df\u56fa\u5b9a\u7aef\u70b9\uff08\u4f8b\u5982\u6258\u7ba1\u5728\u7f8e\u56fd\uff09\u3002\u53ef\u4ee5\u5728\u90a3\u91cc\u9009\u62e9\u533a\u57df\u53d8\u4f53\uff0c\u5c06\u6d41\u91cf\u4fdd\u7559\u5728\u4f60\u9009\u5b9a\u7684\u53f8\u6cd5\u8f96\u533a\u5185\uff0c\u540c\u65f6\u7ee7\u7eed\u4f7f\u7528 models.mode: \"merge\"<\/code> \u4f5c\u4e3a Anthropic \/ OpenAI \u56de\u9000\u3002<\/li>\n
  • \u7eaf\u672c\u5730\u4ecd\u7136\u662f\u6700\u5f3a\u7684\u9690\u79c1\u65b9\u6848\uff1b\u5f53\u4f60\u9700\u8981\u63d0\u4f9b\u5546\u529f\u80fd\u4f46\u53c8\u60f3\u63a7\u5236\u6570\u636e\u6d41\u5411\u65f6\uff0c\u6258\u7ba1\u533a\u57df\u8def\u7531\u662f\u6298\u4e2d\u65b9\u6848\u3002<\/li>\n<\/ul>\n
    \u5176\u4ed6\u517c\u5bb9 OpenAI \u7684\u672c\u5730\u4ee3\u7406<\/h2>\n
    \u53ea\u8981\u66b4\u9732\u517c\u5bb9 OpenAI \u98ce\u683c\u7684 \/v1<\/code> \u7aef\u70b9\uff0cvLLM\u3001LiteLLM\u3001OAI-proxy \u6216\u81ea\u5b9a\u4e49\u7f51\u5173\u90fd\u53ef\u4ee5\u5de5\u4f5c\u3002\u5c06\u4e0a\u9762\u7684 provider \u5757\u66ff\u6362\u4e3a\u4f60\u7684\u7aef\u70b9\u548c\u6a21\u578b ID\uff1a<\/p>\n
    json5  theme={\"theme\":{\"light\":\"min-light\",\"dark\":\"min-dark\"}}
    \n{
    \n  models: {
    \n    mode: \"merge\",
    \n    providers: {
    \n      local: {
    \n        baseUrl: \"http:\/\/127.0.0.1:8000\/v1\",
    \n        apiKey: \"sk-local\",
    \n        api: \"openai-responses\",
    \n        models: [
    \n          {
    \n            id: \"my-local-model\",
    \n            name: \"Local Model\",
    \n            reasoning: false,
    \n            input: [\"text\"],
    \n            cost: { input: 0, output: 0, cacheRead: 0, cacheWrite: 0 },
    \n            contextWindow: 120000,
    \n            maxTokens: 8192,
    \n          },
    \n        ],
    \n      },
    \n    },
    \n  },
    \n}<\/code><\/p>\n
    \u4fdd\u7559 models.mode: \"merge\"<\/code>\uff0c\u8fd9\u6837\u6258\u7ba1\u6a21\u578b\u4ecd\u53ef\u4f5c\u4e3a\u56de\u9000\u4f7f\u7528\u3002<\/p>\n
    \u6545\u969c\u6392\u9664<\/h2>\n
      \n
    • Gateway \u7f51\u5173 \u7f51\u5173\u80fd\u8fde\u63a5\u5230\u4ee3\u7406\u5417\uff1fcurl http:\/\/127.0.0.1:1234\/v1\/models<\/code><\/li>\n
    • LM Studio \u6a21\u578b\u5df2\u5378\u8f7d\uff1f\u91cd\u65b0\u52a0\u8f7d\uff1b\u51b7\u542f\u52a8\u662f\u5e38\u89c1\u7684\u201c\u5361\u4f4f\u201d\u539f\u56e0\u3002<\/li>\n
    • \u4e0a\u4e0b\u6587\u9519\u8bef\uff1f\u964d\u4f4e contextWindow<\/code> \u6216\u63d0\u9ad8\u4f60\u7684\u670d\u52a1\u5668\u9650\u5236\u3002<\/li>\n
    • \u5b89\u5168\u6027\uff1a\u672c\u5730\u6a21\u578b\u4f1a\u8df3\u8fc7\u63d0\u4f9b\u5546\u4fa7\u8fc7\u6ee4\uff1b\u8bf7\u4fdd\u6301\u667a\u80fd\u4f53\u804c\u8d23\u8303\u56f4\u72ed\u7a84\uff0c\u5e76\u5f00\u542f\u538b\u7f29\uff0c\u4ee5\u9650\u5236\u63d0\u793a\u6ce8\u5165\u7684\u5f71\u54cd\u8303\u56f4\u3002<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"
      \u672c\u5730\u6a21\u578b \u672c\u5730\u90e8\u7f72\u662f\u53ef\u884c\u7684\uff0c\u4f46 OpenClaw \u9700\u8981\u5927\u4e0a\u4e0b\u6587\u548c\u5bf9\u63d0\u793a\u6ce8\u5165\u7684\u5f3a\u9632\u5fa1\u80fd\u529b\u3002\u5c0f\u663e\u5361\u4f1a\u622a\u65ad\u4e0a\u4e0b\u6587\u5e76\u524a […]<\/p>\n","protected":false},"author":0,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2],"tags":[],"class_list":["post-129","post","type-post","status-publish","format-standard","hentry","category-docs"],"_links":{"self":[{"href":"https:\/\/pa.yingzhi8.cn\/index.php\/wp-json\/wp\/v2\/posts\/129","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/pa.yingzhi8.cn\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/pa.yingzhi8.cn\/index.php\/wp-json\/wp\/v2\/types\/post"}],"replies":[{"embeddable":true,"href":"https:\/\/pa.yingzhi8.cn\/index.php\/wp-json\/wp\/v2\/comments?post=129"}],"version-history":[{"count":2,"href":"https:\/\/pa.yingzhi8.cn\/index.php\/wp-json\/wp\/v2\/posts\/129\/revisions"}],"predecessor-version":[{"id":842,"href":"https:\/\/pa.yingzhi8.cn\/index.php\/wp-json\/wp\/v2\/posts\/129\/revisions\/842"}],"wp:attachment":[{"href":"https:\/\/pa.yingzhi8.cn\/index.php\/wp-json\/wp\/v2\/media?parent=129"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/pa.yingzhi8.cn\/index.php\/wp-json\/wp\/v2\/categories?post=129"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/pa.yingzhi8.cn\/index.php\/wp-json\/wp\/v2\/tags?post=129"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}