{"id":77696,"date":"2026-02-25T07:58:11","date_gmt":"2026-02-24T23:58:11","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/77696.html"},"modified":"2026-02-25T07:58:11","modified_gmt":"2026-02-24T23:58:11","slug":"lmdeploy-v0-12-1-%e6%9c%80%e6%96%b0%e7%89%88%e6%9c%ac%e5%8f%91%e5%b8%83%ef%bc%81%e5%85%a8%e9%9d%a2%e6%94%af%e6%8c%81glm-4-7-flash%ef%bc%8c%e4%bc%98%e5%8c%96qwen3%e7%b3%bb%e5%88%97%e6%a8%a1%e5%9e%8b","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/77696.html","title":{"rendered":"lmdeploy v0.12.1 \u6700\u65b0\u7248\u672c\u53d1\u5e03\uff01\u5168\u9762\u652f\u6301glm-4.7-flash\uff0c\u4f18\u5316Qwen3\u7cfb\u5217\u6a21\u578b\u4e0eTransformers v5\u517c\u5bb9\u6027\uff0c\u7a33\u5b9a\u6027\u4e0e\u6027\u80fd\u53cc\u63d0\u5347\uff01"},"content":{"rendered":"<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/02\/20260224235809-699e3b1128063.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/02\/20260224235809-699e3b116f432.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/02\/20260224235809-699e3b11d17ac.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<p>\u8fd1\u65e5&#xff0c;lmdeploy v0.12.1\u7248\u672c\u6b63\u5f0f\u53d1\u5e03&#xff01;\u8fd9\u4e00\u7248\u672c\u4e0d\u4ec5\u5728\u529f\u80fd\u4e0a\u5b9e\u73b0\u4e86\u91cd\u8981\u7a81\u7834&#xff0c;\u8fd8\u5728\u6027\u80fd\u4f18\u5316\u4e0eBug\u4fee\u590d\u65b9\u9762\u5e26\u6765\u4e86\u5168\u9762\u5347\u7ea7&#xff0c;\u6807\u5fd7\u7740lmdeploy\u6846\u67b6\u5728\u5927\u6a21\u578b\u90e8\u7f72\u4e0e\u63a8\u7406\u9886\u57df\u8fc8\u51fa\u4e86\u575a\u5b9e\u4e00\u6b65\u3002\u4ee5\u4e0b\u4e3a\u672c\u6b21\u66f4\u65b0\u7684\u8be6\u7ec6\u5185\u5bb9\u3002<\/p>\n<hr \/>\n<h4>&#x1f680; \u65b0\u529f\u80fd&#xff08;Features&#xff09;<\/h4>\n<p>\u5728v0.12.1\u4e2d&#xff0c;\u65b0\u589e\u4e86\u51e0\u4e2a\u5173\u952e\u529f\u80fd&#xff1a;<\/p>\n<ul>\n<li>\u652f\u6301glm-4.7-flash&#xff1a;\u65b0\u589e\u5bf9glm-4.7-flash\u6a21\u578b\u7684\u5168\u9762\u652f\u6301&#xff0c;\u4e3a\u7528\u6237\u63d0\u4f9b\u66f4\u9ad8\u6548\u7684\u63a8\u7406\u4f53\u9a8c\u3002<\/li>\n<li>Ascend\u5e73\u53f0\u652f\u6301EP&#xff1a;\u6b63\u5f0f\u652f\u6301Ascend\u5e73\u53f0\u7684EP\u8fd0\u884c\u6a21\u5f0f&#xff0c;\u63d0\u5347\u5728\u534e\u4e3a\u6607\u817e\u786c\u4ef6\u4e0a\u7684\u517c\u5bb9\u548c\u6027\u80fd\u8868\u73b0\u3002<\/li>\n<\/ul>\n<hr \/>\n<h4>&#x1f4a5; \u6539\u8fdb&#xff08;Improvements&#xff09;<\/h4>\n<p>\u6027\u80fd\u4e0e\u517c\u5bb9\u6027\u65b9\u9762\u8fdb\u884c\u4e86\u591a\u9879\u4f18\u5316&#xff1a;<\/p>\n<ul>\n<li>\u4fee\u590dTransformers v5\u7684rotary embedding\u517c\u5bb9\u95ee\u9898&#xff1a;\u6709\u6548\u89e3\u51b3\u4e86\u5728\u65b0\u7248transformers\u4e2d\u65cb\u8f6c\u5d4c\u5165\u5f02\u5e38\u7684\u95ee\u9898&#xff0c;\u63d0\u5347\u6a21\u578b\u7a33\u5b9a\u6027\u3002<\/li>\n<li>\u6539\u8fdb\u6307\u6807\u65e5\u5fd7&#xff08;metrics log&#xff09;\u8f93\u51fa&#xff1a;\u4f18\u5316\u6307\u6807\u8bb0\u5f55\u4e0e\u6027\u80fd\u76d1\u63a7\u673a\u5236&#xff0c;\u4f7f\u8c03\u8bd5\u4e0e\u6027\u80fd\u8bc4\u4f30\u66f4\u76f4\u89c2\u3002<\/li>\n<li>\u652f\u6301Qwen3\u6a21\u578b\u91cf\u5316\u914d\u7f6e\u4e2d\u5ffd\u7565\u7279\u5b9a\u5c42&#xff1a;\u8fdb\u4e00\u6b65\u589e\u5f3aQwen3\u6a21\u578b\u7684\u91cf\u5316\u7075\u6d3b\u6027&#xff0c;\u65b9\u4fbf\u5f00\u53d1\u8005\u81ea\u5b9a\u4e49\u91cf\u5316\u7b56\u7565\u3002<\/li>\n<li>\u65b0\u589e\u81ea\u5b9a\u4e49noaux kernel&#xff1a;\u63d0\u5347\u7cfb\u7edf\u53ef\u6269\u5c55\u6027\u548c\u5185\u6838\u5904\u7406\u80fd\u529b\u3002<\/li>\n<li>\u4fee\u590dQwen3-VL\u4e0eTransformers v5\u517c\u5bb9\u95ee\u9898&#xff1a;\u4fdd\u8bc1\u89c6\u89c9\u8bed\u8a00\u6a21\u578b\u5728\u6700\u65b0Transformers\u73af\u5883\u4e0b\u7684\u517c\u5bb9\u4e0e\u7a33\u5b9a\u8fd0\u884c\u3002<\/li>\n<\/ul>\n<hr \/>\n<h4>&#x1f41e; Bug\u4fee\u590d&#xff08;Bug fixes&#xff09;<\/h4>\n<p>\u672c\u6b21\u7248\u672c\u4fee\u590d\u4e86\u591a\u4e2a\u5173\u952e\u95ee\u9898&#xff0c;\u6709\u6548\u63d0\u5347\u7cfb\u7edf\u7684\u7a33\u5b9a\u6027\u4e0e\u53ef\u9760\u6027&#xff1a;<\/p>\n<ul>\n<li>\u4fee\u590d\u5de5\u5177\u8c03\u7528\u89e3\u6790\u5668\u7684\u6d41\u5f0f\u6e38\u6807\u95ee\u9898\u3002<\/li>\n<li>\u89e3\u51b3TP\u6a21\u5f0f\u4e0b\u5f15\u5bfc\u89e3\u7801\u7684\u5e76\u53d1\u7ade\u4e89\u95ee\u9898\u3002<\/li>\n<li>\u4fee\u590dFA3\u68c0\u67e5\u903b\u8f91\u3002<\/li>\n<li>\u4fee\u590d\u65f6\u95f4\u5e8f\u5217\u9884\u5904\u7406\u4e2d\u51fa\u73b0\u7684\u5f02\u5e38\u3002<\/li>\n<li>\u4fee\u590dAttention\u7b97\u5b50\u4e2d\u8d1fKV\u5e8f\u5217\u957f\u5ea6\u9519\u8bef\u3002<\/li>\n<li>\u4fee\u590dQwen3-VL-MOE\u6a21\u578b\u5728\u957f\u4e0a\u4e0b\u6587\u573a\u666f\u4e0b\u7684\u4e0d\u7a33\u5b9a\u95ee\u9898\u3002<\/li>\n<li>\u4f18\u5316smooth quant\u903b\u8f91&#xff0c;\u5c06\u91cf\u5316\u540e\u7684norm\u79fb\u81f3CPU&#xff0c;\u907f\u514d\u65e7q_linear\u5f15\u7528\u95ee\u9898\u3002<\/li>\n<li>\u66f4\u65b0noaux-kernel\u68c0\u67e5\u673a\u5236&#xff0c;\u63d0\u5347\u5185\u6838\u7a33\u5b9a\u6027\u3002<\/li>\n<\/ul>\n<hr \/>\n<h4>&#x1f310; \u5176\u4ed6\u66f4\u65b0&#xff08;Other&#xff09;<\/h4>\n<p>\u5728\u7cfb\u7edf\u73af\u5883\u4e0e\u6587\u6863\u65b9\u9762\u4e5f\u8fdb\u884c\u4e86\u66f4\u65b0&#xff1a;<\/p>\n<ul>\n<li>\u8f93\u5165CUDA\u7248\u672c\u8c03\u6574\u4e3a12.6.2&#xff0c;\u9002\u914d\u6700\u65b0CUDA\u73af\u5883&#xff0c;\u63d0\u9ad8\u517c\u5bb9\u6027\u3002<\/li>\n<li>\u5728llm_compressor.md\u4e2d\u65b0\u589eQwen3-8B\u7cbe\u5ea6\u8bc4\u4f30&#xff0c;\u4e3a\u5f00\u53d1\u8005\u63d0\u4f9b\u66f4\u5168\u9762\u7684\u53c2\u8003\u6307\u6807\u3002<\/li>\n<li>\u91cd\u6784CI\u6d4b\u8bd5\u7528\u4f8b&#xff0c;\u63d0\u5347\u6301\u7eed\u96c6\u6210\u7684\u7a33\u5b9a\u6027\u4e0e\u6548\u7387\u3002<\/li>\n<li>\u8bbe\u7f6einterns1_1\u4e3ainterns1_pro\u522b\u540d&#xff0c;\u7b80\u5316\u6a21\u578b\u8c03\u7528\u914d\u7f6e\u3002<\/li>\n<li>Docker\u6784\u5efa\u4f18\u5316&#xff1a;\u5728\u4f7f\u7528CU13\u73af\u5883\u65f6\u81ea\u52a8\u8df3\u8fc7FA2\u7ec4\u4ef6&#xff0c;\u63d0\u9ad8\u6784\u5efa\u7075\u6d3b\u6027\u3002<\/li>\n<li>\u6700\u540e&#xff0c;\u7248\u672c\u53f7\u6b63\u5f0f\u5347\u7ea7\u81f3v0.12.1\u3002<\/li>\n<\/ul>\n<hr \/>\n<h4>&#x1f4e6; \u66f4\u65b0\u6982\u89c8<\/h4>\n<ul>\n<li>\u5171\u8ba112\u4f4d\u8d21\u732e\u8005\u53c2\u4e0e\u672c\u6b21\u7248\u672c\u8fed\u4ee3<\/li>\n<li>\u63d0\u4ea4\u6b21\u6570&#xff1a;21\u6b21<\/li>\n<li>\u6587\u4ef6\u6539\u52a8&#xff1a;150\u5904<\/li>\n<\/ul>\n<hr \/>\n<h4>&#x1f527; \u603b\u7ed3<\/h4>\n<p>\u4ee3\u7801\u5730\u5740&#xff1a;github.com\/InternLM\/lmdeploy<\/p>\n<p>lmdeploy v0.12.1\u7248\u672c\u4e13\u6ce8\u4e8e\u591a\u5e73\u53f0\u9002\u914d\u3001\u6a21\u578b\u517c\u5bb9\u6027\u63d0\u5347\u4e0e\u9ad8\u7a33\u5b9a\u6027\u4f18\u5316\u3002\u6b64\u6b21\u66f4\u65b0\u4e0d\u4ec5\u6269\u5c55\u4e86\u5bf9\u65b0\u6a21\u578b&#xff08;\u5982glm-4.7-flash\u3001Qwen3-VL&#xff09;\u7684\u652f\u6301&#xff0c;\u8fd8\u5728\u6027\u80fd\u65e5\u5fd7\u3001\u91cf\u5316\u7b56\u7565\u3001\u5185\u6838\u6267\u884c\u65b9\u9762\u5b9e\u73b0\u4e86\u66f4\u9ad8\u5c42\u6b21\u7684\u4f18\u5316\u3002\u5bf9\u4e8e\u5f00\u53d1\u8005\u800c\u8a00&#xff0c;\u8fd9\u4e00\u7248\u672c\u65e0\u7591\u662f\u5f53\u524d\u6700\u503c\u5f97\u5347\u7ea7\u7684\u7248\u672c\u4e4b\u4e00\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u8fd1\u65e5&#xff0c;lmdeploy v0.12.1\u7248\u672c\u6b63\u5f0f\u53d1\u5e03&#xff01;\u8fd9\u4e00\u7248\u672c\u4e0d\u4ec5\u5728\u529f\u80fd\u4e0a\u5b9e\u73b0\u4e86\u91cd\u8981\u7a81\u7834&#xff0c;\u8fd8\u5728\u6027\u80fd\u4f18\u5316\u4e0eBug\u4fee\u590d\u65b9\u9762\u5e26\u6765\u4e86\u5168\u9762\u5347\u7ea7&#xff0c;\u6807\u5fd7\u7740lmdeploy\u6846\u67b6\u5728\u5927\u6a21\u578b\u90e8\u7f72\u4e0e\u63a8\u7406\u9886\u57df\u8fc8\u51fa\u4e86\u575a\u5b9e\u4e00\u6b65\u3002\u4ee5\u4e0b\u4e3a\u672c\u6b21\u66f4\u65b0\u7684\u8be6\u7ec6\u5185\u5bb9\u3002&#x1f680; \u65b0\u529f\u80fd&#xff08;Features&#xff09;<br \/>\n\u5728v0.12.1\u4e2d&#xff0c;\u65b0\u589e\u4e86\u51e0\u4e2a\u5173\u952e\u529f\u80fd&#xff1a;<br \/>\n\u652f\u6301glm-4.7-flash&#xff1a;\u65b0\u589e\u5bf9gl<\/p>\n","protected":false},"author":2,"featured_media":77693,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[8535],"topic":[],"class_list":["post-77696","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-server","tag-lmdeploy"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.3 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>lmdeploy v0.12.1 \u6700\u65b0\u7248\u672c\u53d1\u5e03\uff01\u5168\u9762\u652f\u6301glm-4.7-flash\uff0c\u4f18\u5316Qwen3\u7cfb\u5217\u6a21\u578b\u4e0eTransformers v5\u517c\u5bb9\u6027\uff0c\u7a33\u5b9a\u6027\u4e0e\u6027\u80fd\u53cc\u63d0\u5347\uff01 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.wsisp.com\/helps\/77696.html\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"lmdeploy v0.12.1 \u6700\u65b0\u7248\u672c\u53d1\u5e03\uff01\u5168\u9762\u652f\u6301glm-4.7-flash\uff0c\u4f18\u5316Qwen3\u7cfb\u5217\u6a21\u578b\u4e0eTransformers v5\u517c\u5bb9\u6027\uff0c\u7a33\u5b9a\u6027\u4e0e\u6027\u80fd\u53cc\u63d0\u5347\uff01 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\" \/>\n<meta property=\"og:description\" content=\"\u8fd1\u65e5&#xff0c;lmdeploy v0.12.1\u7248\u672c\u6b63\u5f0f\u53d1\u5e03&#xff01;\u8fd9\u4e00\u7248\u672c\u4e0d\u4ec5\u5728\u529f\u80fd\u4e0a\u5b9e\u73b0\u4e86\u91cd\u8981\u7a81\u7834&#xff0c;\u8fd8\u5728\u6027\u80fd\u4f18\u5316\u4e0eBug\u4fee\u590d\u65b9\u9762\u5e26\u6765\u4e86\u5168\u9762\u5347\u7ea7&#xff0c;\u6807\u5fd7\u7740lmdeploy\u6846\u67b6\u5728\u5927\u6a21\u578b\u90e8\u7f72\u4e0e\u63a8\u7406\u9886\u57df\u8fc8\u51fa\u4e86\u575a\u5b9e\u4e00\u6b65\u3002\u4ee5\u4e0b\u4e3a\u672c\u6b21\u66f4\u65b0\u7684\u8be6\u7ec6\u5185\u5bb9\u3002&#x1f680; \u65b0\u529f\u80fd&#xff08;Features&#xff09; \u5728v0.12.1\u4e2d&#xff0c;\u65b0\u589e\u4e86\u51e0\u4e2a\u5173\u952e\u529f\u80fd&#xff1a; \u652f\u6301glm-4.7-flash&#xff1a;\u65b0\u589e\u5bf9gl\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.wsisp.com\/helps\/77696.html\" \/>\n<meta property=\"og:site_name\" content=\"\u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\" \/>\n<meta property=\"article:published_time\" content=\"2026-02-24T23:58:11+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/02\/20260224235809-699e3b1128063.png\" \/>\n<meta name=\"author\" content=\"admin\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u4f5c\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"admin\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4\" \/>\n\t<meta name=\"twitter:data2\" content=\"1 \u5206\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/77696.html\",\"url\":\"https:\/\/www.wsisp.com\/helps\/77696.html\",\"name\":\"lmdeploy v0.12.1 \u6700\u65b0\u7248\u672c\u53d1\u5e03\uff01\u5168\u9762\u652f\u6301glm-4.7-flash\uff0c\u4f18\u5316Qwen3\u7cfb\u5217\u6a21\u578b\u4e0eTransformers v5\u517c\u5bb9\u6027\uff0c\u7a33\u5b9a\u6027\u4e0e\u6027\u80fd\u53cc\u63d0\u5347\uff01 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\",\"isPartOf\":{\"@id\":\"https:\/\/www.wsisp.com\/helps\/#website\"},\"datePublished\":\"2026-02-24T23:58:11+00:00\",\"dateModified\":\"2026-02-24T23:58:11+00:00\",\"author\":{\"@id\":\"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/358e386c577a3ab51c4493330a20ad41\"},\"breadcrumb\":{\"@id\":\"https:\/\/www.wsisp.com\/helps\/77696.html#breadcrumb\"},\"inLanguage\":\"zh-Hans\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.wsisp.com\/helps\/77696.html\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/77696.html#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"\u9996\u9875\",\"item\":\"https:\/\/www.wsisp.com\/helps\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"lmdeploy v0.12.1 \u6700\u65b0\u7248\u672c\u53d1\u5e03\uff01\u5168\u9762\u652f\u6301glm-4.7-flash\uff0c\u4f18\u5316Qwen3\u7cfb\u5217\u6a21\u578b\u4e0eTransformers v5\u517c\u5bb9\u6027\uff0c\u7a33\u5b9a\u6027\u4e0e\u6027\u80fd\u53cc\u63d0\u5347\uff01\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/#website\",\"url\":\"https:\/\/www.wsisp.com\/helps\/\",\"name\":\"\u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\",\"description\":\"\u9999\u6e2f\u670d\u52a1\u5668_\u9999\u6e2f\u4e91\u670d\u52a1\u5668\u8d44\u8baf_\u670d\u52a1\u5668\u5e2e\u52a9\u6587\u6863_\u670d\u52a1\u5668\u6559\u7a0b\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/www.wsisp.com\/helps\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"zh-Hans\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/358e386c577a3ab51c4493330a20ad41\",\"name\":\"admin\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-Hans\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/gravatar.wp-china-yes.net\/avatar\/?s=96&d=mystery\",\"contentUrl\":\"https:\/\/gravatar.wp-china-yes.net\/avatar\/?s=96&d=mystery\",\"caption\":\"admin\"},\"sameAs\":[\"http:\/\/wp.wsisp.com\"],\"url\":\"https:\/\/www.wsisp.com\/helps\/author\/admin\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"lmdeploy v0.12.1 \u6700\u65b0\u7248\u672c\u53d1\u5e03\uff01\u5168\u9762\u652f\u6301glm-4.7-flash\uff0c\u4f18\u5316Qwen3\u7cfb\u5217\u6a21\u578b\u4e0eTransformers v5\u517c\u5bb9\u6027\uff0c\u7a33\u5b9a\u6027\u4e0e\u6027\u80fd\u53cc\u63d0\u5347\uff01 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.wsisp.com\/helps\/77696.html","og_locale":"zh_CN","og_type":"article","og_title":"lmdeploy v0.12.1 \u6700\u65b0\u7248\u672c\u53d1\u5e03\uff01\u5168\u9762\u652f\u6301glm-4.7-flash\uff0c\u4f18\u5316Qwen3\u7cfb\u5217\u6a21\u578b\u4e0eTransformers v5\u517c\u5bb9\u6027\uff0c\u7a33\u5b9a\u6027\u4e0e\u6027\u80fd\u53cc\u63d0\u5347\uff01 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","og_description":"\u8fd1\u65e5&#xff0c;lmdeploy v0.12.1\u7248\u672c\u6b63\u5f0f\u53d1\u5e03&#xff01;\u8fd9\u4e00\u7248\u672c\u4e0d\u4ec5\u5728\u529f\u80fd\u4e0a\u5b9e\u73b0\u4e86\u91cd\u8981\u7a81\u7834&#xff0c;\u8fd8\u5728\u6027\u80fd\u4f18\u5316\u4e0eBug\u4fee\u590d\u65b9\u9762\u5e26\u6765\u4e86\u5168\u9762\u5347\u7ea7&#xff0c;\u6807\u5fd7\u7740lmdeploy\u6846\u67b6\u5728\u5927\u6a21\u578b\u90e8\u7f72\u4e0e\u63a8\u7406\u9886\u57df\u8fc8\u51fa\u4e86\u575a\u5b9e\u4e00\u6b65\u3002\u4ee5\u4e0b\u4e3a\u672c\u6b21\u66f4\u65b0\u7684\u8be6\u7ec6\u5185\u5bb9\u3002&#x1f680; \u65b0\u529f\u80fd&#xff08;Features&#xff09; \u5728v0.12.1\u4e2d&#xff0c;\u65b0\u589e\u4e86\u51e0\u4e2a\u5173\u952e\u529f\u80fd&#xff1a; \u652f\u6301glm-4.7-flash&#xff1a;\u65b0\u589e\u5bf9gl","og_url":"https:\/\/www.wsisp.com\/helps\/77696.html","og_site_name":"\u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","article_published_time":"2026-02-24T23:58:11+00:00","og_image":[{"url":"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/02\/20260224235809-699e3b1128063.png"}],"author":"admin","twitter_card":"summary_large_image","twitter_misc":{"\u4f5c\u8005":"admin","\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4":"1 \u5206"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/www.wsisp.com\/helps\/77696.html","url":"https:\/\/www.wsisp.com\/helps\/77696.html","name":"lmdeploy v0.12.1 \u6700\u65b0\u7248\u672c\u53d1\u5e03\uff01\u5168\u9762\u652f\u6301glm-4.7-flash\uff0c\u4f18\u5316Qwen3\u7cfb\u5217\u6a21\u578b\u4e0eTransformers v5\u517c\u5bb9\u6027\uff0c\u7a33\u5b9a\u6027\u4e0e\u6027\u80fd\u53cc\u63d0\u5347\uff01 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","isPartOf":{"@id":"https:\/\/www.wsisp.com\/helps\/#website"},"datePublished":"2026-02-24T23:58:11+00:00","dateModified":"2026-02-24T23:58:11+00:00","author":{"@id":"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/358e386c577a3ab51c4493330a20ad41"},"breadcrumb":{"@id":"https:\/\/www.wsisp.com\/helps\/77696.html#breadcrumb"},"inLanguage":"zh-Hans","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.wsisp.com\/helps\/77696.html"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/www.wsisp.com\/helps\/77696.html#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"\u9996\u9875","item":"https:\/\/www.wsisp.com\/helps"},{"@type":"ListItem","position":2,"name":"lmdeploy v0.12.1 \u6700\u65b0\u7248\u672c\u53d1\u5e03\uff01\u5168\u9762\u652f\u6301glm-4.7-flash\uff0c\u4f18\u5316Qwen3\u7cfb\u5217\u6a21\u578b\u4e0eTransformers v5\u517c\u5bb9\u6027\uff0c\u7a33\u5b9a\u6027\u4e0e\u6027\u80fd\u53cc\u63d0\u5347\uff01"}]},{"@type":"WebSite","@id":"https:\/\/www.wsisp.com\/helps\/#website","url":"https:\/\/www.wsisp.com\/helps\/","name":"\u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","description":"\u9999\u6e2f\u670d\u52a1\u5668_\u9999\u6e2f\u4e91\u670d\u52a1\u5668\u8d44\u8baf_\u670d\u52a1\u5668\u5e2e\u52a9\u6587\u6863_\u670d\u52a1\u5668\u6559\u7a0b","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.wsisp.com\/helps\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"zh-Hans"},{"@type":"Person","@id":"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/358e386c577a3ab51c4493330a20ad41","name":"admin","image":{"@type":"ImageObject","inLanguage":"zh-Hans","@id":"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/image\/","url":"https:\/\/gravatar.wp-china-yes.net\/avatar\/?s=96&d=mystery","contentUrl":"https:\/\/gravatar.wp-china-yes.net\/avatar\/?s=96&d=mystery","caption":"admin"},"sameAs":["http:\/\/wp.wsisp.com"],"url":"https:\/\/www.wsisp.com\/helps\/author\/admin"}]}},"_links":{"self":[{"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/posts\/77696","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/comments?post=77696"}],"version-history":[{"count":0,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/posts\/77696\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/media\/77693"}],"wp:attachment":[{"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/media?parent=77696"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/categories?post=77696"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/tags?post=77696"},{"taxonomy":"topic","embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/topic?post=77696"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}