DeepSeek释出核心推理框架引发热议美中竞争再添话题

中国人工智慧(AI)企业「深度求索」(DeepSeek) 20 日宣布，正式开放原始码其生产级推理框架「DeepInfer」。在美国闭源 AI 模型持续调整价格与提高使用门槛的背景下，DeepSeek 选择公开其底层核心推理技术，旨在降低 AI 运行的算力成本与能源消耗，推动技术普及化。此一举措迅速引发全球科技界、国际智库与开源社群的高度关注。

DeepInfer 技术规格与开放范畴

根据官方释出的技术文件显示，DeepInfer 是以 Apache-2.0 授权条款释出的离线推理引擎，预设支援 DeepSeek-V4.1-Flash 模型(其预设权重采用 MIT 授权)。硬体需求方面，该框架专为资料中心级加速器设计，支援 NVIDIA SM100 GPU 以及华为升腾(Ascend)950 NPU，运作环境需求包含 Linux、Python 3.12、CUDA 13 或 CANN 9.2。

技术架构分析指出，DeepInfer 包含了分散式推理、最佳化核心(Kernels)与非同步排程等关键功能；然而，本次开源范畴仅限于离线推理引擎，并不包含完整线上 API 服务所需的 KV 快取系统、预填与解码分离(Prefill/Decode disaggregation)以及多副本负载平衡等组件。

AI 闸道技术公司 Requesty 执行长 Thibault Jaigu 分析，DeepInfer 示范了如何在具备运算资源的前提下高效托管模型，有效降低了自主托管的门槛。

产业经济效益与开发者生态

《彭博》分析指出，AI 模型运行的推理最佳化技术通常被科技企业视为核心机密并严密保密。DeepInfer 的开放使云端托管服务商得以采用其省电与算力最佳化技术，进而提升营运利润率，并有机会为终端使用者提供更具价格竞争力的服务。

同时，企业在本地端部署模型的成本也随之降低。此外，即使 DeepInfer 主要针对自家模型最佳化，其他软体开发者仍可借鉴其架构设计，改善自研的推理系统。

国际智库观点与美中竞争

针对 DeepSeek 展现的技术效率，美国外交关系协会(CFR)技术专家 Sebastian Elbaum 指出，在缺乏最顶尖晶片的情况下，中国工程师透过硬体底层程式设计与无人工干预的强化学习，开发出极具创意的架构最佳化。

CFR 数位与网路空间政策资深研究员 Kat Duffy 认为，美国专注于通用人工智慧(AGI)与追求超大规模算力的策略，未必符合全球多数国家的实际需求；中国在受限环境下发展出具成本效益与省电的 AI 模式，反而更容易获得国际市场青睐。

CFR 技术与创新资深研究员 Michael C. Horowitz 认为，DeepSeek 的突破显示 AI 领域的先发优势并非不可动摇，出口管制虽能争取时间，但无法单独确保长期领先。

CFR 亚洲研究资深研究员 Rush Doshi 则补充，业界对于出口管制的有效性存在分歧，部分学者认为DeepSeek 证明了在算力受限下进行技术创新的能力，另一派则主张应闭环监管漏洞。

全球社群与网路声量

DeepInfer 的开源在海外社群平台(如 X)引发热烈讨论。部分欧洲 AI 从业者发布图文表达对 AI 普惠化理念的认同；也有网友将 DeepSeek 坚持开源的作法，与传统闭源企业的商业模式进行对比。

一位获得上千次点赞的印度工程师留言表示，开源与闭源代表着人类科技发展的两种不同未来，这正是开源理念获得社群支持的核心原因。

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开源仅限离线推理引擎，云端托管与本地部署成本可望下降，引发全球关注", "img": "https://cimg.cnyes.cool/prod/news/6635705/l/16d5b10d05384ca39705014a4640f38a.jpg", "content": "<p>中国人工智慧(AI)企业「深度求索」(DeepSeek) 20 日宣布，正式开放原始码其生产级推理框架「DeepInfer」。在美国闭源 AI 模型持续调整价格与提高使用门槛的背景下，DeepSeek 选择公开其底层核心推理技术，旨在降低 AI 运行的算力成本与能源消耗，推动技术普及化。此一举措迅速引发全球科技界、国际智库与开源社群的高度关注。</p>\n<p style=\"text-align:center;\"><img src=\"https://cimg.cnyes.cool/prod/news/6635705/l/16d5b10d05384ca39705014a4640f38a.jpg\" alt=\"DeepSeek释出核心推理框架引发热议美中竞争再添话题\" style=\"width:50%;height:auto;border-radius:6px;margin:15px auto;display:block;\"></p>\n\n\n<h6>DeepInfer 技术规格与开放范畴</h6>\n\n<p>根据官方释出的技术文件显示，DeepInfer 是以 Apache-2.0 授权条款释出的离线推理引擎，预设支援 DeepSeek-V4.1-Flash 模型(其预设权重采用 MIT 授权)。硬体需求方面，该框架专为资料中心级加速器设计，支援 NVIDIA SM100 GPU 以及华为升腾(Ascend)950 NPU，运作环境需求包含 Linux、Python 3.12、CUDA 13 或 CANN 9.2。</p>\n\n<p>技术架构分析指出，DeepInfer 包含了分散式推理、最佳化核心(Kernels)与非同步排程等关键功能；然而，本次开源范畴仅限于离线推理引擎，并不包含完整线上 API 服务所需的 KV 快取系统、预填与解码分离(Prefill/Decode disaggregation)以及多副本负载平衡等组件。</p>\n\n<p>AI 闸道技术公司 Requesty 执行长 Thibault Jaigu 分析，DeepInfer 示范了如何在具备运算资源的前提下高效托管模型，有效降低了自主托管的门槛。</p>\n\n<h6>产业经济效益与开发者生态</h6>\n\n<p>《彭博》分析指出，AI 模型运行的推理最佳化技术通常被科技企业视为核心机密并严密保密。DeepInfer 的开放使云端托管服务商得以采用其省电与算力最佳化技术，进而提升营运利润率，并有机会为终端使用者提供更具价格竞争力的服务。</p>\n\n<p>同时，企业在本地端部署模型的成本也随之降低。此外，即使 DeepInfer 主要针对自家模型最佳化，其他软体开发者仍可借鉴其架构设计，改善自研的推理系统。</p>\n\n<h6>国际智库观点与美中竞争</h6>\n\n<p>针对 DeepSeek 展现的技术效率，美国外交关系协会(CFR)技术专家 Sebastian Elbaum 指出，在缺乏最顶尖晶片的情况下，中国工程师透过硬体底层程式设计与无人工干预的强化学习，开发出极具创意的架构最佳化。</p>\n\n<p>CFR 数位与网路空间政策资深研究员 Kat Duffy 认为，美国专注于通用人工智慧(AGI)与追求超大规模算力的策略，未必符合全球多数国家的实际需求；中国在受限环境下发展出具成本效益与省电的 AI 模式，反而更容易获得国际市场青睐。</p>\n\n<p>CFR 技术与创新资深研究员 Michael C. Horowitz 认为，DeepSeek 的突破显示 AI 领域的先发优势并非不可动摇，出口管制虽能争取时间，但无法单独确保长期领先。</p>\n\n<p>CFR 亚洲研究资深研究员 Rush Doshi 则补充，业界对于出口管制的有效性存在分歧，部分学者认为DeepSeek 证明了在算力受限下进行技术创新的能力，另一派则主张应闭环监管漏洞。</p>\n\n<h6>全球社群与网路声量</h6>\n\n<p>DeepInfer 的开源在海外社群平台(如 X)引发热烈讨论。部分欧洲 AI 从业者发布图文表达对 AI 普惠化理念的认同；也有网友将 DeepSeek 坚持开源的作法，与传统闭源企业的商业模式进行对比。</p>\n\n<p>一位获得上千次点赞的印度工程师留言表示，开源与闭源代表着人类科技发展的两种不同未来，这正是开源理念获得社群支持的核心原因。</p>\n<div class=\"related-articles seo-links\">\n <h4>相关阅读</h4>\n <ul>\n <li><a href=\"/new/AI/article-4588.html\" title=\"AI热潮催动！新兴市场股市创2009年以来最佳季度表现\">AI热潮催动！新兴市场股市创2009年以来最佳季度表现</a></li>\n <li><a href=\"/new/AI/article-945.html\" title=\"韩利率连8冻！AI需求带旺出口央行上修今年经济成长率至2.6% 晶片荣景外溢点燃升息预期\">韩利率连8冻！AI需求带旺出口央行上修今年经济成长率至2.6% 晶片荣景外溢点燃升息预期</a></li>\n <li><a href=\"/new/AI/article-20581.html\" title=\"马斯克批记忆体厂「敲竹杠」韩工程师回击：特斯拉条件才「苛刻」三星还被大量挖角\">马斯克批记忆体厂「敲竹杠」韩工程师回击：特斯拉条件才「苛刻」三星还被大量挖角</a></li>\n <li><a href=\"/new/AI/article-2699.html\" title=\"韩股变天！SK海力士终结三星「市值王」宝座韩金管会负责人悔放行杠杆ETF：只放大券商获利\">韩股变天！SK海力士终结三星「市值王」宝座韩金管会负责人悔放行杠杆ETF：只放大券商获利</a></li>\n <li><a href=\"/new/AI/article-79.html\" title=\"《高盛》：美股罕见「急涨」讯号再现科技股狂飙还没结束\">《高盛》：美股罕见「急涨」讯号再现科技股狂飙还没结束</a></li>\n <li><a href=\"/new/AI/article-15055.html\" title=\"【袁志峰专栏】华润电力(836, $19.16), 目标价$21.0, 止损价$18.2\">【袁志峰专栏】华润电力(836, $19.16), 目标价$21.0, 止损价$18.2</a></li>\n </ul>\n</div>", "status": 0, "pv": 1, "link": "https://news.cnyes.com/news/id/6635705", "createdAt": "2026-10-22T08:00:06.000Z", "updatedAt": "2026-10-22T08:38:10.000Z" }, "position": [ { "id": 15, "pid": 0, "name": "热点新闻", "pinyin": "new", "path": "/new", "orderBy": 0, "target": "0", "status": "0", "listView": "list.html", "articleView": "article.html", "seoTitle": "", "seoKeywords": "", "seoDescription": "", "type": "0", "dataConfig": null, "children": [ { "id": 25, "pid": 15, "name": "美股", "pinyin": "mg", "path": "/new/mg", "orderBy": 0, "target": "0", "status": "0", "listView": "list.html", "articleView": "article.html", "seoTitle": "", "seoKeywords": "", "seoDescription": "", "type": "0", "dataConfig": null, "level": 1 }, { "id": 26, "pid": 15, "name": "港股", "pinyin": "hk", "path": "/new/hk", "orderBy": 0, "target": "0", "status": "0", "listView": "list.html", "articleView": "article.html", "seoTitle": "", "seoKeywords": "", "seoDescription": "", "type": "0", "dataConfig": null, "level": 1 }, { "id": 27, "pid": 15, "name": "台股", "pinyin": "tw", "path": "/new/tw", "orderBy": 0, "target": "0", "status": "0", "listView": "list.html", "articleView": "article.html", "seoTitle": "", "seoKeywords": "", "seoDescription": "", "type": "0", "dataConfig": null, "level": 1 }, { "id": 28, "pid": 15, "name": "科技", "pinyin": "AI", "path": "/new/AI", "orderBy": 0, "target": "0", "status": "0", "listView": "list.html", "articleView": "article.html", "seoTitle": "", "seoKeywords": "", "seoDescription": "", "type": "0", "dataConfig": null, "level": 1 } ], "level": 1 }, { "id": 28, "pid": 15, "name": "科技", "pinyin": "AI", "path": "/new/AI", "orderBy": 0, "target": "0", "status": "0", "listView": "list.html", "articleView": "article.html", "seoTitle": "", "seoKeywords": "", "seoDescription": "", "type": "0", "dataConfig": null, "level": 1 } ], "_locals": {}, "cache": false }

DeepInfer 技术规格与开放范畴

产业经济效益与开发者生态

国际智库观点与美中竞争

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