{"id":27249,"date":"2025-03-01T23:30:11","date_gmt":"2025-03-01T15:30:11","guid":{"rendered":"https:\/\/www.aisharenet.com\/?p=27249"},"modified":"2025-03-01T23:30:11","modified_gmt":"2025-03-01T15:30:11","slug":"deepseek-v3r1-tuibei","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/de\/deepseek-v3r1-tuibei\/","title":{"rendered":"DeepSeek-V3\/R1 \u63a8\u7406\u7cfb\u7edf\u6982\u8ff0\uff08DeepSeek \u5f00\u6e90\u5468\u7b2c\u516d\u5929\uff09"},"content":{"rendered":"<h2>\u7cfb\u7edf\u8bbe\u8ba1\u539f\u5219<\/h2>\n<p>DeepSeek-V3\/R1 \u63a8\u7406\u670d\u52a1\u7684\u4f18\u5316\u76ee\u6807\u662f\uff1a<strong>\u66f4\u9ad8\u7684\u541e\u5410\u91cf\u548c\u66f4\u4f4e\u7684\u5ef6\u8fdf\u3002<\/strong><\/p>\n<p>\u4e3a\u4e86\u4f18\u5316\u8fd9\u4e24\u4e2a\u76ee\u6807\uff0cDeepSeek \u91c7\u7528\u7684\u89e3\u51b3\u65b9\u6848\u662f\u8de8\u8282\u70b9\u4e13\u5bb6\u5e76\u884c (EP)\u3002<\/p>\n<ul>\n<li>\u9996\u5148\uff0cEP \u663e\u8457\u6269\u5927\u4e86\u6279\u5904\u7406\u5927\u5c0f\uff0c\u63d0\u9ad8\u4e86 GPU \u77e9\u9635\u8ba1\u7b97\u6548\u7387\u5e76\u63d0\u5347\u4e86\u541e\u5410\u91cf\u3002<\/li>\n<li>\u5176\u6b21\uff0cEP \u5c06\u4e13\u5bb6\u5206\u5e03\u5728\u591a\u4e2a GPU \u4e0a\uff0c\u6bcf\u4e2a GPU \u4ec5\u5904\u7406\u4e00\u5c0f\u90e8\u5206\u4e13\u5bb6 (\u51cf\u5c11\u5185\u5b58\u8bbf\u95ee\u9700\u6c42)\uff0c\u4ece\u800c\u964d\u4f4e\u5ef6\u8fdf\u3002<\/li>\n<\/ul>\n<p>\u7136\u800c\uff0cEP \u589e\u52a0\u4e86\u7cfb\u7edf\u590d\u6742\u6027\uff0c\u4e3b\u8981\u4f53\u73b0\u5728\u4e24\u4e2a\u65b9\u9762\uff1a<\/p>\n<ol>\n<li>EP \u5f15\u5165\u4e86\u8de8\u8282\u70b9\u901a\u4fe1\u3002\u4e3a\u4e86\u4f18\u5316\u541e\u5410\u91cf\uff0c\u5fc5\u987b\u8bbe\u8ba1\u9002\u5f53\u7684\u8ba1\u7b97\u5de5\u4f5c\u6d41\u7a0b\u4ee5\u5c06\u901a\u4fe1\u4e0e\u8ba1\u7b97\u91cd\u53e0\u3002<\/li>\n<li>EP \u6d89\u53ca\u591a\u4e2a\u8282\u70b9\uff0c\u56e0\u6b64\u672c\u8eab\u9700\u8981\u6570\u636e\u5e76\u884c (DP)\uff0c\u5e76\u4e14\u9700\u8981\u5728\u4e0d\u540c\u7684 DP \u5b9e\u4f8b\u4e4b\u95f4\u8fdb\u884c\u8d1f\u8f7d\u5747\u8861\u3002<\/li>\n<\/ol>\n<p>\u672c\u6587\u91cd\u70b9\u4ecb\u7ecd <a href=\"https:\/\/www.kdjingpai.com\/de\/deepseek-chatshena\/\">DeepSeek<\/a> \u5982\u4f55\u901a\u8fc7\u4ee5\u4e0b\u65b9\u5f0f\u5e94\u5bf9\u8fd9\u4e9b\u6311\u6218\uff1a<\/p>\n<ul>\n<li>\u5229\u7528 EP \u6765\u6269\u5c55\u6279\u5904\u7406\u5927\u5c0f\uff0c<\/li>\n<li>\u5c06\u901a\u4fe1\u5ef6\u8fdf\u9690\u85cf\u5728\u8ba1\u7b97\u4e4b\u540e\uff0c\u4ee5\u53ca<\/li>\n<li>\u6267\u884c\u8d1f\u8f7d\u5747\u8861\u3002<\/li>\n<\/ul>\n<h3>\u5927\u89c4\u6a21\u8de8\u8282\u70b9\u4e13\u5bb6\u5e76\u884c (EP)<\/h3>\n<p>\u7531\u4e8e DeepSeek-V3\/R1 \u4e2d\u4e13\u5bb6\u6570\u91cf\u4f17\u591a (\u6bcf\u5c42 256 \u4e2a\u4e13\u5bb6\u4e2d\u53ea\u6709 8 \u4e2a\u88ab\u6fc0\u6d3b)\uff0c\u6a21\u578b\u7684\u9ad8\u7a00\u758f\u6027\u9700\u8981\u6781\u5927\u7684\u603b\u6279\u5904\u7406\u5927\u5c0f\u3002\u8fd9\u786e\u4fdd\u4e86\u6bcf\u4e2a\u4e13\u5bb6\u6709\u8db3\u591f\u7684\u6279\u5904\u7406\u5927\u5c0f\uff0c\u4ece\u800c\u5b9e\u73b0\u66f4\u9ad8\u7684\u541e\u5410\u91cf\u548c\u66f4\u4f4e\u7684\u5ef6\u8fdf\u3002\u5927\u89c4\u6a21\u8de8\u8282\u70b9 EP \u81f3\u5173\u91cd\u8981\u3002<\/p>\n<p>\u7531\u4e8e DeepSeek \u91c7\u7528\u4e86\u9884\u586b\u5145-\u89e3\u7801\u5206\u79bb\u67b6\u6784\uff0c\u56e0\u6b64\u5728\u9884\u586b\u5145\u548c\u89e3\u7801\u9636\u6bb5\u91c7\u7528\u4e86\u4e0d\u540c\u7a0b\u5ea6\u7684\u5e76\u884c\u6027\uff1a<\/p>\n<ul>\n<li><strong>\u9884\u586b\u5145\u9636\u6bb5 [\u8def\u7531\u4e13\u5bb6 EP32\uff0cMLA\/\u5171\u4eab\u4e13\u5bb6 DP32]<\/strong>\uff1a\u6bcf\u4e2a\u90e8\u7f72\u5355\u5143\u8de8\u8d8a 4 \u4e2a\u8282\u70b9\uff0c\u5177\u6709 32 \u4e2a\u5197\u4f59\u8def\u7531\u4e13\u5bb6\uff0c\u5176\u4e2d\u6bcf\u4e2a GPU \u5904\u7406 9 \u4e2a\u8def\u7531\u4e13\u5bb6\u548c 1 \u4e2a\u5171\u4eab\u4e13\u5bb6\u3002<\/li>\n<li><strong>\u89e3\u7801\u9636\u6bb5 [\u8def\u7531\u4e13\u5bb6 EP144\uff0cMLA\/\u5171\u4eab\u4e13\u5bb6 DP144]<\/strong>\uff1a\u6bcf\u4e2a\u90e8\u7f72\u5355\u5143\u8de8\u8d8a 18 \u4e2a\u8282\u70b9\uff0c\u5177\u6709 32 \u4e2a\u5197\u4f59\u8def\u7531\u4e13\u5bb6\uff0c\u5176\u4e2d\u6bcf\u4e2a GPU \u7ba1\u7406 2 \u4e2a\u8def\u7531\u4e13\u5bb6\u548c 1 \u4e2a\u5171\u4eab\u4e13\u5bb6\u3002<\/li>\n<\/ul>\n<h3>\u8ba1\u7b97-\u901a\u4fe1\u91cd\u53e0<\/h3>\n<p>\u5927\u89c4\u6a21\u8de8\u8282\u70b9 EP \u5f15\u5165\u4e86\u663e\u8457\u7684\u901a\u4fe1\u5f00\u9500\u3002\u4e3a\u4e86\u7f13\u89e3\u8fd9\u79cd\u60c5\u51b5\uff0cDeepSeek \u91c7\u7528\u53cc\u6279\u5904\u7406\u91cd\u53e0\u7b56\u7565\uff0c\u901a\u8fc7\u5c06\u4e00\u6279\u8bf7\u6c42\u5206\u6210\u4e24\u4e2a\u5fae\u6279\u5904\u7406\u6765\u9690\u85cf\u901a\u4fe1\u6210\u672c\u5e76\u63d0\u9ad8\u6574\u4f53\u541e\u5410\u91cf\u3002\u5728\u9884\u586b\u5145\u9636\u6bb5\uff0c\u8fd9\u4e24\u4e2a\u5fae\u6279\u5904\u7406\u4ea4\u66ff\u6267\u884c\uff0c\u4e00\u4e2a\u5fae\u6279\u5904\u7406\u7684\u901a\u4fe1\u6210\u672c\u9690\u85cf\u5728\u53e6\u4e00\u4e2a\u5fae\u6279\u5904\u7406\u7684\u8ba1\u7b97\u4e4b\u540e\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-27250\" title=\"\u7b2c 6 \u5929\uff1aOne More Thing\uff0cDeepSeek-V3\/R1 \u63a8\u7406\u7cfb\u7edf\u6982\u8ff0-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/03\/8b1ab9e3e9981e7.jpg\" alt=\"\u7b2c 6 \u5929\uff1aOne More Thing\uff0cDeepSeek-V3\/R1 \u63a8\u7406\u7cfb\u7edf\u6982\u8ff0-1\" width=\"1280\" height=\"281\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/03\/8b1ab9e3e9981e7.jpg 1280w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/03\/8b1ab9e3e9981e7-768x169.jpg 768w\" sizes=\"auto, (max-width: 1280px) 100vw, 1280px\" \/><\/p>\n<p><em>\u9884\u586b\u5145\u9636\u6bb5\u7684\u8ba1\u7b97-\u901a\u4fe1\u91cd\u53e0<\/em><\/p>\n<p>\u5728\u89e3\u7801\u9636\u6bb5\uff0c\u4e0d\u540c\u9636\u6bb5\u7684\u6267\u884c\u65f6\u95f4\u4e0d\u5747\u8861\u3002\u56e0\u6b64\uff0cDeepSeek \u5c06\u6ce8\u610f\u529b\u5c42\u7ec6\u5206\u4e3a\u4e24\u4e2a\u6b65\u9aa4\uff0c\u5e76\u4f7f\u7528 5 \u9636\u6bb5\u6d41\u6c34\u7ebf\u6765\u5b9e\u73b0\u65e0\u7f1d\u7684\u8ba1\u7b97-\u901a\u4fe1\u91cd\u53e0\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-27251\" title=\"\u7b2c 6 \u5929\uff1aOne More Thing\uff0cDeepSeek-V3\/R1 \u63a8\u7406\u7cfb\u7edf\u6982\u8ff0-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/03\/d1e11927bf901d7.jpg\" alt=\"\u7b2c 6 \u5929\uff1aOne More Thing\uff0cDeepSeek-V3\/R1 \u63a8\u7406\u7cfb\u7edf\u6982\u8ff0-1\" width=\"1280\" height=\"306\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/03\/d1e11927bf901d7.jpg 1280w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/03\/d1e11927bf901d7-768x184.jpg 768w\" sizes=\"auto, (max-width: 1280px) 100vw, 1280px\" \/><\/p>\n<p><em>\u89e3\u7801\u9636\u6bb5\u7684\u8ba1\u7b97-\u901a\u4fe1\u91cd\u53e0<\/em><\/p>\n<p>\u6709\u5173 DeepSeek \u8ba1\u7b97-\u901a\u4fe1\u91cd\u53e0\u673a\u5236\u7684\u66f4\u591a\u8be6\u7ec6\u4fe1\u606f\uff0c\u8bf7\u8bbf\u95ee\u00a0<a href=\"https:\/\/github.com\/deepseek-ai\/profile-data\">https:\/\/github.com\/deepseek-ai\/profile-data<\/a>\u3002<\/p>\n<h3>\u5b9e\u73b0\u6700\u4f73\u8d1f\u8f7d\u5747\u8861<\/h3>\n<p>\u5927\u89c4\u6a21\u5e76\u884c\u6027 (\u5305\u62ec DP \u548c EP) \u5e26\u6765\u4e86\u4e00\u4e2a\u5173\u952e\u6311\u6218\uff1a\u5982\u679c\u5355\u4e2a GPU \u56e0\u8ba1\u7b97\u6216\u901a\u4fe1\u8fc7\u8f7d\uff0c\u5b83\u5c06\u6210\u4e3a\u6027\u80fd\u74f6\u9888\uff0c\u964d\u4f4e\u6574\u4e2a\u7cfb\u7edf\u7684\u901f\u5ea6\uff0c\u800c\u5176\u4ed6 GPU \u5219\u5904\u4e8e\u7a7a\u95f2\u72b6\u6001\u3002\u4e3a\u4e86\u6700\u5927\u5316\u8d44\u6e90\u5229\u7528\u7387\uff0cDeepSeek \u52aa\u529b\u5e73\u8861\u6240\u6709 GPU \u4e0a\u7684\u8ba1\u7b97\u548c\u901a\u4fe1\u8d1f\u8f7d\u3002<\/p>\n<h4>1. \u9884\u586b\u5145\u8d1f\u8f7d\u5747\u8861\u5668<\/h4>\n<ul>\n<li>\u5173\u952e\u95ee\u9898\uff1aDP \u5b9e\u4f8b\u4e4b\u95f4\u4e0d\u540c\u7684\u8bf7\u6c42\u6570\u91cf\u548c\u5e8f\u5217\u957f\u5ea6\u5bfc\u81f4\u6838\u5fc3\u6ce8\u610f\u529b\u8ba1\u7b97\u548c\u8c03\u5ea6\u53d1\u9001\u8d1f\u8f7d\u4e0d\u5e73\u8861\u3002<\/li>\n<li>\u4f18\u5316\u76ee\u6807\uff1a\n<ul>\n<li>\u5e73\u8861 GPU \u4e4b\u95f4\u7684\u6838\u5fc3\u6ce8\u610f\u529b\u8ba1\u7b97 (\u6838\u5fc3\u6ce8\u610f\u529b\u8ba1\u7b97\u8d1f\u8f7d\u5747\u8861)\u3002<\/li>\n<li>\u5747\u8861\u6bcf\u4e2a GPU \u7684\u8f93\u5165 <a href=\"https:\/\/www.kdjingpai.com\/de\/tokenization\/\">Token<\/a> \u6570\u91cf (\u8c03\u5ea6\u53d1\u9001\u8d1f\u8f7d\u5747\u8861)\uff0c\u9632\u6b62\u7279\u5b9a GPU \u4e0a\u7684\u5904\u7406\u65f6\u95f4\u8fc7\u957f\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h4>2. \u89e3\u7801\u8d1f\u8f7d\u5747\u8861\u5668<\/h4>\n<ul>\n<li>\u5173\u952e\u95ee\u9898\uff1aDP \u5b9e\u4f8b\u4e4b\u95f4\u4e0d\u5747\u5300\u7684\u8bf7\u6c42\u6570\u91cf\u548c\u5e8f\u5217\u957f\u5ea6\u5bfc\u81f4\u6838\u5fc3\u6ce8\u610f\u529b\u8ba1\u7b97 (\u4e0e KVCache \u4f7f\u7528\u76f8\u5173) \u548c\u8c03\u5ea6\u53d1\u9001\u8d1f\u8f7d\u7684\u5dee\u5f02\u3002<\/li>\n<li>\u4f18\u5316\u76ee\u6807\uff1a\n<ul>\n<li>\u5e73\u8861 GPU \u4e4b\u95f4\u7684 KVCache \u4f7f\u7528 (\u6838\u5fc3\u6ce8\u610f\u529b\u8ba1\u7b97\u8d1f\u8f7d\u5747\u8861)\u3002<\/li>\n<li>\u5747\u8861\u6bcf\u4e2a GPU \u7684\u8bf7\u6c42\u6570\u91cf (\u8c03\u5ea6\u53d1\u9001\u8d1f\u8f7d\u5747\u8861)\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h4>3. \u4e13\u5bb6\u5e76\u884c\u8d1f\u8f7d\u5747\u8861\u5668<\/h4>\n<ul>\n<li>\u5173\u952e\u95ee\u9898\uff1a\u5bf9\u4e8e\u7ed9\u5b9a\u7684 MoE \u6a21\u578b\uff0c\u5b58\u5728\u56fa\u6709\u7684\u9ad8\u8d1f\u8f7d\u4e13\u5bb6\uff0c\u5bfc\u81f4\u4e0d\u540c GPU \u4e4b\u95f4\u7684\u4e13\u5bb6\u8ba1\u7b97\u5de5\u4f5c\u8d1f\u8f7d\u4e0d\u5e73\u8861\u3002<\/li>\n<li>\u4f18\u5316\u76ee\u6807\uff1a\n<ul>\n<li>\u5e73\u8861\u6bcf\u4e2a GPU \u4e0a\u7684\u4e13\u5bb6\u8ba1\u7b97 (\u5373\uff0c\u6700\u5c0f\u5316\u6240\u6709 GPU \u4e0a\u7684\u6700\u5927\u8c03\u5ea6\u63a5\u6536\u8d1f\u8f7d)\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h3>DeepSeek \u5728\u7ebf\u63a8\u7406\u7cfb\u7edf\u793a\u610f\u56fe<\/h3>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-27252\" title=\"\u7b2c 6 \u5929\uff1aOne More Thing\uff0cDeepSeek-V3\/R1 \u63a8\u7406\u7cfb\u7edf\u6982\u8ff0-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/03\/e944aafdcf5f30b.jpg\" alt=\"\u7b2c 6 \u5929\uff1aOne More Thing\uff0cDeepSeek-V3\/R1 \u63a8\u7406\u7cfb\u7edf\u6982\u8ff0-1\" width=\"1280\" height=\"572\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/03\/e944aafdcf5f30b.jpg 1280w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/03\/e944aafdcf5f30b-768x343.jpg 768w\" sizes=\"auto, (max-width: 1280px) 100vw, 1280px\" \/><\/p>\n<p><em>DeepSeek \u5728\u7ebf\u63a8\u7406\u7cfb\u7edf\u793a\u610f\u56fe<\/em><\/p>\n<h3>DeepSeek \u5728\u7ebf\u670d\u52a1\u7edf\u8ba1\u6570\u636e<\/h3>\n<p>\u6240\u6709 DeepSeek-V3\/R1 \u63a8\u7406\u670d\u52a1\u5747\u5728 H800 GPU \u4e0a\u63d0\u4f9b\uff0c\u7cbe\u5ea6\u4e0e\u8bad\u7ec3\u4fdd\u6301\u4e00\u81f4\u3002\u5177\u4f53\u6765\u8bf4\uff0c\u77e9\u9635\u4e58\u6cd5\u548c\u8c03\u5ea6\u4f20\u8f93\u91c7\u7528\u4e0e\u8bad\u7ec3\u4e00\u81f4\u7684 FP8 \u683c\u5f0f\uff0c\u800c\u6838\u5fc3 MLA \u8ba1\u7b97\u548c\u7ec4\u5408\u4f20\u8f93\u4f7f\u7528 BF16 \u683c\u5f0f\uff0c\u786e\u4fdd\u6700\u4f73\u670d\u52a1\u6027\u80fd\u3002<\/p>\n<p>\u6b64\u5916\uff0c\u7531\u4e8e\u767d\u5929\u670d\u52a1\u8d1f\u8f7d\u9ad8\uff0c\u591c\u95f4\u8d1f\u8f7d\u4f4e\uff0cDeepSeek \u5b9e\u65bd\u4e86\u4e00\u79cd\u673a\u5236\uff0c\u5728\u767d\u5929\u9ad8\u5cf0\u65f6\u6bb5\u5728\u6240\u6709\u8282\u70b9\u4e0a\u90e8\u7f72\u63a8\u7406\u670d\u52a1\u3002\u5728\u591c\u95f4\u4f4e\u8d1f\u8f7d\u65f6\u6bb5\uff0cDeepSeek \u4f1a\u51cf\u5c11\u63a8\u7406\u8282\u70b9\u5e76\u5c06\u8d44\u6e90\u5206\u914d\u7ed9\u7814\u7a76\u548c\u8bad\u7ec3\u3002\u5728\u8fc7\u53bb 24 \u5c0f\u65f6\u5185 (UTC+8 2025 \u5e74 2 \u6708 27 \u65e5\u4e2d\u5348 12:00 \u81f3 2025 \u5e74 2 \u6708 28 \u65e5\u4e2d\u5348 12:00)\uff0cV3 \u548c R1 \u63a8\u7406\u670d\u52a1\u7684\u5cf0\u503c\u8282\u70b9\u5360\u7528\u603b\u6570\u8fbe\u5230 278 \u4e2a\uff0c\u5e73\u5747\u5360\u7528 226.75 \u4e2a\u8282\u70b9 (\u6bcf\u4e2a\u8282\u70b9\u5305\u542b 8 \u4e2a H800 GPU)\u3002\u5047\u8bbe\u4e00\u53f0 H800 GPU \u7684\u79df\u8d41\u6210\u672c\u4e3a\u6bcf\u5c0f\u65f6 2 \u7f8e\u5143\uff0c\u5219\u6bcf\u65e5\u603b\u6210\u672c\u4e3a 87,072 \u7f8e\u5143\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-27253\" title=\"\u7b2c 6 \u5929\uff1aOne More Thing\uff0cDeepSeek-V3\/R1 \u63a8\u7406\u7cfb\u7edf\u6982\u8ff0-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/03\/b199a887fffb2ba.jpg\" alt=\"\u7b2c 6 \u5929\uff1aOne More Thing\uff0cDeepSeek-V3\/R1 \u63a8\u7406\u7cfb\u7edf\u6982\u8ff0-1\" width=\"1194\" height=\"410\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/03\/b199a887fffb2ba.jpg 1194w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/03\/b199a887fffb2ba-768x264.jpg 768w\" sizes=\"auto, (max-width: 1194px) 100vw, 1194px\" \/><\/p>\n<p><em>H800 \u63a8\u7406\u670d\u52a1\u8282\u70b9\u6570<\/em><\/p>\n<p>\u5728 24 \u5c0f\u65f6\u7edf\u8ba1\u671f\u5185 (UTC+8 2025 \u5e74 2 \u6708 27 \u65e5\u4e2d\u5348 12:00 \u81f3 2025 \u5e74 2 \u6708 28 \u65e5\u4e2d\u5348 12:00)\uff0cV3 \u548c R1\uff1a<\/p>\n<ul>\n<li>\u603b\u8f93\u5165 Token\uff1a608B\uff0c\u5176\u4e2d 342B Token (56.3%) \u547d\u4e2d\u78c1\u76d8\u4e0a\u7684 KV \u7f13\u5b58\u3002<\/li>\n<li>\u603b\u8f93\u51fa Token\uff1a168B\u3002\u5e73\u5747\u8f93\u51fa\u901f\u5ea6\u4e3a\u6bcf\u79d2 20-22 \u4e2a Token\uff0c\u6bcf\u4e2a\u8f93\u51fa Token \u7684\u5e73\u5747 kvcache \u957f\u5ea6\u4e3a 4,989 \u4e2a Token\u3002<\/li>\n<li>\u6bcf\u4e2a H800 \u8282\u70b9\u5728\u9884\u586b\u5145\u671f\u95f4\u63d0\u4f9b\u5e73\u5747\u7ea6 73.7k Token\/s \u7684\u8f93\u5165\u541e\u5410\u91cf (\u5305\u62ec\u7f13\u5b58\u547d\u4e2d)\uff0c\u6216\u5728\u89e3\u7801\u671f\u95f4\u63d0\u4f9b\u7ea6 14.8k Token\/s \u7684\u8f93\u51fa\u541e\u5410\u91cf\u3002<\/li>\n<\/ul>\n<p>\u4ee5\u4e0a\u7edf\u8ba1\u6570\u636e\u5305\u62ec\u6765\u81ea Web\u3001APP \u548c API \u7684\u6240\u6709\u7528\u6237\u8bf7\u6c42\u3002\u5982\u679c\u6240\u6709 Token \u90fd\u6309\u7167 <a href=\"https:\/\/www.kdjingpai.com\/de\/deepseek-r1nenglixiang\/\">DeepSeek-R1<\/a> \u7684\u5b9a\u4ef7 (*) \u8ba1\u8d39\uff0c\u5219\u6bcf\u65e5\u603b\u6536\u5165\u4e3a 562,027 \u7f8e\u5143\uff0c\u6210\u672c\u5229\u6da6\u7387\u4e3a 545%\u3002<\/p>\n<p><em>(<\/em>) R1 \u5b9a\u4ef7\uff1a\u8f93\u5165 Token (\u7f13\u5b58\u547d\u4e2d) 0.14 \u7f8e\u5143\/M\uff0c\u8f93\u5165 Token (\u7f13\u5b58\u672a\u547d\u4e2d) 0.55 \u7f8e\u5143\/M\uff0c\u8f93\u51fa Token 2.19 \u7f8e\u5143\/M\u3002*<\/p>\n<p>\u7136\u800c\uff0cDeepSeek \u7684\u5b9e\u9645\u6536\u5165\u8fdc\u4f4e\u4e8e\u6b64\uff0c\u539f\u56e0\u5982\u4e0b\uff1a<\/p>\n<ul>\n<li>DeepSeek-V3 \u7684\u5b9a\u4ef7\u8fdc\u4f4e\u4e8e R1\uff0c<\/li>\n<li>\u53ea\u6709\u90e8\u5206\u670d\u52a1\u662f\u6536\u8d39\u7684 (Web \u548c APP \u8bbf\u95ee\u4ecd\u7136\u514d\u8d39)\uff0c<\/li>\n<li>\u591c\u95f4\u6298\u6263\u4f1a\u5728\u975e\u9ad8\u5cf0\u65f6\u6bb5\u81ea\u52a8\u5e94\u7528\u3002<\/li>\n<\/ul>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-27254\" title=\"\u7b2c 6 \u5929\uff1aOne More Thing\uff0cDeepSeek-V3\/R1 \u63a8\u7406\u7cfb\u7edf\u6982\u8ff0-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/03\/e21a519938a4d8c.jpg\" alt=\"\u7b2c 6 \u5929\uff1aOne More Thing\uff0cDeepSeek-V3\/R1 \u63a8\u7406\u7cfb\u7edf\u6982\u8ff0-1\" width=\"1195\" height=\"441\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/03\/e21a519938a4d8c.jpg 1195w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/03\/e21a519938a4d8c-768x283.jpg 768w\" sizes=\"auto, (max-width: 1195px) 100vw, 1195px\" \/><\/p>\n<p><em>\u6210\u672c\u548c\u7406\u8bba\u6536\u5165<\/em><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u7cfb\u7edf\u8bbe\u8ba1\u539f\u5219 DeepSeek-V3\/R1 \u63a8\u7406\u670d\u52a1\u7684\u4f18\u5316\u76ee\u6807\u662f\uff1a\u66f4\u9ad8\u7684\u541e\u5410\u91cf\u548c\u66f4\u4f4e\u7684\u5ef6\u8fdf\u3002 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