{"id":7060,"date":"2026-07-23T15:02:10","date_gmt":"2026-07-23T07:02:10","guid":{"rendered":"https:\/\/nullthought.net\/?p=7060"},"modified":"2026-07-23T15:02:12","modified_gmt":"2026-07-23T07:02:12","slug":"%e6%88%aa%e6%ad%a2%e5%88%b0%e7%8e%b0%e5%9c%a8%ef%bc%8cdeepseek%e6%89%80%e5%bc%80%e6%ba%90%e7%9a%84%e6%89%80%e6%9c%89%e6%a8%a1%e5%9e%8b%e7%9a%84%e6%a6%82%e8%a6%81%e4%bf%a1%e6%81%af%ef%bc%8c%e5%8c%85","status":"publish","type":"post","link":"https:\/\/nullthought.net\/?p=7060","title":{"rendered":"\u622a\u6b62\u5230\u73b0\u5728\uff0cDeepseek\u6240\u5f00\u6e90\u7684\u6240\u6709\u6a21\u578b\u7684\u6982\u8981\u4fe1\u606f\uff0c\u5305\u62ec\u6a21\u578b\u53c2\u6570\u91cf\u3001\u6a21\u578b\u6587\u4ef6\u5927\u5c0f\u7b49"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">\u622a\u81f3 <strong>2026\u5e747\u670823\u65e5<\/strong>\uff0cDeepSeek \u5b98\u65b9 Hugging Face \u8d26\u53f7\u5171\u6709 <strong>101 \u4e2a\u516c\u5f00\u6a21\u578b\u4ed3\u5e93<\/strong>\uff0c\u53ef\u5f52\u5165 <strong>18 \u4e2a\u6a21\u578b\u7cfb\u5217\u300119 \u4e2a\u5b98\u65b9 Collection<\/strong>\u3002\u5176\u4e2d\u65e2\u5305\u62ec\u72ec\u7acb\u57fa\u7840\u6a21\u578b\uff0c\u4e5f\u5305\u62ec Base\/Chat\/Instruct\/RL \u7b49\u4e0d\u540c\u68c0\u67e5\u70b9\u3001\u65e5\u671f\u5347\u7ea7\u7248\u3001\u84b8\u998f\u6a21\u578b\u3001\u9886\u57df\u4e13\u5bb6\u6a21\u578b\u548c\u63a8\u6d4b\u89e3\u7801\u8349\u7a3f\u6a21\u578b\u3002(<a href=\"https:\/\/huggingface.co\/deepseek-ai\/models\">Hugging Face<\/a>)<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u91cc\u7684\u201c\u6587\u4ef6\u5927\u5c0f\u201d\u6309\u4ee5\u4e0b\u53e3\u5f84\u6574\u7406\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u7cbe\u786e\u503c<\/strong>\uff1a\u5b98\u65b9 Hugging Face \u4ed3\u5e93\u76ee\u524d\u663e\u793a\u7684\u6743\u91cd\u6587\u4ef6\u603b\u91cf\u3002<\/li>\n\n\n\n<li><strong>\u7ea6\u503c<\/strong>\uff1a\u6839\u636e\u516c\u5f00\u53c2\u6570\u91cf\u548c\u6743\u91cd\u7cbe\u5ea6\u4f30\u7b97\uff0c\u4e0d\u5305\u62ec\u7b2c\u4e09\u65b9 GGUF\u3001AWQ\u3001GPTQ \u7b49\u91cf\u5316\u7248\u672c\u3002<\/li>\n\n\n\n<li>BF16\/FP16 \u901a\u5e38\u7ea6\u4e3a <strong>2\u5b57\u8282\/\u53c2\u6570<\/strong>\uff0cFP8\u7ea6\u4e3a <strong>1\u5b57\u8282\/\u53c2\u6570<\/strong>\uff0c4bit\u7ea6\u4e3a <strong>0.5\u5b57\u8282\/\u53c2\u6570<\/strong>\uff0c\u5b9e\u9645\u8fd8\u4f1a\u6709\u91cf\u5316\u6bd4\u4f8b\u56e0\u5b50\u3001\u7d22\u5f15\u548c\u914d\u7f6e\u6587\u4ef6\u3002<\/li>\n\n\n\n<li>\u5bf9 MoE \u6a21\u578b\uff0c<strong>\u78c1\u76d8\u7a7a\u95f4\u53d6\u51b3\u4e8e\u603b\u53c2\u6570\u91cf<\/strong>\uff1b\u201c\u6fc0\u6d3b\u53c2\u6570\u91cf\u201d\u4e3b\u8981\u53cd\u6620\u6bcf\u751f\u6210\u4e00\u4e2a Token \u5b9e\u9645\u53c2\u4e0e\u8ba1\u7b97\u7684\u53c2\u6570\u91cf\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e25\u683c\u4ece\u8bb8\u53ef\u8bc1\u89d2\u5ea6\u8bf4\uff0c\u4ee5\u4e0b\u66f4\u51c6\u786e\u5730\u79f0\u4e3a\u201c<strong>\u5b98\u65b9\u5f00\u653e\u6743\u91cd\u6a21\u578b<\/strong>\u201d\uff1a\u4e0d\u540c\u7cfb\u5217\u8bb8\u53ef\u8bc1\u5e76\u4e0d\u5b8c\u5168\u76f8\u540c\uff0c\u4f8b\u5982 V4 \u91c7\u7528 MIT License\uff0c\u800c\u90e8\u5206\u65e9\u671f\u6216\u591a\u6a21\u6001\u6a21\u578b\u91c7\u7528 DeepSeek Model License\u3002(<a href=\"https:\/\/huggingface.co\/deepseek-ai\/DeepSeek-V4-Pro\">Hugging Face<\/a>)<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"576\" height=\"1024\" src=\"https:\/\/nullthought.net\/wp-content\/uploads\/2026\/07\/Deepseek\u5f00\u6e90\u6a21\u578b\u5168\u666f\uff08\u622a\u6b622026\u5e747\u6708\uff09-576x1024.jpg\" alt=\"\" class=\"wp-image-7061\" srcset=\"https:\/\/nullthought.net\/wp-content\/uploads\/2026\/07\/Deepseek\u5f00\u6e90\u6a21\u578b\u5168\u666f\uff08\u622a\u6b622026\u5e747\u6708\uff09-576x1024.jpg 576w, https:\/\/nullthought.net\/wp-content\/uploads\/2026\/07\/Deepseek\u5f00\u6e90\u6a21\u578b\u5168\u666f\uff08\u622a\u6b622026\u5e747\u6708\uff09-169x300.jpg 169w, https:\/\/nullthought.net\/wp-content\/uploads\/2026\/07\/Deepseek\u5f00\u6e90\u6a21\u578b\u5168\u666f\uff08\u622a\u6b622026\u5e747\u6708\uff09-768x1364.jpg 768w, https:\/\/nullthought.net\/wp-content\/uploads\/2026\/07\/Deepseek\u5f00\u6e90\u6a21\u578b\u5168\u666f\uff08\u622a\u6b622026\u5e747\u6708\uff09-865x1536.jpg 865w, https:\/\/nullthought.net\/wp-content\/uploads\/2026\/07\/Deepseek\u5f00\u6e90\u6a21\u578b\u5168\u666f\uff08\u622a\u6b622026\u5e747\u6708\uff09.jpg 900w\" sizes=\"auto, (max-width: 576px) 100vw, 576px\" \/><figcaption class=\"wp-element-caption\">Deepseek\u5f00\u6e90\u6a21\u578b\u5168\u666f\uff08\u622a\u6b622026\u5e747\u6708\uff09<\/figcaption><\/figure>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h4 class=\"wp-block-heading\">\u4e00\u3001\u4e3b\u8981\u6a21\u578b\u7cfb\u5217\u6982\u8981<\/h4>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>\u7cfb\u5217<\/th><th>\u5b98\u65b9\u6a21\u578b\u6570\u91cf<\/th><th>\u53c2\u6570\u89c4\u6a21<\/th><th>\u539f\u59cb\u6743\u91cd\u6587\u4ef6\u5927\u5c0f<\/th><th>\u4e3b\u8981\u7528\u9014<\/th><\/tr><\/thead><tbody><tr><td><strong>DeepSeek-V4<\/strong><\/td><td>6<\/td><td>Flash\uff1a284B\u603b\u53c2\u6570\u300113B\u6fc0\u6d3b\uff1bPro\uff1a1.6T\u603b\u53c2\u6570\u300149B\u6fc0\u6d3b<\/td><td>Flash\uff1a160GB\uff1bFlash-Base\uff1a295GB\uff1bFlash-DSpark\uff1a167GB\uff1bPro\uff1a865GB\uff1bPro-Base\u7ea61.6TB\uff1bPro-DSpark\u7ea6890GB<\/td><td>\u6700\u65b0\u901a\u7528\u8bed\u8a00\u3001\u63a8\u7406\u3001\u7f16\u7a0b\u548c\u8d85\u957f\u4e0a\u4e0b\u6587\u6a21\u578b\uff0c\u652f\u63011M\u4e0a\u4e0b\u6587<\/td><\/tr><tr><td><strong>DeepSeek-V3.2<\/strong><\/td><td>4<\/td><td>671B\u603b\u53c2\u6570\u3001\u7ea637B\u6fc0\u6d3b<\/td><td>\u6bcf\u4e2a\u7ea6685GB<\/td><td>V3\u7cfb\u5217\u6700\u65b0\u7a33\u5b9a\u7248\u3001\u957f\u601d\u8003\u548c\u9ad8\u5f3a\u5ea6\u63a8\u7406<\/td><\/tr><tr><td><strong>DeepSeek-V3.1<\/strong><\/td><td>3<\/td><td>671B\u603b\u53c2\u6570\u3001\u7ea637B\u6fc0\u6d3b<\/td><td>\u6bcf\u4e2a\u7ea6685GB<\/td><td>\u6df7\u5408\u601d\u8003\u3001\u5de5\u5177\u4f7f\u7528\u3001Agent\u4efb\u52a1<\/td><\/tr><tr><td><strong>DeepSeek-V3<\/strong><\/td><td>3<\/td><td>671B\u603b\u53c2\u6570\u300137B\u6fc0\u6d3b<\/td><td>\u6bcf\u4e2a\u7ea6685GB<\/td><td>\u901a\u7528\u5927\u6a21\u578b\u3001\u4ee3\u7801\u548c\u6570\u5b66\u63a8\u7406<\/td><\/tr><tr><td><strong>DeepSeek-R1<\/strong><\/td><td>10<\/td><td>\u5b8c\u6574\u7248671B\/37B\u6fc0\u6d3b\uff1b\u84b8\u998f\u72481.5B\uff5e70B<\/td><td>\u5b8c\u6574\u7248\u7ea6685GB\uff1b\u84b8\u998f\u7248\u7ea63\uff5e141GB<\/td><td>\u5f3a\u5316\u5b66\u4e60\u63a8\u7406\u3001\u6570\u5b66\u3001\u4ee3\u7801\u548c\u590d\u6742\u95ee\u9898\u6c42\u89e3<\/td><\/tr><tr><td><strong>DeepSeek-Math<\/strong><\/td><td>4<\/td><td>Math-V2\u7ea6671B\uff1b\u65e9\u671f\u7248\u672c7B<\/td><td>Math-V2\u7ea6685GB\uff1b7B\u7ea614GB<\/td><td>\u6570\u5b66\u63a8\u7406\u4e0e\u5f62\u5f0f\u5316\u89e3\u9898<\/td><\/tr><tr><td><strong>DeepSeek-Prover<\/strong><\/td><td>6<\/td><td>671B\u53ca7B<\/td><td>671B\u7ea6685GB\uff1b7B\u7ea614GB<\/td><td>Lean\u5b9a\u7406\u8bc1\u660e\u3001\u5f62\u5f0f\u5316\u6570\u5b66<\/td><\/tr><tr><td><strong>DeepSeek-V2\/V2.5<\/strong><\/td><td>7<\/td><td>\u4e3b\u6a21\u578b236B\u603b\u53c2\u6570\u300121B\u6fc0\u6d3b\uff1bLite\u7ea616B<\/td><td>\u4e3b\u6a21\u578b\u7ea6470\uff5e480GB\uff1bLite\u7ea632GB<\/td><td>\u901a\u7528\u5bf9\u8bdd\u3001\u7f16\u7a0b\u548cMoE\u7814\u7a76<\/td><\/tr><tr><td><strong>DeepSeek-Coder-V2<\/strong><\/td><td>5<\/td><td>236B\/21B\u6fc0\u6d3b\uff1bLite\u7ea616B<\/td><td>\u7ea6472GB\uff1bLite\u7ea632GB<\/td><td>\u4ee3\u7801\u751f\u6210\u3001\u8865\u5168\u3001\u4fee\u590d\u548c\u4ed3\u5e93\u7ea7\u7406\u89e3<\/td><\/tr><tr><td><strong>DeepSeek-OCR<\/strong><\/td><td>2<\/td><td>\u7ea63B<\/td><td>\u6bcf\u4e2a\u7ea66GB<\/td><td>\u6587\u6863\u3001\u56fe\u50cf\u6587\u5b57\u3001\u7248\u9762\u548c\u89c6\u89c9Token\u538b\u7f29<\/td><\/tr><tr><td><strong>DeepSeek-VL2<\/strong><\/td><td>3<\/td><td>3B\/16B\/27B\u603b\u53c2\u6570\uff1b\u6fc0\u6d3b\u7ea61B\/2.8B\/4.5B<\/td><td>\u7ea66GB\/32GB\/54GB<\/td><td>\u56fe\u50cf\u7406\u89e3\u3001\u56fe\u8868\u3001OCR\u548c\u89c6\u89c9\u95ee\u7b54<\/td><\/tr><tr><td><strong>Janus<\/strong><\/td><td>4<\/td><td>1B\u30011.3B\u30017B\u7ea7<\/td><td>\u7ea62\uff5e4GB\u621614GB<\/td><td>\u7edf\u4e00\u591a\u6a21\u6001\u7406\u89e3\u548c\u56fe\u50cf\u751f\u6210<\/td><\/tr><tr><td><strong>DeepSeek-VL<\/strong><\/td><td>4<\/td><td>1.3B\u30017B<\/td><td>\u7ea64GB\u300114GB<\/td><td>\u7b2c\u4e00\u4ee3\u89c6\u89c9\u8bed\u8a00\u6a21\u578b<\/td><\/tr><tr><td><strong>DeepSeek-Coder v1<\/strong><\/td><td>9<\/td><td>1.3B\uff5e33B<\/td><td>\u7ea62.6\uff5e66GB<\/td><td>\u4ee3\u7801\u57fa\u7840\u6a21\u578b\u548c\u6307\u4ee4\u6a21\u578b<\/td><\/tr><tr><td><strong>DeepSeek-LLM<\/strong><\/td><td>4<\/td><td>7B\u300167B<\/td><td>\u7ea614GB\u3001134GB<\/td><td>DeepSeek\u7b2c\u4e00\u4ee3\u901a\u7528\u8bed\u8a00\u6a21\u578b<\/td><\/tr><tr><td><strong>DeepSeek-MoE<\/strong><\/td><td>2<\/td><td>16B\u7ea7MoE<\/td><td>\u7ea632GB<\/td><td>\u65e9\u671f\u7a00\u758f\u4e13\u5bb6\u6a21\u578b\u7814\u7a76<\/td><\/tr><tr><td><strong>ESFT<\/strong><\/td><td>13<\/td><td>\u5b8c\u6574Lite\u6a21\u578b16B\uff1b\u4e13\u5bb6\u5207\u7247\u7ea60.9B\uff5e2B<\/td><td>\u7ea632GB\uff1b\u4e13\u5bb6\u5207\u7247\u7ea61.8\uff5e4GB<\/td><td>\u4e13\u5bb6\u4e13\u9879\u5fae\u8c03\u5b9e\u9a8c<\/td><\/tr><tr><td><strong>DeepSpec<\/strong><\/td><td>12<\/td><td>\u8349\u7a3f\u6a21\u578b\u7ea60.9B\uff5e3B<\/td><td>\u7ea61.8\uff5e6GB<\/td><td>\u63a8\u6d4b\u89e3\u7801\u52a0\u901f\uff0c\u4e0d\u662f\u72ec\u7acb\u901a\u7528\u804a\u5929\u6a21\u578b<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">V4 \u7684\u53c2\u6570\u548c\u7cbe\u5ea6\u8f83\u7279\u6b8a\uff1aBase\u7248\u672c\u4e3b\u8981\u91c7\u7528FP8\uff1bInstruct\u7248\u672c\u91c7\u7528\u4e13\u5bb6\u53c2\u6570FP4\u3001\u5176\u4ed6\u4e3b\u8981\u53c2\u6570FP8\u7684\u6df7\u5408\u683c\u5f0f\uff0c\u56e0\u6b641.6T\u53c2\u6570\u7684V4-Pro\u6b63\u5f0f\u7248\u672c\u6743\u91cd\u53ea\u6709\u7ea6865GB\uff0c\u800c\u4e0d\u662f3.2TB\u3002(<a href=\"https:\/\/huggingface.co\/deepseek-ai\/DeepSeek-V4-Pro\">Hugging Face<\/a>)<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">V3\u3001V3.1\u3001V3.2\u3001R1\u3001Math-V2\u548cProver-V2-671B\u5747\u4ee5V3\u7cfb671B MoE\u67b6\u6784\u4e3a\u57fa\u7840\u3002\u5b98\u65b9\u67b6\u6784\u901a\u5e38\u79f0\u4e3a <strong>671B\u53c2\u6570<\/strong>\uff0c\u800c Hugging Face \u9875\u9762\u53ef\u80fd\u663e\u793a\u7ea6 <strong>685B tensors<\/strong>\uff1b\u540e\u8005\u8fd8\u53ef\u80fd\u8ba1\u5165\u5171\u4eab\u53c2\u6570\u3001\u8f85\u52a9\u6a21\u5757\u6216\u5b9e\u9645\u5f20\u91cf\u7edf\u8ba1\uff0c\u4e0d\u80fd\u7b80\u5355\u7406\u89e3\u4e3a\u6a21\u578b\u67b6\u6784\u53d1\u751f\u4e86\u53d8\u5316\u3002(<a href=\"https:\/\/huggingface.co\/collections\/deepseek-ai\/deepseek-v32\">Hugging Face<\/a>)<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h4 class=\"wp-block-heading\">\u4e8c\u3001DeepSeek-V4\u7cfb\u5217\uff1a6\u4e2a\u6a21\u578b<\/h4>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>\u6a21\u578b<\/th><th>\u53c2\u6570\u91cf<\/th><th>\u6fc0\u6d3b\u53c2\u6570<\/th><th>\u5b98\u65b9\/\u4f30\u7b97\u6587\u4ef6\u5927\u5c0f<\/th><th>\u8bf4\u660e<\/th><\/tr><\/thead><tbody><tr><td><strong>DeepSeek-V4-Pro<\/strong><\/td><td>1.6T<\/td><td>49B<\/td><td><strong>865GB<\/strong><\/td><td>V4\u65d7\u8230\u6307\u4ee4\u6a21\u578b\uff0cFP4+FP8\u6df7\u5408\u6743\u91cd<\/td><\/tr><tr><td><strong>DeepSeek-V4-Pro-Base<\/strong><\/td><td>1.6T<\/td><td>49B<\/td><td>\u7ea6<strong>1.6TB<\/strong><\/td><td>\u57fa\u7840\u9884\u8bad\u7ec3\u7248\u672c\uff0c\u4e3b\u8981\u4e3aFP8<\/td><\/tr><tr><td><strong>DeepSeek-V4-Pro-DSpark<\/strong><\/td><td>1.6T\u4e3b\u4f53<\/td><td>49B\u4e3b\u4f53<\/td><td>\u7ea6<strong>890GB<\/strong><\/td><td>\u5728Pro\u4e0a\u9644\u52a0DSpark\u63a8\u6d4b\u89e3\u7801\u6a21\u5757<\/td><\/tr><tr><td><strong>DeepSeek-V4-Flash<\/strong><\/td><td>284B<\/td><td>13B<\/td><td><strong>160GB<\/strong><\/td><td>\u8f83\u5c0f\u3001\u8f83\u5feb\u7684V4\u6307\u4ee4\u6a21\u578b<\/td><\/tr><tr><td><strong>DeepSeek-V4-Flash-Base<\/strong><\/td><td>284B<\/td><td>13B<\/td><td><strong>295GB<\/strong><\/td><td>Flash\u57fa\u7840\u9884\u8bad\u7ec3\u7248\u672c\uff0c\u4e3b\u8981\u4e3aFP8<\/td><\/tr><tr><td><strong>DeepSeek-V4-Flash-DSpark<\/strong><\/td><td>284B\u4e3b\u4f53<\/td><td>13B\u4e3b\u4f53<\/td><td><strong>167GB<\/strong><\/td><td>Flash\u52a0DSpark\u8349\u7a3f\u89e3\u7801\u6a21\u5757<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e24\u79cdV4\u6a21\u578b\u5747\u63d0\u4f9b\u6700\u9ad8\u7ea6 <strong>100\u4e07Token\u4e0a\u4e0b\u6587\u957f\u5ea6<\/strong>\u3002DSpark\u7248\u672c\u4e0d\u662f\u91cd\u65b0\u8bad\u7ec3\u51fa\u7684\u5168\u65b0\u57fa\u7840\u6a21\u578b\uff0c\u800c\u662f\u5728\u76f8\u5e94V4\u6a21\u578b\u4e0a\u52a0\u5165\u63a8\u6d4b\u89e3\u7801\u76f8\u5173\u6a21\u5757\uff0c\u4ee5\u63d0\u9ad8\u751f\u6210\u901f\u5ea6\u3002(<a href=\"https:\/\/huggingface.co\/deepseek-ai\/DeepSeek-V4-Pro\">Hugging Face<\/a>)<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h4 class=\"wp-block-heading\">\u4e09\u3001V3.2\u3001V3.1\u4e0eV3\u7cfb\u5217\uff1a10\u4e2a\u6a21\u578b<\/h4>\n\n\n\n<h5 class=\"wp-block-heading\">DeepSeek-V3.2\uff1a4\u4e2a<\/h5>\n\n\n\n<ul class=\"wp-block-list\">\n<li><code>DeepSeek-V3.2<\/code><\/li>\n\n\n\n<li><code>DeepSeek-V3.2-Speciale<\/code><\/li>\n\n\n\n<li><code>DeepSeek-V3.2-Exp<\/code><\/li>\n\n\n\n<li><code>DeepSeek-V3.2-Exp-Base<\/code><\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u4e9b\u6a21\u578b\u5747\u4e3a\u7ea6 <strong>671B\u603b\u53c2\u6570\u300137B\u6fc0\u6d3b\u53c2\u6570<\/strong> \u7684MoE\u6a21\u578b\uff0c\u5b98\u65b9\u539f\u59cb\u6743\u91cd\u4ed3\u5e93\u901a\u5e38\u7ea6 <strong>685GB<\/strong>\u3002\u5176\u4e2d Speciale \u504f\u5411\u9ad8\u5f3a\u5ea6\u63a8\u7406\uff0cExp\u7cfb\u5217\u7528\u4e8e\u9a8c\u8bc1\u7a00\u758f\u6ce8\u610f\u529b\u7b49\u65b0\u673a\u5236\u3002(<a href=\"https:\/\/huggingface.co\/collections\/deepseek-ai\/deepseek-v32\">Hugging Face<\/a>)<\/p>\n\n\n\n<h5 class=\"wp-block-heading\">DeepSeek-V3.1\uff1a3\u4e2a<\/h5>\n\n\n\n<ul class=\"wp-block-list\">\n<li><code>DeepSeek-V3.1<\/code><\/li>\n\n\n\n<li><code>DeepSeek-V3.1-Base<\/code><\/li>\n\n\n\n<li><code>DeepSeek-V3.1-Terminus<\/code><\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u5747\u7ea6 <strong>671B\u603b\u53c2\u6570\u300137B\u6fc0\u6d3b\u53c2\u6570\u3001685GB\u539f\u59cb\u6743\u91cd<\/strong>\u3002Terminus\u662fV3.1\u540e\u7eed\u4fee\u8ba2\u68c0\u67e5\u70b9\uff0c\u91cd\u70b9\u6539\u5584\u8bed\u8a00\u4e00\u81f4\u6027\u3001\u5de5\u5177\u8c03\u7528\u548cAgent\u80fd\u529b\u3002(<a href=\"https:\/\/huggingface.co\/collections\/deepseek-ai\/deepseek-v31\">Hugging Face<\/a>)<\/p>\n\n\n\n<h5 class=\"wp-block-heading\">DeepSeek-V3\uff1a3\u4e2a<\/h5>\n\n\n\n<ul class=\"wp-block-list\">\n<li><code>DeepSeek-V3<\/code><\/li>\n\n\n\n<li><code>DeepSeek-V3-Base<\/code><\/li>\n\n\n\n<li><code>DeepSeek-V3-0324<\/code><\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u5747\u7ea6 <strong>671B\u603b\u53c2\u6570\u300137B\u6fc0\u6d3b\u53c2\u6570\u3001685GB FP8\u6743\u91cd<\/strong>\u3002V3-0324\u662f2025\u5e743\u6708\u53d1\u5e03\u7684\u5347\u7ea7\u68c0\u67e5\u70b9\u3002(<a href=\"https:\/\/huggingface.co\/collections\/deepseek-ai\/deepseek-v3\">Hugging Face<\/a>)<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h4 class=\"wp-block-heading\">\u56db\u3001DeepSeek-R1\u7cfb\u5217\uff1a10\u4e2a\u6a21\u578b<\/h4>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>\u6a21\u578b<\/th><th>\u53c2\u6570\u91cf<\/th><th>\u539f\u59cb\u6587\u4ef6\u5927\u5c0f\u7ea6\u503c<\/th><th>\u9002\u5408\u7684\u90e8\u7f72\u7ea7\u522b<\/th><\/tr><\/thead><tbody><tr><td><strong>DeepSeek-R1<\/strong><\/td><td>671B\uff0c\u7ea637B\u6fc0\u6d3b<\/td><td>685GB<\/td><td>\u591a\u673a\u591a\u5361<\/td><\/tr><tr><td><strong>DeepSeek-R1-Zero<\/strong><\/td><td>671B\uff0c\u7ea637B\u6fc0\u6d3b<\/td><td>685GB<\/td><td>\u7814\u7a76\u7528\u9014\u3001\u591a\u673a\u591a\u5361<\/td><\/tr><tr><td><strong>DeepSeek-R1-0528<\/strong><\/td><td>671B\uff0c\u7ea637B\u6fc0\u6d3b<\/td><td>685GB<\/td><td>\u591a\u673a\u591a\u5361<\/td><\/tr><tr><td><strong>DeepSeek-R1-Distill-Qwen-1.5B<\/strong><\/td><td>1.5B<\/td><td>\u7ea63\uff5e4GB<\/td><td>CPU\u3001\u624b\u673a\u6216\u8fb9\u7f18\u8bbe\u5907\u5b9e\u9a8c<\/td><\/tr><tr><td><strong>DeepSeek-R1-Distill-Qwen-7B<\/strong><\/td><td>7B<\/td><td>\u7ea615GB<\/td><td>\u5355\u5f2016\uff5e24GB\u663e\u5361<\/td><\/tr><tr><td><strong>DeepSeek-R1-Distill-Llama-8B<\/strong><\/td><td>8B<\/td><td>\u7ea616GB<\/td><td>\u5355\u5f2024GB\u663e\u5361<\/td><\/tr><tr><td><strong>DeepSeek-R1-Distill-Qwen-14B<\/strong><\/td><td>14B<\/td><td>\u7ea629\uff5e30GB<\/td><td>32\uff5e48GB\u663e\u5b58<\/td><\/tr><tr><td><strong>DeepSeek-R1-Distill-Qwen-32B<\/strong><\/td><td>32B<\/td><td>\u7ea665\uff5e66GB<\/td><td>80GB\u663e\u5361\u6216\u591a\u5361<\/td><\/tr><tr><td><strong>DeepSeek-R1-Distill-Llama-70B<\/strong><\/td><td>70B<\/td><td>\u7ea6140\uff5e141GB<\/td><td>\u591a\u5f20\u9ad8\u7aefGPU<\/td><\/tr><tr><td><strong>DeepSeek-R1-0528-Qwen3-8B<\/strong><\/td><td>8B<\/td><td>\u7ea616GB<\/td><td>\u5355\u5f2024GB\u663e\u5361<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u5176\u4e2d R1-Zero \u662f\u4e3b\u8981\u4f9d\u9760\u5f3a\u5316\u5b66\u4e60\u3001\u51e0\u4e4e\u4e0d\u7ecf\u8fc7\u4f20\u7edf\u76d1\u7763\u5fae\u8c03\u7684\u5b9e\u9a8c\u7248\u672c\uff1bR1\u662f\u52a0\u5165\u51b7\u542f\u52a8\u6570\u636e\u548c\u591a\u9636\u6bb5\u8bad\u7ec3\u540e\u7684\u6b63\u5f0f\u6a21\u578b\uff1b0528\u662f\u540e\u7eed\u63a8\u7406\u80fd\u529b\u5347\u7ea7\u7248\u672c\u3002\u84b8\u998f\u6a21\u578b\u867d\u7136\u5e26\u6709\u201cR1\u201d\u540d\u79f0\uff0c\u4f46\u5176\u5e95\u5c42\u67b6\u6784\u5206\u522b\u6765\u81eaQwen\u6216Llama\uff0c\u5e76\u4e0d\u662f\u628a671B MoE\u6a21\u578b\u76f4\u63a5\u88c1\u526a\u6210\u5c0f\u6a21\u578b\u3002(<a href=\"https:\/\/huggingface.co\/collections\/deepseek-ai\/deepseek-r1\">Hugging Face<\/a>)<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h4 class=\"wp-block-heading\">\u4e94\u3001\u6570\u5b66\u548c\u5f62\u5f0f\u5316\u8bc1\u660e\u6a21\u578b\uff1a10\u4e2a<\/h4>\n\n\n\n<h5 class=\"wp-block-heading\">DeepSeek-Math\uff1a4\u4e2a<\/h5>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>\u6a21\u578b<\/th><th>\u53c2\u6570\u91cf<\/th><th>\u6587\u4ef6\u5927\u5c0f\u7ea6\u503c<\/th><\/tr><\/thead><tbody><tr><td><code>DeepSeek-Math-V2<\/code><\/td><td>\u7ea6671B\/37B\u6fc0\u6d3b<\/td><td>\u7ea6685GB<\/td><\/tr><tr><td><code>deepseek-math-7b-base<\/code><\/td><td>7B<\/td><td>\u7ea614GB<\/td><\/tr><tr><td><code>deepseek-math-7b-instruct<\/code><\/td><td>7B<\/td><td>\u7ea614GB<\/td><\/tr><tr><td><code>deepseek-math-7b-rl<\/code><\/td><td>7B<\/td><td>\u7ea614GB<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">Math-V2\u5efa\u7acb\u5728V3\u7cfb\u5927\u6a21\u578b\u4e4b\u4e0a\uff0c\u91cd\u70b9\u63d0\u5347\u53ef\u9a8c\u8bc1\u6570\u5b66\u63a8\u7406\uff1b\u65e9\u671f7B\u7cfb\u5217\u5206\u522b\u5bf9\u5e94\u57fa\u7840\u3001\u6307\u4ee4\u5fae\u8c03\u548c\u5f3a\u5316\u5b66\u4e60\u7248\u672c\u3002(<a href=\"https:\/\/huggingface.co\/collections\/deepseek-ai\/deepseek-math\">Hugging Face<\/a>)<\/p>\n\n\n\n<h5 class=\"wp-block-heading\">DeepSeek-Prover\uff1a6\u4e2a<\/h5>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>\u6a21\u578b<\/th><th>\u53c2\u6570\u91cf<\/th><th>\u6587\u4ef6\u5927\u5c0f\u7ea6\u503c<\/th><\/tr><\/thead><tbody><tr><td><code>DeepSeek-Prover-V2-671B<\/code><\/td><td>671B\/37B\u6fc0\u6d3b<\/td><td>\u7ea6685GB<\/td><\/tr><tr><td><code>DeepSeek-Prover-V2-7B<\/code><\/td><td>7B<\/td><td>\u7ea614GB<\/td><\/tr><tr><td><code>DeepSeek-Prover-V1.5-Base<\/code><\/td><td>7B<\/td><td>\u7ea614GB<\/td><\/tr><tr><td><code>DeepSeek-Prover-V1.5-SFT<\/code><\/td><td>7B<\/td><td>\u7ea614GB<\/td><\/tr><tr><td><code>DeepSeek-Prover-V1.5-RL<\/code><\/td><td>7B<\/td><td>\u7ea614GB<\/td><\/tr><tr><td><code>DeepSeek-Prover-V1<\/code><\/td><td>7B<\/td><td>\u7ea614GB<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u7ec4\u6a21\u578b\u4e3b\u8981\u7528\u4e8e\u5c06\u81ea\u7136\u8bed\u8a00\u6570\u5b66\u95ee\u9898\u8f6c\u6362\u6210Lean\u5f62\u5f0f\u5316\u8bc1\u660e\uff0c\u5e76\u81ea\u52a8\u641c\u7d22\u548c\u9a8c\u8bc1\u8bc1\u660e\u8fc7\u7a0b\u3002(<a href=\"https:\/\/huggingface.co\/collections\/deepseek-ai\/deepseek-prover\">Hugging Face<\/a>)<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h4 class=\"wp-block-heading\">\u516d\u3001DeepSeek-V2\u3001V2.5\u548cCoder-V2\uff1a12\u4e2a<\/h4>\n\n\n\n<h5 class=\"wp-block-heading\">DeepSeek-V2\/V2.5\uff1a7\u4e2a<\/h5>\n\n\n\n<ul class=\"wp-block-list\">\n<li><code>DeepSeek-V2<\/code><\/li>\n\n\n\n<li><code>DeepSeek-V2-Chat<\/code><\/li>\n\n\n\n<li><code>DeepSeek-V2-Chat-0628<\/code><\/li>\n\n\n\n<li><code>DeepSeek-V2-Lite<\/code><\/li>\n\n\n\n<li><code>DeepSeek-V2-Lite-Chat<\/code><\/li>\n\n\n\n<li><code>DeepSeek-V2.5<\/code><\/li>\n\n\n\n<li><code>DeepSeek-V2.5-1210<\/code><\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">V2\u548cV2.5\u4e3b\u4f53\u7ea6\u4e3a <strong>236B\u603b\u53c2\u6570\u300121B\u6fc0\u6d3b\u53c2\u6570<\/strong>\u3002\u539f\u59cbBF16\u6743\u91cd\u7406\u8bba\u4e0a\u7ea6472GB\uff0c\u5b9e\u9645\u5b8c\u6574\u4ed3\u5e93\u901a\u5e38\u7ea6 <strong>470\uff5e480GB<\/strong>\u3002Lite\u7248\u672c\u7ea616B\uff0cBF16\u6587\u4ef6\u7ea6 <strong>32GB<\/strong>\u3002V2.5\u662fV2\u901a\u7528\u80fd\u529b\u548cCoder\u80fd\u529b\u7684\u878d\u5408\u5347\u7ea7\u7248\u3002(<a href=\"https:\/\/huggingface.co\/deepseek-ai\/DeepSeek-V2?utm_source=chatgpt.com\">Hugging Face<\/a>)<\/p>\n\n\n\n<h5 class=\"wp-block-heading\">DeepSeek-Coder-V2\uff1a5\u4e2a<\/h5>\n\n\n\n<ul class=\"wp-block-list\">\n<li><code>DeepSeek-Coder-V2-Base<\/code><\/li>\n\n\n\n<li><code>DeepSeek-Coder-V2-Instruct<\/code><\/li>\n\n\n\n<li><code>DeepSeek-Coder-V2-Instruct-0724<\/code><\/li>\n\n\n\n<li><code>DeepSeek-Coder-V2-Lite-Base<\/code><\/li>\n\n\n\n<li><code>DeepSeek-Coder-V2-Lite-Instruct<\/code><\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u5b8c\u6574\u7248\u7ea6 <strong>236B\u603b\u53c2\u6570\u300121B\u6fc0\u6d3b\u53c2\u6570\u3001470\uff5e480GB BF16\u6587\u4ef6<\/strong>\uff1bLite\u7248\u7ea6 <strong>16B\u300132GB<\/strong>\u3002\u4e3b\u8981\u7528\u4e8e\u4ee3\u7801\u751f\u6210\u3001\u4ee3\u7801\u8865\u5168\u3001\u8c03\u8bd5\u3001\u6570\u5b66\u548c\u4ed3\u5e93\u7ea7\u4ee3\u7801\u7406\u89e3\u3002(<a href=\"https:\/\/huggingface.co\/collections\/deepseek-ai\/deepseekcoder-v2\">Hugging Face<\/a>)<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h4 class=\"wp-block-heading\">\u4e03\u3001\u591a\u6a21\u6001\u548cOCR\u6a21\u578b\uff1a13\u4e2a<\/h4>\n\n\n\n<h5 class=\"wp-block-heading\">DeepSeek-OCR\uff1a2\u4e2a<\/h5>\n\n\n\n<ul class=\"wp-block-list\">\n<li><code>DeepSeek-OCR<\/code><\/li>\n\n\n\n<li><code>DeepSeek-OCR-2<\/code><\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">OCR-2\u516c\u5f00\u53c2\u6570\u89c4\u6a21\u7ea6 <strong>3B<\/strong>\uff0cBF16\u539f\u59cb\u6587\u4ef6\u7ea6 <strong>6GB<\/strong>\uff1b\u7b2c\u4e00\u4ee3OCR\u4e5f\u5904\u4e8e\u76f8\u8fd1\u91cf\u7ea7\u3002\u8fd9\u4e00\u7cfb\u5217\u4e0d\u4ec5\u8bc6\u522b\u6587\u5b57\uff0c\u8fd8\u5c06\u9ad8\u5206\u8fa8\u7387\u6587\u6863\u538b\u7f29\u4e3a\u8f83\u5c11\u7684\u89c6\u89c9Token\uff0c\u4ee5\u964d\u4f4e\u957f\u6587\u6863\u5904\u7406\u6210\u672c\u3002(<a href=\"https:\/\/huggingface.co\/deepseek-ai\/DeepSeek-OCR-2\">Hugging Face<\/a>)<\/p>\n\n\n\n<h5 class=\"wp-block-heading\">DeepSeek-VL2\uff1a3\u4e2a<\/h5>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>\u6a21\u578b<\/th><th>\u603b\u53c2\u6570<\/th><th>\u6bcfToken\u6fc0\u6d3b\u53c2\u6570<\/th><th>\u6587\u4ef6\u5927\u5c0f\u7ea6\u503c<\/th><\/tr><\/thead><tbody><tr><td><code>deepseek-vl2-tiny<\/code><\/td><td>\u7ea63B<\/td><td>\u7ea61.0B<\/td><td>\u7ea66GB<\/td><\/tr><tr><td><code>deepseek-vl2-small<\/code><\/td><td>\u7ea616B<\/td><td>\u7ea62.8B<\/td><td>\u7ea632GB<\/td><\/tr><tr><td><code>deepseek-vl2<\/code><\/td><td>\u7ea627B<\/td><td>\u7ea64.5B<\/td><td>\u7ea654GB<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">VL2\u91c7\u7528MoE\u8bed\u8a00\u6a21\u578b\u4e0e\u89c6\u89c9\u7f16\u7801\u5668\u7ec4\u5408\uff0c\u9002\u5408\u56fe\u50cf\u95ee\u7b54\u3001OCR\u3001\u56fe\u8868\u3001\u7f51\u9875\u622a\u56fe\u548c\u591a\u56fe\u7406\u89e3\u3002(<a href=\"https:\/\/huggingface.co\/collections\/deepseek-ai\/deepseek-vl2\">Hugging Face<\/a>)<\/p>\n\n\n\n<h5 class=\"wp-block-heading\">DeepSeek-VL\u7b2c\u4e00\u4ee3\uff1a4\u4e2a<\/h5>\n\n\n\n<ul class=\"wp-block-list\">\n<li><code>deepseek-vl-1.3b-base<\/code><\/li>\n\n\n\n<li><code>deepseek-vl-1.3b-chat<\/code><\/li>\n\n\n\n<li><code>deepseek-vl-7b-base<\/code><\/li>\n\n\n\n<li><code>deepseek-vl-7b-chat<\/code><\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">1.3B\u578b\u53f7\u56e0\u4e3a\u8fd8\u5305\u62ec\u89c6\u89c9\u7f16\u7801\u5668\u548c\u6295\u5f71\u5c42\uff0c\u6574\u4e2a\u4ed3\u5e93\u7684\u5f20\u91cf\u89c4\u6a21\u63a5\u8fd12B\uff0cBF16\u6587\u4ef6\u7ea6 <strong>4GB<\/strong>\uff1b7B\u578b\u53f7\u7ea6 <strong>14GB<\/strong>\u3002(<a href=\"https:\/\/huggingface.co\/collections\/deepseek-ai\/deepseek-vl\">Hugging Face<\/a>)<\/p>\n\n\n\n<h5 class=\"wp-block-heading\">Janus\uff1a4\u4e2a<\/h5>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>\u6a21\u578b<\/th><th>\u53c2\u6570\u91cf<\/th><th>\u6587\u4ef6\u5927\u5c0f\u7ea6\u503c<\/th><\/tr><\/thead><tbody><tr><td><code>Janus-1.3B<\/code><\/td><td>1.3B\u8bed\u8a00\u4e3b\u4f53\uff0c\u5b8c\u6574\u4ed3\u5e93\u7ea62B\u7ea7<\/td><td>\u7ea64GB<\/td><\/tr><tr><td><code>JanusFlow-1.3B<\/code><\/td><td>1.3B\u8bed\u8a00\u4e3b\u4f53\uff0c\u5b8c\u6574\u4ed3\u5e93\u7ea62B\u7ea7<\/td><td>\u7ea64GB<\/td><\/tr><tr><td><code>Janus-Pro-1B<\/code><\/td><td>\u7ea61B<\/td><td>\u7ea62\uff5e3GB<\/td><\/tr><tr><td><code>Janus-Pro-7B<\/code><\/td><td>\u7ea67B<\/td><td>\u7ea614GB<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">Janus\u5c06\u89c6\u89c9\u7406\u89e3\u548c\u56fe\u50cf\u751f\u6210\u653e\u5165\u540c\u4e00\u6846\u67b6\uff1bJanusFlow\u8fdb\u4e00\u6b65\u63a2\u7d22\u81ea\u56de\u5f52\u8bed\u8a00\u6a21\u578b\u4e0e\u6d41\u5339\u914d\u56fe\u50cf\u751f\u6210\u7684\u7ed3\u5408\u3002(<a href=\"https:\/\/huggingface.co\/collections\/deepseek-ai\/janus\">Hugging Face<\/a>)<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h4 class=\"wp-block-heading\">\u516b\u3001\u7b2c\u4e00\u4ee3\u8bed\u8a00\u548c\u4ee3\u7801\u6a21\u578b\uff1a15\u4e2a<\/h4>\n\n\n\n<h5 class=\"wp-block-heading\">DeepSeek-LLM\uff1a4\u4e2a<\/h5>\n\n\n\n<ul class=\"wp-block-list\">\n<li><code>deepseek-llm-7b-base<\/code>\uff1a7B\uff0c\u7ea614GB<\/li>\n\n\n\n<li><code>deepseek-llm-7b-chat<\/code>\uff1a7B\uff0c\u7ea614GB<\/li>\n\n\n\n<li><code>deepseek-llm-67b-base<\/code>\uff1a67B\uff0c\u7ea6134GB<\/li>\n\n\n\n<li><code>deepseek-llm-67b-chat<\/code>\uff1a67B\uff0c\u7ea6134GB<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u662fDeepSeek\u8f83\u65e9\u671f\u7684\u901a\u7528Dense\u8bed\u8a00\u6a21\u578b\u7cfb\u5217\u3002(<a href=\"https:\/\/huggingface.co\/deepseek-ai\/models?p=3\">Hugging Face<\/a>)<\/p>\n\n\n\n<h5 class=\"wp-block-heading\">DeepSeek-MoE\uff1a2\u4e2a<\/h5>\n\n\n\n<ul class=\"wp-block-list\">\n<li><code>deepseek-moe-16b-base<\/code><\/li>\n\n\n\n<li><code>deepseek-moe-16b-chat<\/code><\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u603b\u53c2\u6570\u7ea616B\uff0c\u539f\u59cbBF16\u6587\u4ef6\u7ea6 <strong>32GB<\/strong>\u3002\u8fd9\u662fDeepSeek\u65e9\u671f\u9a8c\u8bc1\u7ec6\u7c92\u5ea6\u4e13\u5bb6\u5212\u5206\u548c\u5171\u4eab\u4e13\u5bb6\u673a\u5236\u7684\u91cd\u8981\u6a21\u578b\u3002(<a href=\"https:\/\/huggingface.co\/deepseek-ai\/models?p=3\">Hugging Face<\/a>)<\/p>\n\n\n\n<h5 class=\"wp-block-heading\">DeepSeek-Coder\u7b2c\u4e00\u4ee3\uff1a9\u4e2a<\/h5>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>\u6a21\u578b<\/th><th>\u53c2\u6570\u91cf<\/th><th>\u6587\u4ef6\u5927\u5c0f\u7ea6\u503c<\/th><\/tr><\/thead><tbody><tr><td><code>deepseek-coder-1.3b-base<\/code><\/td><td>1.3B<\/td><td>\u7ea62.6GB<\/td><\/tr><tr><td><code>deepseek-coder-1.3b-instruct<\/code><\/td><td>1.3B<\/td><td>\u7ea62.6GB<\/td><\/tr><tr><td><code>deepseek-coder-5.7bmqa-base<\/code><\/td><td>5.7B<\/td><td>\u7ea611\uff5e12GB<\/td><\/tr><tr><td><code>deepseek-coder-6.7b-base<\/code><\/td><td>6.7B<\/td><td>\u7ea613\uff5e14GB<\/td><\/tr><tr><td><code>deepseek-coder-6.7b-instruct<\/code><\/td><td>6.7B<\/td><td>\u7ea613\uff5e14GB<\/td><\/tr><tr><td><code>deepseek-coder-7b-base-v1.5<\/code><\/td><td>7B<\/td><td>\u7ea614GB<\/td><\/tr><tr><td><code>deepseek-coder-7b-instruct-v1.5<\/code><\/td><td>7B<\/td><td>\u7ea614GB<\/td><\/tr><tr><td><code>deepseek-coder-33b-base<\/code><\/td><td>33B<\/td><td>\u7ea666GB<\/td><\/tr><tr><td><code>deepseek-coder-33b-instruct<\/code><\/td><td>33B<\/td><td>\u7ea666GB<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u4e9b\u6a21\u578b\u8986\u76d6Python\u3001C\/C++\u3001Java\u3001Go\u7b49\u591a\u79cd\u7f16\u7a0b\u8bed\u8a00\uff0cBase\u7248\u672c\u9002\u5408\u7ee7\u7eed\u9884\u8bad\u7ec3\uff0cInstruct\u7248\u672c\u9002\u5408\u81ea\u7136\u8bed\u8a00\u7f16\u7a0b\u6307\u4ee4\u3002(<a href=\"https:\/\/huggingface.co\/deepseek-ai\/deepseek-coder-33b-instruct?utm_source=chatgpt.com\">Hugging Face<\/a>)<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h4 class=\"wp-block-heading\">\u4e5d\u3001ESFT\u9886\u57df\u4e13\u5bb6\u6a21\u578b\uff1a13\u4e2a<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">ESFT\u5373 Expert-Specialized Fine-Tuning\uff0c\u662f\u5728DeepSeek-V2-Lite\u4e13\u5bb6\u7ed3\u6784\u4e0a\uff0c\u53ea\u9009\u62e9\u6216\u5fae\u8c03\u7279\u5b9a\u4e13\u5bb6\u7684\u7814\u7a76\u9879\u76ee\u3002(<a href=\"https:\/\/huggingface.co\/collections\/deepseek-ai\/esft\">Hugging Face<\/a>)<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5b8c\u6574\u6a21\u578b\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><code>ESFT-vanilla-lite<\/code>\uff1a\u7ea616B\uff0c\u7ea632GB<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">12\u4e2a\u4e13\u5bb6\u5207\u7247\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><code>ESFT-gate-translation-lite<\/code><\/li>\n\n\n\n<li><code>ESFT-token-translation-lite<\/code><\/li>\n\n\n\n<li><code>ESFT-gate-math-lite<\/code><\/li>\n\n\n\n<li><code>ESFT-token-math-lite<\/code><\/li>\n\n\n\n<li><code>ESFT-gate-law-lite<\/code><\/li>\n\n\n\n<li><code>ESFT-token-law-lite<\/code><\/li>\n\n\n\n<li><code>ESFT-gate-code-lite<\/code><\/li>\n\n\n\n<li><code>ESFT-token-code-lite<\/code><\/li>\n\n\n\n<li><code>ESFT-gate-intent-lite<\/code><\/li>\n\n\n\n<li><code>ESFT-token-intent-lite<\/code><\/li>\n\n\n\n<li><code>ESFT-gate-summary-lite<\/code><\/li>\n\n\n\n<li><code>ESFT-token-summary-lite<\/code><\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u4e9b\u4e13\u5bb6\u6743\u91cd\u7ea6\u4e3a <strong>0.9B\uff5e2B<\/strong>\uff0c\u539f\u59cb\u6587\u4ef6\u901a\u5e38\u7ea6 <strong>1.8\uff5e4GB<\/strong>\u3002\u5b83\u4eec\u4e0d\u662f\u5b8c\u6574\u901a\u7528\u6a21\u578b\uff0c\u4e00\u822c\u9700\u8981\u914d\u5408\u76f8\u5e94\u57fa\u7840\u6a21\u578b\u6216\u7528\u4e8eESFT\u5b9e\u9a8c\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h4 class=\"wp-block-heading\">\u5341\u3001DeepSpec\u63a8\u6d4b\u89e3\u7801\u6a21\u578b\uff1a12\u4e2a<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u4e9b\u6a21\u578b\u662f\u7ed9Qwen3\u3001Gemma 4\u7b49\u76ee\u6807\u6a21\u578b\u751f\u6210\u5019\u9009Token\u7684\u201c\u8349\u7a3f\u6a21\u578b\u201d\uff0c\u4e3b\u8981\u7528\u4e8e\u63d0\u9ad8\u63a8\u7406\u901f\u5ea6\uff0c\u4e0d\u5e94\u6309\u72ec\u7acbDeepSeek\u804a\u5929\u6a21\u578b\u7406\u89e3\u3002(<a href=\"https:\/\/huggingface.co\/collections\/deepseek-ai\/deepspec\">Hugging Face<\/a>)<\/p>\n\n\n\n<h5 class=\"wp-block-heading\">DSpark\uff1a4\u4e2a<\/h5>\n\n\n\n<ul class=\"wp-block-list\">\n<li><code>dspark_qwen3_4b_block7<\/code>\uff1a\u7ea61B\uff0c\u7ea62GB<\/li>\n\n\n\n<li><code>dspark_qwen3_8b_block7<\/code>\uff1a\u7ea62B\uff0c\u7ea64GB<\/li>\n\n\n\n<li><code>dspark_qwen3_14b_block7<\/code>\uff1a\u7ea63B\uff0c\u7ea66GB<\/li>\n\n\n\n<li><code>dspark_gemma4_12b_block7<\/code>\uff1a\u7ea63B\uff0c\u7ea66GB<\/li>\n<\/ul>\n\n\n\n<h5 class=\"wp-block-heading\">DFlash\uff1a4\u4e2a<\/h5>\n\n\n\n<ul class=\"wp-block-list\">\n<li><code>dflash_qwen3_4b_block7<\/code>\uff1a\u7ea61B\uff0c\u7ea62GB<\/li>\n\n\n\n<li><code>dflash_qwen3_8b_block7<\/code>\uff1a\u7ea62B\uff0c\u7ea64GB<\/li>\n\n\n\n<li><code>dflash_qwen3_14b_block7<\/code>\uff1a\u7ea63B\uff0c\u7ea66GB<\/li>\n\n\n\n<li><code>dflash_gemma4_12b_block7<\/code>\uff1a\u7ea63B\uff0c\u7ea66GB<\/li>\n<\/ul>\n\n\n\n<h5 class=\"wp-block-heading\">Eagle3\uff1a4\u4e2a<\/h5>\n\n\n\n<ul class=\"wp-block-list\">\n<li><code>eagle3_qwen3_4b_ttt7<\/code>\uff1a\u7ea60.9B\uff0c\u7ea61.8GB<\/li>\n\n\n\n<li><code>eagle3_qwen3_8b_ttt7<\/code>\uff1a\u7ea62B\uff0c\u7ea64GB<\/li>\n\n\n\n<li><code>eagle3_qwen3_14b_ttt7<\/code>\uff1a\u7ea62B\uff0c\u7ea64GB<\/li>\n\n\n\n<li><code>eagle3_gemma4_12b_ttt7<\/code>\uff1a\u7ea62B\uff0c\u7ea64GB<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h4 class=\"wp-block-heading\">\u5341\u4e00\u3001\u672c\u5730\u90e8\u7f72\u65f6\u5e94\u5982\u4f55\u7406\u89e3\u8fd9\u4e9b\u6587\u4ef6\u5927\u5c0f<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">\u539f\u59cb\u5b98\u65b9\u6743\u91cd\u5927\u5c0f\u5e76\u4e0d\u7b49\u4e8e\u5b9e\u9645\u672c\u5730\u90e8\u7f72\u5fc5\u987b\u5360\u7528\u7684\u663e\u5b58\u3002\u4f8b\u5982\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>\u53c2\u6570\u89c4\u6a21<\/th><th>BF16\u539f\u59cb\u6743\u91cd<\/th><th>8bit\u91cf\u5316\u7ea6\u503c<\/th><th>4bit\u91cf\u5316\u7ea6\u503c<\/th><th>\u5e38\u89c1\u90e8\u7f72\u65b9\u5f0f<\/th><\/tr><\/thead><tbody><tr><td>1.5B<\/td><td>3GB<\/td><td>1.5\uff5e2GB<\/td><td>0.9\uff5e1.2GB<\/td><td>CPU\u3001\u624b\u673a\u3001\u8fb9\u7f18\u8bbe\u5907<\/td><\/tr><tr><td>7B<\/td><td>14GB<\/td><td>7\uff5e8GB<\/td><td>4\uff5e5GB<\/td><td>8GB\u663e\u5b58\u53ef\u5c1d\u8bd5\uff0c12GB\u66f4\u7a33\u59a5<\/td><\/tr><tr><td>14B<\/td><td>28\uff5e30GB<\/td><td>15\uff5e17GB<\/td><td>8\uff5e10GB<\/td><td>12\uff5e16GB\u663e\u5b58<\/td><\/tr><tr><td>32B<\/td><td>64\uff5e66GB<\/td><td>34\uff5e38GB<\/td><td>18\uff5e22GB<\/td><td>24GB\u663e\u5361<\/td><\/tr><tr><td>67\uff5e70B<\/td><td>134\uff5e141GB<\/td><td>72\uff5e80GB<\/td><td>38\uff5e48GB<\/td><td>48GB\u663e\u5b58\u6216\u591a\u5361<\/td><\/tr><tr><td>236B MoE<\/td><td>\u7ea6472GB<\/td><td>\u7ea6240GB<\/td><td>\u7ea6125\uff5e145GB<\/td><td>\u591a\u5361\u670d\u52a1\u5668<\/td><\/tr><tr><td>671B MoE<\/td><td>\u7ea6685GB FP8<\/td><td>\u2014<\/td><td>\u5e38\u89c1\u91cf\u5316\u7ea6350\uff5e450GB<\/td><td>\u591a\u8282\u70b9\u6216\u5927\u578b\u670d\u52a1\u5668<\/td><\/tr><tr><td>V4-Pro 1.6T<\/td><td>865GB\u6df7\u5408FP4\/FP8<\/td><td>\u2014<\/td><td>\u5df2\u90e8\u5206\u91c7\u7528FP4<\/td><td>\u5927\u578b\u591a\u8282\u70b9\u96c6\u7fa4<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd8\u5fc5\u987b\u4e3a KV Cache\u3001\u63a8\u7406\u6846\u67b6\u3001\u6fc0\u6d3b\u5f20\u91cf\u548c\u7cfb\u7edf\u7f13\u5b58\u9884\u7559\u7a7a\u95f4\u3002\u7279\u522b\u662f\u957f\u4e0a\u4e0b\u6587\u6a21\u578b\uff0c\u4e0a\u4e0b\u6587\u4ece\u51e0\u5343Token\u589e\u52a0\u5230\u51e0\u5341\u4e07\u751a\u81f3100\u4e07Token\u540e\uff0cKV Cache\u53ef\u80fd\u6bd4\u6a21\u578b\u6743\u91cd\u672c\u8eab\u66f4\u65e9\u6210\u4e3a\u663e\u5b58\u74f6\u9888\u3002<\/p>\n\n\n\n<h5 class=\"wp-block-heading\">\u603b\u7ed3<\/h5>\n\n\n\n<p class=\"wp-block-paragraph\">DeepSeek\u76ee\u524d\u7684\u5f00\u653e\u6743\u91cd\u4f53\u7cfb\u5df2\u7ecf\u4ece\u65e9\u671f\u7684 <strong>7B\/67B Dense\u6a21\u578b<\/strong>\uff0c\u53d1\u5c55\u5230\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>V4-Pro\uff1a1.6T\u603b\u53c2\u6570\u300149B\u6fc0\u6d3b\u3001865GB\u6743\u91cd<\/strong><\/li>\n\n\n\n<li><strong>V4-Flash\uff1a284B\u603b\u53c2\u6570\u300113B\u6fc0\u6d3b\u3001160GB\u6743\u91cd<\/strong><\/li>\n\n\n\n<li><strong>V3\/R1\u7cfb\u5217\uff1a671B\u603b\u53c2\u6570\u300137B\u6fc0\u6d3b\u3001\u7ea6685GB\u6743\u91cd<\/strong><\/li>\n\n\n\n<li><strong>V2\u7cfb\u5217\uff1a236B\u603b\u53c2\u6570\u300121B\u6fc0\u6d3b\u3001\u7ea6472GB\u6743\u91cd<\/strong><\/li>\n\n\n\n<li><strong>1.5B\uff5e70B\u7684R1\u84b8\u998f\u6a21\u578b<\/strong><\/li>\n\n\n\n<li>\u8986\u76d6\u4ee3\u7801\u3001\u6570\u5b66\u3001\u5b9a\u7406\u8bc1\u660e\u3001OCR\u3001\u89c6\u89c9\u7406\u89e3\u3001\u56fe\u50cf\u751f\u6210\u3001\u9886\u57df\u4e13\u5bb6\u548c\u63a8\u6d4b\u89e3\u7801\u7684\u5b8c\u6574\u6a21\u578b\u77e9\u9635<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u4ece\u4e00\u822c\u4e2a\u4eba\u6216\u4f01\u4e1a\u672c\u5730\u90e8\u7f72\u89d2\u5ea6\u770b\uff0c\u6700\u5177\u5b9e\u9645\u53ef\u64cd\u4f5c\u6027\u7684\u4ecd\u662f <strong>R1\u84b8\u998f1.5B\uff5e32B\u3001Coder 7B\/33B\u3001Math 7B\u3001VL2-Tiny\u4ee5\u53caJanus-Pro-7B<\/strong>\uff1bV3\u3001R1\u5b8c\u6574\u7248\u548cV4\u5219\u4e3b\u8981\u9762\u5411\u591a\u5361\u670d\u52a1\u5668\u6216\u6570\u636e\u4e2d\u5fc3\u96c6\u7fa4\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u622a\u81f3 2026\u5e747\u670823\u65e5\uff0cDeepSeek \u5b98\u65b9 Hugging Face \u8d26\u53f7\u5171\u6709 101 \u4e2a\u516c\u5f00\u6a21\u578b\u4ed3\u5e93 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center 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center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[8],"tags":[39,96,86],"class_list":["post-7060","post","type-post","status-publish","format-standard","hentry","category-tech","tag-ai","tag-deepseek","tag-llm"],"rttpg_featured_image_url":null,"rttpg_author":{"display_name":"NullThought","author_link":"https:\/\/nullthought.net\/?author=1"},"rttpg_comment":0,"rttpg_category":"<a href=\"https:\/\/nullthought.net\/?cat=8\" rel=\"category\">Tech<\/a>","rttpg_excerpt":"\u622a\u81f3 2026\u5e747\u670823\u65e5\uff0cDeepSeek \u5b98\u65b9 Hugging Face \u8d26\u53f7\u5171\u6709 101 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