{"id":26388,"date":"2025-02-22T15:50:20","date_gmt":"2025-02-22T07:50:20","guid":{"rendered":"https:\/\/www.aisharenet.com\/?p=26388"},"modified":"2025-02-22T15:50:20","modified_gmt":"2025-02-22T07:50:20","slug":"deepseek-r1-qiyeba","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/de\/deepseek-r1-qiyeba\/","title":{"rendered":"Deepseek R1 \u4f01\u4e1a\u672c\u5730\u90e8\u7f72\u5b8c\u5168\u624b\u518c"},"content":{"rendered":"<h2>\u4e00\u3001\u7b80\u4ecb<\/h2>\n<p><a href=\"https:\/\/www.kdjingpai.com\/de\/deepseek-chatshena\/\">Deepseek<\/a> R1 \u662f\u4e00\u6b3e\u652f\u6301\u590d\u6742\u63a8\u7406\u3001\u591a\u6a21\u6001\u5904\u7406\u3001\u6280\u672f\u6587\u6863\u751f\u6210\u7684\u9ad8\u6027\u80fd\u901a\u7528\u5927\u8bed\u8a00\u6a21\u578b\u3002\u672c\u624b\u518c\u4e3a\u6280\u672f\u56e2\u961f\u63d0\u4f9b\u5b8c\u6574\u7684\u672c\u5730\u90e8\u7f72\u6307\u5357\uff0c\u6db5\u76d6\u786c\u4ef6\u914d\u7f6e\u3001\u56fd\u4ea7\u82af\u7247\u9002\u914d\u3001\u91cf\u5316\u65b9\u6848\u3001\u5f02\u6784\u65b9\u6848\u3001\u4e91\u7aef\u66ff\u4ee3\u65b9\u6848\u53ca\u5b8c\u6574671B MoE\u6a21\u578b\u7684\u90e8\u7f72\u65b9\u6cd5\u3002<\/p>\n<h2>\u4e8c\u3001\u672c\u5730\u90e8\u7f72\u6838\u5fc3\u914d\u7f6e\u8981\u6c42<\/h2>\n<h3>1. \u6a21\u578b\u53c2\u6570\u4e0e\u786c\u4ef6\u5bf9\u5e94\u8868<\/h3>\n<table>\n<thead>\n<tr>\n<th>\u6a21\u578b\u53c2\u6570 (B)<\/th>\n<th>Windows \u914d\u7f6e\u8981\u6c42<\/th>\n<th>Mac \u914d\u7f6e\u8981\u6c42<\/th>\n<th>\u9002\u7528\u573a\u666f<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>1.5B<\/td>\n<td>&#8211; RAM: 4GB- GPU: \u96c6\u6210\u663e\u5361\/\u73b0\u4ee3CPU- \u5b58\u50a8\uff1a5GB<\/td>\n<td>&#8211; \u5185\u5b58: 8GB (M1\/M2\/M3)- \u5b58\u50a8\uff1a5GB<\/td>\n<td>\u7b80\u5355\u6587\u672c\u751f\u6210\u3001\u57fa\u7840\u4ee3\u7801\u8865\u5168<\/td>\n<\/tr>\n<tr>\n<td>7B<\/td>\n<td>&#8211; RAM: 8-10GB- GPU: GTX 1680 (4-bit \u91cf\u5316)- \u5b58\u50a8\uff1a8GB<\/td>\n<td>&#8211; \u5185\u5b58: 16GB (M2 Pro\/M3)- \u5b58\u50a8\uff1a8GB<\/td>\n<td>\u4e2d\u7b49\u590d\u6742\u5ea6\u95ee\u7b54\u3001\u4ee3\u7801\u8c03\u8bd5<\/td>\n<\/tr>\n<tr>\n<td>8B<\/td>\n<td>&#8211; RAM: 16GB- GPU: RTX 4080 (16GB VRAM)- \u5b58\u50a8\uff1a10GB<\/td>\n<td>&#8211; \u5185\u5b58: 32GB (M3 Max)- \u5b58\u50a8\uff1a10GB<\/td>\n<td>\u4e2d\u7b49\u590d\u6742\u5ea6\u63a8\u7406\u3001\u6587\u6863\u751f\u6210<\/td>\n<\/tr>\n<tr>\n<td>14B<\/td>\n<td>&#8211; RAM: 24GB- GPU: RTX 3090 (24GB VRAM)<\/td>\n<td>&#8211; \u5185\u5b58: 32GB (M3 Max)- \u5b58\u50a8\uff1a20GB<\/td>\n<td>\u590d\u6742\u63a8\u7406\u3001\u6280\u672f\u6587\u6863\u751f\u6210<\/td>\n<\/tr>\n<tr>\n<td>32B<\/td>\n<td>\u4f01\u4e1a\u7ea7\u90e8\u7f72\uff08\u9700\u591a\u5361\u5e76\u8054\uff09<\/td>\n<td>\u6682\u4e0d\u652f\u6301<\/td>\n<td>\u79d1\u7814\u8ba1\u7b97\u3001\u5927\u89c4\u6a21\u6570\u636e\u5904\u7406<\/td>\n<\/tr>\n<tr>\n<td>70B<\/td>\n<td>\u4f01\u4e1a\u7ea7\u90e8\u7f72\uff08\u9700\u591a\u5361\u5e76\u8054\uff09<\/td>\n<td>\u6682\u4e0d\u652f\u6301<\/td>\n<td>\u5927\u89c4\u6a21\u63a8\u7406\u3001\u8d85\u590d\u6742\u4efb\u52a1<\/td>\n<\/tr>\n<tr>\n<td>671B<\/td>\n<td>\u4f01\u4e1a\u7ea7\u90e8\u7f72\uff08\u9700\u591a\u5361\u5e76\u8054\uff09<\/td>\n<td>\u6682\u4e0d\u652f\u6301<\/td>\n<td>\u8d85\u5927\u89c4\u6a21\u79d1\u7814\u8ba1\u7b97\u3001\u9ad8\u6027\u80fd\u8ba1\u7b97<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3>2. \u7b97\u529b\u9700\u6c42\u5206\u6790<\/h3>\n<table>\n<thead>\n<tr>\n<th>\u6a21\u578b\u7248\u672c<\/th>\n<th>\u53c2\u6570 (B)<\/th>\n<th>\u8ba1\u7b97\u7cbe\u5ea6<\/th>\n<th>\u6a21\u578b\u5927\u5c0f<\/th>\n<th>VRAM \u8981\u6c42 (GB)<\/th>\n<th>\u53c2\u8003 GPU \u914d\u7f6e<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td><a href=\"https:\/\/www.kdjingpai.com\/de\/deepseek-r1nenglixiang\/\">DeepSeek-R1<\/a><\/td>\n<td>671B<\/td>\n<td>FP8<\/td>\n<td>~1,342GB<\/td>\n<td>\u22651,342GB<\/td>\n<td>\u591a GPU \u914d\u7f6e\uff08\u5982\uff1aNVIDIA A100 80GB * 16\uff09<\/td>\n<\/tr>\n<tr>\n<td>DeepSeek-R1-Distill-Llama-70B<\/td>\n<td>70B<\/td>\n<td>BF16<\/td>\n<td>43GB<\/td>\n<td>~32.7GB<\/td>\n<td>\u591a GPU \u914d\u7f6e\uff08\u5982\uff1aNVIDIA A100 80GB * 2\uff09<\/td>\n<\/tr>\n<tr>\n<td>DeepSeek-R1-Distill-Qwen-32B<\/td>\n<td>32B<\/td>\n<td>BF16<\/td>\n<td>20GB<\/td>\n<td>~14.9GB<\/td>\n<td>\u591a GPU \u914d\u7f6e\uff08\u5982\uff1aNVIDIA RTX 4090 * 4\uff09<\/td>\n<\/tr>\n<tr>\n<td>DeepSeek-R1-Distill-Qwen-14B<\/td>\n<td>14B<\/td>\n<td>BF16<\/td>\n<td>9GB<\/td>\n<td>~6.5GB<\/td>\n<td>NVIDIA RTX 3080 10GB \u6216\u66f4\u9ad8<\/td>\n<\/tr>\n<tr>\n<td>DeepSeek-R1-Distill-Llama-8B<\/td>\n<td>8B<\/td>\n<td>BF16<\/td>\n<td>4.9GB<\/td>\n<td>~3.7GB<\/td>\n<td>NVIDIA RTX 3070 8GB \u6216\u66f4\u9ad8<\/td>\n<\/tr>\n<tr>\n<td>DeepSeek-R1-Distill-Qwen-7B<\/td>\n<td>7B<\/td>\n<td>BF16<\/td>\n<td>4.7GB<\/td>\n<td>~3.3GB<\/td>\n<td>NVIDIA RTX 3070 8GB \u6216\u66f4\u9ad8<\/td>\n<\/tr>\n<tr>\n<td>DeepSeek-R1-Distill-Qwen-1.5B<\/td>\n<td>1.5B<\/td>\n<td>BF16<\/td>\n<td>1.1GB<\/td>\n<td>~0.7GB<\/td>\n<td>NVIDIA RTX 3060 12GB \u6216\u66f4\u9ad8<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-26389\" title=\"Deepseek R1 \u4f01\u4e1a\u672c\u5730\u90e8\u7f72\u5b8c\u5168\u624b\u518c-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/02\/aa83698a04ebeeb.jpg\" alt=\"Deepseek R1 \u4f01\u4e1a\u672c\u5730\u90e8\u7f72\u5b8c\u5168\u624b\u518c-1\" width=\"1611\" height=\"1068\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/02\/aa83698a04ebeeb.jpg 1611w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/02\/aa83698a04ebeeb-768x509.jpg 768w\" sizes=\"auto, (max-width: 1611px) 100vw, 1611px\" \/><\/p>\n<h4>\u8865\u5145\u8bf4\u660e\uff1a<\/h4>\n<ol>\n<li><strong>VRAM \u8981\u6c42<\/strong>\uff1a\u8868\u4e2d\u5217\u51fa\u7684 VRAM \u9700\u6c42\u4e3a\u6700\u4f4e\u8981\u6c42\uff0c\u5b9e\u9645\u90e8\u7f72\u65f6\u5efa\u8bae\u9884\u7559 20%-30% \u7684\u989d\u5916\u663e\u5b58\u4ee5\u5e94\u5bf9\u6a21\u578b\u52a0\u8f7d\u548c\u8fd0\u884c\u4e2d\u7684\u5cf0\u503c\u9700\u6c42\u3002<\/li>\n<li><strong>\u591a GPU \u914d\u7f6e<\/strong>\uff1a\u5bf9\u4e8e\u5927\u89c4\u6a21\u6a21\u578b\uff08\u5982 32B+\uff09\uff0c\u5efa\u8bae\u4f7f\u7528\u591a GPU \u5e76\u8054\u4ee5\u63d0\u5347\u8ba1\u7b97\u6548\u7387\u548c\u7a33\u5b9a\u6027\u3002<\/li>\n<li><strong>\u8ba1\u7b97\u7cbe\u5ea6<\/strong>\uff1aFP8 \u548c BF16 \u4e3a\u5f53\u524d\u4e3b\u6d41\u7684\u9ad8\u6548\u8ba1\u7b97\u7cbe\u5ea6\uff0c\u80fd\u591f\u5728\u4fdd\u8bc1\u6a21\u578b\u6027\u80fd\u7684\u540c\u65f6\u964d\u4f4e\u663e\u5b58\u5360\u7528\u3002<\/li>\n<li><strong>\u9002\u7528\u573a\u666f<\/strong>\uff1a\u4e0d\u540c\u53c2\u6570\u89c4\u6a21\u7684\u6a21\u578b\u9002\u7528\u4e8e\u4e0d\u540c\u590d\u6742\u5ea6\u7684\u4efb\u52a1\uff0c\u7528\u6237\u53ef\u6839\u636e\u5b9e\u9645\u9700\u6c42\u9009\u62e9\u5408\u9002\u7684\u6a21\u578b\u7248\u672c\u3002<\/li>\n<li><strong>\u4f01\u4e1a\u7ea7\u90e8\u7f72<\/strong>\uff1a\u5bf9\u4e8e 671B \u7b49\u8d85\u5927\u89c4\u6a21\u6a21\u578b\uff0c\u5efa\u8bae\u4f7f\u7528\u4e13\u4e1a\u7ea7 GPU \u96c6\u7fa4\uff08\u5982 NVIDIA A100\uff09\u8fdb\u884c\u90e8\u7f72\uff0c\u4ee5\u6ee1\u8db3\u9ad8\u6027\u80fd\u8ba1\u7b97\u9700\u6c42\u3002<\/li>\n<\/ol>\n<h2>\u4e09\u3001\u56fd\u4ea7\u82af\u7247\u4e0e\u786c\u4ef6\u9002\u914d\u65b9\u6848<\/h2>\n<h3>1. \u56fd\u5185\u751f\u6001\u5408\u4f5c\u4f19\u4f34\u52a8\u6001<\/h3>\n<table>\n<thead>\n<tr>\n<th>\u4f01\u4e1a<\/th>\n<th>\u9002\u914d\u5185\u5bb9<\/th>\n<th>\u6027\u80fd\u5bf9\u6807 (vs NVIDIA)<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u534e\u4e3a\u6607\u817e<\/td>\n<td>\u6607\u817e 910B \u539f\u751f\u652f\u6301 R1 \u5168\u7cfb\u5217\uff0c\u63d0\u4f9b\u7aef\u5230\u7aef\u63a8\u7406\u4f18\u5316<\/td>\n<td><\/td>\n<\/tr>\n<tr>\n<td>\u6c90\u66e6 GPU<\/td>\n<td>MXN \u7cfb\u5217\u652f\u6301 70B \u6a21\u578b BF16 \u63a8\u7406\uff0c\u663e\u5b58\u5229\u7528\u7387\u63d0\u5347 30%<\/td>\n<td>\u7b49\u6548 RTX 3090<\/td>\n<\/tr>\n<tr>\n<td>\u6d77\u5149 DCU<\/td>\n<td>\u9002\u914d V3\/R1 \u6a21\u578b\uff0c\u6027\u80fd\u5bf9\u6807 NVIDIA A100<\/td>\n<td>\u7b49\u6548 A100 (BF16)<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3>2. \u56fd\u4ea7\u786c\u4ef6\u63a8\u8350\u914d\u7f6e<\/h3>\n<table>\n<thead>\n<tr>\n<th>\u6a21\u578b\u53c2\u6570<\/th>\n<th>\u63a8\u8350\u65b9\u6848<\/th>\n<th>\u9002\u7528\u573a\u666f<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>1.5B<\/td>\n<td>\u592a\u521d T100 \u52a0\u901f\u5361<\/td>\n<td>\u4e2a\u4eba\u5f00\u53d1\u8005\u539f\u578b\u9a8c\u8bc1<\/td>\n<\/tr>\n<tr>\n<td>14B<\/td>\n<td>\u6606\u4ed1\u82af K200 \u96c6\u7fa4<\/td>\n<td>\u4f01\u4e1a\u7ea7\u590d\u6742\u4efb\u52a1\u63a8\u7406<\/td>\n<\/tr>\n<tr>\n<td>32B<\/td>\n<td>\u58c1\u5f7b\u7b97\u529b\u5e73\u53f0 + \u6607\u817e 910B \u96c6\u7fa4<\/td>\n<td>\u79d1\u7814\u8ba1\u7b97\u4e0e\u591a\u6a21\u6001\u5904\u7406<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>\u56db\u3001\u4e91\u7aef\u90e8\u7f72\u66ff\u4ee3\u65b9\u6848<\/h2>\n<h3>1. \u56fd\u5185\u4e91\u670d\u52a1\u5546\u63a8\u8350<\/h3>\n<table>\n<thead>\n<tr>\n<th>\u5e73\u53f0<\/th>\n<th>\u6838\u5fc3\u4f18\u52bf<\/th>\n<th>\u9002\u7528\u573a\u666f<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td><a href=\"https:\/\/www.kdjingpai.com\/de\/siliconflowguiji\/\">\u7845\u57fa\u6d41\u52a8<\/a><\/td>\n<td>\u5b98\u65b9\u63a8\u8350 API\uff0c\u4f4e\u5ef6\u8fdf\uff0c\u652f\u6301\u591a\u6a21\u6001\u6a21\u578b<\/td>\n<td>\u4f01\u4e1a\u7ea7\u9ad8\u5e76\u53d1\u63a8\u7406<\/td>\n<\/tr>\n<tr>\n<td>\u817e\u8baf\u4e91<\/td>\n<td>\u4e00\u952e\u90e8\u7f72 + \u9650\u65f6\u514d\u8d39\u4f53\u9a8c\uff0c\u652f\u6301 VPC \u79c1\u6709\u5316<\/td>\n<td>\u4e2d\u5c0f\u89c4\u6a21\u6a21\u578b\u5feb\u901f\u4e0a\u7ebf<\/td>\n<\/tr>\n<tr>\n<td>PPIO \u6d3e\u6b27\u4e91<\/td>\n<td>\u4ef7\u683c\u4ec5\u4e3a OpenAI 1\/20\uff0c\u6ce8\u518c\u8d60 5000 \u4e07 <a href=\"https:\/\/www.kdjingpai.com\/de\/tokenization\/\">tokens<\/a><\/td>\n<td>\u4f4e\u6210\u672c\u5c1d\u9c9c\u4e0e\u6d4b\u8bd5<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3>2. \u56fd\u9645\u63a5\u5165\u6e20\u9053\uff08\u9700\u9b54\u6cd5\u6216\u5916\u4f01\u4e0a\u7f51\u73af\u5883\uff09<\/h3>\n<ul>\n<li>\u82f1\u4f1f\u8fbe NIM\uff1a\u4f01\u4e1a\u7ea7 GPU \u96c6\u7fa4\u90e8\u7f72\uff08\u94fe\u63a5)<\/li>\n<li>Groq\uff1a\u8d85\u4f4e\u5ef6\u8fdf\u63a8\u7406\uff08\u94fe\u63a5)<\/li>\n<\/ul>\n<h2>\u4e94\u3001Ollama+Unsloth \u90e8\u7f72<\/h2>\n<h3>1. \u91cf\u5316\u65b9\u6848\u4e0e\u6a21\u578b\u9009\u62e9<\/h3>\n<table>\n<thead>\n<tr>\n<th>\u91cf\u5316\u7248\u672c<\/th>\n<th>\u6587\u4ef6\u4f53\u79ef<\/th>\n<th>\u6700\u4f4e\u5185\u5b58 + \u663e\u5b58\u9700\u6c42<\/th>\n<th>\u9002\u7528\u573a\u666f<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>DeepSeek-R1-UD-IQ1_M<\/td>\n<td>158GB<\/td>\n<td>\u2265200GB<\/td>\n<td>\u6d88\u8d39\u7ea7\u786c\u4ef6\uff08\u5982 Mac Studio\uff09<\/td>\n<\/tr>\n<tr>\n<td>DeepSeek-R1-Q4_K_M<\/td>\n<td>404 GB<\/td>\n<td>\u2265500GB<\/td>\n<td>\u9ad8\u6027\u80fd\u670d\u52a1\u5668\/\u4e91 GPU<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h4>\u4e0b\u8f7d\u5730\u5740\uff1a<\/h4>\n<ul>\n<li>HuggingFace \u6a21\u578b\u5e93<\/li>\n<li><a href=\"https:\/\/www.kdjingpai.com\/de\/unsloth\/\">Unsloth<\/a> AI \u5b98\u65b9\u8bf4\u660e<\/li>\n<\/ul>\n<h3>2. \u786c\u4ef6\u914d\u7f6e\u5efa\u8bae<\/h3>\n<table>\n<thead>\n<tr>\n<th>\u786c\u4ef6\u7c7b\u578b<\/th>\n<th>\u63a8\u8350\u914d\u7f6e<\/th>\n<th>\u6027\u80fd\u8868\u73b0\uff08\u77ed\u6587\u672c\u751f\u6210\uff09<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u6d88\u8d39\u7ea7\u8bbe\u5907<\/td>\n<td>Mac Studio\uff08192GB \u7edf\u4e00\u5185\u5b58\uff09<\/td>\n<td>10+ token\/\u79d2<\/td>\n<\/tr>\n<tr>\n<td>\u9ad8\u6027\u80fd\u670d\u52a1\u5668<\/td>\n<td>4 RTX 4090 (96GB \u663e\u5b58 + 384GB \u5185\u5b58)<\/td>\n<td>7-8 token\/\u79d2\uff08\u6df7\u5408\u63a8\u7406\uff09<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3>3. \u90e8\u7f72\u6b65\u9aa4\uff08Linux \u793a\u4f8b\uff09<\/h3>\n<h4>1. \u5b89\u88c5\u4f9d\u8d56\u5de5\u5177\uff1a<\/h4>\n<pre><code># \u5b89\u88c5 llama.cpp\uff08\u7528\u4e8e\u5408\u5e76\u5206\u7247\u6587\u4ef6\uff09\r\n\/bin\/bash -c \"$(curl -fsSL https:\/\/raw.githubusercontent.com\/Homebrew\/install\/HEAD\/install.sh)\"\r\nbrew install <a href=\"https:\/\/www.kdjingpai.com\/de\/llamacpp\/\">llama.cpp<\/a>\r\n<\/code><\/pre>\n<h4>2. \u4e0b\u8f7d\u5e76\u5408\u5e76\u6a21\u578b\u5206\u7247\uff1a<\/h4>\n<pre><code>llama-gguf-split --merge DeepSeek-R1-UD-IQ1_M-00001-of-00004.gguf DeepSeek-R1-UD-IQ1_S.gguf\r\n<\/code><\/pre>\n<h4>3. \u5b89\u88c5 Ollama\uff1a<\/h4>\n<pre><code>curl -fsSL https:\/\/ollama.com\/install.sh | sh\r\n<\/code><\/pre>\n<h4>4. \u521b\u5efa Modelfile\uff1a<\/h4>\n<pre><code>FROM \/path\/to\/DeepSeek-R1-UD-IQ1_M.gguf\r\nPARAMETER num_gpu 28  # \u6bcf\u5757 RTX 4090 \u52a0\u8f7d 7 \u5c42\uff08\u5171 4 \u5361\uff09\r\nPARAMETER num_ctx 2048\r\nPARAMETER temperature 0.6\r\nTEMPLATE \"&lt;|end\u2581of\u2581thinking $|&gt;{{{ .Prompt }}}&lt;|end\u2581of\u2581thinking|&gt;\"\r\n<\/code><\/pre>\n<h4>5. \u8fd0\u884c\u6a21\u578b\uff1a<\/h4>\n<pre><code><a href=\"https:\/\/www.kdjingpai.com\/de\/ollama\/\">ollama<\/a> create DeepSeek-R1-UD-IQ1_M -f DeepSeekQ1_Modelfile\r\n<\/code><\/pre>\n<h3>4. \u6027\u80fd\u8c03\u4f18\u4e0e\u6d4b\u8bd5<\/h3>\n<ul>\n<li><strong>GPU \u5229\u7528\u7387\u4f4e<\/strong>\uff1a\u5347\u7ea7\u9ad8\u5e26\u5bbd\u5185\u5b58\uff08\u5982 DDR5 5600+\uff09\u3002<\/li>\n<li><strong>\u6269\u5c55\u4ea4\u6362\u7a7a\u95f4<\/strong>\uff1a<\/li>\n<\/ul>\n<pre><code>sudo fallocate -l 100G \/swapfile\r\nsudo chmod 600 \/swapfile\r\nsudo mkswap \/swapfile\r\nsudo swapon \/swapfile\r\n<\/code><\/pre>\n<h4>\u6ee1\u8840 671B \u90e8\u7f72\u547d\u4ee4<\/h4>\n<ul>\n<li><strong>VLLM<\/strong>\uff1a<\/li>\n<\/ul>\n<pre><code><a href=\"https:\/\/www.kdjingpai.com\/de\/vllm\/\">vllm<\/a> serve deepseek-ai\/deepseek-r1-671b --tensor-parallel-size 2 --max-model-len 32768 --enforce-eager\r\n<\/code><\/pre>\n<ul>\n<li><strong>SGLang<\/strong>\uff1a<\/li>\n<\/ul>\n<pre><code>python3 -m sglang.launch_server --model deepseek-ai\/deepseek-r1-671b --trust-remote-code --tp 2\r\n<\/code><\/pre>\n<h2>\u516d\u3001\u6ce8\u610f\u4e8b\u9879\u4e0e\u98ce\u9669\u63d0\u793a<\/h2>\n<h3>1. \u6210\u672c\u8b66\u793a\uff1a<\/h3>\n<ul>\n<li><strong>70B \u6a21\u578b<\/strong>\uff1a\u9700 3 \u5f20\u4ee5\u4e0a 80G \u663e\u5b58\u663e\u5361\uff08\u5982 RTX A6000\uff09\uff0c\u5355\u5361\u7528\u6237\u4e0d\u53ef\u884c\u3002<\/li>\n<li><strong>671B \u6a21\u578b<\/strong>\uff1a\u9700 8xH100 \u96c6\u7fa4\uff0c\u4ec5\u9650\u8d85\u7b97\u4e2d\u5fc3\u90e8\u7f72\u3002<\/li>\n<\/ul>\n<h3>2. \u66ff\u4ee3\u65b9\u6848\uff1a<\/h3>\n<ul>\n<li>\u4e2a\u4eba\u7528\u6237\u63a8\u8350\u4f7f\u7528\u4e91\u7aef API\uff08\u5982\u7845\u57fa\u6d41\u52a8\uff09\uff0c\u514d\u8fd0\u7ef4\u4e14\u5408\u89c4\u3002<\/li>\n<\/ul>\n<h3>3. \u56fd\u4ea7\u786c\u4ef6\u517c\u5bb9\u6027\uff1a<\/h3>\n<ul>\n<li>\u9700\u4f7f\u7528\u5b9a\u5236\u7248\u6846\u67b6\uff08\u5982\u6607\u817e CANN\u3001\u6c90\u66e6 MXMLLM\uff09\u3002<\/li>\n<\/ul>\n<h2>\u4e03\u3001\u9644\u5f55\uff1a\u6280\u672f\u652f\u6301\u4e0e\u8d44\u6e90<\/h2>\n<ul>\n<li><strong>\u534e\u4e3a\u6607\u817e<\/strong>\uff1a\u6607\u817e\u4e91\u670d\u52a1<\/li>\n<li><strong>\u6c90\u66e6 GPU<\/strong>\uff1a\u514d\u8d39 API \u4f53\u9a8c<\/li>\n<li><strong>\u674e\u9521\u6db5\u535a\u5ba2<\/strong>\uff1a\u5b8c\u6574\u90e8\u7f72\u6559\u7a0b<\/li>\n<\/ul>\n<h2>\u516b\u3001\u5f02\u6784 GPUStack \u65b9\u6848<\/h2>\n<h3>GPUStack \u5f00\u6e90\u9879\u76ee<\/h3>\n<p>https:\/\/github.com\/gpustack\/gpustack\/<\/p>\n<h3>\u6a21\u578b\u8d44\u6e90\u6d4b\u7b97\u5de5\u5177<\/h3>\n<ul>\n<li><strong>GGUF Parser<\/strong>\uff08https:\/\/github.com\/gpustack\/gguf-parser-go\uff09\u7528\u4e8e\u624b\u52a8\u8ba1\u7b97\u663e\u5b58\u9700\u6c42\u3002<\/li>\n<\/ul>\n<h3>GPUStack<\/h3>\n<h3>DeepSeek \u5168\u5e73\u53f0\u79c1\u6709\u90e8\u7f72<\/h3>\n<table>\n<thead>\n<tr>\n<th>Model<\/th>\n<th>Context Size<\/th>\n<th>VRAM Requirement<\/th>\n<th>Recommended GPUs<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>R1-Distill-Qwen-1.5B (Q4_K_M)<\/td>\n<td>32K<\/td>\n<td>2.86 GiB<\/td>\n<td>RTX 4060 8GB, MacBook Pro M4 Max 36G<\/td>\n<\/tr>\n<tr>\n<td>R1-Distill-Qwen-1.5B (Q8_0)<\/td>\n<td>32K<\/td>\n<td>3.47 GiB<\/td>\n<td>RTX 4060 8GB, MacBook Pro M4 Max 36G<\/td>\n<\/tr>\n<tr>\n<td>R1-Distill-Qwen-1.5B (FP16)<\/td>\n<td>32K<\/td>\n<td>4.82 GiB<\/td>\n<td>RTX 4060 8GB, MacBook Pro M4 Max 36G<\/td>\n<\/tr>\n<tr>\n<td>R1-Distill-Qwen-7B (Q4_K_M)<\/td>\n<td>32K<\/td>\n<td>7.90 GiB<\/td>\n<td>RTX 4070 12GB, MacBook Pro M4 Max 36G<\/td>\n<\/tr>\n<tr>\n<td>R1-Distill-Qwen-7B (Q8_0)<\/td>\n<td>32K<\/td>\n<td>10.83 GiB<\/td>\n<td>RTX 4080 16GB, MacBook Pro M4 Max 36G<\/td>\n<\/tr>\n<tr>\n<td>R1-Distill-Qwen-7B (FP16)<\/td>\n<td>32K<\/td>\n<td>17.01 GiB<\/td>\n<td>RTX 4090 24GB, MacBook Pro M4 Max 36G<\/td>\n<\/tr>\n<tr>\n<td>R1-Distill-Llama-8B (Q4_K_M)<\/td>\n<td>32K<\/td>\n<td>10.64 GiB<\/td>\n<td>RTX 4080 16GB, MacBook Pro M4 Max 36G<\/td>\n<\/tr>\n<tr>\n<td>R1-Distill-Llama-8B (Q8_0)<\/td>\n<td>32K<\/td>\n<td>13.77 GiB<\/td>\n<td>RTX 4080 16GB, MacBook Pro M4 Max 36G<\/td>\n<\/tr>\n<tr>\n<td>R1-Distill-Llama-8B (FP16)<\/td>\n<td>32K<\/td>\n<td>20.32 GiB<\/td>\n<td>RTX 4090 24GB, MacBook Pro M4 Max 36G<\/td>\n<\/tr>\n<tr>\n<td>R1-Distill-Qwen-14B (Q4_K_M)<\/td>\n<td>32K<\/td>\n<td>16.80 GiB<\/td>\n<td>RTX 4090 24GB, MacBook Pro M4 Max 36G<\/td>\n<\/tr>\n<tr>\n<td>R1-Distill-Qwen-14B (Q8_0)<\/td>\n<td>32K<\/td>\n<td>22.69 GiB<\/td>\n<td>RTX 4090 24GB, MacBook Pro M4 Max 36G<\/td>\n<\/tr>\n<tr>\n<td>R1-Distill-Qwen-14B (FP16)<\/td>\n<td>32K<\/td>\n<td>34.91 GiB<\/td>\n<td>RTX 4090 24GB x2, MacBook Pro M4 Max 48G<\/td>\n<\/tr>\n<tr>\n<td>R1-Distill-Qwen-32B (Q4_K_M)<\/td>\n<td>32K<\/td>\n<td>28.92 GiB<\/td>\n<td>RTX 4080 16GB x2, MacBook Pro M4 Max 48G<\/td>\n<\/tr>\n<tr>\n<td>R1-Distill-Qwen-32B (Q8_0)<\/td>\n<td>32K<\/td>\n<td>42.50 GiB<\/td>\n<td>RTX 4090 24GB x3, MacBook Pro M4 Max 64G<\/td>\n<\/tr>\n<tr>\n<td>R1-Distill-Qwen-32B (FP16)<\/td>\n<td>32K<\/td>\n<td>70.43 GiB<\/td>\n<td>RTX 4090 24GB x4, MacBook Pro M4 Max 128G<\/td>\n<\/tr>\n<tr>\n<td>R1-Distill-Llama-70B (Q4_K_M)<\/td>\n<td>32K<\/td>\n<td>53.41 GiB<\/td>\n<td>RTX 4090 24GB x5, A100 80GB x1, MacBook Pro M4 Max 128G<\/td>\n<\/tr>\n<tr>\n<td>R1-Distill-Llama-70B (Q8_0)<\/td>\n<td>32K<\/td>\n<td>83.15 GiB<\/td>\n<td>RTX 4090 24GB x5, MacBook Pro M4 Max 128G<\/td>\n<\/tr>\n<tr>\n<td>R1-Distill-Llama-70B (FP16)<\/td>\n<td>32K<\/td>\n<td>143.83 GiB<\/td>\n<td>A100 80GB x2, Mac Studio M2 Ultra 192G<\/td>\n<\/tr>\n<tr>\n<td>R1-671B (UD-IQ1_S)<\/td>\n<td>32K<\/td>\n<td>225.27 GiB<\/td>\n<td>A100 80GB x4, Mac Studio M2 Ultra 192G<\/td>\n<\/tr>\n<tr>\n<td>R1-671B (UD-IQ1_M)<\/td>\n<td>32K<\/td>\n<td>251.99 GiB<\/td>\n<td>A100 80GB x4, Mac Studio M2 Ultra 192G x2<\/td>\n<\/tr>\n<tr>\n<td>R1-671B (UD-IQ2_XXS)<\/td>\n<td>32K<\/td>\n<td>277.36 GiB<\/td>\n<td>A100 80GB x5, Mac Studio M2 Ultra 192G x2<\/td>\n<\/tr>\n<tr>\n<td>R1-671B (UD-Q2_K_XL)<\/td>\n<td>32K<\/td>\n<td>305.71 GiB<\/td>\n<td>A100 80GB x5, Mac Studio M2 Ultra 192G x2<\/td>\n<\/tr>\n<tr>\n<td>R1-671B (Q2_K_XS)<\/td>\n<td>32K<\/td>\n<td>300.73 GiB<\/td>\n<td>A100 80GB x5, Mac Studio M2 Ultra 192G x2<\/td>\n<\/tr>\n<tr>\n<td>R1-671B (Q2_K\/Q2_K_L)<\/td>\n<td>32K<\/td>\n<td>322.14 GiB<\/td>\n<td>A100 80GB x6, Mac Studio M2 Ultra 192G x2<\/td>\n<\/tr>\n<tr>\n<td>R1-671B (Q3_K_M)<\/td>\n<td>32K<\/td>\n<td>392.06 GiB<\/td>\n<td>A100 80GB x7<\/td>\n<\/tr>\n<tr>\n<td>R1-671B (Q4_K_M)<\/td>\n<td>32K<\/td>\n<td>471.33 GiB<\/td>\n<td>A100 80GB x8<\/td>\n<\/tr>\n<tr>\n<td>R1-671B (Q5_K_M)<\/td>\n<td>32K<\/td>\n<td>537.31 GiB<\/td>\n<td>A100 80GB x9<\/td>\n<\/tr>\n<tr>\n<td>R1-671B (Q6_K)<\/td>\n<td>32K<\/td>\n<td>607.42 GiB<\/td>\n<td>A100 80GB x11<\/td>\n<\/tr>\n<tr>\n<td>R1-671B (Q8_0)<\/td>\n<td>32K<\/td>\n<td>758.54 GiB<\/td>\n<td>A100 80GB x13<\/td>\n<\/tr>\n<tr>\n<td>R1-671B (FP8)<\/td>\n<td>32K<\/td>\n<td>805.2 GiB<\/td>\n<td>H200 141GB x8<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>\u7ed3\u8bed<\/h2>\n<p><a href=\"https:\/\/www.kdjingpai.com\/de\/deepseek-r1nenglixiang\/\">Deepseek R1<\/a> \u7684\u672c\u5730\u5316\u90e8\u7f72\u9700\u8981\u6781\u9ad8\u7684\u786c\u4ef6\u6295\u5165\u548c\u6280\u672f\u95e8\u69db\uff0c\u4e2a\u4eba\u7528\u6237\u52a1\u5fc5\u8c28\u614e\uff0c\u4f01\u4e1a\u7528\u6237\u5e94\u5145\u5206\u8bc4\u4f30\u9700\u6c42\u4e0e\u6210\u672c\u3002\u901a\u8fc7\u56fd\u4ea7\u5316\u9002\u914d\u4e0e\u4e91\u7aef\u670d\u52a1\uff0c\u53ef\u4ee5\u663e\u8457\u964d\u4f4e\u98ce\u9669\u5e76\u63d0\u5347\u6548\u7387\u3002\u6280\u672f\u65e0\u6b62\u5883\uff0c\u7406\u6027\u89c4\u5212\u65b9\u80fd\u964d\u672c\u589e\u6548\uff01<\/p>\n<h2>\u5168\u7403\u4f01\u4e1a\u4e2a\u4eba\u6e20\u9053\u9644\u8868<\/h2>\n<ol>\n<li>\u79d8\u5854\u641c\u7d22<\/li>\n<li>360\u7eb3\u7c73AI\u641c\u7d22<\/li>\n<li>\u7845\u57fa\u6d41\u52a8<\/li>\n<li>\u5b57\u8282\u8df3\u52a8\u706b\u5c71\u5f15\u64ce<\/li>\n<li>\u767e\u5ea6\u4e91\u5343\u5e06<\/li>\n<li>\u82f1\u4f1f\u8fbeNIM<\/li>\n<li><a href=\"https:\/\/www.kdjingpai.com\/de\/groqaidamoxingbai\/\">Groq<\/a><\/li>\n<li>Fireworks<\/li>\n<li>Chutes<\/li>\n<li>Github<\/li>\n<li><a href=\"https:\/\/www.kdjingpai.com\/de\/poeai\/\">POE<\/a><\/li>\n<li><a href=\"https:\/\/www.kdjingpai.com\/de\/cursoryuaigongtong\/\">Cursor<\/a><\/li>\n<li><a href=\"https:\/\/www.kdjingpai.com\/de\/monica\/\">Monica<\/a><\/li>\n<li>Lambda<\/li>\n<li><a href=\"https:\/\/www.kdjingpai.com\/de\/cerebras\/\">Cerebras<\/a><\/li>\n<li><a href=\"https:\/\/www.kdjingpai.com\/de\/perplexity-aizhiming\/\">Perplexity<\/a><\/li>\n<li>\u963f\u91cc\u5df4\u5df4\u4e91\u767e\u70bc<\/li>\n<\/ol>\n<p>\u4e3a\u9700\u8981\u9b54\u6cd5\u6216\u5916\u4f01\u4e0a\u7f51\u73af\u5883<\/p>\n<h2>\u82af\u7247\u4f01\u4e1a\u652f\u6301\u9644\u8868<\/h2>\n<h3>\u88681\uff1a\u652f\u6301 DeepSeek-R1 \u7684\u4e91\u5382\u5546<\/h3>\n<table>\n<thead>\n<tr>\n<th>\u65e5\u671f<\/th>\n<th>\u540d\u79f0\/\u7f51\u5740<\/th>\n<th>\u53d1\u5e03\u76f8\u5173\u4fe1\u606f<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>1\u6708 28\u65e5<\/td>\n<td><a href=\"https:\/\/www.kdjingpai.com\/de\/wuwenxinqiongqiba\/\">\u65e0\u95ee\u82af\u7a79<\/a><\/td>\n<td>\u5f02\u6784\u4e91\u7684\u7edd\u5999\u7ec4\u5408<\/td>\n<\/tr>\n<tr>\n<td>1\u6708 28\u65e5<\/td>\n<td>PPIO\u6d3e\u6b27\u4e91<\/td>\n<td>\u91cd\u78c5\uff01DeepSeek-R1\u4e0a\u7ebfPPIO\u6d3e\u6b27\u7b97\u529b\u4e91<\/td>\n<\/tr>\n<tr>\n<td>2\u67081 \u65e5<\/td>\n<td>\u7845\u57fa\u6d41\u52a8 x \u534e\u4e3a<\/td>\n<td>\u9996\u53d1!\u7845\u57fa\u6d41\u52a8x\u534e\u4e3a\u4e91\u8054\u5408\u63a8\u51fa\u57fa\u4e8e\u6607\u817e\u4e91\u7684DeepSeekR1&amp;V3\u63a8\u7406\u670d\u52a1\uff01<\/td>\n<\/tr>\n<tr>\n<td>2\u67082 \u65e5<\/td>\n<td>Z stark(\u4e91\u8f74\u79d1\u6280)<\/td>\n<td>\u9996\u53d1!ZStack\u667a\u5854\u652f\u6301DeepSeekV3\/R1\/JanusPro,\u591a\u79cd\u56fd\u4ea7CPU\/GPU\u53ef\u79c1\u6709\u5316\u90e8\u7f72<\/td>\n<\/tr>\n<tr>\n<td>2\u67083 \u65e5<\/td>\n<td>\u767e\u5ea6\u667a\u80fd\u4e91\u5343\u5e06<\/td>\n<td>\u767e\u5ea6\u667a\u80fd\u4e91\u5343\u5e06\u5168\u9762\u652f\u6301DeepSeek-R1\/V3\u8c03\u7528\uff0c\u4ef7\u683c\u8d85\u4f4e<\/td>\n<\/tr>\n<tr>\n<td>2\u67083 \u65e5<\/td>\n<td>\u8d85\u7b97\u4e92\u8054\u7f51<\/td>\n<td>\u8d85\u7b97\u4e92\u8054\u7f51\u4e0a\u7ebfDeepSeek\u7cfb\u5217\u6a21\u578b\uff0c\u63d0\u4f9b\u8d85\u667a\u878d\u5408\u7b97\u529b\u652f\u6301<\/td>\n<\/tr>\n<tr>\n<td>2\u67084 \u65e5<\/td>\n<td>\u534e\u4e3a(\u6607\u817e\u793e\u533a)<\/td>\n<td>\u6607\u817e\u86c7\u5e74\u5f00\u5de5\u9001\u5927\u793c\uff0cDeepSeek\u7cfb\u5217\u65b0\u6a21\u578b\u6b63\u5f0f\u4e0a\u7ebf\u6607\u817e\u793e\u533a<\/td>\n<\/tr>\n<tr>\n<td>2\u67084 \u65e5<\/td>\n<td>\u8def\u6668x\u534e\u4e3a\u6607\u817e<\/td>\n<td>\u8def\u6668x\u534e\u4e3a\u6607\u817e\uff0c\u643a\u624b\u63a8\u51fa\u57fa\u4e8e\u56fd\u4ea7\u7b97\u529b\u7684DeepSeekR1\u7cfb\u5217\u63a8\u7406API\u53ca\u4e91\u955c\u50cf\u670d\u52a1<\/td>\n<\/tr>\n<tr>\n<td>2\u67084 \u65e5<\/td>\n<td>\u9752\u4e91\u79d1\u6280<\/td>\n<td>\u9650\u65f6\u514d\u8d39\uff0c\u4e00\u952e\u90e8\u7f72!\u57fa\u77f3\u667a\u7b97\u6b63\u5f0f\u4e0a\u7ebfDeepSeek-R1\u7cfb\u5217\u6a21\u578b<\/td>\n<\/tr>\n<tr>\n<td>2\u67084 \u65e5<\/td>\n<td>\u5929\u6570\u667a\u82af<\/td>\n<td>\u4e00\u5929\u9002\u914d\uff01\u5929\u6570\u667a\u82af\u8054\u5408GiteeAi\u6b63\u5f0f\u4e0a\u7ebfDeepseekR1\u6a21\u578b\u670d\u52a1<\/td>\n<\/tr>\n<tr>\n<td>2\u67084 \u65e5<\/td>\n<td>\u6469\u5c14\u7ebf\u7a0b<\/td>\n<td>\u81f4\u656cDeepseek\uff1a\u4ee5\u56fd\u4ea7GPU\u4e3a\u57fa\uff0c\u71ce\u539f\u4e2d\u56fdAl\u751f\u6001\u4e4b\u706b<\/td>\n<\/tr>\n<tr>\n<td>2\u67084 \u65e5<\/td>\n<td>\u6d77\u5149\u4fe1\u606f<\/td>\n<td>DeepSeekV3\u548cR1\uff0c\u57f9\u8bad\u5b8c\u6210\u6d77\u5149DCU\u9002\u914d\u5e76\u6b63\u5f0f\u4e0a\u7ebf<\/td>\n<\/tr>\n<tr>\n<td>2\u67085 \u65e5<\/td>\n<td>\u6c90\u66e6<\/td>\n<td>DeepSeek-V3\u6ee1\u8840\u7248\u5728\u56fd\u4ea7\u6c90\u66e6GPU\u9996\u53d1\u4f53\u9a8c\u4e0a\u7ebf<\/td>\n<\/tr>\n<tr>\n<td>2\u67085 \u65e5<\/td>\n<td>\u6d77\u5149\u4fe1\u606f<\/td>\n<td>\u6d77\u90fd\u6602DcCU\u9648\u5de5\u9002\u914dDeepSeek-Janus-pro\u591a\u6a21\u6001\u5927\u6a21\u578b<\/td>\n<\/tr>\n<tr>\n<td>2\u67085 \u65e5<\/td>\n<td>\u4eac\u4e1c\u4e91<\/td>\n<td>\u4e00\u952e\u90e8\u7f72!\u4eac\u4e1c\u4e91\u5168\u9762\u4e0a\u7ebfDeepSeek-R1\/V3<\/td>\n<\/tr>\n<tr>\n<td>2\u67085 \u65e5<\/td>\n<td>\u58c1\u4ede\u79d1\u6280<\/td>\n<td>DeepSeekR1\u5728\u58c1\u4ede\u56fd\u4ea7Ai\u7b97\u529b\u5e73\u53f0\u53d1\u5e03\uff0c\u5168\u7cfb\u5217\u6a21\u578b\u4e00\u7ad9\u5f0f\u8d4b\u80fd\u5f00\u53d1\u8005<\/td>\n<\/tr>\n<tr>\n<td>2\u67085 \u65e5<\/td>\n<td>\u8054\u901a\u4e91(\u4e2d\u56fd\u8054\u901a)<\/td>\n<td>\u201c\u54ea\u5412\u95f9\u6d77\u201d\uff01\u8054\u901a\u4e91\u4e0a\u67b6DeepSeek-R1\u7cfb\u5217\u6a21\u578b\uff01<\/td>\n<\/tr>\n<tr>\n<td>2\u67085 \u65e5<\/td>\n<td>\u79fb\u52a8\u4e91(\u4e2d\u56fd\u79fb\u52a8)<\/td>\n<td>\u5168\u7248\u672c\u3001\u5168\u5c3a\u5bf8\u3001\u5168\u529f\u80fd!\u79fb\u52a8\u4e91\u5168\u9762\u4e0a\u7ebfDeepSeek<\/td>\n<\/tr>\n<tr>\n<td>2\u67085 \u65e5<\/td>\n<td>\u4f18\u523b\u5f97<\/td>\n<td>\u4f18\u523b\u5f97\u57fa\u4e8e\u56fd\u4ea7\u82af\u7247\u9002\u914dDeepSeek\u5168\u7cfb\u5217\u6a21\u578b<\/td>\n<\/tr>\n<tr>\n<td>2\u67085 \u65e5<\/td>\n<td>\u592a\u521d\u5143\u7881<\/td>\n<td>\u57fa\u4e8e\u592a\u521dT100\u52a0\u901f\u53612\u5c0f\u65f6\u9002\u914dDeepSeek-R1\u7cfb\u5217\u6a21\u578b\uff0c\u4e00\u952e\u4f53\u9a8c\uff0c\u514d\u8d39API\u670d\u52a1<\/td>\n<\/tr>\n<tr>\n<td>2\u67085 \u65e5<\/td>\n<td>\u4e91\u5929\u52b1\u98de<\/td>\n<td>DeepEdge10\u5df2\u5b8c\u6210DeepSeek-R1\u7cfb\u5217\u6a21\u578b\u9002\u914d<\/td>\n<\/tr>\n<tr>\n<td>2\u67086 \u65e5<\/td>\n<td>\u5929\u7ffc\u4e91(\u4e2d\u56fd\u7535\u4fe1)<\/td>\n<td>\u56fd\u4ea7Al\u751f\u6001\u65b0\u7a81\u7834\uff01\u201c\u606f\u58e4\u201d+DeepSeek,\u738b\u70b8\uff01<\/td>\n<\/tr>\n<tr>\n<td>2\u67086 \u65e5<\/td>\n<td>\u71e7\u539f\u79d1\u6280<\/td>\n<td>\u539f\u79d1\u6280\u5b9e\u73b0\u5168\u56fd\u5404\u5730\u667a\u7b97\u4e2d\u5fc3DeepSeek\u7684\u5168\u91cf\u63a8\u7406\u670d\u52a1\u90e8\u7f72<\/td>\n<\/tr>\n<tr>\n<td>2\u67086 \u65e5<\/td>\n<td>\u6606\u4ed1\u82af<\/td>\n<td>\u56fd\u4ea7Al\u5361Deepseek\u8bad\u7ec3\u63a8\u7406\u5168\u7248\u672c\u9002\u914d\uff0c\u6027\u80fd\u5353\u8d8a\uff0c\u4e00\u952e\u90e8\u7f72\u7b49\u4f60\u6765<\/td>\n<\/tr>\n<tr>\n<td>2\u67087 \u65e5<\/td>\n<td>\u6d6a\u6f6e\u4e91<\/td>\n<td>\u6d6a\u6f6e\u4e91\u7387\u5148\u53d1\u5e03671BDeepSeek\u5927\u6a21\u578b\u4e00\u4f53\u673a\u89e3\u51b3\u65b9\u6848<\/td>\n<\/tr>\n<tr>\n<td>2\u67087 \u65e5<\/td>\n<td>\u5317\u4eac\u8d85\u7b97<\/td>\n<td>\u5317\u4eac\u8d85\u7b97xDeepSeek:\u53cc\u64ce\u7206\u71c3\uff0c\u9a71\u52a8\u5343\u4ebf\u7ea7Al\u521b\u65b0\u98ce\u66b4<\/td>\n<\/tr>\n<tr>\n<td>2\u67088 \u65e5<\/td>\n<td>\u4e2d\u56fd\u7535\u5b50\u4e91<\/td>\n<td>\u4e2d\u56fd\u7535\u5b50\u4e91\u4e0a\u7ebfDeepSeek-R1\/V3\u5168\u91cf\u6a21\u578b\u5f00\u542f\u79c1\u6709\u5316\u90e8\u7f72\u65b0\u7bc7<\/td>\n<\/tr>\n<tr>\n<td>2\u67088 \u65e5<\/td>\n<td>\u91d1\u5c71\u4e91<\/td>\n<td>\u91d1\u5c71\u4e91\u652f\u6301DeepSeek-R1\/V3<\/td>\n<\/tr>\n<tr>\n<td>2\u67088 \u65e5<\/td>\n<td>\u5546\u6c64\u5927\u88c5\u7f6e<\/td>\n<td>\u5546\u6c64\u5927\u88c5\u7f6e\u4e0a\u67b6DeepSeek\u7cfb\u5217\u6a21\u578b\uff0c\u9650\u514d\u4f53\u9a8c\u3001\u670d\u52a1\u5347\u7ea7\uff01<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3>\u88682\uff1a\u652f\u6301 DeepSeek-R1 \u7684\u4f01\u4e1a<\/h3>\n<table>\n<thead>\n<tr>\n<th>\u65e5\u671f<\/th>\n<th>\u540d\u79f0\/\u7f51\u5740<\/th>\n<th>\u53d1\u5e03\u76f8\u5173\u4fe1\u606f<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>1\u6708 30 \u65e5<\/td>\n<td>360\u7eb3\u7c73AI\u641c\u7d22<\/td>\n<td>\u7eb3\u7c73AI\u641c\u7d22\u4e0a\u7ebf\u201cDeepSeek-R1&#8243;\u5927\u6a21\u578b\u6ee1\u8840\u7248<\/td>\n<\/tr>\n<tr>\n<td>2\u6708 3\u65e5<\/td>\n<td><a href=\"https:\/\/www.kdjingpai.com\/de\/metaso\/\">\u79d8\u5854AI\u641c\u7d22<\/a><\/td>\n<td>\u79d8\u5854AI\u63a5\u5165\u6ee1\u8840\u7248DeepSeekR1\u63a8\u7406\u6a21\u578b<\/td>\n<\/tr>\n<tr>\n<td>2\u6708 5\u65e5<\/td>\n<td>\u5c0f\u827a\u52a9\u624b(\u534e\u4e3a)<\/td>\n<td>\u534e\u4e3a\u5c0f\u827a\u52a9\u624b\u5df2\u63a5\u5165DeepSeek,\u6b64\u524d\u534e\u4e3a\u4e91\u5ba3\u5e03\u4e0a\u7ebf\u57fa\u4e8e\u6607\u817e\u4e91\u670d\u52a1\u7684DeepSeekR1\/V3\u63a8\u7406\u670d\u52a1<\/td>\n<\/tr>\n<tr>\n<td>2\u6708 5\u65e5<\/td>\n<td>\u4f5c\u5bb6\u52a9\u624b(\u9605\u6587\u96c6\u56e2)<\/td>\n<td>\u884c\u4e1a\u9996\u5bb6!\u9605\u6587\u90e8\u7f72DeepSeek,\u201c\u4f5c\u5bb6\u52a9\u624b\u201d\u5347\u7ea7\u4e09\u5927\u8f85\u52a9\u521b\u4f5c\u529f\u80fd<\/td>\n<\/tr>\n<tr>\n<td>2\u6708 5\u65e5<\/td>\n<td>\u4e07\u5174\u79d1\u6280<\/td>\n<td>\u4e07\u5174\u79d1\u6280\uff1a\u5df2\u5b8c\u6210DeepSeek-R1\u5927\u6a21\u578b\u9002\u914d\u5e76\u843d\u5730\u591a\u4ea7\u54c1<\/td>\n<\/tr>\n<tr>\n<td>2\u6708 6\u65e5<\/td>\n<td>\u6709\u9053\u5c0fP<\/td>\n<td>\u62e5\u62b1DeepSeek\u4e3a\u4ee3\u8868\u7684\u63a8\u7406\u5927\u6a21\u578b\uff0c\u7f51\u6613\u6709\u9053\u52a0\u901fAI\u6559\u80b2\u843d\u5730<\/td>\n<\/tr>\n<tr>\n<td>2\u6708 6\u65e5<\/td>\n<td>\u4e91\u5b66\u5802<\/td>\n<td>\u4e91\u5b66\u5802\u63a5\u5165DeepSeek\u4ea7\u54c1AI\u80fd\u529b\u5168\u9762\u5347\u7ea7<\/td>\n<\/tr>\n<tr>\n<td>2\u6708 7\u65e5<\/td>\n<td>\u9489\u9489<\/td>\n<td>\u9489\u9489AI\u52a9\u7406\u63a5\u5165DeepSeek,\u652f\u6301\u6df1\u5ea6\u601d\u8003<\/td>\n<\/tr>\n<tr>\n<td>2\u6708 7\u65e5<\/td>\n<td>\u4ec0\u4e48\u503c\u5f97\u4e70<\/td>\n<td>\u503c\u5f97\u4e70\uff1a\u5df2\u63a5\u5165DeepSeek\u6a21\u578b\u4ea7\u54c1<\/td>\n<\/tr>\n<tr>\n<td>2\u6708 7\u65e5<\/td>\n<td>\u540c\u82b1\u987a<\/td>\n<td>\u540c\u82b1\u987a\u95ee\u8d222.0\u91cd\u78c5\u5347\u7ea7\uff1a\u6ce8\u5165&#8221;\u6162\u601d\u8003&#8221;\u667a\u6167\uff0c\u6253\u9020\u66f4\u7406\u6027\u7684\u6295\u8d44\u51b3\u7b56\u52a9\u624b<\/td>\n<\/tr>\n<tr>\n<td>2\u6708 8\u65e5<\/td>\n<td><a href=\"https:\/\/www.kdjingpai.com\/de\/tiangong\/\">\u5929\u5de5AI<\/a>(\u6606\u4ed1\u4e07\u7ef4)<\/td>\n<td>\u6606\u4ed1\u4e07\u7ef4\u65d7\u4e0b\u5929\u5de5AI\u6b63\u5f0f\u4e0a\u7ebfDeepSeekR1+\u8054\u7f51\u641c\u7d22<\/td>\n<\/tr>\n<tr>\n<td>2\u6708 8\u65e5<\/td>\n<td>\u661f\u9645\u9b45\u65cf<\/td>\n<td>\u91cd\u78c5\u5b98\u5ba3\uff01FlymeAIOS\u5df2\u5b8c\u6210DeepSeek-R1\u5927\u6a21\u578b\u63a5\u5165<\/td>\n<\/tr>\n<tr>\n<td>2\u6708 8\u65e5<\/td>\n<td>\u8363\u8000<\/td>\n<td>\u8363\u8000\u5df2\u63a5\u5165DeepSeek<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3>\u88683\uff1a\u652f\u6301 DeepSeek-R1 \u7684\u4f01\u4e1a\u6c47\u603b<\/h3>\n<table>\n<thead>\n<tr>\n<th>\u540d\u79f0\/\u7f51\u5740<\/th>\n<th>\u53d1\u5e03\u76f8\u5173\u4fe1\u606f<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>DeepSeek<\/td>\n<td>DeepSeek-R1\u53d1\u5e03\uff0c\u6027\u80fd\u5bf9\u6807 OpenAI o1 \u6b63\u5f0f\u7248<\/td>\n<\/tr>\n<tr>\n<td>\u65e0\u95ee\u82af\u7a79<\/td>\n<td>\u65e0\u95ee\u82af\u7a79 Infini-Al \u5f02\u6784\u4e91\u73b0\u5df2\u4e0a\u67b6 DeepSeek-R1-Distill,\u56fd\u4ea7\u6a21\u578b\u4e0e\u5f02\u6784\u4e91\u7684\u7edd\u5999\u7ec4\u5408<\/td>\n<\/tr>\n<tr>\n<td>PPIO\u6d3e\u6b27\u4e91<\/td>\n<td>\u91cd\u78c5!DeepSeek-R1\u4e0a\u7ebf PPIO \u6d3e\u6b27\u7b97\u529b\u4e91<\/td>\n<\/tr>\n<tr>\n<td>\u7845\u57fa\u6d41\u52a8\u534e\u4e3a<\/td>\n<td>\u9996\u53d1!\u7845\u57fa\u6d41\u52a8x\u534e\u4e3a\u4e91\u8054\u5408\u63a8\u51fa\u57fa\u4e8e\u6607\u817e\u4e91\u7684 DeepSeekR1&amp;V3 \u63a8\u7406\u670d\u52a1\uff01<\/td>\n<\/tr>\n<tr>\n<td>Z stark(\u4e91\u8f74\u79d1\u6280)<\/td>\n<td>\u9996\u53d1!ZStack \u667a\u5854\u652f\u6301 DeepSeekV3\/R1\/JanusPro,\u591a\u79cd\u56fd\u4ea7 CPU\/GPU \u53ef\u79c1\u6709\u5316\u90e8\u7f72<\/td>\n<\/tr>\n<tr>\n<td>\u767e\u5ea6\u667a\u80fd\u4e91\u5343\u5e06<\/td>\n<td>\u767e\u5ea6\u667a\u80fd\u4e91\u5343\u5e06\u5168\u9762\u652f\u6301 DeepSeek-R1\/V3 \u8c03\u7528\uff0c\u4ef7\u683c\u8d85\u4f4e<\/td>\n<\/tr>\n<tr>\n<td>\u8d85\u7b97\u4e92\u8054\u7f51<\/td>\n<td>\u8d85\u7b97\u4e92\u8054\u7f51\u4e0a\u7ebf DeepSeek \u7cfb\u5217\u6a21\u578b\uff0c\u63d0\u4f9b\u8d85\u667a\u878d\u5408\u7b97\u529b\u652f\u6301<\/td>\n<\/tr>\n<tr>\n<td>\u534e\u4e3a\uff08\u6607\u817e\u793e\u533a)<\/td>\n<td>\u6607\u817e\u86c7\u5e74\u5f00\u5de5\u9001\u5927\u793c\uff0cDeepSeek \u7cfb\u5217\u65b0\u6a21\u578b\u6b63\u5f0f\u4e0a\u7ebf\u6607\u817e\u793e\u533a<\/td>\n<\/tr>\n<tr>\n<td>\u8def\u6668x\u534e\u4e3a\u6607\u817e<\/td>\n<td>\u8def\u6668x\u534e\u4e3a\u6607\u817e\uff0c\u643a\u624b\u63a8\u51fa\u57fa\u4e8e\u56fd\u4ea7\u7b97\u529b\u7684 DeepSeekR1 \u7cfb\u5217\u63a8\u7406 API \u53ca\u4e91\u5206\u53d1\u670d\u52a1<\/td>\n<\/tr>\n<tr>\n<td>\u9752\u4e91\u79d1\u6280<\/td>\n<td>\u9650\u65f6\u514d\u8d39\uff0c\u4e00\u952e\u90e8\u7f72\uff01\u57fa\u77f3\u667a\u7b97\u6b63\u5f0f\u4e0a\u7ebf DeepSeek-R1 \u7cfb\u5217\u6a21\u578b<\/td>\n<\/tr>\n<tr>\n<td>\u4eac\u4e1c\u4e91<\/td>\n<td>\u4e00\u952e\u90e8\u7f72!\u4eac\u4e1c\u4e91\u5168\u9762\u4e0a\u7ebf DeepSeek-R1\/V3<\/td>\n<\/tr>\n<tr>\n<td>\u8054\u901a\u4e91\uff08\u4e2d\u56fd\u8054\u901a)<\/td>\n<td>\u201c\u54ea\u5412\u95f9\u6d77\u201d\uff01\u8054\u901a\u4e91\u4e0a\u67b6 DeepSeek-R1 \u7cfb\u5217\u6a21\u578b\uff01<\/td>\n<\/tr>\n<tr>\n<td>\u79fb\u52a8\u4e91\uff08\u4e2d\u56fd\u79fb\u52a8)<\/td>\n<td>\u5168\u7248\u672c\u3001\u5168\u5c3a\u5bf8\u3001\u5168\u529f\u80fd!\u79fb\u52a8\u4e91\u5168\u9762\u4e0a\u7ebf DeepSeek<\/td>\n<\/tr>\n<tr>\n<td>\u4f18\u523b\u5f97<\/td>\n<td>\u4f18\u523b\u5f97\u57fa\u4e8e\u56fd\u4ea7\u82af\u7247\u9002\u914d DeepSeek \u5168\u7cfb\u5217\u6a21\u578b<\/td>\n<\/tr>\n<tr>\n<td>\u5929\u7ffc\u4e91 (\u4e2d\u56fd\u7535\u4fe1)<\/td>\n<td>\u56fd\u4ea7 AI \u751f\u6001\u65b0\u7a81\u7834\uff01\u201c\u606f\u58e4\u201d+ DeepSeek,\u738b\u70b8\uff01<\/td>\n<\/tr>\n<tr>\n<td>\u795e\u5dde\u6570\u7801<\/td>\n<td>3 \u5206\u949f\u90e8\u7f72\u9ad8\u6027\u80fd AI \u6a21\u578b DeepSeek,\u795e\u5dde\u6570\u7801\u52a9\u529b\u4f01\u4e1a\u667a\u80fd\u5316\u8f6c\u578b<\/td>\n<\/tr>\n<tr>\n<td>\u5f00\u666e\u4e91<\/td>\n<td>\u5f00\u666e\u4e91\u5f00\u609f\u5927\u6a21\u578b\u5e94\u7528\u8f6f\u4ef6\u548c\u7aef\u4fa7\u4e00\u4f53\u673a\u5168\u9762\u63a5\u5165 DeepSeek<\/td>\n<\/tr>\n<tr>\n<td>\u91d1\u8776\u4e91\u82cd\u7a79<\/td>\n<td>\u91d1\u8776\u5168\u9762\u63a5\u5165 DeepSeek \u5927\u6a21\u578b\uff0c\u52a9\u529b\u4f01\u4e1a\u52a0\u901f AI \u5e94\u7528\uff01<\/td>\n<\/tr>\n<tr>\n<td>\u5e76\u884c\u79d1\u6280<\/td>\n<td>\u670d\u52a1\u5668\u7e41\u5fd9?\u5e76\u884c\u79d1\u6280\u52a9\u60a8 DeepSeek \u81ea\u7531\uff01<\/td>\n<\/tr>\n<tr>\n<td>\u9996\u90fd\u5728\u7ebf<\/td>\n<td>\u9996\u90fd\u5728\u7ebf\u4e91\u5e73\u53f0\u4e0a\u7ebf DeepSeek-R1 \u7cfb\u5217\u6a21\u578b<\/td>\n<\/tr>\n<tr>\n<td>\u6d6a\u6f6e\u4e91<\/td>\n<td>\u6d6a\u6f6e\u4e91\u7387\u5148\u53d1\u5e03 671B DeepSeek \u5927\u6a21\u578b\u4e00\u4f53\u673a\u89e3\u51b3\u65b9\u6848<\/td>\n<\/tr>\n<tr>\n<td>\u5317\u4eac\u8d85\u7b97<\/td>\n<td>\u5317\u4eac\u8d85\u7b97 x DeepSeek: \u53cc\u64ce\u7206\u71c3\uff0c\u9a71\u52a8\u5343\u4ebf\u7ea7 AI \u521b\u65b0\u98ce\u66b4<\/td>\n<\/tr>\n<tr>\n<td>\u7075\u7280\u4f7f\u80fd(\u7d2b\u5149\u80a1\u4efd)<\/td>\n<td>\u7d2b\u5149\u80a1\u4efd\uff1a\u7075\u7280\u4f7f\u80fd\u5e73\u53f0\u5b9e\u73b0\u5bf9 DeepSeekV3\/R1 \u6a21\u578b\u7684\u7eb3\u7ba1\u548c\u4e0a\u67b6<\/td>\n<\/tr>\n<tr>\n<td>\u4e2d\u56fd\u7535\u5b50\u4e91<\/td>\n<td>\u4e2d\u56fd\u7535\u5b50\u4e91\u4e0a\u7ebf DeepSeek-R1\/V3 \u5168\u91cf\u6a21\u578b\u5f00\u542f\u79c1\u6709\u5316\u90e8\u7f72\u65b0\u7bc7<\/td>\n<\/tr>\n<tr>\n<td>\u91d1\u5c71\u4e91<\/td>\n<td>\u91d1\u5c71\u4e91\u652f\u6301 DeepSeek-R1\/V3<\/td>\n<\/tr>\n<tr>\n<td>\u5546\u6c64\u5927\u88c5\u7f6e<\/td>\n<td>\u5546\u6c64\u5927\u88c5\u7f6e\u4e0a\u67b6 DeepSeek \u7cfb\u5217\u6a21\u578b\uff0c\u9650\u514d\u4f53\u9a8c\u3001\u670d\u52a1\u5347\u7ea7!<\/td>\n<\/tr>\n<tr>\n<td>360\u7eb3\u7c73AI\u641c\u7d22<\/td>\n<td>\u7eb3\u7c73 AI \u641c\u7d22\u4e0a\u7ebf \u201cDeepSeek-R1\u201d \u5927\u6a21\u578b\u6ee1\u8840\u7248<\/td>\n<\/tr>\n<tr>\n<td>\u79d8\u5854AI\u641c\u7d22<\/td>\n<td><a href=\"https:\/\/www.kdjingpai.com\/de\/metaso\/\">\u79d8\u5854<\/a> AI \u63a5\u5165\u6ee1\u8840\u7248 DeepSeek R1 \u63a8\u7406\u6a21\u578b<\/td>\n<\/tr>\n<tr>\n<td>\u5c0f\u827a\u52a9\u624b(\u534e\u4e3a)<\/td>\n<td>\u534e\u4e3a\u5c0f\u827a\u52a9\u624b\u5df2\u63a5\u5165 DeepSeek,\u6b64\u524d\u534e\u4e3a\u4e91\u5ba3\u5e03\u4e0a\u7ebf\u57fa\u4e8e\u6607\u817e\u4e91\u670d\u52a1\u7684 DeepSeek R1\/V3 \u63a8\u7406\u670d\u52a1<\/td>\n<\/tr>\n<tr>\n<td>\u4f5c\u5bb6\u52a9\u624b(\u9605\u6587\u96c6\u56e2)<\/td>\n<td>\u884c\u4e1a\u9996\u5bb6!\u9605\u6587\u90e8\u7f72 DeepSeek\uff0c\u201c\u4f5c\u5bb6\u52a9\u624b\u201d\u5347\u7ea7\u4e09\u5927\u8f85\u52a9\u521b\u4f5c\u529f\u80fd<\/td>\n<\/tr>\n<tr>\n<td>\u4e07\u5174\u79d1\u6280<\/td>\n<td>\u4e07\u5174\u79d1\u6280\uff1a\u5df2\u5b8c\u6210 DeepSeek-R1 \u5927\u6a21\u578b\u9002\u914d\u5e76\u843d\u5730\u591a\u4ea7\u54c1<\/td>\n<\/tr>\n<tr>\n<td>\u6709\u9053\u5c0fP<\/td>\n<td>\u62e5\u62b1 DeepSeek \u4e3a\u4ee3\u8868\u7684\u63a8\u7406\u5927\u6a21\u578b\uff0c\u7f51\u6613\u6709\u9053\u52a0\u901f AI \u6559\u80b2\u843d\u5730<\/td>\n<\/tr>\n<tr>\n<td>\u4e91\u5b66\u5802<\/td>\n<td>\u4e91\u5b66\u5802\u63a5\u5165 DeepSeek \u4ea7\u54c1 AI 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