{"id":55401,"date":"2025-02-19T08:34:33","date_gmt":"2025-02-19T00:34:33","guid":{"rendered":"https:\/\/fwq.ai\/blog\/55401\/"},"modified":"2025-02-19T08:34:33","modified_gmt":"2025-02-19T00:34:33","slug":"%e6%97%a0%e9%9c%80%e6%9c%ac%e5%9c%b0gpu%e5%8d%b3%e5%8f%af%e7%a7%81%e6%9c%89%e5%8c%96%e9%83%a8%e7%bd%b2-deepseek-r1-32b","status":"publish","type":"post","link":"https:\/\/fwq.ai\/blog\/55401\/","title":{"rendered":"\u65e0\u9700\u672c\u5730GPU\u5373\u53ef\u79c1\u6709\u5316\u90e8\u7f72 DeepSeek-R1 32B"},"content":{"rendered":"<p>\u5bf9\u4e8e  \u5728\u65e5\u5e38\u529e\u516c\u4f7f\u7528\uff0c\u76f4\u63a5\u5728\u5b98\u65b9\u7f51\u7ad9\u4e2d\u4f7f\u7528\u662f\u6700\u4f73\u9009\u62e9\uff0c\u5982\u679c\u4f60\u6709\u5176\u4ed6\u987e\u8651\u6216\u7279\u6b8a\u9700\u8981&#8230;\u5fc5\u987b\u5728&nbsp;\uff0c\u8fd9\u91cc\u7684\u5c0f\u767d\u6559\u7a0b\u5341\u5206\u9002\u5408\u4f60\u3002<\/p>\n<p>\u5982\u679c\u4f60\u7684\u7535\u8111\u914d\u7f6e\u8f83\u5dee\uff0c\u4f46\u662f\u8fd8\u60f3\u90e8\u7f72\u4f7f\u7528\u79c1\u6709\u5316 DeepSeek-R1 &#8230;\u90a3\u4e48\u53ef\u4ee5\u8003\u8651\u4f7f\u7528\u514d\u8d39GPU\uff0c\u597d\u4e45\u524d\u6559\u5927\u5bb6 \uff0c\u6709\u4e00\u4e2a\u81f4\u547d\u7f3a\u70b9\uff0c\u5c31\u662f\u514d\u8d39GPU\u53ea\u80fd\u5b89\u88c514B\uff0c\u5b89\u88c532B\u4f1a\u5341\u5206\u5361\uff0c\u4f46\u7ecf\u8fc7\u5b9e\u6d4b\u53ea\u6709\u5b89\u88c5 DeepSeek-R1 32B\u4ee5\u4e0a\u8f93\u51fa\u8d28\u91cf\u624d\u80fd\u8fbe\u5230\u65e5\u5e38\u5de5\u4f5c\u9700\u8981\u3002<\/p>\n<blockquote>\n<p>\u6240\u4ee5&#8230;\u6211\u4eec\u8981\u505a\u7684\u662f\u5728\u514d\u8d39GPU\u4e2d\u5b89\u88c5\u9ad8\u6548\u8fd0\u884c\u7684 <strong>DeepSeek-R1 32B\u7684\u91cf\u5316\u7248<\/strong>\u3002\u4ed6\u6765\u4e86\uff01<\/p>\n<p> <\/p>\n<p>\u5728\u514d\u8d39GPU\u4e2d\u53ef\u4ee5\u505a\u5230\u6bcf\u79d2\u8f93\u51fa2~6\u4e2a\u5355\u8bcd\uff08\u6839\u636e\u95ee\u9898\u590d\u6742\u7a0b\u5ea6\u8f93\u51fa\u901f\u5ea6\u6709\u6d6e\u52a8\uff09\uff0c\u8fd9\u4e2a\u65b9\u6cd5\u7f3a\u70b9\u662f\u9700\u8981\u4e0d\u5b9a\u65f6\u5f00\u542f\u670d\u52a1\u3002<\/p>\n<\/blockquote>\n<p>&nbsp;<\/p>\n<h2>unsloth\u56e2\u961f\u91cf\u5316\u7248\u672cDeepSeek-R1<\/h2>\n<p><img decoding=\"async\" class=\"aligncenter\" src=\"\/\/www.w3.org\/2000\/svg'%20viewBox='0%200%201510%20678'%3E%3C\/svg%3E\" title=\"\u65e0\u9700\u672c\u5730GPU\u5373\u53ef\u79c1\u6709\u5316\u90e8\u7f72 DeepSeek-R1 32B\u63d2\u56fe\" alt=\"\u65e0\u9700\u672c\u5730GPU\u5373\u53ef\u79c1\u6709\u5316\u90e8\u7f72 DeepSeek-R1 32B\u63d2\u56fe\" \/> <img decoding=\"async\" class=\"aligncenter\" src=\"https:\/\/www.aisharenet.com\/wp-content\/uploads\/2025\/02\/d8a4c2f01f5a814.png\" title=\"\u65e0\u9700\u672c\u5730GPU\u5373\u53ef\u79c1\u6709\u5316\u90e8\u7f72 DeepSeek-R1 32B\u63d2\u56fe1\" alt=\"\u65e0\u9700\u672c\u5730GPU\u5373\u53ef\u79c1\u6709\u5316\u90e8\u7f72 DeepSeek-R1 32B\u63d2\u56fe1\" \/> <\/p>\n<p><span> \u63d0\u4f9b\u7684 Qwen-32B-Q4_K_M \u7248\u672c\u76f4\u63a5\u5c31\u538b\u7f29\u5230\u4e8620GB\uff0c\u5df2\u7ecf\u80fd\u5728\u6d88\u8d39\u7ea7\u5355\u5361\u8dd1\u4e86<\/span>\u3002<\/p>\n<p>&nbsp;<\/p>\n<h2>\u7b80\u5355\u6982\u62ec\u91cf\u5316\u7248\u672c\u5bf9\u7535\u8111\u6027\u80fd\u7684\u8981\u6c42<\/h2>\n<p><strong>DeepSeek-R1-Distill-Qwen-32B-GGUF<\/strong>\u6a21\u578b\u7684\u4e0d\u540c\u91cf\u5316\u7248\u672c\u8bf4\u660e<\/p>\n<p>\u6bcf\u4e2a\u6587\u4ef6\u7684\u540e\u7f00\uff08\u5982Q2_K_L\u3001Q4_K_M\u7b49\uff09\u4ee3\u8868\u4e86\u4e0d\u540c\u7684\u91cf\u5316\u3002\u4ee5\u4e0b\u662f\u5b83\u4eec\u7684\u4e3b\u8981\u533a\u522b\uff1a<\/p>\n<ol>\n<li>\n<p><strong>Q2_K_L\u3001Q3_K_M\u3001Q4_K_M\u3001Q5_K_M\u3001Q6_K\u3001Q8_0<\/strong><\/p>\n<ul>\n<li><code>Q2<\/code>\u3001<code>Q3<\/code>\u3001<code>Q4<\/code>\u3001<code>Q5<\/code>\u3001<code>Q6<\/code>\u3001<code>Q8<\/code>\u8868\u793a\u8ba1\u7b97\u6bd4\u7279\u6570\uff08\u4f8b\u5982<code>Q4<\/code>\u8868\u793a4-bit\u8ba1\u7b97\uff09\u3002<\/li>\n<li><code>K<\/code>\u5e76\u4e14<code>M<\/code>\u53ef\u80fd\u662f\u4e0d\u540c\u7684\u91cf\u5316\u7b56\u7565\u6216\u7cbe\u5ea6\u7ea7\u522b\u3002<\/li>\n<li><code>Q8_0<\/code>\u901a\u5e38\u662f8\u4f4d\u91cf\u5316\uff0c\u63a5\u8fd1FP16\u7cbe\u5ea6\uff0c\u8ba1\u7b97\u9700\u6c42\u6700\u9ad8\u4f46\u63a8\u7406\u8d28\u91cf\u8f83\u597d\u3002<\/li>\n<\/ul>\n<\/li>\n<li>\n<p><strong>DeepSeek-R1-Distill-Qwen-32B-F16<\/strong><\/p>\n<ul>\n<li><code>F16<\/code>\u8868\u793a<strong>16\u4f4d\u6d6e\u70b9\u6570\uff08FP16\uff09<\/strong>\uff0c\u662f\u672a\u8ba1\u7b97\u7684\u6a21\u578b\uff0c\u7cbe\u5ea6\u6700\u9ad8\u4f46\u5360\u7528\u663e\u5b58\u6700\u5927\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<p>\u5728\u8fd9\u91cc\u4e86\u89e3\u66f4\u591a\u5173\u4e8e\u91cf\u5316\u7684\u6982\u5ff5\uff1a<\/p>\n<p><strong>\u5982\u4f55\u9009\u62e9\u9002\u5408\u7684\u7248\u672c\uff1f<\/strong><\/p>\n<ul>\n<li><strong>\u4f4e\u663e\u5b58\u8bbe\u5907\uff08\u5982\u6d88\u8d39\u7ea7GPU\uff09<\/strong> \u2192\u9009\u62e9<strong>Q4\u3001Q5\u91cf\u5316<\/strong>\uff0c\u5982<code>Q4_K_M<\/code>\u6216<code>Q5_K_M<\/code>\uff0c\u517c\u987e\u6027\u80fd\u548c\u7cbe\u5ea6\u3002<\/li>\n<li><strong>\u6781\u4f4e\u663e\u5b58\u8bbe\u5907\uff08\u5982CPU\u8fd0\u884c\uff09<\/strong> \u2192\u9009\u62e9<strong>Q2\u6216Q3\u91cf\u5316<\/strong>\uff0c\u5982<code>Q2_K_L<\/code>\u6216<code>Q3_K_M<\/code>\uff0c\u51cf\u5c11\u5185\u5b58\u5360\u7528\u3002<\/li>\n<li><strong>\u9ad8\u6027\u80fdGPU\u670d\u52a1\u5668<\/strong>\u2192\u9009\u62e9<strong>Q6\u6216Q8\u91cf\u5316<\/strong>\uff0c\u5982<code>Q6_K<\/code>\u6216<code>Q8_0<\/code>\uff0c\u83b7\u5f97\u66f4\u597d\u7684\u63a8\u7406\u8d28\u91cf\u3002<\/li>\n<li><strong>\u6700\u6709\u6548<\/strong>\u2192\u9009\u62e9<code>F16<\/code>\u7248\u672c\uff0c\u4f46\u9700\u8981\u5927\u91cf\u663e\u7740\u5b58\u50a8\uff08\u7ea660GB\u4ee5\u4e0a\uff09\u3002<\/li>\n<\/ul>\n<p><strong>\u514d\u8d39GPU\u63a8\u8350\u5b89\u88c5\u7248\u672c<\/strong><\/p>\n<blockquote>\n<p>Q2_K_L<\/p>\n<\/blockquote>\n<p>&nbsp;<\/p>\n<h2>\u5f00\u59cb\u5b89\u88c5 DeepSeek-R1 32B<\/h2>\n<p>\u4ece\u5982\u4f55\u83b7\u53d6\u514d\u8d39GPU\u76f4\u81f3\u5b89\u88c5\u597d  \u8fc7\u7a0b\u7565\u8fc7\uff0c\u6216\u9605\u8bfb\uff1a\uff0c\u56e0\u4e3a\u548c\u4e4b\u524d\u6559\u7a0b\u552f\u4e00\u4e0d\u540c\u5c31\u662f\u5b89\u88c5\u547d\u4ee4\u7565\u6709\u53d8\u5316\u3002<\/p>\n<p>\u76f4\u63a5\u8fdb\u5165\u5230\u5982\u4f55\u5728Ollama\u4e2d\u5b89\u88c5\u7279\u5b9a\u91cf\u5316\u7248\u672c\u7684\u6d41\u7a0b\u3002\u611f\u8c22 Ollama \u5df2\u7ecf\u628a\u6574\u4e2a\u5b89\u88c5\u8fc7\u7a0b\u7b80\u5316\u5230\u6781\u81f4\uff0c\u53ea\u9700\u5b66\u4f1a\u4e00\u4e2a\u5b89\u88c5\u547d\u4ee4\u5373\u53ef\u3002<\/p>\n<p>&nbsp;<\/p>\n<p><strong>1.\u5b89\u88c5huggingface\u91cf\u5316\u7248\u672c\u6a21\u578b\u7684\u57fa\u7840\u547d\u4ee4\u683c\u5f0f<\/strong><\/p>\n<p>\u8bb0\u4f4f\u4ee5\u4e0b\u5b89\u88c5\u547d\u4ee4\u683c\u5f0f<\/p>\n<pre>ollama run hf.co\/{username}:{reponame}<\/pre>\n<p>&nbsp;<\/p>\n<p><strong>2.\u9009\u62e9\u91cf\u5316\u7248\u672c<\/strong><\/p>\n<p>\u6240\u6709\u91cf\u5316\u7248\u672c\u5217\u8868\uff1ahttps:\/\/huggingface.co\/unsloth\/DeepSeek-R1-Distill-Qwen-32B-GGUF\/tree\/main<\/p>\n<p>\u6b64\u6b21\u5b89\u88c5\u4f7f\u7528\uff1aQ5_K_M\uff08\u53ea\u4e3a\u6f14\u793a\uff0c<strong>\u518d\u6b21\u63d0\u9192\u8bf7\u5b89\u88c5\u514d\u8d39GPU\u63a8\u8350\u7684\u7248\u672c<\/strong>\uff0cQ5\u5b9e\u9645\u5b89\u88c5\u9700\u898123G\u786c\u76d8\u7a7a\u95f4\uff09<\/p>\n<p>&nbsp;<\/p>\n<p><strong>3.\u62fc\u63a5\u5b89\u88c5\u547d\u4ee4<\/strong><\/p>\n<p><img decoding=\"async\" class=\"aligncenter\" src=\"\/\/www.w3.org\/2000\/svg'%20viewBox='0%200%20731%20556'%3E%3C\/svg%3E\" title=\"\u65e0\u9700\u672c\u5730GPU\u5373\u53ef\u79c1\u6709\u5316\u90e8\u7f72 DeepSeek-R1 32B\u63d2\u56fe2\" alt=\"\u65e0\u9700\u672c\u5730GPU\u5373\u53ef\u79c1\u6709\u5316\u90e8\u7f72 DeepSeek-R1 32B\u63d2\u56fe2\" \/> <img decoding=\"async\" class=\"aligncenter\" src=\"https:\/\/www.aisharenet.com\/wp-content\/uploads\/2025\/02\/572b5423676689e.png\" title=\"\u65e0\u9700\u672c\u5730GPU\u5373\u53ef\u79c1\u6709\u5316\u90e8\u7f72 DeepSeek-R1 32B\u63d2\u56fe3\" alt=\"\u65e0\u9700\u672c\u5730GPU\u5373\u53ef\u79c1\u6709\u5316\u90e8\u7f72 DeepSeek-R1 32B\u63d2\u56fe3\" \/> <\/p>\n<p>&nbsp;<\/p>\n<p>{username}=unsloth\/DeepSeek-R1-Distill-Qwen-32B-GGUF<\/p>\n<p>{reponame}=Q5_K_M<\/p>\n<p>\u62fc\u63a5\u540e\u5f97\u5230\u5b8c\u6574\u5b89\u88c5\u547d\u4ee4\uff1a<code>ollama run hf.co\/unsloth\/DeepSeek-R1-Distill-Qwen-32B-GGUF:Q5_K_M<\/code><\/p>\n<p>&nbsp;<\/p>\n<p><strong>4.\u5728 Ollama \u4e2d\u6267\u884c\u5b89\u88c5<\/strong><\/p>\n<p>\u6267\u884c\u5b89\u88c5\u547d\u4ee4<\/p>\n<p><img decoding=\"async\" class=\"aligncenter\" src=\"\/\/www.w3.org\/2000\/svg'%20viewBox='0%200%20824%2055'%3E%3C\/svg%3E\" title=\"\u65e0\u9700\u672c\u5730GPU\u5373\u53ef\u79c1\u6709\u5316\u90e8\u7f72 DeepSeek-R1 32B\u63d2\u56fe4\" alt=\"\u65e0\u9700\u672c\u5730GPU\u5373\u53ef\u79c1\u6709\u5316\u90e8\u7f72 DeepSeek-R1 32B\u63d2\u56fe4\" \/> <img decoding=\"async\" class=\"aligncenter\" src=\"https:\/\/www.aisharenet.com\/wp-content\/uploads\/2025\/02\/ae9d8047b9161d2.png\" title=\"\u65e0\u9700\u672c\u5730GPU\u5373\u53ef\u79c1\u6709\u5316\u90e8\u7f72 DeepSeek-R1 32B\u63d2\u56fe5\" alt=\"\u65e0\u9700\u672c\u5730GPU\u5373\u53ef\u79c1\u6709\u5316\u90e8\u7f72 DeepSeek-R1 32B\u63d2\u56fe5\" \/> <\/p>\n<p>\u4f60\u53ef\u80fd\u4f1a\u9047\u5230\u7f51\u7edc\u6545\u969c\uff08\u795d\u4f60\u597d\u8fd0\uff09\uff0c\u591a\u91cd\u590d\u51e0\u6b21\u5b89\u88c5\u547d\u4ee4&#8230;<\/p>\n<p>\u8fd8\u662f\u4e0d\u884c\uff1f\u6267\u884c\u4ee5\u4e0b\u547d\u4ee4\u8bd5\u8bd5\uff08\u5207\u6362\u4e3a\u56fd\u5185\u955c\u50cf\u5730\u5740\uff09\uff1a<code>ollama run https:\/\/hf-mirror.com\/unsloth\/DeepSeek-R1-Distill-Qwen-32B-GGUF:Q5_K_M<\/code><\/p>\n<p><strong>\u4e3a\u4ec0\u4e48\u4e0d\u76f4\u63a5\u4f7f\u7528\u955c\u50cf\u5730\u5740\u4e0b\u8f7d\uff0c\u800c\u662f\u5148\u7528\u5b98\u65b9\u5730\u5740\u540e\u7528\u955c\u50cf\uff1f<\/strong><\/p>\n<p>\u56e0\u4e3a\u7efc\u5408\u5b89\u88c5\u901f\u5ea6\u8f83\u5feb\uff01<\/p>\n<blockquote>\n<p>\u5f53\u7136\u4f60\u53ef\u80fd\u4e0d\u9700\u8981\u8fd9\u4e2a\u91cf\u5316\u7248\u672c\uff0c\u8fd9\u91cc\u8fd8\u6709\u6700\u8fd1\u6d41\u884c\u7684\u672a\u7ecf\u5ba1\u67e5\u7248\u672c\uff1aollama run huihui_ai\/deepseek-r1-abliterated:14b<\/p>\n<\/blockquote>\n<p>&nbsp;<\/p>\n<p><strong>5.\u8ba9\u5916\u653e\u53ef\u4ee5\u8bbf\u95eeOllama<\/strong><\/p>\n<p><strong>\u5728\u7ec8\u7aef\u8f93\u5165\u547d\u4ee4\u786e\u8ba4Ollama\u7aef\u53e3<\/strong><\/p>\n<pre>ollama serve<\/pre>\n<p>11414\u6216\u80056399<\/p>\n<p>&nbsp;<\/p>\n<p><strong>\u5b89\u88c5ngrok<\/strong><\/p>\n<pre>curl -sSL https:\/\/ngrok-agent.s3.amazonaws.com\/ngrok.asc \\\r\n| tee \/etc\/apt\/trusted.gpg.d\/ngrok.asc &gt;\/dev\/null \\\r\n&amp;&amp; echo \"deb https:\/\/ngrok-agent.s3.amazonaws.com buster main\" \\\r\n| tee \/etc\/apt\/sources.list.d\/ngrok.list \\\r\n&amp;&amp; apt update \\\r\n&amp;&amp; apt install ngrok<\/pre>\n<p>&nbsp;<\/p>\n<p><strong>\u83b7\u53d6\u5bc6\u94a5\u548c\u6c38\u4e45\u94fe\u63a5<\/strong><\/p>\n<p>\u8bbf\u95eengrok.com\u6ce8\u518c\u8d26\u53f7\uff0c\u8fdb\u5165\u9996\u9875\u83b7\u53d6\u5bc6\u94a5\u548c\u6c38\u4e45\u94fe\u63a5<\/p>\n<p><img decoding=\"async\" class=\"aligncenter\" src=\"\/\/www.w3.org\/2000\/svg'%20viewBox='0%200%201524%20810'%3E%3C\/svg%3E\" title=\"\u65e0\u9700\u672c\u5730GPU\u5373\u53ef\u79c1\u6709\u5316\u90e8\u7f72 DeepSeek-R1 32B\u63d2\u56fe6\" alt=\"\u65e0\u9700\u672c\u5730GPU\u5373\u53ef\u79c1\u6709\u5316\u90e8\u7f72 DeepSeek-R1 32B\u63d2\u56fe6\" \/> <img decoding=\"async\" class=\"aligncenter\" src=\"https:\/\/www.aisharenet.com\/wp-content\/uploads\/2025\/02\/159dfff84929ade.png\" title=\"\u65e0\u9700\u672c\u5730GPU\u5373\u53ef\u79c1\u6709\u5316\u90e8\u7f72 DeepSeek-R1 32B\u63d2\u56fe7\" alt=\"\u65e0\u9700\u672c\u5730GPU\u5373\u53ef\u79c1\u6709\u5316\u90e8\u7f72 DeepSeek-R1 32B\u63d2\u56fe7\" \/> <\/p>\n<p>&nbsp;<\/p>\n<p><strong>\u5b89\u88c5\u5bc6\u94a5\u5e76\u5f00\u542f\u5916\u90e8\u8bbf\u95ee\u5730\u5740<\/strong><\/p>\n<p>\u5ba2\u6237\u7aef\u4e2d\u8f93\u5165\u4ee5\u4e0b\u547d\u4ee4\uff1a<\/p>\n<pre>ngrok config add-authtoken \u8fd9\u91cc\u662f\u4f60\u81ea\u5df1\u7684\u5bc6\u94a5<\/pre>\n<p>&nbsp;<\/p>\n<p>\u7ee7\u7eed\u8f93\u5165\u4ee5\u4e0b\u5f00\u542f\u5916\u90e8\u8bbf\u95ee\u547d\u4ee4\uff1a6399\u8fd9\u4e2a\u7aef\u53e3\u5927\u5bb6\u53ef\u80fd\u4e0d\u4e00\u6837\uff0c\u81ea\u884c\u67e5\u8be2\u540e\u4fee\u6539<\/p>\n<pre>ngrok http --url=condor-known-ferret.ngrok-free.app 6399<\/pre>\n<p>&nbsp;<\/p>\n<p>\u6210\u529f\u540e\u4f60\u4f1a\u5728\u7ec8\u7aef\u770b\u5230<\/p>\n<p><img decoding=\"async\" class=\"aligncenter\" src=\"\/\/www.w3.org\/2000\/svg'%20viewBox='0%200%20703%20288'%3E%3C\/svg%3E\" title=\"\u65e0\u9700\u672c\u5730GPU\u5373\u53ef\u79c1\u6709\u5316\u90e8\u7f72 DeepSeek-R1 32B\u63d2\u56fe8\" alt=\"\u65e0\u9700\u672c\u5730GPU\u5373\u53ef\u79c1\u6709\u5316\u90e8\u7f72 DeepSeek-R1 32B\u63d2\u56fe8\" \/> <img decoding=\"async\" class=\"aligncenter\" src=\"https:\/\/www.aisharenet.com\/wp-content\/uploads\/2025\/02\/99fab3edeaeaf5d.png\" title=\"\u65e0\u9700\u672c\u5730GPU\u5373\u53ef\u79c1\u6709\u5316\u90e8\u7f72 DeepSeek-R1 32B\u63d2\u56fe9\" alt=\"\u65e0\u9700\u672c\u5730GPU\u5373\u53ef\u79c1\u6709\u5316\u90e8\u7f72 DeepSeek-R1 32B\u63d2\u56fe9\" \/> <\/p>\n<p>&nbsp;<\/p>\n<p>https:\/\/condor-known-ferret.ngrok-free.app \u5c31\u662f\u6a21\u578b\u63a5\u53e3\u7684\u8bbf\u95ee\u5730\u5740\uff0c\u6253\u5f00\u540e\u53ef\u4ee5\u770b\u5230\u4ee5\u4e0b\u5185\u5bb9<\/p>\n<p><img decoding=\"async\" class=\"aligncenter\" src=\"\/\/www.w3.org\/2000\/svg'%20viewBox='0%200%20323%20124'%3E%3C\/svg%3E\" title=\"\u65e0\u9700\u672c\u5730GPU\u5373\u53ef\u79c1\u6709\u5316\u90e8\u7f72 DeepSeek-R1 32B\u63d2\u56fe10\" alt=\"\u65e0\u9700\u672c\u5730GPU\u5373\u53ef\u79c1\u6709\u5316\u90e8\u7f72 DeepSeek-R1 32B\u63d2\u56fe10\" \/> <img decoding=\"async\" class=\"aligncenter\" src=\"https:\/\/www.aisharenet.com\/wp-content\/uploads\/2025\/02\/4340130d4f6c5e5.png\" title=\"\u65e0\u9700\u672c\u5730GPU\u5373\u53ef\u79c1\u6709\u5316\u90e8\u7f72 DeepSeek-R1 32B\u63d2\u56fe11\" alt=\"\u65e0\u9700\u672c\u5730GPU\u5373\u53ef\u79c1\u6709\u5316\u90e8\u7f72 DeepSeek-R1 32B\u63d2\u56fe11\" \/> <\/p>\n<p>&nbsp;<\/p>\n<h2>\u4f7f\u7528<\/h2>\n<p>\u83b7\u53d6\u7684https:\/\/condor-known-ferret.ngrok-free.app\u5982\u4f55\u4f7f\u7528\uff1f<\/p>\n<p>\u6700\u7b80\u5355\u7684\u529e\u6cd5\u662f\u5b89\u88c5&nbsp; \u4e00\u8d77\u4f7f\u7528\uff0c\u8be5\u5de5\u5177\u662f\u6d4f\u89c8\u5668\u63d2\u4ef6\uff0c\u81ea\u884c\u5b89\u88c5\u3002<\/p>\n<p>&nbsp;<\/p>\n<p><strong>\u914d\u7f6e<\/strong><\/p>\n<p>\u6253\u5f00  \u540e\uff0c\u4f60\u4f1a\u770b\u5230\u5982\u4e0b\u754c\u9762\uff0c\u8bf7\u586b\u5199\u63a5\u53e3\u5730\u5740<\/p>\n<p><img decoding=\"async\" class=\"aligncenter\" src=\"\/\/www.w3.org\/2000\/svg'%20viewBox='0%200%201296%20810'%3E%3C\/svg%3E\" title=\"\u65e0\u9700\u672c\u5730GPU\u5373\u53ef\u79c1\u6709\u5316\u90e8\u7f72 DeepSeek-R1 32B\u63d2\u56fe12\" alt=\"\u65e0\u9700\u672c\u5730GPU\u5373\u53ef\u79c1\u6709\u5316\u90e8\u7f72 DeepSeek-R1 32B\u63d2\u56fe12\" \/> <img decoding=\"async\" class=\"aligncenter\" src=\"https:\/\/www.aisharenet.com\/wp-content\/uploads\/2025\/02\/2009470e061f020.png\" title=\"\u65e0\u9700\u672c\u5730GPU\u5373\u53ef\u79c1\u6709\u5316\u90e8\u7f72 DeepSeek-R1 32B\u63d2\u56fe13\" alt=\"\u65e0\u9700\u672c\u5730GPU\u5373\u53ef\u79c1\u6709\u5316\u90e8\u7f72 DeepSeek-R1 32B\u63d2\u56fe13\" \/> <\/p>\n<p>&nbsp;<\/p>\n<p><strong>\u6b63\u5e38\u60c5\u51b5\u4e0b\u4f60\u4f1a\u770b\u5230\u81ea\u52a8\u52a0\u8f7d\u51fa\u7684\u6a21\u578b<\/strong><\/p>\n<p><img decoding=\"async\" class=\"aligncenter\" src=\"\/\/www.w3.org\/2000\/svg'%20viewBox='0%200%20837%20357'%3E%3C\/svg%3E\" title=\"\u65e0\u9700\u672c\u5730GPU\u5373\u53ef\u79c1\u6709\u5316\u90e8\u7f72 DeepSeek-R1 32B\u63d2\u56fe14\" alt=\"\u65e0\u9700\u672c\u5730GPU\u5373\u53ef\u79c1\u6709\u5316\u90e8\u7f72 DeepSeek-R1 32B\u63d2\u56fe14\" \/> <img decoding=\"async\" class=\"aligncenter\" src=\"https:\/\/www.aisharenet.com\/wp-content\/uploads\/2025\/02\/2b84d05ac9f5cf3.png\" title=\"\u65e0\u9700\u672c\u5730GPU\u5373\u53ef\u79c1\u6709\u5316\u90e8\u7f72 DeepSeek-R1 32B\u63d2\u56fe15\" alt=\"\u65e0\u9700\u672c\u5730GPU\u5373\u53ef\u79c1\u6709\u5316\u90e8\u7f72 DeepSeek-R1 32B\u63d2\u56fe15\" \/> <\/p>\n<p>&nbsp;<\/p>\n<p><strong>\u6d4b\u8bd5<\/strong><\/p>\n<p><img decoding=\"async\" class=\"aligncenter\" src=\"\/\/www.w3.org\/2000\/svg'%20viewBox='0%200%201296%20810'%3E%3C\/svg%3E\" title=\"\u65e0\u9700\u672c\u5730GPU\u5373\u53ef\u79c1\u6709\u5316\u90e8\u7f72 DeepSeek-R1 32B\u63d2\u56fe12\" alt=\"\u65e0\u9700\u672c\u5730GPU\u5373\u53ef\u79c1\u6709\u5316\u90e8\u7f72 DeepSeek-R1 32B\u63d2\u56fe12\" \/> <img decoding=\"async\" class=\"aligncenter\" src=\"https:\/\/www.aisharenet.com\/wp-content\/uploads\/2025\/02\/14524baea7a8954.png\" title=\"\u65e0\u9700\u672c\u5730GPU\u5373\u53ef\u79c1\u6709\u5316\u90e8\u7f72 DeepSeek-R1 32B\u63d2\u56fe16\" alt=\"\u65e0\u9700\u672c\u5730GPU\u5373\u53ef\u79c1\u6709\u5316\u90e8\u7f72 DeepSeek-R1 32B\u63d2\u56fe16\" \/> <\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u5bf9\u4e8e \u5728\u65e5\u5e38\u529e\u516c\u4f7f\u7528\uff0c\u76f4\u63a5\u5728\u5b98\u65b9\u7f51\u7ad9\u4e2d\u4f7f\u7528\u662f\u6700\u4f73\u9009\u62e9\uff0c\u5982\u679c\u4f60\u6709\u5176\u4ed6\u987e\u8651\u6216\u7279\u6b8a\u9700\u8981&#8230;\u5fc5\u987b\u5728&nbsp;\uff0c\u8fd9\u91cc\u7684\u5c0f\u767d\u6559\u7a0b\u5341\u5206\u9002\u5408\u4f60\u3002 \u5982\u679c\u4f60\u7684\u7535\u8111\u914d\u7f6e\u8f83\u5dee\uff0c\u4f46\u662f\u8fd8\u60f3\u90e8\u7f72\u4f7f\u7528\u79c1\u6709\u5316 DeepSeek-R1 &#8230;\u90a3\u4e48\u53ef\u4ee5\u8003\u8651\u4f7f\u7528\u514d\u8d39GPU\uff0c\u597d\u4e45\u524d\u6559\u5927\u5bb6 \uff0c\u6709\u4e00\u4e2a\u81f4\u547d\u7f3a\u70b9\uff0c\u5c31\u662f\u514d\u8d39GPU\u53ea\u80fd\u5b89\u88c514B\uff0c\u5b89\u88c532B\u4f1a\u5341\u5206\u5361\uff0c\u4f46\u7ecf\u8fc7\u5b9e\u6d4b\u53ea\u6709\u5b89\u88c5 DeepSeek-R1 32B\u4ee5\u4e0a\u8f93\u51fa\u8d28\u91cf\u624d\u80fd\u8fbe\u5230\u65e5\u5e38\u5de5\u4f5c\u9700\u8981\u3002 \u6240\u4ee5&#8230;\u6211\u4eec\u8981\u505a\u7684\u662f\u5728\u514d\u8d39GPU\u4e2d\u5b89\u88c5\u9ad8\u6548\u8fd0\u884c\u7684 DeepSeek-R1 32B\u7684\u91cf\u5316\u7248\u3002\u4ed6\u6765\u4e86\uff01 \u5728\u514d\u8d39GPU\u4e2d\u53ef\u4ee5\u505a\u5230\u6bcf\u79d2\u8f93\u51fa2~6\u4e2a\u5355\u8bcd\uff08\u6839\u636e\u95ee\u9898\u590d\u6742\u7a0b\u5ea6\u8f93\u51fa\u901f\u5ea6\u6709\u6d6e\u52a8\uff09\uff0c\u8fd9\u4e2a\u65b9\u6cd5\u7f3a\u70b9\u662f\u9700\u8981\u4e0d\u5b9a\u65f6\u5f00\u542f\u670d\u52a1\u3002 &nbsp; unsloth\u56e2\u961f\u91cf\u5316\u7248\u672cDeepSeek-R1 \u63d0\u4f9b\u7684 Qwen-32B-Q4_K_M \u7248\u672c\u76f4\u63a5\u5c31\u538b\u7f29\u5230\u4e8620GB\uff0c\u5df2\u7ecf\u80fd\u5728\u6d88\u8d39\u7ea7\u5355\u5361\u8dd1\u4e86\u3002 &nbsp; \u7b80\u5355\u6982\u62ec\u91cf\u5316\u7248\u672c\u5bf9\u7535\u8111\u6027\u80fd\u7684\u8981\u6c42 DeepSeek-R1-Distill-Qwen-32B-GGUF\u6a21\u578b\u7684\u4e0d\u540c\u91cf\u5316\u7248\u672c\u8bf4\u660e \u6bcf\u4e2a\u6587\u4ef6\u7684\u540e\u7f00\uff08\u5982Q2_K_L\u3001Q4_K_M\u7b49\uff09\u4ee3\u8868\u4e86\u4e0d\u540c\u7684\u91cf\u5316\u3002\u4ee5\u4e0b\u662f\u5b83\u4eec\u7684\u4e3b\u8981\u533a\u522b\uff1a Q2_K_L\u3001Q3_K_M\u3001Q4_K_M\u3001Q5_K_M\u3001Q6_K\u3001Q8_0 Q2\u3001Q3\u3001Q4\u3001Q5\u3001Q6\u3001Q8\u8868\u793a\u8ba1\u7b97\u6bd4\u7279\u6570\uff08\u4f8b\u5982Q4\u8868\u793a4-bit\u8ba1\u7b97\uff09\u3002 K\u5e76\u4e14M\u53ef\u80fd\u662f\u4e0d\u540c\u7684\u91cf\u5316\u7b56\u7565\u6216\u7cbe\u5ea6\u7ea7\u522b\u3002 Q8_0\u901a\u5e38\u662f8\u4f4d\u91cf\u5316\uff0c\u63a5\u8fd1FP16\u7cbe\u5ea6\uff0c\u8ba1\u7b97\u9700\u6c42\u6700\u9ad8\u4f46\u63a8\u7406\u8d28\u91cf\u8f83\u597d\u3002 DeepSeek-R1-Distill-Qwen-32B-F16 F16\u8868\u793a16\u4f4d\u6d6e\u70b9\u6570\uff08FP16\uff09\uff0c\u662f\u672a\u8ba1\u7b97\u7684\u6a21\u578b\uff0c\u7cbe\u5ea6\u6700\u9ad8\u4f46\u5360\u7528\u663e\u5b58\u6700\u5927\u3002 \u5728\u8fd9\u91cc\u4e86\u89e3\u66f4\u591a\u5173\u4e8e\u91cf\u5316\u7684\u6982\u5ff5\uff1a \u5982\u4f55\u9009\u62e9\u9002\u5408\u7684\u7248\u672c\uff1f \u4f4e\u663e\u5b58\u8bbe\u5907\uff08\u5982\u6d88\u8d39\u7ea7GPU\uff09 \u2192\u9009\u62e9Q4\u3001Q5\u91cf\u5316\uff0c\u5982Q4_K_M\u6216Q5_K_M\uff0c\u517c\u987e\u6027\u80fd\u548c\u7cbe\u5ea6\u3002 \u6781\u4f4e\u663e\u5b58\u8bbe\u5907\uff08\u5982CPU\u8fd0\u884c\uff09 \u2192\u9009\u62e9Q2\u6216Q3\u91cf\u5316\uff0c\u5982Q2_K_L\u6216Q3_K_M\uff0c\u51cf\u5c11\u5185\u5b58\u5360\u7528\u3002 \u9ad8\u6027\u80fdGPU\u670d\u52a1\u5668\u2192\u9009\u62e9Q6\u6216Q8\u91cf\u5316\uff0c\u5982Q6_K\u6216Q8_0\uff0c\u83b7\u5f97\u66f4\u597d\u7684\u63a8\u7406\u8d28\u91cf\u3002 \u6700\u6709\u6548\u2192\u9009\u62e9F16\u7248\u672c\uff0c\u4f46\u9700\u8981\u5927\u91cf\u663e\u7740\u5b58\u50a8\uff08\u7ea660GB\u4ee5\u4e0a\uff09\u3002 \u514d\u8d39GPU\u63a8\u8350\u5b89\u88c5\u7248\u672c Q2_K_L &nbsp; \u5f00\u59cb\u5b89\u88c5 DeepSeek-R1 32B \u4ece\u5982\u4f55\u83b7\u53d6\u514d\u8d39GPU\u76f4\u81f3\u5b89\u88c5\u597d \u8fc7\u7a0b\u7565\u8fc7\uff0c\u6216\u9605\u8bfb\uff1a\uff0c\u56e0\u4e3a\u548c\u4e4b\u524d\u6559\u7a0b\u552f\u4e00\u4e0d\u540c\u5c31\u662f\u5b89\u88c5\u547d\u4ee4\u7565\u6709\u53d8\u5316\u3002 \u76f4\u63a5\u8fdb\u5165\u5230\u5982\u4f55\u5728Ollama\u4e2d\u5b89\u88c5\u7279\u5b9a\u91cf\u5316\u7248\u672c\u7684\u6d41\u7a0b\u3002\u611f\u8c22 Ollama \u5df2\u7ecf\u628a\u6574\u4e2a\u5b89\u88c5\u8fc7\u7a0b\u7b80\u5316\u5230\u6781\u81f4\uff0c\u53ea\u9700\u5b66\u4f1a\u4e00\u4e2a\u5b89\u88c5\u547d\u4ee4\u5373\u53ef\u3002 &nbsp; 1.\u5b89\u88c5huggingface\u91cf\u5316\u7248\u672c\u6a21\u578b\u7684\u57fa\u7840\u547d\u4ee4\u683c\u5f0f \u8bb0\u4f4f\u4ee5\u4e0b\u5b89\u88c5\u547d\u4ee4\u683c\u5f0f ollama run hf.co\/{username}:{reponame} &nbsp; 2.\u9009\u62e9\u91cf\u5316\u7248\u672c \u6240\u6709\u91cf\u5316\u7248\u672c\u5217\u8868\uff1ahttps:\/\/huggingface.co\/unsloth\/DeepSeek-R1-Distill-Qwen-32B-GGUF\/tree\/main [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[13],"tags":[],"class_list":["post-55401","post","type-post","status-publish","format-standard","hentry","category-ai"],"_links":{"self":[{"href":"https:\/\/fwq.ai\/blog\/wp-json\/wp\/v2\/posts\/55401","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/fwq.ai\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/fwq.ai\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/fwq.ai\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/fwq.ai\/blog\/wp-json\/wp\/v2\/comments?post=55401"}],"version-history":[{"count":0,"href":"https:\/\/fwq.ai\/blog\/wp-json\/wp\/v2\/posts\/55401\/revisions"}],"wp:attachment":[{"href":"https:\/\/fwq.ai\/blog\/wp-json\/wp\/v2\/media?parent=55401"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/fwq.ai\/blog\/wp-json\/wp\/v2\/categories?post=55401"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/fwq.ai\/blog\/wp-json\/wp\/v2\/tags?post=55401"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}