{"id":2087,"date":"2026-10-28T09:30:10","date_gmt":"2026-10-28T01:30:10","guid":{"rendered":"https:\/\/blog.adyu.top\/?p=2087"},"modified":"2026-10-31T10:06:28","modified_gmt":"2026-10-31T02:06:28","slug":"%e6%9c%ac%e5%9c%b0%e9%83%a8%e7%bd%b2%e5%a4%a7%e6%a8%a1%e5%9e%8b%e5%ae%9e%e6%88%98%ef%bc%9a%e5%85%88%e7%ae%97%e6%98%be%e5%ad%98%ef%bc%8c%e5%86%8d%e6%8c%91%e6%98%be%e5%8d%a1","status":"publish","type":"post","link":"https:\/\/tickets.adyu.top\/index.php\/2087\/","title":{"rendered":"\u672c\u5730\u90e8\u7f72\u5927\u6a21\u578b\u5b9e\u6218\uff1a\u5148\u7b97\u663e\u5b58\uff0c\u518d\u6311\u663e\u5361"},"content":{"rendered":"<div class=\"entry-content\" itemprop=\"text\">\n<p>\u5f88\u591a\u4eba\u672c\u5730\u8dd1\u5927\u6a21\u578b\u7684\u7b2c\u4e00\u6b65\u662f\u300c\u4e70\u5f20\u663e\u5361\u300d\uff0c\u7b2c\u4e8c\u6b65\u624d\u53d1\u73b0\u6a21\u578b\u52a0\u8f7d\u4e0d\u8d77\u6765\u3002\u987a\u5e8f\u53cd\u4e86\u3002\u771f\u6b63\u51b3\u5b9a\u80fd\u4e0d\u80fd\u8dd1\u8d77\u6765\u7684\uff0c\u662f\u663e\u5b58\u9884\u7b97\uff1a\u6a21\u578b\u6743\u91cd\u3001KV \u7f13\u5b58\u3001\u8fd0\u884c\u65f6\u5f00\u9500\u4e09\u8005\u76f8\u52a0\uff0c\u8d85\u4e00\u70b9\u5c31\u4f1a OOM\uff08\u663e\u5b58\u4e0d\u8db3\uff09\u6216\u8005\u88ab\u7cfb\u7edf\u6084\u6084\u4e22\u5230\u5185\u5b58\u91cc\uff0c\u901f\u5ea6\u6389\u5230\u65e0\u6cd5\u63a5\u53d7\u3002<\/p>\n<p>\u8fd9\u7bc7\u6587\u7ae0\u7ed9\u4e00\u5957\u53ef\u4ee5\u76f4\u63a5\u5957\u7528\u7684\u4f30\u7b97\u65b9\u6cd5\uff0c\u4ee5\u53ca\u5728\u4e0d\u540c\u9884\u7b97\u4e0b\u7684\u786c\u4ef6\u9009\u578b\u601d\u8def\u3002<\/p>\n<h3>\u4e00\u3001\u663e\u5b58\u88ab\u8c01\u5403\u6389\u4e86<\/h3>\n<p>\u4e00\u6b21\u63a8\u7406\u8bf7\u6c42\u7684\u663e\u5b58\u5360\u7528\uff0c\u5927\u81f4\u7531\u56db\u5757\u6784\u6210\uff1a<\/p>\n<ul>\n<li><strong>\u6743\u91cd\uff08weights\uff09<\/strong>\uff1a\u6a21\u578b\u53c2\u6570\u672c\u8eab\uff0c\u7531\u53c2\u6570\u91cf\u548c\u91cf\u5316\u7cbe\u5ea6\u51b3\u5b9a\uff0c\u662f\u6700\u5927\u7684\u4e00\u5757\u3002<\/li>\n<li><strong>KV \u7f13\u5b58\uff08KV cache\uff09<\/strong>\uff1a\u968f\u4e0a\u4e0b\u6587\u957f\u5ea6\u548c\u5e76\u53d1\u6570\u7ebf\u6027\u589e\u957f\uff0c\u662f\u957f\u6587\u672c\u573a\u666f\u7684\u4e3b\u8981\u53d8\u91cf\u3002<\/li>\n<li><strong>\u8fd0\u884c\u65f6\u5f00\u9500<\/strong>\uff1a\u6846\u67b6\u3001CUDA \u4e0a\u4e0b\u6587\u3001\u7b97\u5b50\u4e34\u65f6\u7f13\u51b2\uff0c\u901a\u5e38 0.5\u20131.5 GB \u8d77\u6b65\u3002<\/li>\n<li><strong>\u6279\u5904\u7406\u4e0e\u788e\u7247<\/strong>\uff1a\u5e76\u53d1\u63d0\u9ad8\u540e\u663e\u5b58\u788e\u7247\u4f1a\u660e\u663e\u589e\u52a0\uff0c\u9700\u8981\u9884\u7559\u4f59\u91cf\u3002<\/li>\n<\/ul>\n<p>\u5148\u4f30\u6743\u91cd\uff0c\u518d\u4f30 KV \u7f13\u5b58\uff0c\u6700\u540e\u52a0\u56fa\u5b9a\u5f00\u9500\u548c 15%\u201320% \u7684\u4f59\u91cf\uff0c\u8fd9\u5c31\u662f\u4f60\u7684\u663e\u5b58\u4e0b\u9650\u3002<\/p>\n<h3>\u4e8c\u3001\u6743\u91cd\u663e\u5b58\u901f\u7b97<\/h3>\n<p>\u6743\u91cd\u7684\u8fd1\u4f3c\u7b97\u6cd5\u662f\u300c\u53c2\u6570\u91cf \u00d7 \u6bcf\u53c2\u6570\u5b57\u8282\u6570\u300d\uff1a<\/p>\n<pre><code class=\"language-python\">def weights_gb(params_b, bytes_per_param):\n    # params_b: \u53c2\u6570\u91cf\uff0c\u5355\u4f4d\u5341\u4ebf\uff08B\uff09\n    # bytes_per_param: FP16=2, INT8=1, INT4 \u7ea6 0.5\uff08\u53e6\u52a0\u7ea6 5%-10% \u7f29\u653e\u5f00\u9500\uff09\n    return params_b * bytes_per_param * 1.08\n\nfor p in (7, 8, 13, 32, 70):\n    print(p, \"B  INT4 \u2248\", round(weights_gb(p, 0.5), 1), \"GB\",\n          \" FP16 \u2248\", round(weights_gb(p, 2), 1), \"GB\")<\/code><\/pre>\n<p>\u5e38\u89c1\u89c4\u6a21\u7684\u7ed3\u679c\u5927\u81f4\u5982\u4e0b\uff08\u5355\u7cbe\u5ea6\u7c97\u7b97\uff0c\u4ec5\u4f5c\u9009\u578b\u53c2\u8003\uff09\uff1a<\/p>\n<table>\n<thead>\n<tr>\n<th>\u53c2\u6570\u91cf<\/th>\n<th>FP16<\/th>\n<th>INT8<\/th>\n<th>INT4<\/th>\n<th>\u5178\u578b\u53ef\u8dd1\u8bbe\u5907<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>7B\u20138B<\/td>\n<td>\u7ea6 15 GB<\/td>\n<td>\u7ea6 8 GB<\/td>\n<td>\u7ea6 4.5 GB<\/td>\n<td>12\u201316 GB \u5355\u5361<\/td>\n<\/tr>\n<tr>\n<td>13B\u201314B<\/td>\n<td>\u7ea6 27 GB<\/td>\n<td>\u7ea6 14 GB<\/td>\n<td>\u7ea6 8 GB<\/td>\n<td>16\u201324 GB \u5355\u5361<\/td>\n<\/tr>\n<tr>\n<td>32B<\/td>\n<td>\u7ea6 65 GB<\/td>\n<td>\u7ea6 33 GB<\/td>\n<td>\u7ea6 18 GB<\/td>\n<td>24 GB \u5355\u5361\u52c9\u5f3a\u3001\u53cc\u5361\u66f4\u7a33<\/td>\n<\/tr>\n<tr>\n<td>70B<\/td>\n<td>\u7ea6 145 GB<\/td>\n<td>\u7ea6 73 GB<\/td>\n<td>\u7ea6 40 GB<\/td>\n<td>\u591a\u5361\u6216\u5927\u7edf\u4e00\u5185\u5b58<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u7ed3\u8bba\u5f88\u76f4\u63a5\uff1a<strong>\u60f3\u7528\u5355\u5f20 16 GB \u663e\u5361\uff0c\u5c31\u8001\u8001\u5b9e\u5b9e\u9009 8B \u7ea7\u522b\u7684 INT4 \u91cf\u5316\u6a21\u578b<\/strong>\uff0c\u4e0d\u8981\u76ef\u7740 FP16 \u7684 32B\u3002<\/p>\n<h3>\u4e09\u3001KV \u7f13\u5b58\uff1a\u957f\u6587\u672c\u624d\u662f\u9690\u85cf\u6210\u672c<\/h3>\n<p>KV \u7f13\u5b58\u7684\u8fd1\u4f3c\u516c\u5f0f\uff1a<\/p>\n<pre><code class=\"language-text\">KV \u2248 2 \u00d7 \u5c42\u6570 \u00d7 KV\u5934\u6570 \u00d7 \u5934\u7ef4\u5ea6 \u00d7 \u5e8f\u5217\u957f\u5ea6 \u00d7 \u6279\u5927\u5c0f \u00d7 \u6bcf\u5143\u7d20\u5b57\u8282\u6570<\/code><\/pre>\n<p>\u4ee3\u5165\u4e00\u4e2a 8B \u7ea7\u522b\u6a21\u578b\uff0832 \u5c42\u30018 \u4e2a KV \u5934\u3001\u6bcf\u5934 128 \u7ef4\u3001FP16\uff09\uff1a<\/p>\n<ul>\n<li>\u5355\u6761 8K \u4e0a\u4e0b\u6587\uff1a\u7ea6 1 GB \u5de6\u53f3\uff1b<\/li>\n<li>\u5355\u6761 32K \u4e0a\u4e0b\u6587\uff1a\u7ea6 4 GB \u5de6\u53f3\uff1b<\/li>\n<li>4 \u6761 32K \u5e76\u53d1\uff1a\u7ea6 16 GB\uff0c\u76f4\u63a5\u8d85\u8fc7\u6a21\u578b\u6743\u91cd\u672c\u8eab\u3002<\/li>\n<\/ul>\n<p>\u8fd9\u89e3\u91ca\u4e86\u4e00\u4e2a\u5e38\u89c1\u73b0\u8c61\uff1a\u77ed\u5bf9\u8bdd\u5f88\u6d41\u7545\uff0c\u4e00\u8d34\u957f\u6587\u6863\u5c31\u5361\u6b7b\u2014\u2014\u4e0d\u662f\u6a21\u578b\u4e0d\u884c\uff0c\u662f\u4e0a\u4e0b\u6587\u628a\u663e\u5b58\u5403\u7a7f\u4e86\u3002<\/p>\n<h3>\u56db\u3001\u91cf\u5316\u683c\u5f0f\u600e\u4e48\u9009<\/h3>\n<table>\n<thead>\n<tr>\n<th>\u683c\u5f0f<\/th>\n<th>\u9002\u5408\u573a\u666f<\/th>\n<th>\u4f18\u70b9<\/th>\n<th>\u4ee3\u4ef7<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>GGUF\uff08Q4_K_M \u7b49\uff09<\/td>\n<td>\u5355\u673a CPU+GPU \u6df7\u5408\u3001\u6d88\u8d39\u7ea7\u663e\u5361<\/td>\n<td>\u95e8\u69db\u6700\u4f4e\uff0cCPU \u4e5f\u80fd\u8dd1<\/td>\n<td>\u5e76\u53d1\u80fd\u529b\u5f31<\/td>\n<\/tr>\n<tr>\n<td>AWQ \/ GPTQ\uff084bit\uff09<\/td>\n<td>\u5355\u5361 GPU \u670d\u52a1<\/td>\n<td>\u663e\u5b58\u7701\u3001GPU \u63a8\u7406\u5feb<\/td>\n<td>\u9700\u8981\u9884\u5148\u91cf\u5316\u6743\u91cd<\/td>\n<\/tr>\n<tr>\n<td>FP8<\/td>\n<td>\u8f83\u65b0\u67b6\u6784\u7684 GPU<\/td>\n<td>\u7cbe\u5ea6\u635f\u5931\u5c0f<\/td>\n<td>\u786c\u4ef6\u8981\u6c42\u9ad8<\/td>\n<\/tr>\n<tr>\n<td>FP16 \/ BF16<\/td>\n<td>\u6709\u5145\u8db3\u663e\u5b58<\/td>\n<td>\u7cbe\u5ea6\u6700\u597d<\/td>\n<td>\u663e\u5b58\u9700\u6c42\u7ffb\u500d<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u4e00\u822c\u5efa\u8bae\uff1a<strong>\u5148\u8dd1 FP16 \u7684\u91cf\u5316\u7248\u5bf9\u6bd4\u6548\u679c\uff0c\u786e\u8ba4\u80fd\u6ee1\u8db3\u4e1a\u52a1\uff0c\u518d\u51b3\u5b9a\u662f\u5426\u4e3a\u4e86\u901f\u5ea6\u4e0a\u66f4\u4f4e\u6bd4\u7279<\/strong>\u3002\u987a\u5e8f\u53cd\u8fc7\u6765\uff0c\u5f88\u5bb9\u6613\u628a\u300c\u6a21\u578b\u80fd\u529b\u4e0d\u8db3\u300d\u8bef\u5224\u6210\u300c\u4efb\u52a1\u672c\u8eab\u505a\u4e0d\u5230\u300d\u3002<\/p>\n<h3>\u4e94\u3001\u6309\u9884\u7b97\u9009\u786c\u4ef6<\/h3>\n<ul>\n<li><strong>\u6838\u663e\/\u8f7b\u8584\u672c<\/strong>\uff1a8B \u4ee5\u4e0b INT4 + GGUF\uff0cCPU \u6216\u6838\u663e\u6df7\u5408\u63a8\u7406\u3002\u53ef\u7528\uff0c\u4f46\u53ea\u9002\u5408\u5355\u8f6e\u95ee\u7b54\uff0c\u4e0d\u505a\u957f\u4e0a\u4e0b\u6587\u3002<\/li>\n<li><strong>\u5355\u5f20 16 GB \u6d88\u8d39\u5361<\/strong>\uff1a8B INT4 \u8212\u9002\uff0c13B INT4 \u53ef\u884c\uff0c\u957f\u4e0a\u4e0b\u6587\u8981\u6536\u7740\u7528\u3002<\/li>\n<li><strong>\u5355\u5f20 24 GB \u6d88\u8d39\u5361<\/strong>\uff1a13B\u201314B INT4 \u8212\u9002\uff0c32B INT4 \u80fd\u88c5\u4f46\u8981\u727a\u7272\u4e0a\u4e0b\u6587\u548c\u5e76\u53d1\u3002<\/li>\n<li><strong>\u5927\u7edf\u4e00\u5185\u5b58\u5e73\u53f0\uff08\u5982\u9ad8\u5185\u5b58\u5bb9\u91cf\u5de5\u4f5c\u7ad9\uff09<\/strong>\uff1a\u80fd\u88c5 70B \u7ea7\u522b\u7684\u91cf\u5316\u6a21\u578b\uff0c\u4ee3\u4ef7\u662f\u5e26\u5bbd\u6709\u9650\u3001\u751f\u6210\u901f\u5ea6\u6162\uff0c\u9002\u5408\u79bb\u7ebf\u6279\u5904\u7406\u800c\u975e\u4ea4\u4e92\u3002<\/li>\n<li><strong>\u591a\u5361\u6216\u670d\u52a1\u5668<\/strong>\uff1a\u624d\u8c08 FP16 \u4e0e\u5e76\u53d1\u670d\u52a1\u5316\u3002<\/li>\n<\/ul>\n<h3>\u516d\u3001\u843d\u5730\u524d\u5148\u8dd1\u901a\u7684\u68c0\u67e5\u6e05\u5355<\/h3>\n<ol>\n<li>\u786e\u8ba4\u6a21\u578b\u6743\u91cd\u5927\u5c0f\u4e0e\u4f60\u7b97\u51fa\u6765\u7684\u663e\u5b58\u4e0b\u9650\u4e00\u81f4\uff0c\u522b\u53ea\u770b\u6a21\u578b\u540d\u3002<\/li>\n<li>\u660e\u786e\u4e1a\u52a1\u771f\u6b63\u7684\u4e0a\u4e0b\u6587\u957f\u5ea6\uff0c\u6309 2 \u500d\u9884\u7559 KV \u7f13\u5b58\u3002<\/li>\n<li>\u5148\u7528\u6700\u5c0f\u53ef\u7528\u6846\u67b6\u8dd1\u901a\u4e00\u6b21\u5b8c\u6574\u8bf7\u6c42\uff0c\u518d\u8c08\u4f18\u5316\u3002<\/li>\n<li>\u8bb0\u5f55\u9996\u5b57\u5ef6\u8fdf\u4e0e\u6bcf\u79d2\u751f\u6210 token \u6570\u4e24\u4e2a\u6307\u6807\uff0c\u4f5c\u4e3a\u540e\u7eed\u5bf9\u6bd4\u57fa\u7ebf\u3002<\/li>\n<li>\u8dd1\u4e00\u8f6e\u538b\u529b\u6d4b\u8bd5\uff0c\u89c2\u5bdf\u663e\u5b58\u788e\u7247\u4e0e\u5e76\u53d1\u4e0a\u9650\u3002<\/li>\n<li>\u628a\u91cf\u5316\u7248\u672c\u4e0e\u5b9e\u9645\u6548\u679c\u4e00\u8d77\u8bb0\u5f55\uff0c\u907f\u514d\u53ea\u8bb0\u4f4f\u300c\u8dd1\u901a\u4e86\u300d\u800c\u5fd8\u4e86\u300c\u6548\u679c\u5982\u4f55\u300d\u3002<\/li>\n<\/ol>\n<h3>\u5c0f\u7ed3<\/h3>\n<p>\u672c\u5730\u90e8\u7f72\u7684\u95e8\u69db\u4e0d\u5728\u663e\u5361\u4ef7\u683c\uff0c\u800c\u5728<strong>\u662f\u5426\u5148\u628a\u663e\u5b58\u8d26\u7b97\u6e05\u695a<\/strong>\u3002\u6743\u91cd\u51b3\u5b9a\u4e0b\u9650\uff0cKV \u7f13\u5b58\u51b3\u5b9a\u4e0a\u9650\uff0c\u91cf\u5316\u51b3\u5b9a\u4f60\u80fd\u5728\u8fd9\u4e24\u8005\u4e4b\u95f4\u6362\u5230\u591a\u5c11\u7a7a\u95f4\u3002\u628a\u8fd9\u4e09\u4ef6\u4e8b\u6309\u987a\u5e8f\u7b97\u4e00\u904d\uff0c\u9009\u578b\u57fa\u672c\u4e0d\u4f1a\u6709\u60ca\u559c\u3002<\/p>\n<\/div>\n<p style=\"font-size:12px;color:#888;margin-top:24px;\">\u539f\u6587\u6765\u6e90\uff1a<a href=\"https:\/\/adyu.my-place.us\/1980\/\" target=\"_blank\" rel=\"nofollow\">https:\/\/adyu.my-place.us\/1980\/<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u5f88\u591a\u4eba\u672c\u5730\u8dd1\u5927\u6a21\u578b\u7684\u7b2c\u4e00\u6b65\u662f\u300c\u4e70\u5f20\u663e\u5361\u300d\uff0c\u7b2c\u4e8c\u6b65\u624d\u53d1\u73b0\u6a21\u578b\u52a0\u8f7d\u4e0d\u8d77\u6765\u3002\u987a\u5e8f\u53cd\u4e86\u3002\u771f\u6b63\u51b3\u5b9a\u80fd\u4e0d\u80fd\u8dd1\u8d77\u6765\u7684\uff0c\u662f\u663e\u5b58\u9884\u7b97\uff1a\u6a21\u578b\u6743\u91cd\u3001KV \u7f13\u5b58\u3001\u8fd0\u884c\u65f6\u5f00\u9500\u4e09\u8005\u76f8\u52a0\uff0c\u8d85\u4e00\u70b9\u5c31\u4f1a OOM\uff08\u663e\u5b58\u4e0d\u8db3\uff09\u6216\u8005\u88ab\u7cfb\u7edf\u6084\u6084\u4e22\u5230\u5185\u5b58\u91cc\uff0c\u901f\u5ea6\u6389\u5230\u65e0\u6cd5\u63a5\u53d7\u3002 \u8fd9\u7bc7\u6587\u7ae0\u7ed9\u4e00\u5957\u53ef\u4ee5\u76f4\u63a5\u5957\u7528\u7684\u4f30\u7b97\u65b9\u6cd5\uff0c\u4ee5\u53ca\u5728\u4e0d\u540c\u9884\u7b97\u4e0b\u7684\u786c\u4ef6\u9009\u578b\u601d<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-2087","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"views":8,"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.8 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>\u672c\u5730\u90e8\u7f72\u5927\u6a21\u578b\u5b9e\u6218\uff1a\u5148\u7b97\u663e\u5b58\uff0c\u518d\u6311\u663e\u5361 - adyu\u5de5\u5177<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/nextcloud.adyu.top\/index.php\/2087\/\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u672c\u5730\u90e8\u7f72\u5927\u6a21\u578b\u5b9e\u6218\uff1a\u5148\u7b97\u663e\u5b58\uff0c\u518d\u6311\u663e\u5361 - adyu\u5de5\u5177\" \/>\n<meta property=\"og:description\" content=\"\u5f88\u591a\u4eba\u672c\u5730\u8dd1\u5927\u6a21\u578b\u7684\u7b2c\u4e00\u6b65\u662f\u300c\u4e70\u5f20\u663e\u5361\u300d\uff0c\u7b2c\u4e8c\u6b65\u624d\u53d1\u73b0\u6a21\u578b\u52a0\u8f7d\u4e0d\u8d77\u6765\u3002\u987a\u5e8f\u53cd\u4e86\u3002\u771f\u6b63\u51b3\u5b9a\u80fd\u4e0d\u80fd\u8dd1\u8d77\u6765\u7684\uff0c\u662f\u663e\u5b58\u9884\u7b97\uff1a\u6a21\u578b\u6743\u91cd\u3001KV \u7f13\u5b58\u3001\u8fd0\u884c\u65f6\u5f00\u9500\u4e09\u8005\u76f8\u52a0\uff0c\u8d85\u4e00\u70b9\u5c31\u4f1a OOM\uff08\u663e\u5b58\u4e0d\u8db3\uff09\u6216\u8005\u88ab\u7cfb\u7edf\u6084\u6084\u4e22\u5230\u5185\u5b58\u91cc\uff0c\u901f\u5ea6\u6389\u5230\u65e0\u6cd5\u63a5\u53d7\u3002 \u8fd9\u7bc7\u6587\u7ae0\u7ed9\u4e00\u5957\u53ef\u4ee5\u76f4\u63a5\u5957\u7528\u7684\u4f30\u7b97\u65b9\u6cd5\uff0c\u4ee5\u53ca\u5728\u4e0d\u540c\u9884\u7b97\u4e0b\u7684\u786c\u4ef6\u9009\u578b\u601d\" \/>\n<meta property=\"og:url\" content=\"https:\/\/nextcloud.adyu.top\/index.php\/2087\/\" \/>\n<meta property=\"og:site_name\" content=\"adyu\u5de5\u5177\" \/>\n<meta property=\"article:published_time\" content=\"2026-10-28T01:30:10+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2026-10-31T02:06:28+00:00\" \/>\n<meta name=\"author\" content=\"hsyhp\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u4f5c\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"hsyhp\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4\" \/>\n\t<meta name=\"twitter:data2\" content=\"1 \u5206\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/nextcloud.adyu.top\\\/index.php\\\/2087\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/nextcloud.adyu.top\\\/index.php\\\/2087\\\/\"},\"author\":{\"name\":\"hsyhp\",\"@id\":\"https:\\\/\\\/nextcloud.adyu.top\\\/#\\\/schema\\\/person\\\/a52695fa247e0c79f46252c7977d74f5\"},\"headline\":\"\u672c\u5730\u90e8\u7f72\u5927\u6a21\u578b\u5b9e\u6218\uff1a\u5148\u7b97\u663e\u5b58\uff0c\u518d\u6311\u663e\u5361\",\"datePublished\":\"2026-10-28T01:30:10+00:00\",\"dateModified\":\"2026-10-31T02:06:28+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/nextcloud.adyu.top\\\/index.php\\\/2087\\\/\"},\"wordCount\":90,\"publisher\":{\"@id\":\"https:\\\/\\\/nextcloud.adyu.top\\\/#\\\/schema\\\/person\\\/a52695fa247e0c79f46252c7977d74f5\"},\"inLanguage\":\"zh-Hans\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/nextcloud.adyu.top\\\/index.php\\\/2087\\\/\",\"url\":\"https:\\\/\\\/nextcloud.adyu.top\\\/index.php\\\/2087\\\/\",\"name\":\"\u672c\u5730\u90e8\u7f72\u5927\u6a21\u578b\u5b9e\u6218\uff1a\u5148\u7b97\u663e\u5b58\uff0c\u518d\u6311\u663e\u5361 - adyu\u5de5\u5177\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/nextcloud.adyu.top\\\/#website\"},\"datePublished\":\"2026-10-28T01:30:10+00:00\",\"dateModified\":\"2026-10-31T02:06:28+00:00\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/nextcloud.adyu.top\\\/index.php\\\/2087\\\/#breadcrumb\"},\"inLanguage\":\"zh-Hans\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/nextcloud.adyu.top\\\/index.php\\\/2087\\\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/nextcloud.adyu.top\\\/index.php\\\/2087\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"\u9996\u9875\",\"item\":\"https:\\\/\\\/nextcloud.adyu.top\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"\u672c\u5730\u90e8\u7f72\u5927\u6a21\u578b\u5b9e\u6218\uff1a\u5148\u7b97\u663e\u5b58\uff0c\u518d\u6311\u663e\u5361\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/nextcloud.adyu.top\\\/#website\",\"url\":\"https:\\\/\\\/nextcloud.adyu.top\\\/\",\"name\":\"adyu\u5de5\u5177\",\"description\":\"\",\"publisher\":{\"@id\":\"https:\\\/\\\/nextcloud.adyu.top\\\/#\\\/schema\\\/person\\\/a52695fa247e0c79f46252c7977d74f5\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/nextcloud.adyu.top\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"zh-Hans\"},{\"@type\":[\"Person\",\"Organization\"],\"@id\":\"https:\\\/\\\/nextcloud.adyu.top\\\/#\\\/schema\\\/person\\\/a52695fa247e0c79f46252c7977d74f5\",\"name\":\"hsyhp\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-Hans\",\"@id\":\"http:\\\/\\\/8.217.15.129\\\/wp-content\\\/uploads\\\/2026\\\/03\\\/featured-image-4253.jpg\",\"url\":\"http:\\\/\\\/8.217.15.129\\\/wp-content\\\/uploads\\\/2026\\\/03\\\/featured-image-4253.jpg\",\"contentUrl\":\"http:\\\/\\\/8.217.15.129\\\/wp-content\\\/uploads\\\/2026\\\/03\\\/featured-image-4253.jpg\",\"width\":1606,\"height\":879,\"caption\":\"hsyhp\"},\"logo\":{\"@id\":\"http:\\\/\\\/8.217.15.129\\\/wp-content\\\/uploads\\\/2026\\\/03\\\/featured-image-4253.jpg\"},\"sameAs\":[\"http:\\\/\\\/8.217.15.129\"],\"url\":\"https:\\\/\\\/tickets.adyu.top\\\/index.php\\\/author\\\/hsyhp\\\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"\u672c\u5730\u90e8\u7f72\u5927\u6a21\u578b\u5b9e\u6218\uff1a\u5148\u7b97\u663e\u5b58\uff0c\u518d\u6311\u663e\u5361 - adyu\u5de5\u5177","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/nextcloud.adyu.top\/index.php\/2087\/","og_locale":"zh_CN","og_type":"article","og_title":"\u672c\u5730\u90e8\u7f72\u5927\u6a21\u578b\u5b9e\u6218\uff1a\u5148\u7b97\u663e\u5b58\uff0c\u518d\u6311\u663e\u5361 - adyu\u5de5\u5177","og_description":"\u5f88\u591a\u4eba\u672c\u5730\u8dd1\u5927\u6a21\u578b\u7684\u7b2c\u4e00\u6b65\u662f\u300c\u4e70\u5f20\u663e\u5361\u300d\uff0c\u7b2c\u4e8c\u6b65\u624d\u53d1\u73b0\u6a21\u578b\u52a0\u8f7d\u4e0d\u8d77\u6765\u3002\u987a\u5e8f\u53cd\u4e86\u3002\u771f\u6b63\u51b3\u5b9a\u80fd\u4e0d\u80fd\u8dd1\u8d77\u6765\u7684\uff0c\u662f\u663e\u5b58\u9884\u7b97\uff1a\u6a21\u578b\u6743\u91cd\u3001KV \u7f13\u5b58\u3001\u8fd0\u884c\u65f6\u5f00\u9500\u4e09\u8005\u76f8\u52a0\uff0c\u8d85\u4e00\u70b9\u5c31\u4f1a OOM\uff08\u663e\u5b58\u4e0d\u8db3\uff09\u6216\u8005\u88ab\u7cfb\u7edf\u6084\u6084\u4e22\u5230\u5185\u5b58\u91cc\uff0c\u901f\u5ea6\u6389\u5230\u65e0\u6cd5\u63a5\u53d7\u3002 \u8fd9\u7bc7\u6587\u7ae0\u7ed9\u4e00\u5957\u53ef\u4ee5\u76f4\u63a5\u5957\u7528\u7684\u4f30\u7b97\u65b9\u6cd5\uff0c\u4ee5\u53ca\u5728\u4e0d\u540c\u9884\u7b97\u4e0b\u7684\u786c\u4ef6\u9009\u578b\u601d","og_url":"https:\/\/nextcloud.adyu.top\/index.php\/2087\/","og_site_name":"adyu\u5de5\u5177","article_published_time":"2026-10-28T01:30:10+00:00","article_modified_time":"2026-10-31T02:06:28+00:00","author":"hsyhp","twitter_card":"summary_large_image","twitter_misc":{"\u4f5c\u8005":"hsyhp","\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4":"1 \u5206"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/nextcloud.adyu.top\/index.php\/2087\/#article","isPartOf":{"@id":"https:\/\/nextcloud.adyu.top\/index.php\/2087\/"},"author":{"name":"hsyhp","@id":"https:\/\/nextcloud.adyu.top\/#\/schema\/person\/a52695fa247e0c79f46252c7977d74f5"},"headline":"\u672c\u5730\u90e8\u7f72\u5927\u6a21\u578b\u5b9e\u6218\uff1a\u5148\u7b97\u663e\u5b58\uff0c\u518d\u6311\u663e\u5361","datePublished":"2026-10-28T01:30:10+00:00","dateModified":"2026-10-31T02:06:28+00:00","mainEntityOfPage":{"@id":"https:\/\/nextcloud.adyu.top\/index.php\/2087\/"},"wordCount":90,"publisher":{"@id":"https:\/\/nextcloud.adyu.top\/#\/schema\/person\/a52695fa247e0c79f46252c7977d74f5"},"inLanguage":"zh-Hans"},{"@type":"WebPage","@id":"https:\/\/nextcloud.adyu.top\/index.php\/2087\/","url":"https:\/\/nextcloud.adyu.top\/index.php\/2087\/","name":"\u672c\u5730\u90e8\u7f72\u5927\u6a21\u578b\u5b9e\u6218\uff1a\u5148\u7b97\u663e\u5b58\uff0c\u518d\u6311\u663e\u5361 - adyu\u5de5\u5177","isPartOf":{"@id":"https:\/\/nextcloud.adyu.top\/#website"},"datePublished":"2026-10-28T01:30:10+00:00","dateModified":"2026-10-31T02:06:28+00:00","breadcrumb":{"@id":"https:\/\/nextcloud.adyu.top\/index.php\/2087\/#breadcrumb"},"inLanguage":"zh-Hans","potentialAction":[{"@type":"ReadAction","target":["https:\/\/nextcloud.adyu.top\/index.php\/2087\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/nextcloud.adyu.top\/index.php\/2087\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"\u9996\u9875","item":"https:\/\/nextcloud.adyu.top\/"},{"@type":"ListItem","position":2,"name":"\u672c\u5730\u90e8\u7f72\u5927\u6a21\u578b\u5b9e\u6218\uff1a\u5148\u7b97\u663e\u5b58\uff0c\u518d\u6311\u663e\u5361"}]},{"@type":"WebSite","@id":"https:\/\/nextcloud.adyu.top\/#website","url":"https:\/\/nextcloud.adyu.top\/","name":"adyu\u5de5\u5177","description":"","publisher":{"@id":"https:\/\/nextcloud.adyu.top\/#\/schema\/person\/a52695fa247e0c79f46252c7977d74f5"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/nextcloud.adyu.top\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"zh-Hans"},{"@type":["Person","Organization"],"@id":"https:\/\/nextcloud.adyu.top\/#\/schema\/person\/a52695fa247e0c79f46252c7977d74f5","name":"hsyhp","image":{"@type":"ImageObject","inLanguage":"zh-Hans","@id":"http:\/\/8.217.15.129\/wp-content\/uploads\/2026\/03\/featured-image-4253.jpg","url":"http:\/\/8.217.15.129\/wp-content\/uploads\/2026\/03\/featured-image-4253.jpg","contentUrl":"http:\/\/8.217.15.129\/wp-content\/uploads\/2026\/03\/featured-image-4253.jpg","width":1606,"height":879,"caption":"hsyhp"},"logo":{"@id":"http:\/\/8.217.15.129\/wp-content\/uploads\/2026\/03\/featured-image-4253.jpg"},"sameAs":["http:\/\/8.217.15.129"],"url":"https:\/\/tickets.adyu.top\/index.php\/author\/hsyhp\/"}]}},"_links":{"self":[{"href":"https:\/\/tickets.adyu.top\/index.php\/wp-json\/wp\/v2\/posts\/2087","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/tickets.adyu.top\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/tickets.adyu.top\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/tickets.adyu.top\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/tickets.adyu.top\/index.php\/wp-json\/wp\/v2\/comments?post=2087"}],"version-history":[{"count":1,"href":"https:\/\/tickets.adyu.top\/index.php\/wp-json\/wp\/v2\/posts\/2087\/revisions"}],"predecessor-version":[{"id":2088,"href":"https:\/\/tickets.adyu.top\/index.php\/wp-json\/wp\/v2\/posts\/2087\/revisions\/2088"}],"wp:attachment":[{"href":"https:\/\/tickets.adyu.top\/index.php\/wp-json\/wp\/v2\/media?parent=2087"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/tickets.adyu.top\/index.php\/wp-json\/wp\/v2\/categories?post=2087"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/tickets.adyu.top\/index.php\/wp-json\/wp\/v2\/tags?post=2087"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}