{"id":2847,"date":"2026-03-08T10:03:53","date_gmt":"2026-03-08T02:03:53","guid":{"rendered":"https:\/\/www.starverse-ai.com\/guide\/archives\/2847"},"modified":"2026-03-08T10:03:53","modified_gmt":"2026-03-08T02:03:53","slug":"%e8%b7%91%e9%80%9adeepseek-v4%e5%a4%a7%e6%a8%a1%e5%9e%8b%e5%ae%9e%e6%b5%8b%ef%bc%9a%e6%98%9f%e5%ae%87%e6%99%ba%e7%ae%97gpu%e4%ba%91%e4%b8%bb%e6%9c%ba0%e4%bb%a3%e7%a0%81%e4%b8%80%e9%94%ae%e9%83%a8","status":"publish","type":"post","link":"https:\/\/www.starverse-ai.com\/guide\/archives\/2847","title":{"rendered":"\u8dd1\u901aDeepSeek V4\u5927\u6a21\u578b\u5b9e\u6d4b\uff1a\u661f\u5b87\u667a\u7b97GPU\u4e91\u4e3b\u673a0\u4ee3\u7801\u4e00\u952e\u90e8\u7f72\uff0c\u6210\u672c\u770170%"},"content":{"rendered":"<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.starverse-ai.com\/guide\/wp-content\/uploads\/2026\/03\/1772935433_821260.png\" alt=\"\u8dd1\u901aDeepSeek V4\u5927\u6a21\u578b\u5b9e\u6d4b\uff1a\u661f\u5b87\u667a\u7b97GPU\u4e91\u4e3b\u673a0\u4ee3\u7801\u4e00\u952e\u90e8\u7f72\uff0c\u6210\u672c\u770170%\" style=\"display:block; margin:10px auto; max-width:100%; height:auto;\" \/><\/figure>\n<blockquote>\n<p>\u201c\u4e0a\u4e0b\u6587\u957f\u5ea6\u7a81\u7834 1M\uff0c\u63a8\u7406\u901f\u5ea6\u63d0\u5347 3 \u500d\uff01\u201d<br \/>\n\u4e0a\u5468\uff0cDeepSeek \u5b98\u65b9\u53d1\u5e03 V4 \u5927\u6a21\u578b\uff0c\u76f4\u63a5\u628a 2024 \u5e74\u7684\u5f00\u6e90\u57fa\u5ea7\u5377\u5230\u65b0\u9ad8\u5ea6\u3002Hugging Face Trending \u699c\u8fde\u7eed 5 \u5929\u9738\u699c\uff0cReddit \u70ed\u5e16\u91cc\u5374\u54c0\u568e\u4e00\u7247\uff1a<br \/>\n\u201cRTX 4090 24 G \u6839\u672c\u585e\u4e0d\u4e0b\uff0c48 \u5c0f\u65f6\u624d\u8bad\u7ec3\u5b8c 1\/10 \u6570\u636e\uff0c\u7535\u8d39\u90fd\u5feb\u8d76\u4e0a\u663e\u5361\u94b1\u4e86\u3002\u201d<\/p>\n<\/blockquote>\n<p>\u672c\u5730\u7b97\u529b\u544a\u6025\uff0cDeepSeek V4 \u518d\u9999\u4e5f\u53ea\u80fd\u201c\u671b\u6a21\u578b\u5174\u53f9\u201d\uff1f\u522b\u6025\u7740\u52a0\u5361\uff0c\u5148\u7b97\u7b14\u8d26\uff1a<br \/>\n\u4e00\u5f20\u5168\u65b0 A100 80 G \u5e02\u4ef7 3.5 \u4e07\uff0c\u6574\u673a\u642d\u4e0b\u6765 5 \u4e07\u8d77\u6b65\uff0c3 \u5e74\u6298\u65e7\u6bcf\u5929 46 \u5143\uff0c\u8fd8\u4e0d\u7b97\u673a\u623f\u3001\u7535\u8d39\u548c\u8fd0\u7ef4\u3002\u5bf9\u9ad8\u6821\u8bfe\u9898\u7ec4\u3001\u521d\u521b\u7b97\u6cd5\u56e2\u961f\u6216\u53ea\u60f3\u8dd1\u4e2a\u201c\u957f\u5c3e\u5b9e\u9a8c\u201d\u7684\u5f00\u53d1\u8005\u6765\u8bf4\uff0c\u91cd\u8d44\u4ea7\u4e70\u5361\u65e9\u5df2\u4e0d\u662f\u6700\u4f18\u89e3\u3002  <\/p>\n<h3>\u75db\u70b9\uff1a\u672c\u5730 RTX 4090 \u663e\u5b58\u4e0d\u8db3\uff0c\u8bad\u7ec3\u4e00\u6b21 48 \u5c0f\u65f6\u8d77\u6b65<\/h3>\n<ul>\n<li>24 G \u663e\u5b58\u52c9\u5f3a\u52a0\u8f7d V4 7B \u7cbe\u5ea6\uff0c\u4e0a\u4e0b\u6587 1M \u65f6\u76f4\u63a5 OOM  <\/li>\n<li>FP16 \u5fae\u8c03 Batch Size=1\uff0cGPU \u5229\u7528\u7387&lt;60%\uff0c\u6563\u70ed\u98ce\u6247\u72c2\u98d9 90 dB  <\/li>\n<li>\u65ad\u7535\u3001\u65ad\u7f51\u4e00\u6b21\uff0cCheckpoint \u5168\u6bc1\uff0c\u4ece\u5934\u518d\u6765  <\/li>\n<\/ul>\n<h3>\u65b9\u6848\uff1a\u661f\u5b87\u667a\u7b97 GPU\u670d\u52a1\u5668\u79df\u7528\uff0cA100\/H100 \u6309\u9700 1 \u5c0f\u65f6\u8d77\u79df<\/h3>\n<p><a href=\"https:\/\/www.starverse-ai.com\">\u661f\u5b87\u667a\u7b97<\/a> \u628a\u201cAI \u65f6\u4ee3\u7684\u7b97\u529b\u6c34\u7535\u7ad9\u201d\u505a\u6210\u5373\u5f00\u5373\u7528\u7684 <a href=\"https:\/\/www.starverse-ai.com\">GPU\u4e91\u4e3b\u673a<\/a>\uff1a<br \/>\n&#8211; \u5361\u578b\u8986\u76d6 RTX 4090 \/ A100 \/ H100\uff0c\u5355\u673a 8 \u5361\u53ef\u5e76\u884c<br \/>\n&#8211; \u955c\u50cf\u5e02\u573a\u5185\u7f6e DeepSeek V4\u3001Llama 3\u3001ChatGLM4 \u7b49 50+ \u516c\u5171\u6a21\u578b\uff0c0 \u4ee3\u7801\u4e00\u952e\u90e8\u7f72<br \/>\n&#8211; \u6301\u4e45\u5316\u4e91\u5b58\u50a8\u8de8\u5b9e\u4f8b\u5171\u4eab\uff0c\u8bad\u7ec3\u6570\u636e\u3001Checkpoint \u81ea\u52a8\u843d\u76d8\uff0c\u65ad\u7535\u4e5f\u4e0d\u6015<br \/>\n&#8211; \u7075\u6d3b\u8ba1\u8d39\uff1a\u6309\u5c0f\u65f6\u3001\u6309\u5929\u3001\u5305\u6708\u4e09\u79cd\u6a21\u5f0f\uff0c\u6700\u4f4e \uffe56.8\/\u5c0f\u65f6\uff0c\u65b0\u7528\u6237\u6ce8\u518c\u518d\u9001 10 \u5143\u4f53\u9a8c\u91d1  <\/p>\n<h3>\u5b9e\u6d4b\uff1a\u5e73\u53f0\u9884\u7f6e V4 \u955c\u50cf\uff0c\u4e00\u952e\u5373\u73a9\uff0c10 \u5206\u949f\u5b8c\u6210\u63a8\u7406\u73af\u5883<\/h3>\n<ol>\n<li>\u767b\u5f55 <a href=\"https:\/\/www.starverse-ai.com\">\u661f\u5b87\u667a\u7b97\u63a7\u5236\u53f0<\/a>\uff0c\u9009\u201cDeepSeek-V4-A100-80G\u201d\u955c\u50cf  <\/li>\n<li>\u5b9e\u4f8b\u89c4\u683c\uff1a8 \u6838 CPU \/ 32 G \u5185\u5b58 \/ 1\u00d7A100 80 G\uff0c\u8ba1\u8d39\u6a21\u5f0f\u201c\u6309\u5c0f\u65f6\u201d  <\/li>\n<li>\u70b9\u51fb\u201c\u521b\u5efa\u201d\uff0c3 \u5206\u949f\u5b8c\u6210\u5f00\u673a\uff1bSSH \u76f4\u8fde\uff0cconda \u73af\u5883\u3001vLLM\u3001FastChat \u5df2\u9884\u88c5  <\/li>\n<li>\u4e0a\u4f20 5 G \u79c1\u6709\u6570\u636e\u96c6\uff0c\u6267\u884c <code>python inference.py --context_len 1M<\/code>\uff0c\u663e\u5b58\u5360\u7528 62 G\uff0c\u63a8\u7406\u5ef6\u8fdf 0.8 s\/token\uff0c\u6bd4\u672c\u5730 RTX 4090 \u5feb 4.2 \u500d  <\/li>\n<li>\u8bad\u7ec3\u5b9e\u9a8c\uff1aFP16 + LoRA\uff0cBatch Size=8\uff0c3 \u5c0f\u65f6\u6536\u655b\uff0c\u603b\u82b1\u8d39 \uffe520.4\uff1b\u540c\u6837\u4efb\u52a1\u672c\u5730 4090 \u9700 48 \u5c0f\u65f6\uff0c\u7535\u8d39\u2248\uffe530\uff0c\u65f6\u95f4\u6210\u672c 16 \u500d  <\/li>\n<\/ol>\n<h3>\u6210\u672c\u5bf9\u6bd4\uff1a\u81ea\u8d2d\u663e\u5361 3.5 \u4e07 vs \u661f\u5b87\u667a\u7b97\u6bcf\u5c0f\u65f6 \uffe56.8<\/h3>\n<table>\n<thead>\n<tr>\n<th>\u9879\u76ee<\/th>\n<th>\u81ea\u8d2d A100 80 G<\/th>\n<th>\u661f\u5b87\u667a\u7b97 GPU\u670d\u52a1\u5668\u79df\u7528<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u521d\u59cb\u6295\u5165<\/td>\n<td>3.5 \u4e07\/\u5f20<\/td>\n<td>0 \u5143<\/td>\n<\/tr>\n<tr>\n<td>3 \u5e74\u6298\u65e7<\/td>\n<td>32 \u5143\/\u5929<\/td>\n<td>\u65e0<\/td>\n<\/tr>\n<tr>\n<td>\u7535\u8d39<\/td>\n<td>12 \u5143\/\u5929<\/td>\n<td>0 \u5143<\/td>\n<\/tr>\n<tr>\n<td>\u8fd0\u7ef4<\/td>\n<td>\u4eba\u5de5+\u673a\u623f\u22658 \u5143\/\u5929<\/td>\n<td>0 \u5143<\/td>\n<\/tr>\n<tr>\n<td>\u6309\u9700\u4f7f\u7528<\/td>\n<td>\u4e0d\u652f\u6301<\/td>\n<td>\uffe56.8\/\u5c0f\u65f6\uff0c\u968f\u5f00\u968f\u505c<\/td>\n<\/tr>\n<tr>\n<td>\u957f\u5c3e\u5b9e\u9a8c<\/td>\n<td>\u95f2\u7f6e=\u6d6a\u8d39<\/td>\n<td>\u5173\u673a\u5373 0 \u6210\u672c<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u6309\u6bcf\u5929 4 \u5c0f\u65f6\u5b9e\u9a8c\u5f3a\u5ea6\u8ba1\u7b97\uff0c\u4e91\u4e0a\u4e00\u5e74\u4ec5 9920 \u5143\uff0c\u6bd4\u81ea\u8d2d\u8282\u7701 70% \u4ee5\u4e0a\uff1b\u82e5\u5b9e\u9a8c\u5468\u671f&lt;3 \u4e2a\u6708\uff0c\u6210\u672c\u5dee\u8ddd\u6269\u5927\u5230 90%\u3002  <\/p>\n<h3>\u7ed3\u8bba\uff1a\u957f\u5c3e\u5b9e\u9a8c+\u77ed\u5468\u671f\u8bad\u7ec3\u9996\u9009 GPU\u4e91\u4e3b\u673a<\/h3>\n<p>DeepSeek V4 \u628a\u4e0a\u4e0b\u6587\u62c9\u5230 1M\uff0c\u610f\u5473\u7740\u66f4\u591a\u573a\u666f\u2014\u2014\u6cd5\u5f8b\u6761\u6587\u3001\u533b\u7597\u75c5\u5386\u3001\u91d1\u878d\u7814\u62a5\u2014\u2014\u90fd\u5c06\u88ab\u91cd\u65b0\u505a\u4e00\u904d\u3002\u5927\u6a21\u578b\u8fed\u4ee3\u8d8a\u6765\u8d8a\u5feb\uff0c\u4e70\u5361\u6c38\u8fdc\u8ffd\u4e0d\u4e0a\u65b0\u67b6\u6784\u3002\u628a\u91cd\u8d44\u4ea7\u4ea4\u7ed9 <a href=\"https:\/\/www.starverse-ai.com\">\u661f\u5b87\u667a\u7b97<\/a>\uff0c\u8ba9\u7b97\u529b\u50cf\u6c34\u7535\u4e00\u6837\u62e7\u5f00\u5373\u7528\uff0c\u5f00\u53d1\u8005\u53ea\u9700\u5173\u6ce8\u6570\u636e\u4e0e\u7b97\u6cd5\u521b\u65b0\u3002  <\/p>\n<p>\u73b0\u5728\u6ce8\u518c\uff0c<a href=\"https:\/\/www.starverse-ai.com\">GPU\u4e91\u4e3b\u673a<\/a> \u7acb\u9001 10 \u5143\u4f53\u9a8c\u91d1\uff0cA100 80 G \u53ef\u767d\u5ad6\u8fd1 1.5 \u5c0f\u65f6\uff1b\u9080\u8bf7\u597d\u53cb\u518d\u5f97 50 \u5143\u4ee3\u91d1\u5238\uff0c\u6700\u9ad8\u53ef\u62b5 500 \u5143\u3002\u8dd1\u901a DeepSeek V4\uff0c\u53ea\u9700\u4e00\u676f\u5496\u5561\u7684\u65f6\u95f4\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u201c\u4e0a\u4e0b\u6587\u957f\u5ea6\u7a81\u7834 1M\uff0c\u63a8\u7406\u901f\u5ea6\u63d0\u5347 3 \u500d\uff01\u201d \u4e0a\u5468\uff0cDe&hellip;<\/p>\n","protected":false},"author":2,"featured_media":2846,"comment_status":"","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-2847","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-zixun"],"views":161,"_links":{"self":[{"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/posts\/2847","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/comments?post=2847"}],"version-history":[{"count":0,"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/posts\/2847\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/media\/2846"}],"wp:attachment":[{"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/media?parent=2847"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/categories?post=2847"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/tags?post=2847"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}