{"id":23901,"date":"2026-11-14T20:25:45","date_gmt":"2026-11-14T12:25:45","guid":{"rendered":"https:\/\/www.lfdjt.com\/p\/keji\/a\/23901.html"},"modified":"2026-11-14T20:25:45","modified_gmt":"2026-11-14T12:25:45","slug":"%e5%bd%93%e6%a8%a1%e5%9e%8b%e5%ad%a6%e4%bc%9a%e7%9c%8b%e4%bd%a0%e7%9a%84%e5%86%b0%e7%ae%b1%ef%bc%9a%e5%a4%9a%e6%a8%a1%e6%80%81%e5%a4%a7%e6%a8%a1%e5%9e%8b%e5%88%b0%e5%ba%95%e5%9c%a8%e6%83%b3","status":"publish","type":"post","link":"https:\/\/www.lfdjt.com\/p\/keji\/a\/23901.html","title":{"rendered":"\u5f53\u6a21\u578b\u5b66\u4f1a\u770b\u4f60\u7684\u51b0\u7bb1\uff1a\u591a\u6a21\u6001\u5927\u6a21\u578b\u5230\u5e95\u5728\u201c\u60f3\u201d\u4ec0\u4e48\uff1f"},"content":{"rendered":"<p>\u4f60\u62cd\u4e86\u4e00\u5f20\u51b0\u7bb1\u5185\u90e8\u7684\u7167\u7247\u3002\u4e71\u3002\u9e21\u86cb\u3001\u534a\u76d2\u8c46\u8150\u3001\u4e24\u6839\u852b\u8471\uff0c\u8fd8\u6709\u4e00\u7f50\u6ca1\u5f00\u5c01\u7684\u8c46\u74e3\u9171\u3002\u4f60\u95ee\uff1a\u4eca\u665a\u80fd\u505a\u4ec0\u4e48\uff1f\u5b83\u56de\uff1a\u8471\u70e7\u8c46\u8150\u3001\u84b8\u86cb\uff0c\u8c46\u74e3\u9171\u53ef\u4ee5\u7092\u4e2a\u8089\u672b\u3002\u4f60\u6123\u4e86\u4e00\u4e0b\u3002\u5b83\u600e\u4e48\u77e5\u9053\u7684\uff1f<\/p>\n<p>\u8fd9\u4e8b\u80cc\u540e\uff0c\u7ad9\u7740\u4e00\u4e2a\u88ab\u804a\u70c2\u4e86\u4f46\u5f88\u5c11\u88ab\u8bb2\u6e05\u695a\u7684\u89d2\u8272\uff1a\u591a\u6a21\u6001\u5927\u6a21\u578b\u3002\u5b83\u4e0d\u795e\u79d8\u3002\u4e5f\u4e0d\u50cf\u79d1\u5e7b\u7247\u91cc\u90a3\u79cd\u201c\u6709\u773c\u775b\u7684\u8111\u5b50\u201d\u3002\u66f4\u50cf\u4e00\u4e2a\u7ffb\u8bd1\u5b98\uff0c\u628a\u770b\u5230\u7684\u3001\u542c\u5230\u7684\u3001\u8bfb\u5230\u7684\uff0c\u5168\u90e8\u585e\u8fdb\u540c\u4e00\u5957\u8bed\u8a00\u91cc\u3002<\/p>\n<h2>\u5148\u522b\u6025\u7740\u8bf4\u201c\u5b83\u770b\u61c2\u4e86\u201d<\/h2>\n<p>\u201c\u770b\u61c2\u201d\u8fd9\u4e2a\u8bcd\u592a\u6ed1\u4e86\u3002\u4eba\u770b\u51b0\u7bb1\uff0c\u77e5\u9053\u9e21\u86cb\u4e0d\u80fd\u653e\u51b7\u51bb\uff0c\u77e5\u9053\u8471\u852b\u4e86\u8fd8\u80fd\u7528\u3002\u6a21\u578b\u770b\u51b0\u7bb1\uff0c\u5148\u505a\u7684\u662f\u628a\u56fe\u50cf\u5207\u5757\u3002\u5bf9\uff0c\u5207\u5757\u3002\u4e00\u5f20\u56fe\u88ab\u5207\u6210\u5f88\u591a\u5c0f\u65b9\u5757\uff0c\u6bcf\u4e2a\u65b9\u5757\u53d8\u6210\u4e00\u4e2a\u5411\u91cf\u3002\u8fd9\u4e2a\u8fc7\u7a0b\u53eb 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token\u3002\u6ce8\u610f\uff0c\u4e0d\u662f\u76f4\u63a5\u7ffb\u8bd1\u6210\u201c\u9e21\u86cb\u201d\u8fd9\u4e2a\u8bcd\u3002\u800c\u662f\u53d8\u6210\u4e00\u4e32\u6570\u5b57\uff0c\u548c\u6587\u672c token 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ViT \u6216\u8005\u7c7b\u4f3c\u7ed3\u6784\u3002\u6587\u672c\u8fdb tokenizer\u3002\u4e24\u8fb9\u5404\u81ea\u53d8\u6210\u5411\u91cf\u5e8f\u5217\u3002\u4e2d\u95f4\u6709\u4e2a\u5bf9\u9f50\u6a21\u5757\uff0c\u540d\u5b57\u4e94\u82b1\u516b\u95e8\uff1a\u6295\u5f71\u5c42\u3001Q-Former\u3001\u9002\u914d\u5668\u3002\u8bf4\u767d\u4e86\uff0c\u5c31\u662f\u8ba9\u56fe\u50cf\u5411\u91cf\u548c\u6587\u672c\u5411\u91cf\u5f85\u5728\u540c\u4e00\u4e2a\u8bed\u4e49\u7a7a\u95f4\u91cc\u3002<\/p>\n<p>\u5bf9\u9f50\u600e\u4e48\u7ec3\uff1f\u62ff\u6d77\u91cf\u56fe\u6587\u5bf9\u3002\u56fe\u914d\u6587\uff0c\u6587\u914d\u56fe\u3002\u5bf9\u6bd4\u5b66\u4e60\u62c9\u8fd1\u5339\u914d\u7684\uff0c\u63a8\u5f00\u4e0d\u5339\u914d\u7684\u3002CLIP 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8px\">\u591a\u6a21\u6001\u5927\u6a21\u578b\u8de8\u6a21\u6001\u6ce8\u610f\u529b\u56fe\u6587token\u5bf9\u9f50\u793a\u610f\u56fe<\/figcaption><\/figure>\n\n<p>\u97f3\u9891\u4e5f\u7c7b\u4f3c\u3002\u58f0\u97f3\u5207\u6210\u9891\u8c31\u56fe\uff0c\u518d\u7f16\u7801\u3002\u89c6\u9891\u591a\u4e00\u4e2a\u65f6\u95f4\u7ef4\u5ea6\uff0c\u9ebb\u70e6\u6210\u500d\u589e\u52a0\u3002\u4f60\u8ba9\u6a21\u578b\u770b\u4e00\u6bb5\u5341\u5206\u949f\u7684\u505a\u996d\u89c6\u9891\uff0c\u5b83\u4e0d\u53ef\u80fd\u8bb0\u4f4f\u6bcf\u4e00\u5e27\u3002\u5b83\u53ea\u80fd\u91c7\u6837\u3002\u62bd\u51e0\u5e27\uff0c\u6216\u8005\u628a\u65f6\u95f4\u538b\u6210\u7279\u5f81\u3002\u6240\u4ee5\u4f60\u8981\u95ee\u201c\u89c6\u9891\u91cc\u4e09\u5206\u949f\u90a3\u513f\u4ed6\u653e\u4e86\u51e0\u52fa\u76d0\u201d\uff0c\u5b83\u5927\u6982\u7387\u61f5\u3002<\/p>\n<p>\u8bf4\u5b9e\u8bdd\uff0c\u5f88\u591a\u6f14\u793a\u89c6\u9891\u526a\u5f97\u6f02\u4eae\uff0c\u53ea\u5c55\u793a\u6210\u529f\u6848\u4f8b\u3002\u771f\u5b9e\u573a\u666f\u91cc\uff0c\u53cd\u5149\u3001\u906e\u6321\u3001\u624b\u6296\u3001\u65b9\u8a00\u53e3\u97f3\uff0c\u5168\u662f\u5751\u3002\u6a21\u578b\u4e0d\u662f\u4e0d\u80fd\u5904\u7406\uff0c\u662f\u5904\u7406\u5f97\u4e0d\u591f\u7a33\u3002<\/p>\n<h2>\u8bef\u533a\u6bd4\u80fd\u529b\u66f4\u503c\u5f97\u804a<\/h2>\n<p>\u6709\u4e2a\u8bef\u533a\uff1a\u591a\u6a21\u6001\u5927\u6a21\u578b\u7b49\u4e8e\u5168\u77e5\u5168\u80fd\u3002\u5dee\u5f97\u8fdc\u3002\u5b83\u53ef\u80fd\u8ba4\u5f97\u56fe\u91cc\u7684\u732b\uff0c\u4f46\u6570\u4e0d\u6e05\u732b\u6709\u51e0\u6839\u80e1\u987b\u3002\u5b83\u53ef\u80fd\u8bfb\u51fa\u6d77\u62a5\u4e0a\u7684\u5b57\uff0c\u4f46\u628a\u5e74\u4efd\u8ba4\u9519\u3002\u5b83\u53ef\u80fd\u6839\u636e X 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