{"id":42189,"date":"2025-06-06T18:25:56","date_gmt":"2025-06-06T10:25:56","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/42189.html"},"modified":"2025-06-06T18:25:56","modified_gmt":"2025-06-06T10:25:56","slug":"ai%e4%b8%8e%e5%8c%ba%e5%9d%97%e9%93%be%ef%bc%9a%e6%95%b0%e6%8d%ae%e7%a1%ae%e6%9d%83%e4%b8%8e%e6%a8%a1%e5%9e%8b%e5%85%b1%e4%ba%ab%e7%9a%84%e6%9c%aa%e6%9d%a5","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/42189.html","title":{"rendered":"AI\u4e0e\u533a\u5757\u94fe\uff1a\u6570\u636e\u786e\u6743\u4e0e\u6a21\u578b\u5171\u4eab\u7684\u672a\u6765"},"content":{"rendered":"<h2>AI\u4e0e\u533a\u5757\u94fe&#xff1a;\u6570\u636e\u786e\u6743\u4e0e\u6a21\u578b\u5171\u4eab\u7684\u672a\u6765<\/h2>\n<p>\u7cfb\u7edf\u5316\u5b66\u4e60\u4eba\u5de5\u667a\u80fd\u7f51\u7ad9&#xff08;\u6536\u85cf&#xff09;&#xff1a;https:\/\/www.captainbed.cn\/flu 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class=\"edgeLabel L-LS-A&#039; L-LE-C\"><\/span> <\/p>\n<p>         <span id=\"L-L-A-D\" class=\"edgeLabel L-LS-A&#039; L-LE-D\"><\/span> <\/p>\n<p>         <span id=\"L-L-B-B1\" class=\"edgeLabel L-LS-B&#039; L-LE-B1\"><\/span> <\/p>\n<p>         <span id=\"L-L-C-C1\" class=\"edgeLabel L-LS-C&#039; L-LE-C1\"><\/span> <\/p>\n<p>         <span id=\"L-L-D-D1\" class=\"edgeLabel L-LS-D&#039; L-LE-D1\"><\/span> <\/p>\n<p>           \u6570\u636e\u786e\u6743\u6280\u672f <\/p>\n<p>           \u4e2d\u5fc3\u5316\u5e73\u53f0 <\/p>\n<p>           \u533a\u5757\u94fe&#043;\u667a\u80fd\u5408\u7ea6 <\/p>\n<p>           \u8054\u90a6\u5b66\u4e60&#043;\u533a\u5757\u94fe <\/p>\n<p>           \u6570\u636e\u5b64\u5c9b&#043;\u4f01\u4e1a\u72ec\u5360 <\/p>\n<p>           \u8682\u8681\u94fe-\u6570\u636e\u6c99\u7bb1&#043;\u54c8\u5e0c\u786e\u6743 <\/p>\n<p>           FATE\u6846\u67b6-\u6570\u636e\u53ef\u7528\u4e0d\u53ef\u89c1 <\/p>\n<ul>\n<li>\n<p>\u4e2d\u5fc3\u5316\u5e73\u53f0\u6a21\u5f0f&#xff08;\u4f20\u7edf\u4e92\u8054\u7f51\u4f01\u4e1a&#xff09;<\/p>\n<ul>\n<li>\u6280\u672f\u67b6\u6784&#xff1a;\u6570\u636e\u96c6\u4e2d\u5b58\u50a8\u4e8e\u4f01\u4e1a\u670d\u52a1\u5668&#xff0c;\u901a\u8fc7\u7528\u6237\u534f\u8bae\u7ea6\u5b9a\u6743\u5c5e\u3002<\/li>\n<li>\u95ee\u9898&#xff1a;\u6570\u636e\u6ee5\u7528\u98ce\u9669\u9ad8&#xff08;\u5982Facebook\u7528\u6237\u6570\u636e\u6cc4\u9732\u4e8b\u4ef6&#xff09;&#xff0c;\u6743\u5c5e\u5206\u5272\u4f9d\u8d56\u4f01\u4e1a\u4fe1\u7528\u3002<\/li>\n<li>\u6848\u4f8b&#xff1a;\u67d0\u533b\u7597AI\u516c\u53f8\u56e0\u6570\u636e\u6cc4\u9732\u88ab\u7f5a\u6b3e2.3\u4ebf\u7f8e\u5143&#xff0c;\u51f8\u663e\u4e2d\u5fc3\u5316\u6a21\u5f0f\u7684\u8106\u5f31\u6027\u3002<\/li>\n<\/ul>\n<\/li>\n<li>\n<p>\u533a\u5757\u94fe&#043;\u667a\u80fd\u5408\u7ea6\u6a21\u5f0f&#xff08;\u8682\u8681\u94fe\u3001\u5fae\u4f17\u94f6\u884c&#xff09;<\/p>\n<ul>\n<li>\u6280\u672f\u67b6\u6784&#xff1a;\u6570\u636e\u54c8\u5e0c\u503c\u4e0a\u94fe&#xff0c;\u901a\u8fc7\u667a\u80fd\u5408\u7ea6\u5b9e\u73b0\u6743\u5c5e\u5206\u5272\u4e0e\u4f7f\u7528\u6388\u6743\u3002<\/li>\n<li>\u4f18\u52bf&#xff1a;\n<ul>\n<li>\u8682\u8681\u94fe\u201c\u6570\u636e\u6c99\u7bb1\u201d\u6280\u672f\u5141\u8bb8\u6570\u636e\u5728\u52a0\u5bc6\u72b6\u6001\u4e0b\u88abAI\u6a21\u578b\u8c03\u7528&#xff1b;<\/li>\n<li>\u5fae\u4f17\u94f6\u884cWeDPR\u6846\u67b6\u652f\u6301\u6570\u636e\u201c\u7528\u540e\u5373\u711a\u201d&#xff0c;\u964d\u4f4e\u9690\u79c1\u6cc4\u9732\u98ce\u9669\u3002<\/li>\n<\/ul>\n<\/li>\n<li>\u6311\u6218&#xff1a;\u94fe\u4e0a\u6570\u636e\u5b58\u50a8\u6210\u672c\u9ad8&#xff08;\u7ea6$0.01\/KB&#xff09;&#xff0c;\u4ec5\u9002\u5408\u9ad8\u4ef7\u503c\u6570\u636e\u786e\u6743\u3002<\/li>\n<\/ul>\n<\/li>\n<li>\n<p>\u8054\u90a6\u5b66\u4e60&#043;\u533a\u5757\u94fe\u6a21\u5f0f&#xff08;FATE\u3001PySyft&#xff09;<\/p>\n<ul>\n<li>\u6280\u672f\u67b6\u6784&#xff1a;\u6570\u636e\u672c\u5730\u5316\u5b58\u50a8&#xff0c;\u6a21\u578b\u53c2\u6570\u901a\u8fc7\u533a\u5757\u94fe\u540c\u6b65\u3002<\/li>\n<li>\u6848\u4f8b&#xff1a;\n<ul>\n<li>\u5fae\u4f17\u94f6\u884cFATE\u6846\u67b6\u652f\u6301\u8de8\u673a\u6784\u8054\u5408\u5efa\u6a21&#xff0c;\u9690\u79c1\u4fdd\u62a4\u6210\u672c\u964d\u4f4e60%&#xff1b;<\/li>\n<li>\u533b\u7597AI\u516c\u53f8Infervision\u901a\u8fc7\u8054\u90a6\u5b66\u4e60&#xff0c;\u572810\u5bb6\u533b\u9662\u6570\u636e\u4e0a\u8bad\u7ec3\u80ba\u764c\u68c0\u6d4b\u6a21\u578b&#xff0c;\u51c6\u786e\u7387\u8fbe97.2%\u3002<\/li>\n<\/ul>\n<\/li>\n<li>\u74f6\u9888&#xff1a;\u6a21\u578b\u805a\u5408\u5ef6\u8fdf\u9ad8&#xff08;\u8054\u90a6\u5e73\u5747\u7b97\u6cd5\u9700\u591a\u8f6e\u901a\u4fe1&#xff09;&#xff0c;\u6682\u4e0d\u9002\u5408\u5b9e\u65f6\u6027\u8981\u6c42\u9ad8\u7684\u573a\u666f\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<hr \/>\n<h4>2. \u6a21\u578b\u5171\u4eab&#xff1a;\u4ece\u9ed1\u7bb1\u4ea4\u6613\u5230\u900f\u660e\u5316\u5e02\u573a<\/h4>\n<p><span class=\"token comment\"># \u533a\u5757\u94fe\u667a\u80fd\u5408\u7ea6\u793a\u4f8b&#xff08;Solidity\u4ee3\u7801\u7247\u6bb5&#xff09;<\/span><br \/>\npragma solidity <span class=\"token operator\">^<\/span><span class=\"token number\">0.8<\/span><span class=\"token number\">.0<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>contract ModelMarketplace <span class=\"token punctuation\">{<\/span><br \/>\n    struct Model <span class=\"token punctuation\">{<\/span><br \/>\n        address owner<span class=\"token punctuation\">;<\/span><br \/>\n        string <span class=\"token builtin\">hash<\/span><span class=\"token punctuation\">;<\/span><br \/>\n        uint price<span class=\"token punctuation\">;<\/span><br \/>\n        uint usageCount<span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><br \/>\n    mapping<span class=\"token punctuation\">(<\/span>uint256 <span class=\"token operator\">&#061;<\/span><span class=\"token operator\">&gt;<\/span> Model<span class=\"token punctuation\">)<\/span> public models<span class=\"token punctuation\">;<\/span><br \/>\n    uint public modelCount<span class=\"token punctuation\">;<\/span><\/p>\n<p>    function listModel<span class=\"token punctuation\">(<\/span>string memory _hash<span class=\"token punctuation\">,<\/span> uint _price<span class=\"token punctuation\">)<\/span> public <span class=\"token punctuation\">{<\/span><br \/>\n        modelCount<span class=\"token operator\">&#043;<\/span><span class=\"token operator\">&#043;<\/span><span class=\"token punctuation\">;<\/span><br \/>\n        models<span class=\"token punctuation\">[<\/span>modelCount<span class=\"token punctuation\">]<\/span> <span class=\"token operator\">&#061;<\/span> Model<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">{<\/span><br \/>\n            owner<span class=\"token punctuation\">:<\/span> msg<span class=\"token punctuation\">.<\/span>sender<span class=\"token punctuation\">,<\/span><br \/>\n            <span class=\"token builtin\">hash<\/span><span class=\"token punctuation\">:<\/span> _hash<span class=\"token punctuation\">,<\/span><br \/>\n            price<span class=\"token punctuation\">:<\/span> _price<span class=\"token punctuation\">,<\/span><br \/>\n            usageCount<span class=\"token punctuation\">:<\/span> <span class=\"token number\">0<\/span><br \/>\n        <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><\/p>\n<p>    function purchaseModel<span class=\"token punctuation\">(<\/span>uint _id<span class=\"token punctuation\">)<\/span> public payable <span class=\"token punctuation\">{<\/span><br \/>\n        Model storage model <span class=\"token operator\">&#061;<\/span> models<span class=\"token punctuation\">[<\/span>_id<span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">;<\/span><br \/>\n        require<span class=\"token punctuation\">(<\/span>msg<span class=\"token punctuation\">.<\/span>value <span class=\"token operator\">&gt;&#061;<\/span> model<span class=\"token punctuation\">.<\/span>price<span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;Insufficient funds&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n        payable<span class=\"token punctuation\">(<\/span>model<span class=\"token punctuation\">.<\/span>owner<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span>transfer<span class=\"token punctuation\">(<\/span>model<span class=\"token punctuation\">.<\/span>price<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n        model<span class=\"token punctuation\">.<\/span>usageCount<span class=\"token operator\">&#043;<\/span><span class=\"token operator\">&#043;<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><\/p>\n<ul>\n<li>\n<p>\u4e2d\u5fc3\u5316\u6a21\u578b\u5e02\u573a&#xff08;Hugging Face\u3001Model Zoo&#xff09;<\/p>\n<ul>\n<li>\u6280\u672f\u67b6\u6784&#xff1a;\u6a21\u578b\u96c6\u4e2d\u6258\u7ba1&#xff0c;\u901a\u8fc7API\u63a5\u53e3\u8c03\u7528\u3002<\/li>\n<li>\u95ee\u9898&#xff1a;\u6a21\u578b\u6765\u6e90\u4e0d\u53ef\u8ffd\u6eaf&#xff0c;\u5b58\u5728\u201c\u540e\u95e8\u653b\u51fb\u201d\u98ce\u9669&#xff08;\u59822022\u5e74\u67d0\u5f00\u6e90\u6a21\u578b\u88ab\u690d\u5165\u6076\u610f\u4ee3\u7801&#xff09;\u3002<\/li>\n<\/ul>\n<\/li>\n<li>\n<p>\u53bb\u4e2d\u5fc3\u5316\u6a21\u578b\u5e02\u573a&#xff08;SingularityNET\u3001Ocean Protocol&#xff09;<\/p>\n<ul>\n<li>\u6280\u672f\u67b6\u6784&#xff1a;\u6a21\u578b\u54c8\u5e0c\u503c\u4e0e\u5143\u6570\u636e\u4e0a\u94fe&#xff0c;\u4ea4\u6613\u901a\u8fc7\u667a\u80fd\u5408\u7ea6\u6267\u884c\u3002<\/li>\n<li>\u4f18\u52bf&#xff1a;\n<ul>\n<li>Ocean Protocol\u652f\u6301\u6570\u636e\u201c\u79df\u7528\u5373\u4ed8\u8d39\u201d&#xff0c;\u6a21\u578b\u8c03\u7528\u6210\u672c\u964d\u4f4e40%&#xff1b;<\/li>\n<li>SingularityNET\u5141\u8bb8AI\u4ee3\u7406\u81ea\u4e3b\u4ea4\u6613&#xff0c;2023\u5e74\u4ea4\u6613\u91cf\u7a81\u7834$1.2\u4ebf\u3002<\/li>\n<\/ul>\n<\/li>\n<li>\u6311\u6218&#xff1a;\u6a21\u578b\u7248\u6743\u4fdd\u62a4\u4f9d\u8d56\u94fe\u4e0b\u9a8c\u8bc1&#xff0c;\u590d\u6742\u6a21\u578b&#xff08;\u5982GPT-4&#xff09;\u4e0a\u94fe\u6210\u672c\u8fc7\u9ad8\u3002<\/li>\n<\/ul>\n<\/li>\n<li>\n<p>\u6df7\u5408\u6a21\u5f0f&#xff08;\u963f\u91cc\u4e91ModelScope&#043;\u533a\u5757\u94fe&#xff09;<\/p>\n<ul>\n<li>\u6280\u672f\u67b6\u6784&#xff1a;\u4e2d\u5fc3\u5316\u6a21\u578b\u5e93&#043;\u533a\u5757\u94fe\u786e\u6743&#xff0c;\u652f\u6301\u201c\u4e00\u952e\u4e0a\u94fe\u201d\u529f\u80fd\u3002<\/li>\n<li>\u6848\u4f8b&#xff1a;\u963f\u91cc\u4e91\u8054\u5408\u8682\u8681\u94fe\u63a8\u51fa\u201c\u6a21\u578b\u786e\u6743\u8bc1\u4e66\u201d&#xff0c;2024\u5e74\u5df2\u4e3a2000&#043;\u6a21\u578b\u63d0\u4f9b\u6743\u5c5e\u8bc1\u660e\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<hr \/>\n<h3>\u5546\u4e1a\u5316\u7b56\u7565\u5206\u5316<\/h3>\n<h4>1. \u6570\u636e\u786e\u6743\u5e73\u53f0&#xff1a;\u8682\u8681\u94fe\u7684\u751f\u6001\u5e03\u5c40<\/h4>\n<ul>\n<li>\u6838\u5fc3\u903b\u8f91&#xff1a;\u901a\u8fc7\u533a\u5757\u94fe\u6280\u672f\u5b9e\u73b0\u6570\u636e\u201c\u53ef\u7528\u4e0d\u53ef\u89c1\u201d&#xff0c;\u8d4b\u80fd\u91d1\u878d\u3001\u533b\u7597\u3001\u653f\u52a1\u7b49\u573a\u666f\u3002<\/li>\n<li>\u6280\u672f\u4f18\u52bf&#xff1a;\n<ul>\n<li>\u8682\u8681\u94fe\u201c\u8de8\u94fe\u4e92\u64cd\u4f5c\u201d\u6280\u672f\u652f\u6301\u6570\u636e\u5728\u653f\u52a1\u94fe\u3001\u533b\u7597\u94fe\u95f4\u6d41\u901a&#xff1b;<\/li>\n<li>\u9690\u79c1\u8ba1\u7b97\u6210\u672c\u964d\u4f4e\u81f3\u4f20\u7edf\u65b9\u6848\u76841\/5\u3002<\/li>\n<\/ul>\n<\/li>\n<li>\u5546\u4e1a\u5316\u6a21\u5f0f&#xff1a;\n<ul>\n<li>2023\u5e74\u6570\u636e\u786e\u6743\u670d\u52a1\u6536\u5165\u7a81\u783415\u4ebf\u5143&#xff0c;\u5ba2\u6237\u8986\u76d6200&#043;\u91d1\u878d\u673a\u6784&#xff1b;<\/li>\n<li>\u4e0e\u56fd\u5bb6\u536b\u5065\u59d4\u5408\u4f5c&#xff0c;\u63a8\u52a8\u533b\u7597\u6570\u636e\u8de8\u673a\u6784\u5171\u4eab\u8bd5\u70b9\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h4>2. \u53bb\u4e2d\u5fc3\u5316AI\u5e02\u573a&#xff1a;SingularityNET\u7684\u5168\u7403\u5316\u63a2\u7d22<\/h4>\n<ul>\n<li>\u6838\u5fc3\u903b\u8f91&#xff1a;\u6784\u5efaAI\u4ee3\u7406&#xff08;AI Agent&#xff09;\u81ea\u4e3b\u4ea4\u6613\u7f51\u7edc&#xff0c;\u964d\u4f4eAI\u6a21\u578b\u4f7f\u7528\u95e8\u69db\u3002<\/li>\n<li>\u6280\u672f\u8fdb\u5c55&#xff1a;\n<ul>\n<li>2024\u5e74\u53d1\u5e03\u7b2c\u4e09\u4ee3AI\u4ee3\u7406\u6846\u67b6&#xff0c;\u652f\u6301\u591a\u6a21\u6001\u6a21\u578b&#xff08;\u5982Stable Diffusion&#043;GPT-4&#xff09;\u534f\u540c&#xff1b;<\/li>\n<li>\u533a\u5757\u94fe\u4ea4\u6613\u5904\u7406\u901f\u5ea6\u63d0\u5347\u81f33000 TPS&#xff08;Transactions Per Second&#xff09;\u3002<\/li>\n<\/ul>\n<\/li>\n<li>\u5546\u4e1a\u5316\u6311\u6218&#xff1a;\n<ul>\n<li>2023\u5e74\u4e8f\u635f$8000\u4e07&#xff0c;\u4e3b\u8981\u6e90\u4e8e\u7528\u6237\u6559\u80b2\u6210\u672c\u9ad8&#xff1b;<\/li>\n<li>\u6b27\u76df\u300a\u4eba\u5de5\u667a\u80fd\u6cd5\u6848\u300b\u8981\u6c42AI\u4ee3\u7406\u53ef\u89e3\u91ca\u6027&#xff0c;\u6280\u672f\u5408\u89c4\u6210\u672c\u589e\u52a0\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h4>3. 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\/>\n<h3>\u5173\u952e\u6311\u6218\u4e0e\u7a81\u7834\u65b9\u5411<\/h3>\n<h4>1. \u6280\u672f\u74f6\u9888<\/h4>\n<ul>\n<li>\u6570\u636e\u6743\u5c5e\u5206\u5272&#xff1a;\u975e\u7ed3\u6784\u5316\u6570\u636e&#xff08;\u5982\u56fe\u50cf\u3001\u8bed\u97f3&#xff09;\u6743\u5c5e\u754c\u5b9a\u4ecd\u4f9d\u8d56\u4eba\u5de5\u6807\u6ce8&#xff0c;\u6210\u672c\u5360\u6bd4\u8fbe40%&#xff1b;<\/li>\n<li>\u6a21\u578b\u4e0a\u94fe\u6210\u672c&#xff1a;GPT-4\u7b49\u590d\u6742\u6a21\u578b\u4e0a\u94fe\u9700\u5b58\u50a81.2TB\u53c2\u6570&#xff0c;\u94fe\u4e0a\u5b58\u50a8\u6210\u672c\u8d85$100\u4e07&#xff1b;<\/li>\n<li>\u8de8\u94fe\u4e92\u64cd\u4f5c\u6027&#xff1a;\u73b0\u6709\u533a\u5757\u94fe\u5e73\u53f0\u95f4\u6570\u636e\u6d41\u901a\u6548\u7387\u4f4e\u4e8e20%&#xff0c;\u9700\u6807\u51c6\u5316\u534f\u8bae\u3002<\/li>\n<\/ul>\n<h4>2. 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