從零開始，成為 AI 圖像訓練師! 認證檢定教材

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\u53e5\u5b50\u7684\u5206\u6790\u548c\u7406\u89e3\u3002\u8a9e\u8a00\u751f\u6210\u5247\u662f\u5c07\u8a08\u7b97\u6a5f\u5167\u90e8\u8868\u793a\u7684\u8a9e\u8a00\u8f49\u63db\u70ba\u81ea \u7136\u8a9e\u8a00\u7684\u904e\u7a0b\uff0c\u5176\u4e2d\u5305\u62ec\u6587\u672c\u7684\u751f\u6210\u548c\u8a9e\u97f3\u5408\u6210\u7b49\u3002 Model \u8f38\u5165\u8a9e\u97f3\uff0c\u7522\u751f\u6587\u5b57 Model \u8f38\u5165\u6587\u5b57\uff0c\u7522\u751f\u8a9e\u97f3 Model \u8f38\u5165\u8a9e\u97f3\uff0c\u7522\u751f\u8a9e\u97f3 210 \u7b2c\u5341\u7ae0 \u5716\u50cf\u4ee5\u5916\u7684 AI : \u5404\u9818\u57df\u61c9\u7528\u88dc\u5145","Model \u8f38\u5165\u6587\u5b57\uff0c\u7522\u751f\u6587\u5b57 NLP \u7684\u6280\u8853\u5305\u62ec\u6587\u672c\u8655\u7406\u3001\u6a5f\u5668\u5b78\u7fd2\u3001\u6df1\u5ea6\u5b78\u7fd2\u3001\u7d71\u8a08\u5b78\u7b49\u3002\u6587 \u672c\u8655\u7406\u6280\u8853\u5305\u62ec\u8a5e\u5f59\u8655\u7406\u3001\u8a9e\u6cd5\u5206\u6790\u3001\u8a5e\u5411\u91cf\u8868\u793a\u7b49\u3002\u6a5f\u5668\u5b78\u7fd2\u548c\u6df1 \u5ea6\u5b78\u7fd2\u6280\u8853\u4e3b\u8981\u7528\u65bc\u6587\u672c\u5206\u985e\u3001\u60c5\u611f\u5206\u6790\u3001\u8a9e\u8a00\u7ffb\u8b6f\u7b49\u61c9\u7528\u4e2d\u3002\u7d71\u8a08 \u5b78\u6280\u8853\u5247\u7528\u65bc\u8a9e\u8a00\u6a21\u578b\u7684\u8a13\u7df4\u548c\u6587\u672c\u751f\u6210\u7b49\u65b9\u9762\u3002 \u81ea\u7136\u8a9e\u8a00\u8655\u7406\u6280\u8853\u7684\u767c\u5c55\u5df2\u7d93\u53d6\u5f97\u4e86\u5de8\u5927\u7684\u9032\u5c55\uff0c\u4f46\u662f\u4ecd\u7136\u5b58\u5728 \u8a31\u591a\u6311\u6230\uff0c\u5982\u8a9e\u8a00\u7684\u591a\u6a23\u6027\u3001\u8a9e\u8a00\u7684\u6b67\u7fa9\u6027\u3001\u8a9e\u8a00\u7684\u96b1\u542b\u4fe1\u606f\u7b49\u3002\u56e0 \u6b64\uff0c\u81ea\u7136\u8a9e\u8a00\u8655\u7406\u4ecd\u7136\u662f\u4e00\u500b\u5145\u6eff\u6311\u6230\u548c\u767c\u5c55\u6f5b\u529b\u7684\u9818\u57df\u3002 211","1 \u5e38\u898b\u7684\u61c9\u7528\u6848\u4f8b\uff1a \u6587\u672c\u5206\u985e\uff1a \u81ea\u7136\u8a9e\u8a00\u8655\u7406\u53ef\u4ee5\u61c9\u7528\u65bc\u6587\u672c\u5206\u985e\uff0c\u4ee5\u81ea\u52d5\u5206\u985e\u6587\u672c\u3002\u9019\u5728\u793e\u4ea4\u5a92\u9ad4\u3001 \u65b0\u805e\u5206\u985e\u3001\u6587\u737b\u5206\u985e\u7b49\u65b9\u9762\u90fd\u6709\u61c9\u7528\u3002 \u8a9e\u97f3\u5408\u6210\uff1a \u8a9e\u97f3\u5408\u6210\uff08Text-to-Speech\uff0cTTS\uff09\u662f\u4e00\u7a2e\u5c07\u6587\u672c\u8f49\u63db\u70ba\u8a9e\u97f3\u7684\u6280\u8853\u3002 \u9019\u7a2e\u6280\u8853\u53ef\u4ee5\u88ab\u61c9\u7528\u65bc\u667a\u80fd\u8a9e\u97f3\u52a9\u624b\u3001\u81ea\u52d5\u61c9\u7b54\u7cfb\u7d71\u3001\u8996\u969c\u4eba\u58eb\u8f14\u52a9 \u7b49\u65b9\u9762\u3002 \u8a9e\u97f3\u8b58\u5225\uff1a \u8a9e\u97f3\u8b58\u5225\uff08Speech Recognition\uff0cASR\uff09\u662f\u4e00\u7a2e\u5c07\u8a9e\u97f3\u8f49\u63db\u70ba\u6587\u672c\u7684 \u6280\u8853\u3002\u9019\u7a2e\u6280\u8853\u53ef\u4ee5\u61c9\u7528\u65bc\u8a9e\u97f3\u52a9\u624b\u3001\u667a\u80fd\u624b\u6a5f\u3001\u667a\u80fd\u5bb6\u5c45\u7b49\u65b9\u9762\u3002 \u60c5\u611f\u5206\u6790\uff1a \u900f\u904e\u6316\u6398\u6587\u5b57\u6216\u8a71\u8a9e\u610f\u898b\u7684\u65b9\u5f0f\uff0c\u8a2d\u7acb\u898f\u5247\u5c07\u8a5e\u5f59\u91cf\u5316\uff0c\u7531\u6b64\u5f97\u77e5\u5b57 \u53e5\u80cc\u5f8c\u7684\u60c5\u7dd2\u3001\u610f\u898b\u6216\u610f\u5716\uff0c\u4ee5\u77ad\u89e3\u5ba2\u6236\u559c\u60e1\u7684\u5546\u54c1\u985e\u578b\uff0c\u5f9e\u800c\u6539\u5584 \u5546\u54c1\u3001\u696d\u52d9\u6216\u9867\u5ba2\u670d\u52d9\u3002 \u8a9e\u8a00\u7ffb\u8b6f\uff1a \u8a9e\u8a00\u7ffb\u8b6f\u662f\u4e00\u7a2e\u5c07\u4e00\u7a2e\u8a9e\u8a00\u7684\u6587\u672c\u7ffb\u8b6f\u6210\u53e6\u4e00\u7a2e\u8a9e\u8a00\u7684\u6280\u8853\u3002\u9019\u7a2e\u6280 \u8853\u53ef\u4ee5\u61c9\u7528\u65bc\u8de8\u8a9e\u8a00\u6e9d\u901a\u3001\u7db2\u7ad9\u672c\u5730\u5316\u3001\u8de8\u570b\u4f01\u696d\u7b49\u65b9\u9762\u3002 212 \u7b2c\u5341\u7ae0 \u5716\u50cf\u4ee5\u5916\u7684 AI : \u5404\u9818\u57df\u61c9\u7528\u88dc\u5145","\u6587\u672c\u751f\u6210\uff1a \u6587\u672c\u751f\u6210\u662f\u4e00\u7a2e\u4f7f\u7528\u81ea\u7136\u8a9e\u8a00\u8655\u7406\u6280\u8853\u751f\u6210\u4eba\u5de5\u667a\u80fd\u6587\u672c\u7684\u6280\u8853\u3002\u9019 \u7a2e\u6280\u8853\u53ef\u4ee5\u61c9\u7528\u65bc\u7ffb\u8b6f\u3001\u81ea\u52d5\u56de\u5fa9\u3001\u81ea\u52d5\u5beb\u4f5c\u7b49\u65b9\u9762\u3002 \u8868\u9054\u3001\u56de\u61c9 \u81ea\u7136\u8a9e\u8a00\u8655\u7406 \u63a5\u6536 \u63a5\u6536 (NLP) \u8868\u9054\u3001\u56de\u61c9 NLP \u61c9\u7528 \u81ea\u7136\u8a9e\u8a00\u7406\u89e3 (NLU) \u6a5f\u5668\u7ffb\u8b6f \u6587\u4ef6\u5be9\u6838 \u81ea\u7136\u8a9e\u8a00\u751f\u6210 \u81ea\u52d5\u554f\u7b54 (NLG) \u6587\u672c\u6458\u8981 \u8a0a\u606f\u62bd\u53d6 \u4eba\u6a5f\u5171\u540c\u8a8d\u77e5 \u60c5\u611f\u5206\u6790 ... \u804a\u5929\u6a5f\u5668\u4eba\uff1a \u80fd\u5920\u5168\u5e74\u7121\u4f11\u5730\u63d0\u4f9b\u5373\u6642\u670d\u52d9\u3001\u66f4\u7cbe\u6e96\u5730\u63d0\u4f9b\u7522\u54c1\u8cc7\u8a0a\u8207\u500b\u4eba\u5316\u7684\u670d \u52d9\uff0c\u4e5f\u80fd\u5920\u5132\u5b58\u6d88\u8cbb\u8005\u7684\u610f\u898b\u8207\u9700\u6c42\uff0c\u4e26\u53cd\u994b\u76f8\u95dc\u8cc7\u8a0a\u7d66\u4f7f\u7528\u8005\u3002 \u4eba\u985e\u767c\u554f \u6587\u6848\u8a2d\u8a08 \u96fb\u8166\u56de\u7b54 Hello Hello \u81ea\u7136\u8a9e\u610f\u7406\u89e3 \u6587\u6848\u8a2d\u8a08 \u8a9e\u97f3\u8f49\u6587\u5b57 + \u8a9e\u97f3\u751f\u6210 213","\u4e09 \u5404\u884c\u5404\u696d\u7684 AI \u96a8\u8457 AI \u6280\u8853\u8207\u61c9\u7528\u7684\u4e0d\u65b7\u767c\u5c55\uff0cAI \u5728\u5404\u7522\u696d\u7684\u61c9\u7528\u751f\u614b\u4e5f\u9010\u6f38\u6210 \u5f62\uff0c\u5982\u4eca\u7684 AI \u5df2\u5ee3\u6cdb\u61c9\u7528\u5230\u88fd\u9020\u3001\u91d1\u878d\u3001\u91ab\u7642\u3001\u4ea4\u901a\u3001\u5bb6\u5c45\u3001\u8fb2\u696d\u3001 \u96f6\u552e\u696d\u3001\u4f11\u9592\u80b2\u6a02\u3001\u6559\u80b2\u8207\u8ecd\u4e8b\u7b49\u591a\u7a2e\u9818\u57df\u3002AI \u4e0d\u50c5\u5354\u52a9\u4eba\u5011\u5b8c\u6210\u591a \u9805\u4efb\u52d9\u4e5f\u80fd\u7d93\u7531\u7d93\u9a57\u7d2f\u7a4d\u63d0\u4f9b\u6709\u6548\u5efa\u8b70\u7d66\u4eba\u5011\u3002\u5728 AI \u7684\u61c9\u7528\u4e2d\u5716\u50cf\u8fa8 \u8b58\u7684\u61c9\u7528\u662f\u6700\u5ee3\u6cdb\u7684\u9818\u57df\uff0c\u4ee5\u4e0b\u5c07\u900f\u904e\u5716\u50cf\u8fa8\u8b58\u70ba\u5927\u5bb6\u4ecb\u7d39\u5404\u884c\u5404\u696d \u7684 AI \u61c9\u7528\u3002 \u88fd\u9020\u696d\uff1a \uff08\u4e00\uff09\u54c1\u8cea\u63a7\u5236\uff1a\u5728\u751f\u7522\u904e\u7a0b\u4e2d\u4f7f\u7528\u5716\u50cf\u8fa8\u8b58\u6280\u8853\u6aa2\u6e2c\u7522\u54c1\u5916\u89c0\u7f3a\u9677\uff0c \u5982\u5212\u75d5\u3001\u7455\u75b5\u3001\u6591\u9ede\u7b49\uff0c\u4ee5\u78ba\u4fdd\u7522\u54c1\u54c1\u8cea\u7b26\u5408\u6a19\u6e96\u3002 \uff08\u4e8c\uff09\u7d44\u88dd\u6aa2\u6e2c\uff1a\u4f7f\u7528\u5716\u50cf\u8fa8\u8b58\u6280\u8853\u6aa2\u6e2c\u7522\u54c1\u7d44\u88dd\u4e2d\u7684\u4e0d\u826f\u7d44\u4ef6\uff0c\u5982 \u932f\u8aa4\u5b89\u88dd\u6216\u7f3a\u5931\u90e8\u4ef6\u7b49\u3002 \uff08\u4e09\uff09\u6a5f\u5668\u4eba\u63a7\u5236\uff1a\u4f7f\u7528\u5716\u50cf\u8fa8\u8b58\u6280\u8853\u4f7f\u6a5f\u5668\u4eba\u80fd\u5920\u8b58\u5225\u4e26\u8655\u7406\u7269\u9ad4\uff0c \u4f8b\u5982\uff1a\u6a5f\u5668\u4eba\u5728\u751f\u7522\u7dda\u4e0a\u5c07\u96f6\u4ef6\u88dd\u914d\u5728\u4e00\u8d77\u3002 \uff08\u56db\uff09\u710a\u63a5\u6aa2\u6e2c\uff1a\u4f7f\u7528\u5716\u50cf\u8fa8\u8b58\u6280\u8853\u6aa2\u6e2c\u710a\u63a5\u904e\u7a0b\u4e2d\u7684\u710a\u9ede\u54c1\u8cea\uff0c\u5982 \u710a\u7e2b\u7684\u5927\u5c0f\u3001\u5f62\u72c0\u548c\u4f4d\u7f6e\u3002 \uff08\u4e94\uff09\u8ca8\u7269\u6392\u5e8f\uff1a\u4f7f\u7528\u5716\u50cf\u8fa8\u8b58\u6280\u8853\u5c0d\u5305\u88dd\u3001\u6a19\u7c64\u3001\u5f62\u72c0\u548c\u5927\u5c0f\u7b49\u9032 \u884c\u5206\u985e\uff0c\u4ee5\u5be6\u73fe\u81ea\u52d5\u5316\u7269\u6d41\u5206\u63c0\u3002 214 \u7b2c\u5341\u7ae0 \u5716\u50cf\u4ee5\u5916\u7684 AI : \u5404\u9818\u57df\u61c9\u7528\u88dc\u5145","\uff08\u516d\uff09\u8cc7\u7522\u7ba1\u7406\uff1a\u4f7f\u7528\u5716\u50cf\u8fa8\u8b58\u6280\u8853\u6aa2\u6e2c\u548c\u8b58\u5225\u5de5\u5ee0\u4e2d\u7684\u56fa\u5b9a\u8cc7\u7522\uff0c \u5982\u6a5f\u5668\u548c\u5de5\u5177\u7b49\uff0c\u4ee5\u63d0\u9ad8\u8cc7\u7522\u7ba1\u7406\u6548\u7387\u3002 \uff08\u4e03\uff09\u76e3\u63a7\u548c\u5b89\u5168\uff1a\u4f7f\u7528\u5716\u50cf\u8fa8\u8b58\u6280\u8853\u6aa2\u6e2c\u5371\u96aa\u7269\u8cea\u3001\u5371\u96aa\u5340\u57df\u3001\u5165 \u4fb5\u884c\u70ba\u3001\u706b\u707d\u7b49\uff0c\u4ee5\u63d0\u9ad8\u5de5\u5ee0\u5b89\u5168\u6027\u3002 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\u7684\u4eba\u5de5\u667a\u6167\u6280\u8853\uff0c\u9019\u500b\u6280\u8853\u9769\u547d\u4e86\u641c\u5c0b\u65b9\u5f0f\uff0c\u8b93\u6211\u5011\u80fd\u5920\u66f4 \u5feb\u901f\u3001\u66f4\u65b9\u4fbf\u5730\u627e\u5230\u6211\u5011\u6240\u9700\u8981\u7684\u8cc7\u8a0a\u3002 ChatGPT \u662f\u4e00\u500b\u57fa\u65bc\u4eba\u5de5\u667a\u6167\u6280\u8853\u7684\u8a9e\u8a00\u6a21\u578b\uff0c\u5b83\u53ef\u4ee5\u6839\u64da\u4eba\u5011 \u8f38\u5165\u7684\u554f\u984c\uff0c\u81ea\u52d5\u56de\u7b54\u554f\u984c\u6216\u63d0\u4f9b\u76f8\u95dc\u8cc7\u8a0a\u3002\u5c31\u50cf\u662f\u4f60\u8ddf\u4e00\u4f4d\u8070\u660e\u7684 \u8001\u5e2b\u5728\u804a\u5929\u4e00\u6a23\uff0c\u4f60\u53ef\u4ee5\u5411 ChatGPT \u63d0\u554f\u4efb\u4f55\u554f\u984c\uff0cChatGPT \u5c07\u6703 \u6839\u64da\u5b83\u6240\u64c1\u6709\u7684\u9f90\u5927\u8cc7\u6599\u5eab\u4f86\u56de\u7b54\u4f60\u3002 \u6211\u5011\u53ef\u4ee5\u628a ChatGPT \u6bd4\u4f5c\u662f\u4e00\u500b\u5f88\u8070\u660e\u7684\u5927\u767e\u79d1\u5168\u66f8\uff0c\u4f46\u4e0d\u540c\u7684 \u662f\uff0c\u5b83\u80fd\u5920\u6839\u64da\u4f60\u7684\u554f\u984c\u63d0\u4f9b\u66f4\u6709\u91dd\u5c0d\u6027\u7684\u56de\u7b54\u3002\u4f8b\u5982\uff1a\u4f60\u53ef\u4ee5\u554f\u300c\u4ec0 \u9ebc\u662f\u706b\u661f\uff1f\u300d\uff0cChatGPT \u5c31\u6703\u56de\u7b54\u4f60\u300c\u706b\u661f\u662f\u592a\u967d\u7cfb\u4e2d\u7684\u4e00\u500b\u884c\u661f\uff0c \u8ddd\u96e2\u5730\u7403\u7d04 2.28 \u5104\u516c\u91cc\u300d\u3002 \u73fe\u5728\uff0c\u6211\u5011\u4e0d\u518d\u9700\u8981\u50cf\u4ee5\u524d\u4e00\u6a23\uff0c\u82b1\u8cbb\u5927\u91cf\u6642\u9593\u5728\u5404\u7a2e\u8cc7\u6599\u5eab\u3001 \u7db2\u7ad9\u3001\u66f8\u672c\u4e0a\u5c0b\u627e\u6211\u5011\u9700\u8981\u7684\u8cc7\u8a0a\u3002\u53ea\u9700\u8981\u5728\u667a\u6167\u578b\u624b\u6a5f\u6216\u96fb\u8166\u4e0a\u8f38 \u5165\u554f\u984c\uff0c\u5c31\u80fd\u5f97\u5230\u7b54\u6848\u3002ChatGPT \u7684\u554f\u7b54\u65b9\u5f0f\uff0c\u5df2\u7d93\u9010\u6f38\u5730\u6539\u8b8a\u4e86\u4eba \u5011\u7684\u641c\u5c0b\u65b9\u5f0f\uff0c\u8b93\u6211\u5011\u53ef\u4ee5\u66f4\u8f15\u9b06\u5730\u5b78\u7fd2\u3001\u5de5\u4f5c\u3001\u751f\u6d3b\u3002 229","\u4f7f\u7528 ChatGPT \u6642\uff0c\u4e0d\u9808\u518d\u8f38\u5165\u95dc\u9375\u5b57\uff0c\u4e5f\u4e0d\u7528\u5728\u4e00\u7bc7\u4e00\u7bc7\u7684\u9023\u7d50\u4e2d\u904e\u6ffe\u6709\u7528\u7684\u8a0a\u606f\uff0c ChatGPT \u6703\u50cf\u662f\u4eba\u4e00\u6a23\u76f4\u63a5\u8ddf\u4f7f\u7528\u8005\u5c0d\u8a71\u3002 230 \u7b2c\u5341\u4e00\u7ae0 AI \u8d85\u65b0\u661f : ChatGPT \u8207 Stable Diffusion","\u7576\u7136\uff0cChatGPT \u7684\u80cc\u5f8c\u662f\u8907\u96dc\u7684\u6280\u8853\u3002\u7c21\u55ae\u4f86\u8aaa\uff0cChatGPT \u80cc\u5f8c \u7684\u6280\u8853\u662f\u81ea\u7136\u8a9e\u8a00\u8655\u7406\uff08Natural Language Processing\uff0c\u7c21\u7a31 NLP\uff09 \u6280\u8853\uff0c\u5176\u4e2d\u6700\u91cd\u8981\u7684\u6280\u8853\u4e4b\u4e00\u662f\u8a9e\u8a00\u6a21\u578b\uff08Language Model\uff09\u3002 \u8a9e\u8a00\u6a21\u578b\u662f\u4e00\u7a2e\u6839\u64da\u7d66\u5b9a\u7684\u6587\u5b57\u5e8f\u5217\uff0c\u9810\u6e2c\u4e0b\u4e00\u500b\u8a5e\u8a9e\u7684\u6a5f\u5668\u5b78 \u7fd2\u6a21\u578b\uff0c\u5c31\u50cf\u662f\u5728\u73a9\u6587\u5b57\u63a5\u9f8d\u4e00\u6a23\u3002\u5728 ChatGPT \u4e2d\uff0c\u4f7f\u7528\u7684\u662f\u4e00\u7a2e\u53eb \u505a Transformer \u7684\u6df1\u5ea6\u5b78\u7fd2\u6a21\u578b\uff0c\u5b83\u80fd\u5920\u66f4\u597d\u5730\u8655\u7406\u9577\u6587\u672c\u5e8f\u5217\uff0c\u4e26 \u4e14\u514b\u670d\u4e86\u50b3\u7d71\u7684\u5faa\u74b0\u795e\u7d93\u7db2\u8def\u6a21\u578b\u4e2d\u5b58\u5728\u7684\u4e00\u4e9b\u554f\u984c\u3002 \u53e6\u5916\uff0cChatGPT \u7684\u8a13\u7df4\u8cc7\u6599\u4f86\u81ea\u65bc\u7db2\u8def\u4e0a\u7684\u9f90\u5927\u6587\u5b57\u8cc7\u6599\u5eab\uff0c\u6bd4 \u5982\u7dad\u57fa\u767e\u79d1\u3001\u7db2\u8def\u8ad6\u58c7\u3001\u65b0\u805e\u7db2\u7ad9\u7b49\u7b49\uff0c\u9019\u4e9b\u8cc7\u6599\u5eab\u5305\u542b\u4e86\u5927\u91cf\u7684\u81ea 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\u5c31\u80fd\u5920\u7372\u5f97\u66f4\u7cbe\u6e96\u7684\u56de\u7b54\u3002 231","ChatGPT \u7684\u8a13\u7df4\u904e\u7a0b\u5206\u70ba\u5169\u968e\u6bb5\uff0c\u9996\u5148\u662f\u8b93 GPT \u81ea\u5df1\u5728\u5927\u91cf\u7684\u8cc7\u6599\u5eab\u4e2d\u5b78\u7fd2\u6587\u5b57 \u63a5\u9f8d\uff0c\u8b93 AI \u6a21\u578b\u5c0d\u65bc\u4e16\u754c\u4e0a\u7684\u77e5\u8b58\u4ee5\u53ca\u8a9e\u8a00\u6709\u4e86\u6df1\u523b\u7684\u7406\u89e3\u3002\u7b2c\u4e8c\u6b65\u5247\u662f\u7531\u4eba\u985e \u8001\u5e2b\u8abf\u6559 ChatGPT \u6a21\u578b\uff0c\u8b93\u6a21\u578b\u7684\u884c\u70ba\u66f4\u50cf\u662f\u4eba\u985e\u7684\u4e92\u52d5\uff0c\u4e26\u4e14\u6703\u91dd\u5c0d\u7279\u5b9a\u4efb\u52d9 \u505a\u5f37\u5316\u3002 \u4e0d\u904e\uff0cChatGPT \u4e26\u4e0d\u662f\u842c\u80fd\u7684\uff0c\u6709\u6642\u5019\u5b83\u4e5f\u53ef\u80fd\u6703\u56de\u7b54\u932f\u8aa4\u7684\u7b54 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