{"id":16739,"date":"2023-11-17T18:34:53","date_gmt":"2023-11-17T10:34:53","guid":{"rendered":"https:\/\/aif.amtbbs.org\/?p=16739"},"modified":"2023-11-17T18:36:41","modified_gmt":"2023-11-17T10:36:41","slug":"%e8%ae%a9stable-diffusion%e4%b8%80%e7%a7%92%e5%87%ba%e5%9b%be%ef%bc%81%e6%b8%85%e5%8d%8e%e7%a1%95%e5%a3%ab%e5%8a%a0%e9%80%9f%e7%a5%9e%e5%99%a8%e7%88%86%e7%81%ab%ef%bc%8c%e5%b7%b2%e6%9c%89%e5%85%ac","status":"publish","type":"post","link":"https:\/\/aif.amtbbs.org\/index.php\/2023\/11\/17\/16739\/","title":{"rendered":"\u8ba9Stable Diffusion\u4e00\u79d2\u51fa\u56fe\uff01\u6e05\u534e\u7855\u58eb\u52a0\u901f\u795e\u5668\u7206\u706b\uff0c\u5df2\u6709\u516c\u53f8\u63a5\u5165"},"content":{"rendered":"<div class=\"article-desc\">\u56e2\u961f\u57fa\u4e8eLCM-LoRA\u81ea\u884c\u4f18\u5316\u7684\u6587\u751f\u56fe\u6a21\u578b\u5df2\u5728HuggingFace\u4e0a\u5f00\u653e\u4f53\u9a8c\uff0c\u56fe\u751f\u56fe\u6a21\u578b\u4e5f\u63a8\u51fa\u4e86CoLab\u7b49\u7248\u672c\u3002<\/div>\n<div 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https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2023\/11\/93c50573834c0e572f3443711d769b2399b20a-1-888x1024.png 888w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2023\/11\/93c50573834c0e572f3443711d769b2399b20a-1-130x150.png 130w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2023\/11\/93c50573834c0e572f3443711d769b2399b20a-1-768x886.png 768w\" sizes=\"auto, (max-width: 1080px) 100vw, 1080px\" \/><\/p>\n<h4>AI\u7ed8\u56fe\u5de5\u5177\u8fc5\u901f\u63a5\u5165<\/h4>\n<p class=\"js_darkmode__10\">LCM-LoRA\u5f00\u6e90\u540e\u4e0d\u4e45\uff0c\u5c31\u6709AI\u7ed8\u56fe\u5de5\u5177\u5382\u5546Scenario\u5ba3\u5e03\u5c06\u57fa\u4e8e\u5b83\u63a8\u51fa\u201c\u5b9e\u65f6\u7ed8\u56fe\u201d\u529f\u80fd\u3002<\/p>\n<p class=\"js_darkmode__11\">Scenario\u7684CEO\u8fd8\u5728\ud835\udd4f\u4e0a\u4eb2\u81ea\u5c55\u793a\u4e86\u5373\u5c06\u4e0a\u7ebf\u7684\u5b9e\u65f6\u7ed8\u56fe\u529f\u80fdDEMO\u3002<\/p>\n<p 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title=\"\u56fe\u7247\" \/><\/p>\n<p class=\"js_darkmode__15\">\u8c03\u6574\u63d0\u793a\u8bcd\u548c\u6709\u5173\u53c2\u6570\uff0c\u6a21\u578b\u54cd\u5e94\u5f97\u4e5f\u662f\u5e72\u8106\u5229\u843d\u3002<\/p>\n<p class=\"js_darkmode__16\"><img data-dominant-color=\"586152\" data-has-transparency=\"false\" style=\"--dominant-color: #586152;\" loading=\"lazy\" decoding=\"async\" class=\"not-transparent alignnone size-full wp-image-16760\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2023\/11\/36ea6fd16d44a6343666079a9ff6970ead5728-1.gif\" width=\"978\" height=\"490\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" \/><\/p>\n<p class=\"js_darkmode__17\">\u8fd9\u4e9bDEMO\u53d1\u5e03\u540e\uff0c\u5f15\u53d1\u4e86\u4f17\u4eba\u7684\u4e00\u81f4\u8d5e\u53f9\u3002<\/p>\n<p class=\"js_darkmode__18\"><img data-dominant-color=\"f2f1f2\" data-has-transparency=\"false\" style=\"--dominant-color: #f2f1f2;\" loading=\"lazy\" decoding=\"async\" class=\"not-transparent 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src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2023\/11\/14b5a83991e239b594f242d337acc41a1b4aa6-1.png\" width=\"1080\" height=\"221\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2023\/11\/14b5a83991e239b594f242d337acc41a1b4aa6-1.png 1080w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2023\/11\/14b5a83991e239b594f242d337acc41a1b4aa6-1-300x61.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2023\/11\/14b5a83991e239b594f242d337acc41a1b4aa6-1-1024x210.png 1024w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2023\/11\/14b5a83991e239b594f242d337acc41a1b4aa6-1-150x31.png 150w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2023\/11\/14b5a83991e239b594f242d337acc41a1b4aa6-1-768x157.png 768w\" sizes=\"auto, (max-width: 1080px) 100vw, 1080px\" \/><\/p>\n<p class=\"js_darkmode__32\">\u4e0d\u4ec5\u662f\u8bad\u7ec3\u6d88\u8017\u7684\u964d\u4f4e\uff0c\u63a8\u7406\u8fc7\u7a0b\u4e2d\u7684\u6b65\u6570\u4e5f\u5927\u5e45\u51cf\u5c11\uff0c\u4e00\u822c\u53ea\u9700\u89814\u6b65\u63a8\u7406\u5c31\u80fd\u7ed8\u5236\u51fa\u8d28\u91cf\u4e0d\u9519\u7684\u56fe\u50cf\u3002<\/p>\n<p class=\"js_darkmode__33\"><img data-dominant-color=\"a7a7a4\" data-has-transparency=\"false\" style=\"--dominant-color: #a7a7a4;\" loading=\"lazy\" decoding=\"async\" class=\"not-transparent alignnone size-full wp-image-16764\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2023\/11\/91d262d383e00d50285803a6518dbf84f16504-1.png\" width=\"1080\" height=\"823\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2023\/11\/91d262d383e00d50285803a6518dbf84f16504-1.png 1080w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2023\/11\/91d262d383e00d50285803a6518dbf84f16504-1-300x229.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2023\/11\/91d262d383e00d50285803a6518dbf84f16504-1-1024x780.png 1024w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2023\/11\/91d262d383e00d50285803a6518dbf84f16504-1-150x114.png 150w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2023\/11\/91d262d383e00d50285803a6518dbf84f16504-1-768x585.png 768w\" sizes=\"auto, (max-width: 1080px) 100vw, 1080px\" \/><\/p>\n<p class=\"js_darkmode__34\">\u6709\u65f6\u751a\u81f3\u53ea\u8981\u4e00\u6b65\u5c31\u80fd\u5b8c\u6210\uff0c\u7528\u65f6\u8fd8\u4e0d\u52301\u79d2\uff0cFID\u5206\u6570\uff08\u8d8a\u4f4e\u8d8a\u597d\uff09\u572850\u4ee5\u4e0b\u3002<\/p>\n<p class=\"js_darkmode__35\"><img data-dominant-color=\"f7f8f8\" data-has-transparency=\"false\" style=\"--dominant-color: #f7f8f8;\" loading=\"lazy\" decoding=\"async\" class=\"not-transparent alignnone size-full wp-image-16765\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2023\/11\/e38173294389027a7360020c9fc009132ef025-1.png\" width=\"1080\" height=\"709\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2023\/11\/e38173294389027a7360020c9fc009132ef025-1.png 1080w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2023\/11\/e38173294389027a7360020c9fc009132ef025-1-300x197.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2023\/11\/e38173294389027a7360020c9fc009132ef025-1-1024x672.png 1024w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2023\/11\/e38173294389027a7360020c9fc009132ef025-1-150x98.png 150w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2023\/11\/e38173294389027a7360020c9fc009132ef025-1-768x504.png 768w\" sizes=\"auto, (max-width: 1080px) 100vw, 1080px\" \/><\/p>\n<p class=\"js_darkmode__36\">\u4e0d\u4ec5\u52a0\u901f\u6027\u80fd\u4f18\u5f02\uff0cLCM-LoRA\u7684\u9002\u914d\u6027\u4e5f\u5341\u5206\u5e7f\u6cdb\u3002<\/p>\n<p class=\"js_darkmode__37\">LCM-LoRA\u8bad\u7ec3\u5f97\u5230\u7684LoRA\u53c2\u6570\u53c8\u79f0\u4e3a\u52a0\u901f\u5411\u91cf\uff0c\u53ef\u4ee5\u6570\u636e\u96c6\u4e0a\u5fae\u8c03\u5f97\u5230\u7684LoRA\u53c2\u6570<strong>\u76f4\u63a5\u7ebf\u6027\u7ec4\u5408<\/strong>\uff0c\u4e0d\u9700\u8981\u989d\u5916\u8bad\u7ec3\u3002<\/p>\n<p class=\"js_darkmode__38\"><img data-dominant-color=\"f1edef\" data-has-transparency=\"false\" style=\"--dominant-color: #f1edef;\" loading=\"lazy\" decoding=\"async\" class=\"not-transparent alignnone size-full wp-image-16766\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2023\/11\/13ffecb7413dd265e77027596decc77af2eaa9-1.png\" width=\"994\" height=\"448\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2023\/11\/13ffecb7413dd265e77027596decc77af2eaa9-1.png 994w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2023\/11\/13ffecb7413dd265e77027596decc77af2eaa9-1-300x135.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2023\/11\/13ffecb7413dd265e77027596decc77af2eaa9-1-150x68.png 150w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2023\/11\/13ffecb7413dd265e77027596decc77af2eaa9-1-768x346.png 768w\" sizes=\"auto, (max-width: 994px) 100vw, 994px\" \/><\/p>\n<p class=\"js_darkmode__39\">\u8fd9\u79cd\u7ec4\u5408\u65b9\u5f0f\u4f7f\u5f97LCM-LoRA\u6210\u4e3a\u4e00\u4e2a\u53ef\u76f4\u63a5\u63d2\u63a5\u5230\u5404\u79cd\u5fae\u8c03\u6a21\u578b\u4e2d\u7684\u901a\u7528\u56fe\u50cf\u751f\u6210\u52a0\u901f\u6a21\u5757\u3002<\/p>\n<h4>\u4f5c\u8005\u7b80\u4ecb<\/h4>\n<p class=\"js_darkmode__41\">LCM\u548cLCM-LoRA\u8bba\u6587\u7684\u4e24\u4f4d\u4e3b\u8981\u4f5c\u8005\u662f\u6765\u81ea\u6e05\u534e\u5927\u5b66\u4ea4\u53c9\u4fe1\u606f\u7814\u7a76\u9662\u7684\u7814\u7a76\u751f\u9a86\u601d\u52c9\uff08Simian Luo\uff09\u548cYiqin Tan\u3002<\/p>\n<p class=\"js_darkmode__42\">\u6e05\u534e\u53c9\u9662\u7684\u9ec4\u9686\u6ce2\u526f\u6559\u6388\u3001\u674e\u5efa\u526f\u6559\u6388\u548c\u8d75\u884c\u52a9\u7406\u6559\u6388\u4e5f\u53c2\u4e0e\u4e86\u8fd9\u4e24\u9879\u7814\u7a76\u3002<\/p>\n<p class=\"js_darkmode__43\">\u5728LCM-LoRA\u7684\u5de5\u4f5c\u4e2d\uff0c\u6765\u81eaHuggingFace\u7684\u7814\u7a76\u4eba\u5458\u4ea6\u6709\u8d21\u732e\u3002<\/p>\n<p class=\"js_darkmode__44\"><img data-dominant-color=\"ececec\" data-has-transparency=\"false\" style=\"--dominant-color: #ececec;\" loading=\"lazy\" decoding=\"async\" class=\"not-transparent alignnone size-full wp-image-16767\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2023\/11\/d60faf728b6a63678a711260bbb0956625730e-1.png\" width=\"1080\" height=\"425\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2023\/11\/d60faf728b6a63678a711260bbb0956625730e-1.png 1080w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2023\/11\/d60faf728b6a63678a711260bbb0956625730e-1-300x118.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2023\/11\/d60faf728b6a63678a711260bbb0956625730e-1-1024x403.png 1024w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2023\/11\/d60faf728b6a63678a711260bbb0956625730e-1-150x59.png 150w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2023\/11\/d60faf728b6a63678a711260bbb0956625730e-1-768x302.png 768w\" sizes=\"auto, (max-width: 1080px) 100vw, 1080px\" \/><\/p>\n<p class=\"js_darkmode__45\">\u8bba\u6587\u5730\u5740\uff1a<br \/>\n[1]https:\/\/arxiv.org\/abs\/2310.04378<br \/>\n[2]https:\/\/arxiv.org\/abs\/2311.05<\/p>\n<p>\u6587\u7ae0\u6765\u81ea\uff1a51CTO<\/p>\n<\/div>\n<\/div>\n<div class=\"pvc_clear\"><\/div>\n<p id=\"pvc_stats_16739\" class=\"pvc_stats total_only  \" data-element-id=\"16739\" style=\"\"><i class=\"pvc-stats-icon medium\" aria-hidden=\"true\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" version=\"1.0\" viewBox=\"0 0 502 315\" preserveAspectRatio=\"xMidYMid meet\"><g transform=\"translate(0,332) scale(0.1,-0.1)\" fill=\"\" stroke=\"none\"><path d=\"M2394 3279 l-29 -30 -3 -207 c-2 -182 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214 -129 231 -35 14 -42 15 -82 7z\"\/><path d=\"M3689 3066 c-15 -9 -33 -30 -42 -48 -48 -103 -147 -355 -147 -375 0 -98 131 -148 192 -74 13 15 57 108 97 206 80 196 84 226 37 273 -30 30 -99 39 -137 18z\"\/><path d=\"M583 2784 c-38 -19 -67 -74 -58 -113 9 -42 211 -354 242 -373 16 -10 45 -18 66 -18 51 0 107 52 107 100 0 39 -1 41 -124 234 -80 126 -108 162 -133 173 -41 17 -61 16 -100 -3z\"\/><path d=\"M4250 2784 c-14 -9 -74 -91 -133 -183 -95 -150 -107 -173 -107 -213 0 -55 33 -94 87 -104 67 -13 90 8 211 198 130 202 137 225 78 284 -27 27 -42 34 -72 34 -22 0 -50 -8 -64 -16z\"\/><path d=\"M2275 2693 c-553 -48 -1095 -270 -1585 -649 -135 -104 -459 -423 -483 -476 -23 -49 -22 -139 2 -186 73 -142 361 -457 571 -626 285 -228 642 -407 990 -497 242 -63 336 -73 660 -74 310 0 370 5 595 52 535 111 1045 392 1455 803 122 121 250 273 275 326 19 41 19 137 0 174 -41 79 -309 363 -465 492 -447 370 -946 591 -1479 653 -113 14 -422 18 -536 8z m395 -428 c171 -34 330 -124 456 -258 112 -119 167 -219 211 -378 27 -96 24 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