{"id":8271,"date":"2026-05-17T17:41:38","date_gmt":"2026-05-17T09:41:38","guid":{"rendered":"https:\/\/infernews.com\/blog\/generalizable-camera-controlled-video-generation-from-one-training-video\/"},"modified":"2026-05-17T17:41:38","modified_gmt":"2026-05-17T09:41:38","slug":"generalizable-camera-controlled-video-generation-from-one-training-video","status":"publish","type":"post","link":"https:\/\/infernews.com\/blog\/generalizable-camera-controlled-video-generation-from-one-training-video\/","title":{"rendered":"Warp-as-History\uff1a\u4e00\u6bb5\u7247\u8a13\u7df4\u51fa\u300c\u93e1\u982d\u64cd\u63a7\u300d"},"content":{"rendered":"<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/05\/github_teaser-f46eabe96325.jpg\" alt=\"Warp-as-History teaser\"><\/figure>\n<p>\u5982\u679c\u4f60\u5c0d AI \u5f71\u7247\u751f\u6210\u6709\u8208\u8da3\uff0c\u4f46\u53c8\u89ba\u5f97\u300c\u8981\u5927\u91cf\u7d20\u6750\u5148\u8a13\u7df4\u300d\u9580\u6abb\u592a\u9ad8\uff0cWarp-as-History \u7684\u5438\u5f15\u529b\u6b63\u5728\u65bc\u5b83\u5617\u8a66\u53ea\u7528\u4e00\u6bb5\u8a13\u7df4\u5f71\u7247\u5b8c\u6210\u76f8\u6a5f\u8996\u89d2\u63a7\u5236\u3002\u7c21\u55ae\u8b1b\uff0c\u5b83\u60f3\u505a\u7684\u662f\u8b93\u7cfb\u7d71\u5b78\u6703\u539f\u7247\u4e2d\u7684\u7a7a\u9593\u8207\u904b\u93e1\u95dc\u4fc2\uff0c\u518d\u6309\u4f60\u6307\u5b9a\u7684\u93e1\u982d\u8def\u5f91\u751f\u6210\u65b0\u756b\u9762\u3002<\/p>\n<p>\u5c0d\u4e00\u822c\u4f7f\u7528\u8005\u4f86\u8aaa\uff0c\u7406\u89e3\u9019\u500b\u5c08\u6848\u7684\u6700\u597d\u65b9\u6cd5\uff0c\u4e0d\u662f\u628a\u5b83\u7576\u4f5c\u666e\u901a\u6587\u5b57\u751f\u7247\u5de5\u5177\uff0c\u800c\u662f\u8996\u70ba\u4e00\u500b\u504f\u5411\u300c\u93e1\u982d\u64cd\u63a7\u300d\u7684\u7814\u7a76\u578b\u65b9\u6848\u3002\u4f60\u9700\u8981\u5148\u6e96\u5099\u4e00\u6bb5\u5e36\u6709\u76f8\u6a5f\u8cc7\u8a0a\u7684\u5f71\u7247\uff0c\u518d\u914d\u5408\u6307\u5b9a\u6a21\u578b\u505a\u63a8\u7406\u6216\u8a13\u7df4\uff1b\u5b98\u65b9\u5217\u51fa\u7684\u9810\u8a2d\u7d44\u5408\u5305\u62ec <strong>Helios-Distilled<\/strong>\u3001<strong>Warp-as-History LoRA<\/strong>\uff0c\u800c <strong>Helios-Mid<\/strong> \u4e3b\u8981\u7528\u65bc\u8a13\u7df4\uff0c\u53e6\u5916 README \u4ea6\u63d0\u5230 <strong>Pi3X<\/strong>\u3002<\/p>\n<p>\u5b83\u89e3\u6c7a\u7684\u91cd\u9ede\u554f\u984c\uff0c\u662f\u751f\u6210\u5f71\u7247\u6642\u5e38\u898b\u7684\u8996\u89d2\u4e0d\u7a69\u3001\u93e1\u982d\u79fb\u52d5\u4e0d\u9023\u8cab\uff0c\u4ee5\u53ca\u96e3\u4ee5\u7cbe\u6e96\u63a7\u5236\u89c0\u770b\u65b9\u5411\u3002\u9019\u500b\u65b9\u6cd5\u7279\u5225\u5f37\u8abf\u4e92\u52d5\u5f0f\u93e1\u982d\u8ecc\u8de1\u8ddf\u96a8\u8207\u8996\u9ede\u8abf\u6574\uff0c\u5b9a\u4f4d\u4e0a\u8207 HappyOyster\u3001Genie 3 \u9019\u985e\u65b9\u5411\u76f8\u8fd1\uff0c\u4f46\u8ce3\u9ede\u662f\u628a\u6240\u9700\u8a13\u7df4\u8cc7\u6599\u58d3\u5230\u55ae\u4e00\u7bc4\u4f8b\uff0c\u9019\u9ede\u76f8\u7576\u6709\u7814\u7a76\u50f9\u503c\u3002<\/p>\n<ul>\n<li><strong>\u4e00\u6bb5\u8a13\u7df4\u5f71\u7247<\/strong> \u5df2\u662f\u6838\u5fc3\u8a2d\u5b9a\uff0c\u5c0d\u8cc7\u6599\u6536\u96c6\u8981\u6c42\u8f03\u4f4e<\/li>\n<li>\u91cd\u5fc3\u4e0d\u5728\u7d14\u6587\u5b57\u751f\u6210\uff0c\u800c\u5728<strong>\u93e1\u982d\u8def\u5f91\u8207\u8996\u89d2\u63a7\u5236<\/strong><\/li>\n<li>\u76f8\u95dc\u6a21\u578b\u5305\u62ec <strong>Helios-Distilled\u3001Warp-as-History LoRA\u3001Helios-Mid\u3001Pi3X<\/strong><\/li>\n<li>\u8f03\u9069\u5408\u7814\u7a76\u5be6\u9a57\u3001\u6548\u679c\u9a57\u8b49\uff0c\u672a\u5fc5\u662f\u5373\u958b\u5373\u7528\u7684\u6d88\u8cbb\u7d1a\u5de5\u5177<\/li>\n<\/ul>\n<p>\u5982\u679c\u4f60\u662f\u505a\u751f\u6210\u5f0f\u5f71\u50cf\u7814\u7a76\u3001\u4e92\u52d5\u6558\u4e8b\u3001\u865b\u64ec\u651d\u5f71\uff0c\u9019\u500b\u5c08\u6848\u503c\u5f97\u7559\u610f\uff1b\u82e5\u4f60\u53ea\u662f\u60f3\u5feb\u901f\u526a\u7247\u6216\u4e00\u9375\u51fa\u6210\u54c1\uff0c\u53ef\u80fd\u6703\u89ba\u5f97\u524d\u7f6e\u6e96\u5099\u4ecd\u7136\u504f\u6280\u8853\u6027\u3002\u6574\u9ad4\u4f86\u770b\uff0cWarp-as-History \u6700\u6709\u610f\u601d\u7684\u5730\u65b9\uff0c\u662f\u628a\u300c\u5f71\u7247\u6b77\u53f2\u8cc7\u8a0a\u300d\u7531\u55ae\u7d14\u4e0a\u4e0b\u6587\u63d0\u5347\u70ba\u53ef\u5ef6\u7e8c\u7684\u8996\u89d2\u4f9d\u64da\uff0c\u4ee4\u76f8\u6a5f\u63a7\u5236\u9019\u4ef6\u4e8b\u66f4\u50cf\u771f\u6b63\u53ef\u64cd\u4f5c\u7684\u751f\u6210\u689d\u4ef6\u3002<\/p>\n<p><strong>\u7db2\u5740\uff1a<\/strong> <a href=\"https:\/\/github.com\/yyfz\/Warp-as-History\" rel=\"noopener noreferrer\">https:\/\/github.com\/yyfz\/Warp-as-History<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u5c08\u6848\u4e3b\u6253\u7528\u4e00\u6bb5\u5df2\u6a19\u8a3b\u93e1\u982d\u8cc7\u8a0a\u7684\u5f71\u7247\uff0c\u751f\u6210\u53ef\u8ddf\u96a8\u8996\u89d2\u79fb\u52d5\u7684\u65b0\u7247\u6bb5\u3002\u5c0d\u60f3\u8a66\u76f8\u6a5f\u63a7\u5236\u5f0f\u5f71\u7247\u751f\u6210\u7684\u4eba\u4f86\u8aaa\uff0c\u65b9\u5411\u76f8\u7576\u6e05\u6670\u3002<\/p>\n","protected":false},"author":8,"featured_media":8270,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[133,120,141,186,189],"tags":[],"class_list":["post-8271","post","type-post","status-publish","format-standard","hentry","category-133","category-120","category-141","category-186","category-189"],"_links":{"self":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/8271","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/users\/8"}],"replies":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/comments?post=8271"}],"version-history":[{"count":0,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/8271\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media\/8270"}],"wp:attachment":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media?parent=8271"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/categories?post=8271"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/tags?post=8271"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}