{"id":24712,"date":"2026-08-25T12:03:32","date_gmt":"2026-08-25T04:03:32","guid":{"rendered":"https:\/\/mnya.tw\/cc\/?p=24712"},"modified":"2026-08-25T12:03:32","modified_gmt":"2026-08-25T04:03:32","slug":"2912","status":"publish","type":"post","link":"https:\/\/mnya.tw\/cc\/word\/2912.html","title":{"rendered":"ComfyUI x MiniMax H3\uff1a\u751f\u6210\u7121\u9650\u5faa\u74b0\u7684\u5f71\u7247\uff01\u793a\u7bc4\u5de5\u7a0b\u5efa\u9020\u7e2e\u6642\u651d\u5f71\uff08\u9644 FL2VA \u5de5\u4f5c\u6d41\uff09"},"content":{"rendered":"<p>\u5728 AI \u5f71\u7247\u751f\u6210\u6280\u8853\u9081\u5165\u6210\u719f\u671f\u7684 2026 \u5e74\uff0c\u5275\u4f5c\u8005\u5c0d\u65bc\u5f71\u7247\u52d5\u614b\u908f\u8f2f\u7684\u7cbe\u78ba\u63a7\u5236\u5df2\u4e0d\u518d\u6eff\u8db3\u65bc\u55ae\u5411\u7684\u7dda\u6027\u751f\u6210\u3002\u5728\u88fd\u4f5c\u7db2\u9801\u80cc\u666f\u5f71\u7247\u3001\u793e\u7fa4\u77ed\u5f71\u97f3\u6216\u662f\u52d5\u614b\u5c55\u793a\u6642\uff0c<strong>\u300c\u9996\u5c3e\u76f8\u9023\u3001\u7121\u7e2b\u5faa\u74b0\u300d<\/strong>\u7684\u6548\u679c\u4e00\u76f4\u5177\u6709\u6975\u9ad8\u7684\u8996\u89ba\u5438\u5f15\u529b\u8207\u5be6\u7528\u50f9\u503c\u3002\u958b\u6e90\u754c\u5168\u6a21\u614b\u65d7\u8266\u6a21\u578b <strong>MiniMax H3<\/strong> \u539f\u751f\u652f\u63f4\u4e86\u5f37\u5927\u7684 <strong>FL2VA\uff08First\/Last Frame to Video &amp; Audio\uff09<\/strong>\u6a21\u5f0f\uff0c\u80fd\u8b93\u5275\u4f5c\u8005\u540c\u6642\u6307\u5b9a\u5f71\u7247\u7684\u300c\u8d77\u59cb\u7b2c\u4e00\u5e40\u300d\u8207\u300c\u7d50\u675f\u6700\u5f8c\u5e40\u300d\uff0c\u4e26\u7531\u64f4\u6563\u6a21\u578b\u5728\u4e2d\u9593\u81ea\u52d5\u88dc\u9f4a\u5408\u7406\u7684\u6642\u7a7a\u904e\u6e21\u8ecc\u8de1\u8207\u540c\u6b65\u97f3\u6548\u3002<\/p>\n<p>\u672c\u6587\u5c07\u6df1\u5165\u4ecb\u7d39\u5982\u4f55\u5c07\u6211\u5011\u5148\u524d\u642d\u5efa\u7684 ComfyUI \u96d9\u91cd\u52a0\u901f\u5de5\u4f5c\u6d41\uff08\u6574\u5408 Spectrum \u983b\u57df\u5feb\u53d6\u3001SageAttention \u6a5f\u5236\u8207 Preview Override \u5373\u6642\u9810\u89bd\uff09\u5347\u7d1a\u6539\u9020\u70ba\u5c08\u5c6c\u7684<strong>\u300cFL2VA \u7121\u9650\u5faa\u74b0\u5f71\u97f3\u5de5\u4f5c\u6d41\u300d<\/strong>\u3002\u672c\u6b21\u6e2c\u8a66\u4ee5\u9707\u64bc\u7684<strong>\u300c\u5de5\u7a0b\u5efa\u9020\u7e2e\u6642\u651d\u5f71\u300d<\/strong>\u70ba\u4e3b\u984c\uff0c\u8f38\u5165\u7531 Nano Banana 2 \u751f\u6210\u7684\u300c\u5df2\u5b8c\u5de5\u7167\u7247\u300d\u4f5c\u70ba\u8d77\u59cb\u8207\u7d50\u5c3e\u7684\u5171\u901a\u95dc\u9375\u5e40\u3002\u900f\u904e\u7cbe\u78ba\u7684 Prompt \u63cf\u8ff0\u300c\u6642\u9593\u5012\u6d41\u62c6\u89e3\u81f3\u539f\u59cb\u72c0\u614b\uff0c\u518d\u8d85\u9ad8\u901f\u52d5\u5de5\u91cd\u5efa\u300d\uff0c\u6a21\u578b\u6210\u529f\u751f\u6210\u51fa\u4e00\u6bb5\u756b\u9762\u8207\u7acb\u9ad4\u8072\u97f3\u6548\u7686\u80fd\u7121\u7e2b\u9996\u5c3e\u5faa\u74b0\u7684 10 \u79d2\u58ef\u9e97\u7e2e\u6642\u5f71\u7247\uff01<\/p>\n<h2><span style=\"color: #0000ff;\">\ud83d\udcda \u4ec0\u9ebc\u662f FL2VA\uff1f\u6838\u5fc3\u6a5f\u5236\u8207\u751f\u6210\u6a21\u5f0f\u5c0d\u7167<\/span><\/h2>\n<p><strong>FL2VA<\/strong> \u662f\u591a\u6a21\u614b\u5f71\u97f3\u751f\u6210\u67b6\u69cb\u4e2d\u7684\u4e00\u7a2e\u751f\u6210\u4efb\u52d9\u6a21\u5f0f\uff0c\u5168\u7a31\u70ba <strong>First\/Last Frame to Video &amp; Audio<\/strong>\uff08\u9996\u5e40\uff0f\u5c3e\u5e40\u751f\u97f3\u8996\u8a0a\uff09\u3002<\/p>\n<h3>\u6838\u5fc3\u5b9a\u7fa9\u8207\u904b\u4f5c\u6a5f\u5236<\/h3>\n<ul>\n<li><strong>\u8f38\u5165\u5167\u5bb9\uff1a<\/strong>\u5305\u542b\u63cf\u8ff0\u52d5\u614b\u8207\u6c1b\u570d\u7684\u300c\u6587\u5b57\u63d0\u793a\u8a5e\uff08Text Prompt\uff09\u300d\uff0c\u4ee5\u53ca\u6307\u5b9a\u7684\u300c\u5f15\u5c0e\u5f71\u50cf\uff08Keyframes\uff09\u300d\uff0c\u53ef\u9748\u6d3b\u914d\u7f6e\u9996\u5e40\u3001\u5c3e\u5e40\u6216\u9996\u5c3e\u96d9\u5e40\u3002<\/li>\n<li><strong>\u8f38\u51fa\u5167\u5bb9\uff1a<\/strong>\u6a21\u578b\u4e26\u975e\u5148\u751f\u6210\u756b\u9762\u518d\u5916\u639b\u914d\u6a02\uff0c\u800c\u662f\u7aef\u5230\u7aef\uff08End-to-End\uff09\u540c\u6642\u89e3\u78bc\u751f\u6210\u52d5\u614b\u756b\u9762\u8207\u5c0d\u61c9\u7684\u74b0\u5883\u7acb\u9ad4\u8072\u97f3\u8a0a\uff08Video &amp; Audio\uff09\u3002<\/li>\n<\/ul>\n<p><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/mnya.tw\/cc\/wp-content\/uploads\/2026\/2912-1.jpg\" width=\"1280\" height=\"720\" \/><br \/>\n\u25b2 \u6b64\u5716\u5c55\u793a\u4e86\u5728 ComfyUI \u4e2d\u5347\u7d1a\u5f8c\u7684 FL2VA \u7121\u9650\u5faa\u74b0\u5de5\u4f5c\u6d41\u5b8c\u6574\u622a\u5716\u3002\u672c\u6b21\u63a1\u7528 544 x 960 px\uff089:16\u30010.5 MP\u3001Multiple = 32\uff09\u898f\u683c\u751f\u6210 10 \u79d2 24 fps \u5f71\u7247\u3002\u900f\u904e\u5c07\u540c\u4e00\u5f35 Nano Banana 2 \u751f\u6210\u7684\u6c34\u5eab\u5b8c\u5de5\u5716\u540c\u6642\u63a5\u5165 <code>first_frame<\/code> \u8207 <code>last_frame<\/code>\uff0c\u914d\u5408 Spectrum \u8207 SageAttention \u96d9\u52a0\u901f\uff0c\u5be6\u73fe\u9ad8\u6548\u4e14\u5b8c\u7f8e\u7684\u5faa\u74b0\u88dc\u9593\u6e32\u67d3\u3002<\/p>\n<h2><span style=\"color: #0000ff;\">\ud83d\udcdd \u7121\u9650\u5faa\u74b0\u63d0\u793a\u8a5e\u67b6\u69cb\u8207\u8a2d\u8a08\u89e3\u6790<\/span><\/h2>\n<p>\u70ba\u4e86\u5be6\u73fe\u6c34\u5eab\u5f9e\u300c\u5b8c\u5de5 \u2794 \u5012\u6d41\u62c6\u89e3 \u2794 \u91cd\u5efa\u84c4\u6c34 \u2794 \u5b8c\u5de5\u300d\u7684\u5faa\u74b0\u904e\u7a0b\uff0c\u63d0\u793a\u8a5e\u9996\u884c\u56b4\u683c\u9075\u5faa MiniMax \u5b98\u65b9\u6307\u5357\u7684 FL2VA \u5c0d\u9f4a\u5ba3\u544a\uff0c\u4e26\u5c07\u756b\u9762\u3001\u74b0\u5883\u7e2e\u6642\u97f3\u6548\u8207\u7ba1\u5f26\u914d\u6a02\u9032\u884c\u6e05\u6670\u5206\u5340\uff1a<\/p><div class=\"3a456c955cc9861673f62d33beb7714e\" data-index=\"2\" style=\"float: none; margin:0px;\">\n<script async src=\"https:\/\/pagead2.googlesyndication.com\/pagead\/js\/adsbygoogle.js?client=ca-pub-2683739050533486\"\r\n     crossorigin=\"anonymous\"><\/script>\r\n<ins class=\"adsbygoogle\"\r\n     style=\"display:block; text-align:center;\"\r\n     data-ad-layout=\"in-article\"\r\n     data-ad-format=\"fluid\"\r\n     data-ad-client=\"ca-pub-2683739050533486\"\r\n     data-ad-slot=\"3270345536\"><\/ins>\r\n<script>\r\n     (adsbygoogle = window.adsbygoogle || []).push({});\r\n<\/script>\n<\/div>\n\n<blockquote><p>How the reference pictures align with the target video \u2014 Picture 1 (from Shot 1) aligns with the 0.00-second mark of the target video; Picture 2 (from Shot 1) aligns with the 10.00-second mark of the target video.<\/p>\n<p>integrated_multimodal_description: [Shot 1] Live-action, cinematic, a wide aerial high-angle view frames the massive curved concrete arch dam, mountain gorge, reservoir, and downstream town established in Picture 1. The camera holds a static shot as the entire scene quickly rewinds in a time-lapse: the water recedes from the reservoir bed back into a natural flowing river winding through the dry valley, and the concrete dam superstructure dissolves down to foundation rock. Immediately, forward construction begins at hyper-speed: earthmovers excavate bedrock along the natural riverbed, yellow tower cranes and steel scaffolding rise, and fresh concrete pours layer by layer. As the concrete arch reaches its peak height, the upstream river basin fills with deep blue-green water creating the vast reservoir lake, while water discharges in turbulent white foam through the spillway into the downstream river gorge, before stabilizing into the fully completed, operating dam and scenery matching Picture 2 at the end of the shot.<\/p>\n<p>overall_soundscape: Rapid time-lapse soundscape of mountain winds rushing, mechanical crane gears, heavy engine hums, concrete pouring rumbles, and the thunderous roar of rushing water bursting through dam spillways.<\/p>\n<p>non_diegetic_music: An inspiring orchestral track driven by rhythmic staccato strings, building brass harmonies, and steady cinematic percussion, concluding on a bright, sustained chord.<\/p><\/blockquote>\n<h2><span style=\"color: #0000ff;\">\ud83c\udfac \u5be6\u6e2c\u6210\u679c\uff1a\u5efa\u9020\u6c34\u5eab\u793a\u7bc4\u751f\u6210\u52d5\u756b\uff08\u5de5\u7a0b\u5efa\u9020\u7e2e\u6642\u651d\u5f71\uff09<\/span><\/h2>\n<p><iframe loading=\"lazy\" title=\"YouTube video player\" src=\"https:\/\/www.youtube.com\/embed\/i91zpxWU9TE\" width=\"512\" height=\"768\" frameborder=\"0\" allowfullscreen=\"allowfullscreen\"><\/iframe><br \/>\n\u25b2 \u5f71\u7247\u4ee5\u5012\u5e36\u65b9\u5f0f\u5c07\u9f90\u5927\u7684\u5f27\u5f62\u6c34\u58e9\u62c6\u89e3\u56de\u4e7e\u6db8\u5cfd\u8c37\u6cb3\u9053\uff0c\u96a8\u5f8c\u540a\u8eca\u8207\u602a\u624b\u5feb\u901f\u9032\u99d0\u91cd\u65b0\u704c\u6f3f\u7bc9\u58e9\uff0c\u6700\u7d42\u6c34\u5eab\u84c4\u6c34\u4e26\u958b\u9598\u6d29\u6d2a\uff0c\u6d41\u66a2\u56de\u6b78\u521d\u59cb\u9996\u5e40\u756b\u9762\uff0c\u9054\u6210\u5b8c\u7f8e\u7684\u7121\u9650\u5faa\u74b0\u64ad\u653e\u6548\u679c\uff01<\/p>\n<h2><span style=\"color: #0000ff;\">\ud83d\udca1 \u5be6\u6e2c\u7d50\u8ad6\u8207\u5de5\u4f5c\u6d41\u53d6\u5f97<\/span><\/h2>\n<p>MiniMax H3 \u7684 FL2VA \u6a21\u5f0f\u5728\u9996\u5c3e\u5e40\u904e\u6e21\u7684\u5e7e\u4f55\u7a69\u5b9a\u6027\u8207\u6642\u9593\u8ef8\u5c0d\u9f4a\u4e0a\u5c55\u73fe\u4e86\u6975\u9ad8\u7684\u6210\u719f\u5ea6\u3002\u53ea\u8981\u5de7\u5999\u5730\u5c07\u76f8\u540c\u7684\u5f71\u50cf\u6307\u5b9a\u70ba\u9996\u5e40\u8207\u5c3e\u5e40\uff0c\u4e26\u5728\u63d0\u793a\u8a5e\u4e2d\u898f\u5283\u597d\u300c\u8d77\u9ede \u2794 \u8b8a\u5316\u767c\u5c55 \u2794 \u56de\u6b78\u7d42\u9ede\u300d\u7684\u52d5\u614b\u8def\u5f91\uff0c\u5c31\u80fd\u8f15\u9b06\u88fd\u4f5c\u51fa\u8996\u89ba\u4e0a\u7121\u65b7\u9ede\u7684\u7121\u9650\u5faa\u74b0\u77ed\u7247\u3002<\/p>\n<p>\ud83d\udc49 \u5de5\u4f5c\u6d41\u4e0b\u8f09\uff1a<strong><a href=\"https:\/\/store.mnya.tw\/l\/kxkmfx\" target=\"_blank\" rel=\"noopener\">\u9ede\u64ca\u6b64\u8655\u524d\u5f80\u4e0b\u8f09\uff08\u8d0a\u52a9\u65b9\u6848\uff09<\/a><\/strong><\/p>\n<p>\u5e0c\u671b\u80fd\u70ba\u5927\u5bb6\u7684 AI \u5f71\u97f3\u5275\u4f5c\u8207\u7e2e\u6642\u52d5\u756b\u88fd\u4f5c\u5e36\u4f86\u66f4\u591a\u9748\u611f\uff01\ud83d\ude01<\/p>\n\n<div style=\"font-size: 0px; height: 0px; line-height: 0px; margin: 0; padding: 0; clear: both;\"><\/div>","protected":false},"excerpt":{"rendered":"<p>\u5728 AI \u5f71\u7247\u751f\u6210\u6280\u8853\u9081\u5165\u6210\u719f\u671f\u7684 2026 \u5e74\uff0c\u5275\u4f5c\u8005\u5c0d\u65bc\u5f71\u7247\u52d5\u614b\u908f\u8f2f\u7684\u7cbe\u78ba\u63a7\u5236\u5df2\u4e0d\u518d\u6eff\u8db3\u65bc\u55ae\u5411\u7684\u7dda\u6027\u751f\u6210\u3002\u5728\u88fd\u4f5c\u7db2\u9801\u80cc\u666f\u5f71\u7247\u3001\u793e\u7fa4\u77ed\u5f71\u97f3\u6216\u662f\u52d5\u614b\u5c55\u793a\u6642\uff0c\u300c\u9996\u5c3e\u76f8\u9023\u3001\u7121\u7e2b\u5faa\u74b0\u300d\u7684\u6548\u679c [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":24714,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[16,525,567],"tags":[562,591],"class_list":["post-24712","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-software-application","category-ai","category-ai-video","tag-comfyui","tag-minimax"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.3 - 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