{"id":4552,"date":"2026-04-23T11:13:11","date_gmt":"2026-04-23T02:13:11","guid":{"rendered":"https:\/\/persc.jp\/blog\/comfyui-video-upscaling-2\/"},"modified":"2026-04-23T15:29:25","modified_gmt":"2026-04-23T06:29:25","slug":"comfyui-video-upscaling-2","status":"publish","type":"post","link":"https:\/\/persc.jp\/blog\/comfyui-video-upscaling-2\/","title":{"rendered":"ComfyUI\u00d7SeedVR2\u3067\u52d5\u753b\u30a2\u30c3\u30d7\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\uff5c\u5b9f\u52d9\u306e\u8a2d\u5b9a5\u624b\u9806"},"content":{"rendered":"<p>AI\u52d5\u753b\u751f\u6210\u30c4\u30fc\u30eb\u3067\u4f5c\u6210\u3057\u305f\u6620\u50cf\u306f\u3001\u591a\u304f\u306e\u5834\u5408480p\u3084720p\u3068\u3044\u3063\u305f\u4f4e\u89e3\u50cf\u5ea6\u3067\u51fa\u529b\u3055\u308c\u307e\u3059\u3002\u305b\u3063\u304b\u304f\u9ad8\u54c1\u8cea\u306a\u30d7\u30ed\u30f3\u30d7\u30c8\u3067\u751f\u6210\u3057\u3066\u3082\u3001\u305d\u306e\u307e\u307e\u3067\u306f\u5b9f\u52d9\u30ec\u30d9\u30eb\u306e\u753b\u8cea\u306b\u5c4a\u304d\u307e\u305b\u3093\u3002\u305d\u3053\u3067\u6ce8\u76ee\u3055\u308c\u3066\u3044\u308b\u306e\u304c\u3001\u5f8c\u5de5\u7a0b\u3067\u89e3\u50cf\u5ea6\u3092\u5f15\u304d\u4e0a\u3052\u308b\u30a2\u30c3\u30d7\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u6280\u8853\u3067\u3059\u3002<\/p>\n<p>\u4e2d\u3067\u3082ByteDance\u304c\u958b\u767a\u3057\u305f\u300cSeedVR2\u300d\u306f\u30011\u30b9\u30c6\u30c3\u30d7\u306e\u62e1\u6563\u30e2\u30c7\u30eb\u3067\u52d5\u753b\u3092\u4e00\u62ec\u51e6\u7406\u3067\u304d\u308b\u70b9\u304c\u7279\u5fb4\u7684\u3067\u3059\u3002ComfyUI\uff08\u30ce\u30fc\u30c9\u3092\u3064\u306a\u3044\u3067\u753b\u50cf\u751f\u6210AI\u3092\u52d5\u304b\u3059\u30c4\u30fc\u30eb\uff09\u306e\u30ce\u30fc\u30c9\u3068\u3057\u3066\u5c0e\u5165\u3059\u308c\u3070\u3001GUI\u64cd\u4f5c\u3060\u3051\u30674K\u54c1\u8cea\u306e\u52d5\u753b\u30a2\u30c3\u30d7\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u304c\u5b8c\u7d50\u3057\u307e\u3059\u3002<\/p>\n<p>\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001SeedVR2\u306e\u4ed5\u7d44\u307f\u304b\u3089ComfyUI\u3067\u306e\u5177\u4f53\u7684\u306a\u5c0e\u5165\u624b\u9806\u3001VRAM\uff08GPU\u306e\u4f5c\u696d\u30e1\u30e2\u30ea\uff09\u5225\u306e\u63a8\u5968\u69cb\u6210\u3001\u4ed6\u306e\u624b\u6cd5\u3068\u306e\u6bd4\u8f03\u307e\u3067\u3001\u52d5\u753b\u30a2\u30c3\u30d7\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u306b\u5fc5\u8981\u306a\u77e5\u8b58\u3092\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n<h2>AI\u751f\u6210\u52d5\u753b\u306b\u30a2\u30c3\u30d7\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u304c\u5fc5\u8981\u306a\u7406\u7531<\/h2>\n<p>AI\u751f\u6210\u52d5\u753b\u306f\u8a08\u7b97\u30b3\u30b9\u30c8\u306e\u5236\u7d04\u3067\u4f4e\u89e3\u50cf\u5ea6\u51fa\u529b\u306b\u306a\u308a\u304c\u3061\u306a\u305f\u3081\u3001\u30a2\u30c3\u30d7\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u304c\u4ed5\u4e0a\u3052\u5de5\u7a0b\u306e\u9375\u306b\u306a\u308a\u307e\u3059\u3002\u3053\u3053\u3067\u306f\u89e3\u50cf\u5ea6\u5236\u9650\u306e\u80cc\u666f\u3068\u3001\u30d5\u30ec\u30fc\u30e0\u5358\u4f4d\u30fb\u52d5\u753b\u4e00\u62ec\u51e6\u7406\u306e\u9055\u3044\u3092\u9806\u306b\u6574\u7406\u3057\u307e\u3059\u3002<\/p>\n<h3>\u751f\u6210\u6642\u306e\u89e3\u50cf\u5ea6\u5236\u9650\u3068\u5f8c\u51e6\u7406\u306e\u91cd\u8981\u6027<\/h3>\n<p>WanVideo\u3084HunyuanVideo\u3068\u3044\u3063\u305fAI\u52d5\u753b\u751f\u6210\u30e2\u30c7\u30eb\u306f\u3001\u8a08\u7b97\u30b3\u30b9\u30c8\u306e\u5236\u7d04\u304b\u3089480p\u301c720p\u7a0b\u5ea6\u306e\u89e3\u50cf\u5ea6\u3067\u51fa\u529b\u3059\u308b\u306e\u304c\u4e00\u822c\u7684\u3067\u3059\u3002\u9ad8\u89e3\u50cf\u5ea6\u3067\u76f4\u63a5\u751f\u6210\u3057\u3088\u3046\u3068\u3059\u308b\u3068\u3001VRAM\u6d88\u8cbb\u304c\u8df3\u306d\u4e0a\u304c\u308a\u3001\u51e6\u7406\u6642\u9593\u3082\u5927\u5e45\u306b\u5897\u52a0\u3057\u307e\u3059\u3002<\/p>\n<p>\u305d\u306e\u305f\u3081\u3001\u307e\u305a\u4f4e\u89e3\u50cf\u5ea6\u3067\u69cb\u56f3\u3084\u52d5\u304d\u3092\u78ba\u5b9a\u3055\u305b\u3001\u305d\u306e\u5f8c\u30a2\u30c3\u30d7\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u3067\u89e3\u50cf\u5ea6\u3092\u5f15\u304d\u4e0a\u3052\u308b\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u304c\u5b9a\u756a\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u5efa\u7bc9\u30ec\u30f3\u30c0\u30ea\u30f3\u30b0\u3067\u3001\u30d7\u30ec\u30d3\u30e5\u30fc\u89e3\u50cf\u5ea6\u3067\u30e9\u30a4\u30c6\u30a3\u30f3\u30b0\u3092\u8a70\u3081\u3066\u304b\u3089\u672c\u756a\u89e3\u50cf\u5ea6\u306b\u5207\u308a\u66ff\u3048\u308b\u306e\u3068\u540c\u3058\u767a\u60f3\u3067\u3059\u3002\u3053\u306e2\u6bb5\u968e\u65b9\u5f0f\u306a\u3089\u3001VRAM\u4f7f\u7528\u91cf\u3092\u6291\u3048\u3064\u3064\u9ad8\u753b\u8cea\u306a\u6620\u50cf\u3092\u5f97\u3089\u308c\u307e\u3059\u3002<\/p>\n<p>\u5b9f\u52d9\u3067\u306f\u3001\u5efa\u7bc9\u30d1\u30fc\u30b9\u306e\u52d5\u753b\u3092\u4f5c\u6210\u3059\u308b\u969b\u306b\u3082\u3053\u306e\u624b\u9806\u3092\u8e0f\u307f\u307e\u3059\u3002\u307e\u305a\u4f4e\u89e3\u50cf\u5ea6\u3067\u52d5\u7dda\u3084\u30ab\u30e1\u30e9\u30ef\u30fc\u30af\u3092\u78ba\u8a8d\u3057\u3001\u7d0d\u54c1\u524d\u306b\u30a2\u30c3\u30d7\u30b9\u30b1\u30fc\u30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Seed\u30c1\u30fc\u30e0\u304c\u958b\u767a\u3057\u305f1\u30b9\u30c6\u30c3\u30d7\u578b\u306e\u9ad8\u901f\u30a2\u30c3\u30d7\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u30e2\u30c7\u30eb\u3067\u3059\u3002\u3053\u3053\u3067\u306f\u4ed5\u7d44\u307f\u3068\u7279\u5fb4\u3092\u62bc\u3055\u3048\u305f\u3046\u3048\u3067\u3001\u5f93\u6765\u624b\u6cd5\u3068\u306e\u901f\u5ea6\u5dee\u3092\u898b\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n<h3>SeedVR2\u306e\u4ed5\u7d44\u307f\u3068\u7279\u5fb4<\/h3>\n<p>SeedVR2\u306f\u3001ByteDance Seed\u30c1\u30fc\u30e0\u304c\u958b\u767a\u3057\u305f\u52d5\u753b\u5fa9\u5143\uff08Video Restoration\uff09\u30e2\u30c7\u30eb\u3067\u3059\u3002\u6b63\u5f0f\u540d\u79f0\u306f\u300cSeedVR2: One-Step Video Restoration via Diffusion Adversarial Post-Training\u300d\u3067\u3001ICLR 2026\u306b\u63a1\u629e\u3055\u308c\u3066\u3044\u307e\u3059\uff082026\u5e744\u6708\u73fe\u5728\uff09\u3002Photoshop\u306e\u30cb\u30e5\u30fc\u30e9\u30eb\u30d5\u30a3\u30eb\u30bf\u3067\u5199\u771f\u3092\u4e00\u6c17\u306b\u9ad8\u7cbe\u7d30\u5316\u3059\u308b\u306e\u306b\u8fd1\u3044\u6319\u52d5\u3092\u3001\u52d5\u753b\u306e\u6642\u9593\u8ef8\u306b\u3082\u62e1\u5f35\u3057\u305f\u30e2\u30c7\u30eb\u3068\u6349\u3048\u308b\u3068\u5206\u304b\u308a\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>2026\u5e744\u6708\u73fe\u5728\u3001ComfyUI\u5411\u3051\u306e\u30ab\u30b9\u30bf\u30e0\u30ce\u30fc\u30c9\u306fv2.5\u7cfb\u304c\u6700\u65b0\u3067\u3001sharp\u7cfb\u30e2\u30c7\u30eb\uff08<code>seedvr2_ema_7b_sharp_fp16.safetensors<\/code>\u7b49\uff09\u304c\u8ffd\u52a0\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u30c7\u30a3\u30c6\u30fc\u30eb\u518d\u73fe\u529b\u304c\u5f37\u5316\u3055\u308c\u305f\u6d3e\u751f\u30e2\u30c7\u30eb\u3067\u3059\u3002<\/p>\n<p>\u6700\u5927\u306e\u7279\u5fb4\u306f\u30011\u30b9\u30c6\u30c3\u30d7\u306e\u62e1\u6563\u51e6\u7406\u3067\u9ad8\u54c1\u8cea\u306a\u30a2\u30c3\u30d7\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u3092\u5b9f\u73fe\u3059\u308b\u70b9\u3067\u3059\u3002\u5f93\u6765\u306e\u62e1\u6563\u30e2\u30c7\u30eb\u304c\u6570\u5341\u30b9\u30c6\u30c3\u30d7\u306e\u63a8\u8ad6\u3092\u5fc5\u8981\u3068\u3057\u305f\u306e\u306b\u5bfe\u3057\u3001SeedVR2\u306fDiffusion Adversarial Post-Training\u3068\u3044\u3046\u5b66\u7fd2\u624b\u6cd5\u30671\u30b9\u30c6\u30c3\u30d7\u751f\u6210\u3092\u53ef\u80fd\u306b\u3057\u307e\u3057\u305f\u3002<\/p>\n<p>\u30e2\u30c7\u30eb\u30b5\u30a4\u30ba\u306f3B\u30687B\u306e2\u7a2e\u985e\u304c\u516c\u958b\u3055\u308c\u3066\u3044\u307e\u3059\u30023B\u30e2\u30c7\u30eb\u306f\u51e6\u7406\u901f\u5ea6\u91cd\u8996\u3084VRAM\u5236\u9650\u304c\u3042\u308b\u74b0\u5883\u5411\u3051\u30017B\u30e2\u30c7\u30eb\u306f\u6700\u9ad8\u54c1\u8cea\u3092\u6c42\u3081\u308b\u5834\u5408\u5411\u3051\u3067\u3059\u3002\u30b8\u30a7\u30cd\u30ec\u30fc\u30bf\u3068\u30c7\u30a3\u30b9\u30af\u30ea\u30df\u30cd\u30fc\u30bf\u3092\u5408\u308f\u305b\u305f\u7dcf\u30d1\u30e9\u30e1\u30fc\u30bf\u6570\u306f\u7d04160\u5104\u3067\u3001\u904e\u53bb\u6700\u5927\u898f\u6a21\u306eVR\u7528GAN\u30e2\u30c7\u30eb\u3068\u3057\u3066\u6ce8\u76ee\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<h3>\u5f93\u6765\u624b\u6cd5\u3068\u306e\u901f\u5ea6\u5dee<\/h3>\n<p>SeedVR2\u306e\u51e6\u7406\u901f\u5ea6\u306f\u3001\u30de\u30eb\u30c1\u30b9\u30c6\u30c3\u30d7\u62e1\u6563\u30e2\u30c7\u30eb\u3068\u6bd4\u8f03\u3057\u30664\u500d\u4ee5\u4e0a\u9ad8\u901f\u3067\u3059\u3002\u4e00\u90e8\u306e\u691c\u8a3c\u3067\u306f10\u500d\u306e\u901f\u5ea6\u5dee\u304c\u5831\u544a\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u3053\u306e\u9ad8\u901f\u5316\u3092\u652f\u3048\u3066\u3044\u308b\u306e\u304c\u3001\u9069\u5fdc\u7684\u30a6\u30a3\u30f3\u30c9\u30a6\u30a2\u30c6\u30f3\u30b7\u30e7\u30f3\u6a5f\u69cb\u3067\u3059\u3002\u51fa\u529b\u89e3\u50cf\u5ea6\u306b\u5fdc\u3058\u3066\u30a6\u30a3\u30f3\u30c9\u30a6\u30b5\u30a4\u30ba\u3092\u52d5\u7684\u306b\u8abf\u6574\u3057\u3001\u9ad8\u89e3\u50cf\u5ea6\u51fa\u529b\u6642\u306e\u8a08\u7b97\u52b9\u7387\u3092\u5411\u4e0a\u3055\u305b\u3066\u3044\u307e\u3059\u3002\u56fa\u5b9a\u30b5\u30a4\u30ba\u306e\u30a6\u30a3\u30f3\u30c9\u30a6\u30a2\u30c6\u30f3\u30b7\u30e7\u30f3\u3067\u8d77\u304d\u3066\u3044\u305f\u4e0d\u6574\u5408\u554f\u984c\u3082\u3001\u3053\u306e\u4ed5\u7d44\u307f\u3067\u89e3\u6d88\u3055\u308c\u307e\u3057\u305f\u3002<\/p>\n<p>\u51e6\u7406\u901f\u5ea6\u304c\u901f\u3044\u3068\u3044\u3046\u3053\u3068\u306f\u3001\u8a66\u884c\u932f\u8aa4\u306e\u30b5\u30a4\u30af\u30eb\u3092\u77ed\u7e2e\u3067\u304d\u308b\u3068\u3044\u3046\u3053\u3068\u3067\u3082\u3042\u308a\u307e\u3059\u3002\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u5909\u3048\u306a\u304c\u3089\u6700\u9069\u306a\u8a2d\u5b9a\u3092\u63a2\u308b\u4f5c\u696d\u304c\u3001\u5b9f\u7528\u7684\u306a\u6642\u9593\u5185\u3067\u5b8c\u4e86\u3059\u308b\u306e\u306f\u5927\u304d\u306a\u5229\u70b9\u3067\u3059\u3002<\/p>\n<h2>ComfyUI\u3067SeedVR2\u3092\u4f7f\u3046\u624b\u9806<\/h2>\n<p>CAD\u306b\u30a2\u30c3\u30d7\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u7528\u306e\u30a2\u30c9\u30a4\u30f3\u3092\u5165\u308c\u308b\u3068\u304d\u3068\u540c\u3058\u3067\u3001\u30ab\u30b9\u30bf\u30e0\u30ce\u30fc\u30c9\u3068\u30e2\u30c7\u30eb\u30d5\u30a1\u30a4\u30eb\u3092\u63c3\u3048\u308c\u3070\u4f7f\u3044\u59cb\u3081\u3089\u308c\u307e\u3059\u3002<\/p>\n<h3>\u30ce\u30fc\u30c9\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3068\u521d\u671f\u8a2d\u5b9a<\/h3>\n<p>ComfyUI\u3067SeedVR2\u3092\u4f7f\u3046\u306b\u306f\u3001\u5c02\u7528\u306e\u30ab\u30b9\u30bf\u30e0\u30ce\u30fc\u30c9\u300cComfyUI-SeedVR2_VideoUpscaler\u300d\u3092\u5c0e\u5165\u3057\u307e\u3059\u3002ComfyUI Manager\u304b\u3089\u691c\u7d22\u3057\u3066\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u65b9\u6cd5\u304c\u6700\u3082\u624b\u8efd\u3067\u3059\u3002<\/p>\n<p>\u624b\u52d5\u3067\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u5834\u5408\u306f\u3001ComfyUI\u306ecustom_nodes\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u306bGitHub\u30ea\u30dd\u30b8\u30c8\u30ea\u3092\u30af\u30ed\u30fc\u30f3\u3057\u307e\u3059\u3002\u4f9d\u5b58\u30d1\u30c3\u30b1\u30fc\u30b8\u306frequirements.txt\u306b\u8a18\u8f09\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u3001pip install\u3067\u4e00\u62ec\u5c0e\u5165\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u30e2\u30c7\u30eb\u30d5\u30a1\u30a4\u30eb\u306f\u521d\u56de\u5b9f\u884c\u6642\u306b\u81ea\u52d5\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3055\u308c\u3001ComfyUI\/models\/SEEDVR2\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u306b\u4fdd\u5b58\u3055\u308c\u307e\u3059\u3002\u624b\u52d5\u3067\u914d\u7f6e\u3059\u308b\u5834\u5408\u306f\u3001HuggingFace\uff08ByteDance-Seed\/SeedVR2-3B\u307e\u305f\u306fSeedVR2-7B\uff09\u304b\u3089\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<h3>\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u69cb\u7bc9\uff084\u30ce\u30fc\u30c9\u69cb\u6210\uff09<\/h3>\n<p>SeedVR2\u306eComfyUI\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306f\u30014\u3064\u306e\u5c02\u7528\u30ce\u30fc\u30c9\u3067\u69cb\u6210\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u305d\u308c\u305e\u308c\u306e\u5f79\u5272\u3092\u898b\u3066\u3044\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n<p><strong>SeedVR2LoadDiTModel<\/strong>\u306f\u3001Diffusion Transformer\u30e2\u30c7\u30eb\u3092\u8aad\u307f\u8fbc\u3080\u30ce\u30fc\u30c9\u3067\u3059\u30023B\u30687B\u306e\u3069\u3061\u3089\u3092\u4f7f\u3046\u304b\u3092\u3053\u3053\u3067\u9078\u629e\u3057\u307e\u3059\u3002FP16\u3001FP8\u3001GGUF\uff08\u8efd\u91cf\u5316\u3055\u308c\u305f\u91cf\u5b50\u5316\u5f62\u5f0f\uff09\u91cf\u5b50\u5316\u30e2\u30c7\u30eb\u306e\u3044\u305a\u308c\u304b\u3092\u6307\u5b9a\u3067\u304d\u307e\u3059\u3002<\/p>\n<p><strong>SeedVR2LoadVAEModel<\/strong>\u306f\u3001VAE\uff08Variational Autoencoder\u3001\u753b\u50cf\u3068\u6f5c\u5728\u8868\u73fe\u3092\u76f8\u4e92\u5909\u63db\u3059\u308b\u51e6\u7406\uff09\u3092\u8aad\u307f\u8fbc\u3080\u30ce\u30fc\u30c9\u3067\u3059\u3002\u30a8\u30f3\u30b3\u30fc\u30c9\u3068\u30c7\u30b3\u30fc\u30c9\u306e\u51e6\u7406\u3092\u62c5\u5f53\u3057\u3001\u52d5\u753b\u306e\u30d5\u30ec\u30fc\u30e0\u3092\u6f5c\u5728\u7a7a\u9593\u306b\u5909\u63db\u3057\u3066\u304b\u3089\u5fa9\u5143\u3057\u307e\u3059\u3002<\/p>\n<p><strong>SeedVR2VideoUpscaler<\/strong>\u306f\u3001\u5b9f\u969b\u306e\u30a2\u30c3\u30d7\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u51e6\u7406\u3092\u884c\u3046\u4e2d\u6838\u30ce\u30fc\u30c9\u3067\u3059\u3002\u5165\u529b\u52d5\u753b\u306b\u5bfe\u3057\u3066\u30b9\u30b1\u30fc\u30eb\u500d\u7387\u3084\u30bf\u30fc\u30b2\u30c3\u30c8\u89e3\u50cf\u5ea6\u3092\u6307\u5b9a\u3057\u3001\u30d0\u30c3\u30c1\u30b5\u30a4\u30ba\u3092\u8a2d\u5b9a\u3057\u3066\u5b9f\u884c\u3057\u307e\u3059\u3002<\/p>\n<p><strong>SeedVR2TorchCompileSettings<\/strong>\u306f\u3001torch.compile\u306b\u3088\u308b\u6700\u9069\u5316\u3092\u8a2d\u5b9a\u3059\u308b\u30ce\u30fc\u30c9\u3067\u3059\u3002\u521d\u56de\u30b3\u30f3\u30d1\u30a4\u30eb\u306b\u6642\u9593\u304c\u304b\u304b\u308a\u307e\u3059\u304c\u30012\u56de\u76ee\u4ee5\u964d\u306e\u51e6\u7406\u901f\u5ea6\u304c\u5411\u4e0a\u3057\u307e\u3059\u3002\u9023\u7d9a\u3057\u3066\u8907\u6570\u306e\u52d5\u753b\u3092\u51e6\u7406\u3059\u308b\u5834\u5408\u306b\u52b9\u679c\u3092\u767a\u63ee\u3057\u307e\u3059\u3002<\/p>\n<h3>\u4e3b\u8981\u30d1\u30e9\u30e1\u30fc\u30bf\u306e\u8a2d\u5b9a\u30dd\u30a4\u30f3\u30c8<\/h3>\n<p>\u30a2\u30c3\u30d7\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u306e\u54c1\u8cea\u3068\u51e6\u7406\u901f\u5ea6\u3092\u5de6\u53f3\u3059\u308b\u4e3b\u8981\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u78ba\u8a8d\u3057\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n<p><strong>scale<\/strong>\u306f\u62e1\u5927\u500d\u7387\u306e\u6307\u5b9a\u3067\u3059\u30022\u500d\u30844\u500d\u3092\u8a2d\u5b9a\u3067\u304d\u307e\u3059\u3002480p\u306e\u52d5\u753b\u30924\u500d\u306b\u3059\u308b\u3068\u7d041920p\uff08\u30d5\u30ebHD\u76f8\u5f53\uff09\u306b\u306a\u308b\u305f\u3081\u3001\u7528\u9014\u306b\u5fdc\u3058\u3066\u500d\u7387\u3092\u8abf\u6574\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<p><strong>batch_size<\/strong>\u306f\u30c6\u30f3\u30dd\u30e9\u30eb\u4e00\u8cab\u6027\u306b\u76f4\u7d50\u3059\u308b\u8a2d\u5b9a\u9805\u76ee\u3067\u3059\u3002\u52d5\u753b\u51e6\u7406\u3067\u306f5\u4ee5\u4e0a\u3067\u30c6\u30f3\u30dd\u30e9\u30eb\u4e00\u8cab\u6027\u304c\u6709\u52b9\u5316\u3055\u308c\u3001\u5024\u3092\u5927\u304d\u304f\u3059\u308b\u307b\u3069\u5b89\u5b9a\u3057\u307e\u3059\u304c\u3001VRAM\u6d88\u8cbb\u3082\u5897\u52a0\u3057\u307e\u3059\u3002\u5b9f\u52d9\u3067\u306f\u3001VRAM\u5bb9\u91cf\u306b\u5fdc\u3058\u30665\u301c8\u306e\u7bc4\u56f2\u3067\u8abf\u6574\u3059\u308b\u306e\u304c\u73fe\u5b9f\u7684\u306a\u843d\u3068\u3057\u3069\u3053\u308d\u3067\u3059\u3002<\/p>\n<p><strong>block_swap<\/strong>\u306f\u3001\u30e2\u30c7\u30eb\u306e\u4e00\u90e8\u30d6\u30ed\u30c3\u30af\u3092CPU\u30e1\u30e2\u30ea\u306b\u9000\u907f\u3055\u305b\u3066VRAM\u4f7f\u7528\u91cf\u3092\u524a\u6e1b\u3059\u308b\u8a2d\u5b9a\u3067\u3059\u30028GB\u74b0\u5883\u3067\u306f8\u301c12\u306e\u5024\u304c\u76ee\u5b89\u3068\u3055\u308c\u3001\u6570\u5024\u3092\u4e0a\u3052\u308b\u307b\u3069VRAM\u6d88\u8cbb\u304c\u4e0b\u304c\u308b\u4ee3\u308f\u308a\u306b\u51e6\u7406\u901f\u5ea6\u306f\u4f4e\u4e0b\u3057\u307e\u3059\u3002<\/p>\n<p><strong>vae_tiling<\/strong>\u306f\u3001\u5927\u304d\u306a\u30d5\u30ec\u30fc\u30e0\u3092\u30bf\u30a4\u30eb\u5206\u5272\u3057\u3066\u51e6\u7406\u3059\u308b\u30aa\u30d7\u30b7\u30e7\u30f3\u3067\u3059\u3002encode\u5074\u3068decode\u5074\u3067\u500b\u5225\u306b\u30bf\u30a4\u30eb\u30b5\u30a4\u30ba\u3092\u6307\u5b9a\u3067\u304d\u30018GB\u74b0\u5883\u3067\u306fencode 512 \/ decode 256\u304c\u5b9f\u7528\u5024\u3068\u3057\u3066\u77e5\u3089\u308c\u3066\u3044\u307e\u3059\uff082026\u5e744\u6708\u73fe\u5728\uff09\u3002VRAM\u304c\u4e0d\u8db3\u3059\u308b\u74b0\u5883\u3067\u3082\u9ad8\u89e3\u50cf\u5ea6\u51fa\u529b\u304c\u53ef\u80fd\u306b\u306a\u308a\u3001\u54c1\u8cea\u3078\u306e\u5f71\u97ff\u306f\u6700\u5c0f\u9650\u3067\u3059\u3002<\/p>\n<h2>VRAM\u6d88\u8cbb\u3068\u51e6\u7406\u6642\u9593\u306e\u76ee\u5b89<\/h2>\n<p>SeedVR2\u3092\u5b9f\u969b\u306b\u52d5\u304b\u3059\u3068\u304d\u306b\u6c17\u306b\u306a\u308b\u306e\u304c\u3001VRAM\u6d88\u8cbb\u3068\u51e6\u7406\u6642\u9593\u3067\u3059\u3002\u3053\u3053\u3067\u306fGPU\u306eVRAM\u5bb9\u91cf\u5225\u306b\u63a8\u5968\u69cb\u6210\u3092\u793a\u3057\u305f\u3046\u3048\u3067\u3001GGUF\u91cf\u5b50\u5316\u3092\u4f7f\u3063\u305f\u4f4eVRAM\u904b\u7528\u306e\u65b9\u6cd5\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n<h3>VRAM\u5225\u306e\u63a8\u5968\u69cb\u6210<\/h3>\n<p>\u304a\u4f7f\u3044\u306eGPU\u306eVRAM\u5bb9\u91cf\u306b\u3088\u3063\u3066\u3001\u9078\u3076\u3079\u304d\u30e2\u30c7\u30eb\u5f62\u5f0f\u3068\u6700\u9069\u5316\u8a2d\u5b9a\u304c\u5909\u308f\u308a\u307e\u3059\uff082026\u5e744\u6708\u73fe\u5728\uff09\u3002\u6d77\u5916\u691c\u8a3c\u30bd\u30fc\u30b9\u306e\u5b9f\u6e2c\u5024\u306b\u57fa\u3065\u3044\u305f\u63a8\u5968\u8a2d\u5b9a\u306f\u4ee5\u4e0b\u306e\u3068\u304a\u308a\u3067\u3059\u3002<\/p>\n<table>\n<thead>\n<tr>\n<th>VRAM<\/th>\n<th>\u63a8\u5968\u30e2\u30c7\u30eb<\/th>\n<th>block_swap<\/th>\n<th>vae_tiling<\/th>\n<th>batch_size<\/th>\n<th>\u5b9f\u6e2cFPS\uff081080p\uff09<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>8GB\u4ee5\u4e0b<\/td>\n<td>GGUF Q4_K_M\uff083B\uff09<\/td>\n<td>8\u301c12<\/td>\n<td>512 \/ 256<\/td>\n<td>5<\/td>\n<td>15\u301c20<\/td>\n<\/tr>\n<tr>\n<td>12\u301c16GB<\/td>\n<td>FP8\uff083B\u307e\u305f\u306f7B\uff09<\/td>\n<td>0\u301c4<\/td>\n<td>512 \/ 256<\/td>\n<td>5\u301c8<\/td>\n<td>25\u301c35<\/td>\n<\/tr>\n<tr>\n<td>24GB\u4ee5\u4e0a<\/td>\n<td>FP16\uff087B\uff09<\/td>\n<td>0<\/td>\n<td>\u4e0d\u8981<\/td>\n<td>8\u301c16<\/td>\n<td>40\u301c50<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>8GB\u74b0\u5883\u3067\u306fGGUF\u91cf\u5b50\u5316\u30e2\u30c7\u30eb\u306e\u6d3b\u7528\u304c\u5fc5\u9808\u3067\u3059\u3002Q4_K_M\u5f62\u5f0f\u3092\u4f7f\u3046\u3068\u3001\u672c\u676524GB\u3092\u5fc5\u8981\u3068\u3059\u308b7B\u30e2\u30c7\u30eb\u3067\u30828GB GPU\u3067\u52d5\u4f5c\u3057\u307e\u3059\u3002\u305f\u3060\u3057\u91cf\u5b50\u5316\u306b\u3088\u308b\u54c1\u8cea\u4f4e\u4e0b\u304c\u3042\u308b\u305f\u3081\u3001\u6700\u7d42\u51fa\u529b\u306b\u306f12GB\u4ee5\u4e0a\u306e\u74b0\u5883\u304c\u6271\u3044\u3084\u3059\u3044\u69cb\u6210\u3067\u3059\u3002<\/p>\n<p>\u5b9f\u6e2cFPS\u306f\u3042\u304f\u307e\u3067\u76ee\u5b89\u3067\u3001\u52d5\u753b\u306e\u9577\u3055\u3084\u89e3\u50cf\u5ea6\u3001CPU\u30fb\u30b9\u30c8\u30ec\u30fc\u30b8\u6027\u80fd\u306b\u3088\u3063\u3066\u3082\u5909\u52d5\u3057\u307e\u3059\u3002\u9023\u7d9a\u51e6\u7406\u3067\u306e\u5b89\u5b9a\u6027\u3092\u6c42\u3081\u308b\u306a\u3089\u3001\u8868\u306e\u4e2d\u592e\u5e2f\uff0812\u301c16GB\uff09\u4ee5\u4e0a\u306e\u69cb\u6210\u304c\u73fe\u5b9f\u7684\u306a\u76ee\u5b89\u3067\u3059\u3002<\/p>\n<h3>GGUF\u91cf\u5b50\u5316\u3067\u4f4eVRAM\u306b\u5bfe\u5fdc\u3059\u308b\u65b9\u6cd5<\/h3>\n<p>GGUF\u91cf\u5b50\u5316\u306f\u3001\u30e2\u30c7\u30eb\u306e\u91cd\u307f\u3092\u4f4e\u30d3\u30c3\u30c8\u7cbe\u5ea6\u306b\u5909\u63db\u3057\u3066\u30e1\u30e2\u30ea\u6d88\u8cbb\u3092\u524a\u6e1b\u3059\u308b\u6280\u8853\u3067\u3059\u3002SeedVR2\u3067\u306fQ4_K_M\u3068Q8_0\u306e2\u7a2e\u985e\u304c\u5229\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>Q4_K_M\uff08\u7d041.8GB\uff09\u306f\u6700\u3082\u8efd\u91cf\u3067\u30018GB\u4ee5\u4e0b\u306eGPU\u3067\u3082\u52d5\u4f5c\u3057\u307e\u3059\u3002\u51e6\u7406\u901f\u5ea6\u3082\u901f\u3044\u305f\u3081\u3001\u30d1\u30e9\u30e1\u30fc\u30bf\u8abf\u6574\u306e\u30c6\u30b9\u30c8\u7528\u9014\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002Q8_0\u306fQ4_K_M\u3088\u308a\u9ad8\u54c1\u8cea\u3067\u3059\u304c\u3001\u30e1\u30e2\u30ea\u6d88\u8cbb\u306f\u3084\u3084\u5897\u52a0\u3059\u308b\u70b9\u306b\u6ce8\u610f\u3057\u3066\u304f\u3060\u3055\u3044\u300212GB\u524d\u5f8c\u306eGPU\u3067\u54c1\u8cea\u3068\u30e1\u30e2\u30ea\u306e\u30d0\u30e9\u30f3\u30b9\u3092\u53d6\u308a\u305f\u3044\u5834\u5408\u306e\u9078\u629e\u80a2\u3067\u3059\u3002\u53c2\u8003\u307e\u3067\u306b\u30013B\u30e2\u30c7\u30eb\u306e\u30d5\u30eb\u30b5\u30a4\u30ba\u306f3\u301c6GB\u30017B\u30e2\u30c7\u30eb\u306f4\u301c15GB\u304c\u30e2\u30c7\u30eb\u5f62\u5f0f\u306b\u3088\u308a\u5909\u52d5\u3059\u308b\u76ee\u5b89\u3067\u3059\uff082026\u5e744\u6708\u73fe\u5728\uff09\u3002<\/p>\n<p>BlockSwap\u306f\u3001\u30e2\u30c7\u30eb\u306e\u4e00\u90e8\u3092CPU\u30e1\u30e2\u30ea\u306b\u9000\u907f\u3055\u305b\u308b\u6a5f\u80fd\u3067\u3059\u3002GGUF\u91cf\u5b50\u5316\u3068\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001\u3055\u3089\u306bVRAM\u4f7f\u7528\u91cf\u3092\u524a\u6e1b\u3067\u304d\u307e\u3059\u3002\u305f\u3060\u3057\u3001CPU-GPU\u9593\u306e\u30c7\u30fc\u30bf\u8ee2\u9001\u304c\u767a\u751f\u3059\u308b\u305f\u3081\u3001\u51e6\u7406\u901f\u5ea6\u306f\u4f4e\u4e0b\u3057\u307e\u3059\u3002VAE Tiling\u3068\u4f75\u7528\u3059\u308c\u30708GB\u74b0\u5883\u3067\u30821080p\u306e\u52d5\u753b\u51e6\u7406\u304c\u73fe\u5b9f\u7684\u306b\u53ef\u80fd\u3067\u3059\u3002<\/p>\n<h2>\u4ed6\u306e\u30a2\u30c3\u30d7\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u624b\u6cd5\u3068\u306e\u6bd4\u8f03<\/h2>\n<p>\u30a2\u30c3\u30d7\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u306fSeedVR2\u4ee5\u5916\u306b\u3082\u8907\u6570\u306e\u6709\u529b\u624b\u6cd5\u304c\u3042\u308a\u3001\u7528\u9014\u306b\u3088\u308a\u5411\u304d\u4e0d\u5411\u304d\u304c\u5206\u304b\u308c\u307e\u3059\u3002\u3053\u3053\u3067\u306fReal-ESRGAN\u30fbTopaz Video AI\u3068\u306e\u6bd4\u8f03\u3092\u6574\u7406\u3057\u305f\u3046\u3048\u3067\u3001\u7528\u9014\u5225\u306e\u304a\u3059\u3059\u3081\u9078\u629e\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n<h3>Real-ESRGAN\u30fbTopaz Video AI\u3068\u306e\u9055\u3044<\/h3>\n<p>\u52d5\u753b\u306e\u30a2\u30c3\u30d7\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u306b\u4f7f\u308f\u308c\u308b\u4e3b\u8981\u306a\u624b\u6cd5\u3092\u6bd4\u8f03\u3057\u307e\u3059\uff082026\u5e744\u6708\u73fe\u5728\uff09\u3002\u5de5\u5177\u7bb1\u306b\u300c\u7cbe\u5bc6\u5de5\u5177\u300d\u300c\u6c4e\u7528\u5de5\u5177\u300d\u300c\u5546\u7528\u306e\u5b8c\u6210\u54c1\u300d\u304c\u4e26\u3093\u3067\u3044\u308b\u30a4\u30e1\u30fc\u30b8\u3067\u3001\u5f97\u610f\u5206\u91ce\u304c\u7570\u306a\u308a\u307e\u3059\u3002<\/p>\n<table>\n<thead>\n<tr>\n<th>\u9805\u76ee<\/th>\n<th>SeedVR2<\/th>\n<th>Real-ESRGAN<\/th>\n<th>Topaz Video AI<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u51e6\u7406\u65b9\u5f0f<\/td>\n<td>\u62e1\u6563\u30e2\u30c7\u30eb\uff081\u30b9\u30c6\u30c3\u30d7\uff09<\/td>\n<td>GAN<\/td>\n<td>\u72ec\u81eaAI\u30a8\u30f3\u30b8\u30f3<\/td>\n<\/tr>\n<tr>\n<td>\u30c6\u30f3\u30dd\u30e9\u30eb\u4e00\u8cab\u6027<\/td>\n<td>\u3042\u308a\uff08batch_size 5\u4ee5\u4e0a\uff09<\/td>\n<td>\u306a\u3057\uff08\u30d5\u30ec\u30fc\u30e0\u5358\u4f4d\uff09<\/td>\n<td>\u3042\u308a<\/td>\n<\/tr>\n<tr>\n<td>\u5bfe\u5fdc\u74b0\u5883<\/td>\n<td>ComfyUI \/ CLI<\/td>\n<td>CLI \/ GUI<\/td>\n<td>\u5c02\u7528\u30a2\u30d7\u30ea<\/td>\n<\/tr>\n<tr>\n<td>\u8cbb\u7528<\/td>\n<td>\u7121\u6599\uff08\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\uff09<\/td>\n<td>\u7121\u6599\uff08\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\uff09<\/td>\n<td>\u5e74\u984d\u7d04199\u30c9\u30eb<\/td>\n<\/tr>\n<tr>\n<td>VRAM\u8981\u4ef6<\/td>\n<td>8GB\u301c\uff08GGUF\u4f7f\u7528\u6642\uff09<\/td>\n<td>4GB\u301c<\/td>\n<td>6GB\u301c<\/td>\n<\/tr>\n<tr>\n<td>\u54c1\u8cea<\/td>\n<td>\u9ad8\u3044\uff08\u30c7\u30a3\u30c6\u30fc\u30eb\u5fa9\u5143\u529b\uff09<\/td>\n<td>\u4e2d\u7a0b\u5ea6<\/td>\n<td>\u9ad8\u3044<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>SeedVR2\u306e\u5f37\u307f\u306f\u3001\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u3067\u3042\u308a\u306a\u304c\u3089\u30c6\u30f3\u30dd\u30e9\u30eb\u4e00\u8cab\u6027\u3092\u5099\u3048\u3066\u3044\u308b\u70b9\u3068\u3001\u808c\u8cea\u611f\u3084\u7d30\u90e8\u306e\u30c7\u30a3\u30c6\u30fc\u30eb\u3092\u81ea\u7136\u306b\u518d\u73fe\u3059\u308b\u529b\u306b\u3042\u308a\u307e\u3059\u3002Real-ESRGAN\u306b\u4ee3\u8868\u3055\u308c\u308bGAN\u7cfb\u306f\u300c\u5f37\u8abf\u578b\u300d\u306710\u301c20\u500d\u9ad8\u901f\u306a\u53cd\u9762\u3001\u5fae\u7d30\u306a\u60c5\u5831\u306e\u5fa9\u5143\u3067\u306fDiffusion\u7cfb\u306b\u53ca\u3073\u307e\u305b\u3093\u3002Topaz Video AI\u306f\u5546\u7528\u30bd\u30d5\u30c8\u306a\u3089\u3067\u306f\u306e\u5b89\u5b9a\u52d5\u4f5c\u3068\u5145\u5b9f\u3057\u305fUI\u304c\u9b45\u529b\u3067\u3059\u304c\u3001\u9854\u306e\u81ea\u7136\u3055\u3092\u640d\u306a\u3044\u304c\u3061\u3068\u3044\u3046\u6d77\u5916\u30ec\u30d3\u30e5\u30fc\u306e\u6307\u6458\u3082\u3042\u308a\u307e\u3059\u3002\u8cea\u7684\u306a\u8ef8\u3067\u6574\u7406\u3059\u308b\u3068\u3001SeedVR2=\u5fae\u7d30\u60c5\u5831\u306e\u518d\u73fe\u3001Topaz=\u5546\u7528\u306e\u5b89\u5b9a\u6027\u3001Real-ESRGAN=\u9ad8\u901f\u30fb\u8efd\u91cf\u3068\u3044\u3046\u4f7f\u3044\u5206\u3051\u3067\u3059\u3002<\/p>\n<h3>\u7528\u9014\u5225\u304a\u3059\u3059\u3081\u306e\u9078\u3073\u65b9<\/h3>\n<p>\u3067\u306f\u3001\u3069\u306e\u624b\u6cd5\u3092\u9078\u3076\u3079\u304d\u3067\u3057\u3087\u3046\u304b\u3002\u76ee\u7684\u306b\u5fdc\u3058\u305f\u4f7f\u3044\u5206\u3051\u306e\u6307\u91dd\u3092\u6574\u7406\u3057\u307e\u3059\u3002<\/p>\n<p><strong>ComfyUI\u3067\u52d5\u753b\u751f\u6210\u304b\u3089\u4ed5\u4e0a\u3052\u307e\u3067\u5b8c\u7d50\u3055\u305b\u305f\u3044\u5834\u5408<\/strong>\u306f\u3001SeedVR2\u304c\u6271\u3044\u3084\u3059\u3044\u9078\u629e\u80a2\u3067\u3059\u3002\u751f\u6210\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306b\u30a2\u30c3\u30d7\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u30ce\u30fc\u30c9\u3092\u8ffd\u52a0\u3059\u308b\u3060\u3051\u3067\u3001\u30b7\u30fc\u30e0\u30ec\u30b9\u306b\u9ad8\u753b\u8cea\u5316\u3067\u304d\u307e\u3059\u3002<\/p>\n<p><strong>\u5927\u91cf\u306e\u52d5\u753b\u3092\u81ea\u52d5\u51e6\u7406\u3057\u305f\u3044\u5834\u5408<\/strong>\u306f\u3001SeedVR2\u306eCLI\u30e2\u30fc\u30c9\u3084Real-ESRGAN\u304c\u9069\u3057\u3066\u3044\u307e\u3059\u3002\u3069\u3061\u3089\u3082\u30b9\u30af\u30ea\u30d7\u30c8\u306b\u7d44\u307f\u8fbc\u307f\u3084\u3059\u304f\u3001\u30d0\u30c3\u30c1\u51e6\u7406\u306b\u5bfe\u5fdc\u3057\u307e\u3059\u3002<\/p>\n<p><strong>\u64cd\u4f5c\u306e\u7c21\u4fbf\u3055\u3092\u91cd\u8996\u3059\u308b\u5834\u5408<\/strong>\u306f\u3001Topaz Video AI\u304c\u6709\u529b\u306a\u9078\u629e\u80a2\u3067\u3059\u3002\u5c02\u7528GUI\u3067\u8a2d\u5b9a\u9805\u76ee\u304c\u6574\u7406\u3055\u308c\u3066\u304a\u308a\u3001AI\u52d5\u753b\u5236\u4f5c\u306b\u6163\u308c\u3066\u3044\u306a\u3044\u65b9\u3067\u3082\u6271\u3044\u3084\u3059\u3044\u8a2d\u8a08\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>ComfyUI\u3067\u751f\u6210\u3057\u305f\u5efa\u7bc9\u30d1\u30fc\u30b9\u52d5\u753b\u306e\u30a2\u30c3\u30d7\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u3067\u306f\u3001SeedVR2\u304c\u6271\u3044\u3084\u3059\u3044\u9078\u629e\u80a2\u3067\u3059\u3002\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u5185\u3067\u5b8c\u7d50\u3059\u308b\u305f\u3081\u3001\u30d5\u30a1\u30a4\u30eb\u306e\u53d7\u3051\u6e21\u3057\u304c\u4e0d\u8981\u306a\u70b9\u304c\u5b9f\u52d9\u3067\u306e\u5229\u70b9\u3068\u3057\u3066\u6319\u3052\u3089\u308c\u307e\u3059\u3002<\/p>\n<h2>\u307e\u3068\u3081<\/h2>\n<p>AI\u52d5\u753b\u751f\u6210\u5f8c\u306e\u30a2\u30c3\u30d7\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u306f\u3001\u6700\u7d42\u7684\u306a\u54c1\u8cea\u3092\u5de6\u53f3\u3059\u308b\u91cd\u8981\u306a\u5de5\u7a0b\u3067\u3059\u3002SeedVR2\u306f1\u30b9\u30c6\u30c3\u30d7\u306e\u62e1\u6563\u51e6\u7406\u3067\u9ad8\u901f\u304b\u3064\u9ad8\u54c1\u8cea\u306a\u30a2\u30c3\u30d7\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u3092\u5b9f\u73fe\u3057\u3001ComfyUI\u3068\u306e\u9023\u643a\u3067\u64cd\u4f5c\u6027\u3082\u78ba\u4fdd\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>VRAM\u5bb9\u91cf\u306b\u5fdc\u3058\u3066FP16\u304b\u3089GGUF\u91cf\u5b50\u5316\u307e\u3067\u67d4\u8edf\u306b\u5bfe\u5fdc\u3067\u304d\u308b\u305f\u3081\u3001\u5e45\u5e83\u3044\u74b0\u5883\u3067\u5c0e\u5165\u3067\u304d\u307e\u3059\u3002\u30d5\u30ec\u30fc\u30e0\u5358\u4f4d\u51e6\u7406\u3067\u306f\u306a\u304f\u52d5\u753b\u4e00\u62ec\u51e6\u7406\u3092\u63a1\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u30c6\u30f3\u30dd\u30e9\u30eb\u4e00\u8cab\u6027\u3092\u4fdd\u3063\u305f\u4ed5\u4e0a\u304c\u308a\u304c\u5f97\u3089\u308c\u307e\u3059\u3002<\/p>\n<p>\u52d5\u753b\u751f\u6210\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306b\u30a2\u30c3\u30d7\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u3092\u7d44\u307f\u8fbc\u3080\u969b\u306f\u3001\u307e\u305a\u4f4e\u89e3\u50cf\u5ea6\u3067\u751f\u6210\u5185\u5bb9\u3092\u78ba\u5b9a\u3055\u305b\u3001SeedVR2\u3067\u89e3\u50cf\u5ea6\u3092\u5f15\u304d\u4e0a\u3052\u308b2\u6bb5\u968e\u65b9\u5f0f\u3092\u8a66\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<h3>\u3042\u308f\u305b\u3066\u8aad\u307f\u305f\u3044<\/h3>\n<ul>\n<li><a href=\"https:\/\/persc.jp\/blog\/comfyui-video-guide\/\">ComfyUI\u3067\u52d5\u753b\u3092\u751f\u6210\u3059\u308b\u65b9\u6cd5<\/a> \u2014 \u52d5\u753b\u751f\u6210\u306e\u57fa\u672c\u304b\u3089\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u69cb\u7bc9\u307e\u3067\u3001SeedVR2\u3068\u7d44\u307f\u5408\u308f\u305b\u308b\u524d\u306b\u62bc\u3055\u3048\u305f\u3044\u5185\u5bb9\u3092\u307e\u3068\u3081\u3066\u3044\u307e\u3059<\/li>\n<li><a href=\"https:\/\/persc.jp\/blog\/comfyui-upscaling-guide\/\">ComfyUI\u3067\u753b\u50cf\u3092\u30a2\u30c3\u30d7\u30b9\u30b1\u30fc\u30eb\u3059\u308b\u65b9\u6cd5<\/a> \u2014 \u9759\u6b62\u753b\u306e\u30a2\u30c3\u30d7\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u624b\u6cd5\u3092\u89e3\u8aac\u3057\u3066\u304a\u308a\u3001\u52d5\u753b\u51e6\u7406\u3068\u306e\u9055\u3044\u3092\u7406\u89e3\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059<\/li>\n<li><a href=\"https:\/\/persc.jp\/blog\/comfyui-wan-video\/\">ComfyUI\u3067WanVideo\u3092\u4f7f\u3046\u65b9\u6cd5<\/a> \u2014 WanVideo\u3067\u751f\u6210\u3057\u305f\u52d5\u753b\u3092SeedVR2\u3067\u30a2\u30c3\u30d7\u30b9\u30b1\u30fc\u30eb\u3059\u308b\u9023\u643a\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e\u53c2\u8003\u306b\u306a\u308a\u307e\u3059<\/li>\n<li><a href=\"https:\/\/persc.jp\/blog\/comfyui-vram-optimization\/\">ComfyUI\u306eVRAM\u6700\u9069\u5316\u30ac\u30a4\u30c9<\/a> \u2014 SeedVR2\u306eVRAM\u6d88\u8cbb\u3092\u6291\u3048\u308b\u305f\u3081\u306e\u30b7\u30b9\u30c6\u30e0\u5168\u4f53\u306e\u6700\u9069\u5316\u624b\u6cd5\u3092\u7d39\u4ecb\u3057\u3066\u3044\u307e\u3059<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>AI\u52d5\u753b\u751f\u6210\u30c4\u30fc\u30eb\u3067\u4f5c\u6210\u3057\u305f\u6620\u50cf\u306f\u3001\u591a\u304f\u306e\u5834\u5408480p\u3084720p\u3068\u3044\u3063\u305f\u4f4e\u89e3\u50cf\u5ea6\u3067\u51fa\u529b\u3055\u308c\u307e\u3059\u3002\u305b\u3063\u304b\u304f\u9ad8\u54c1\u8cea\u306a\u30d7\u30ed\u30f3\u30d7\u30c8\u3067\u751f\u6210\u3057\u3066\u3082\u3001\u305d\u306e\u307e\u307e\u3067\u306f\u5b9f\u52d9\u30ec\u30d9\u30eb\u306e\u753b\u8cea\u306b\u5c4a\u304d\u307e\u305b\u3093\u3002\u305d\u3053\u3067\u6ce8\u76ee\u3055\u308c\u3066\u3044\u308b\u306e\u304c\u3001\u5f8c\u5de5\u7a0b\u3067\u89e3\u50cf\u5ea6\u3092 [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"inline_featured_image":false,"swell_btn_cv_data":"","footnotes":""},"categories":[112,114,113],"tags":[],"class_list":["post-4552","post","type-post","status-publish","format-standard","hentry","category-ai-architect","category-comfyui-ai-architect","category-service-ai-architect"],"acf":[],"_links":{"self":[{"href":"https:\/\/persc.jp\/blog\/wp-json\/wp\/v2\/posts\/4552","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/persc.jp\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/persc.jp\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/persc.jp\/blog\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/persc.jp\/blog\/wp-json\/wp\/v2\/comments?post=4552"}],"version-history":[{"count":1,"href":"https:\/\/persc.jp\/blog\/wp-json\/wp\/v2\/posts\/4552\/revisions"}],"predecessor-version":[{"id":4653,"href":"https:\/\/persc.jp\/blog\/wp-json\/wp\/v2\/posts\/4552\/revisions\/4653"}],"wp:attachment":[{"href":"https:\/\/persc.jp\/blog\/wp-json\/wp\/v2\/media?parent=4552"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/persc.jp\/blog\/wp-json\/wp\/v2\/categories?post=4552"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/persc.jp\/blog\/wp-json\/wp\/v2\/tags?post=4552"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}