{"id":11917,"date":"2026-09-06T21:41:26","date_gmt":"2026-09-06T13:41:26","guid":{"rendered":"https:\/\/infernews.com\/blog\/krea-2-minimax-amp-klein-9b-lora-lokr-studio-train-profile-repair-and-extract-kr\/"},"modified":"2026-09-06T21:42:46","modified_gmt":"2026-09-06T13:42:46","slug":"krea-2-minimax-amp-klein-9b-lora-lokr-studio-train-profile-repair-and-extract-kr","status":"publish","type":"post","link":"https:\/\/infernews.com\/blog\/krea-2-minimax-amp-klein-9b-lora-lokr-studio-train-profile-repair-and-extract-kr\/","title":{"rendered":"Fizgig\uff1a\u514d\u91cd\u8a13\u7df4\u9010\u584a\u4fee LoRA\uff0c\u4ef2\u53ef\u4ee5\u7576\u904a\u6232\u5481\u8b8a\u9ad4"},"content":{"rendered":"\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/09\/hero.jpg\" alt=\"Fizgig LoRA Studio \u2014 watch the full video tutorial\"\/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u5c0d\u6210\u65e5\u540c LoRA \u6253\u4ea4\u9053\u5605\u5275\u4f5c\u8005\u4f86\u8b1b\uff0c\u6700\u75db\u82e6\u5605\u5514\u4fc2\u8a13\u7df4\uff0c\u800c\u4fc2\u8a13\u7df4\u5b8c\u4e4b\u5f8c\u5148\u767c\u73fe\u7d50\u679c\u5514\u5571\u7528\u3002Fizgig \u5c31\u4fc2\u91dd\u5c0d\u5462\u500b\u75db\u9ede\u800c\u569f\uff1a\u4f62\u4fc2\u4e00\u500b\u570d\u7e5e Flux 2 Klein 9B\u3001Krea 2 \u540c MiniMax H3 \u5605 LoRA \u5de5\u4f5c\u53f0\uff0c\u8072\u7a31\u53ef\u4ee5\u55ba 16 GB \u986f\u793a\u5361\u8d77\u8df3\uff0c\u7531\u666e\u901a LoRA \u4e00\u76f4\u73a9\u5230\u5168\u6a21\u578b\u5fae\u8abf\u90fd\u641e\u5f97\u6382\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f62\u6700\u5be6\u7528\u5605\u529f\u80fd\u53eb\u505a\u300cLoRA surgery\u300d\uff1a\u7576\u4f60\u767c\u73fe\u67d0\u500b LoRA \u8eab\u4efd\u611f\u592a\u91cd\u3001\u98a8\u683c\u88ab\u58d3\u6241\uff0c\u53ef\u4ee5\u9010\u500b block \u62c9 slider \u53bb\u4fee\u6b63\uff0c\u5514\u4f7f\u91cd\u65b0\u8a13\u7df4\uff0c\u76f4\u63a5\u8f38\u51fa\u65b0\u5605 .safetensors\u3002\u5c0d\u61c9\u5230 MiniMax H3 \u5f71\u7247 LoRA\uff0c\u4ef2\u53ef\u4ee5\u9010 block \u9810\u89bd\u6bcf\u6bb5\u5c0d\u52d5\u4f5c\u3001\u9762\u5b54\u540c\u8072\u97f3\u5605\u5f71\u97ff\uff0c22 \u683c\u77ed\u7247\u9023\u97f3\u6548\u4e26\u6392\u64ad\u4ffe\u4f60\u63c0\u3002<\/p>\n\n\n<figure class=\"wp-block-embed-youtube wp-block-embed is-type-video is-provider-youtube wp-embed-aspect-4-3 wp-has-aspect-ratio\"><div class=\"lyte-wrapper\" title=\"Minimax H3 - Edit your LoRAs directly with Video Previews\" style=\"width:853px;max-width:100%;margin:5px auto;\"><div class=\"lyMe\" id=\"WYL_ojsRMaqz0jI\" itemprop=\"video\" itemscope itemtype=\"https:\/\/schema.org\/VideoObject\"><div><meta itemprop=\"thumbnailUrl\" content=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FojsRMaqz0jI%2Fhqdefault.jpg\" \/><meta itemprop=\"embedURL\" content=\"https:\/\/www.youtube.com\/embed\/ojsRMaqz0jI\" \/><meta itemprop=\"duration\" content=\"PT15M48S\" \/><meta itemprop=\"uploadDate\" content=\"2026-09-05T16:22:46Z\" \/><\/div><div id=\"lyte_ojsRMaqz0jI\" data-src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FojsRMaqz0jI%2Fhqdefault.jpg\" class=\"pL\"><div class=\"tC\"><div class=\"tT\" itemprop=\"name\">Minimax H3 - Edit your LoRAs directly with Video Previews<\/div><\/div><button tabindex=\"0\" class=\"play\"><\/button><div class=\"ctrl\"><div class=\"Lctrl\"><\/div><div class=\"Rctrl\"><\/div><\/div><\/div><noscript><a href=\"https:\/\/youtu.be\/ojsRMaqz0jI\" rel=\"nofollow\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FojsRMaqz0jI%2F0.jpg\" alt=\"Minimax H3 - Edit your LoRAs directly with Video Previews\" width=\"853\" height=\"460\" \/><br \/>Watch this video on YouTube<\/a><\/noscript><meta itemprop=\"description\" content=\"Edit your Minimax Loras with Video Previews in Fizgig. Get it here: https:\/\/github.com\/shootthesound\/Fizgig Runpod: https:\/\/console.runpod.io\/hub\/template\/faoq8ed6um?ref=vkb387ep Block edit and tweak your LoRAs in realtime with video feedback and save out the modified versions. You can even mix in content from other Loras, or even edit or even improve the Turbo loras - see example in the video of this in action. Supports Fl2va\/Ref2va during the edit process. (see end of video) Works on 32\/24\/16 vram. You may need to use the Nf4 dropdown on 16 (see end of video for tips on that) Additional notes: For the mixing in content from other Loras, use the Donor Lora field. To carry across ID from another lora for example you could add in content from blocks 20-49 using the slider for given blocks. I can do a video on this too if there is interest. \u2615 https:\/\/buymeacoffee.com\/lorasandlenses The drone Lora: https:\/\/civitai.com\/models\/2857065\/drone-shot @ShootTheSound - Peter Neill https:\/\/instagram.com\/shootthesound https:\/\/twitter.com\/shootthesound http:\/\/ShootTheSound.com\"><\/div><\/div><div class=\"lL\" style=\"max-width:100%;width:853px;margin:5px auto;\"><\/div><figcaption><\/figcaption><\/figure>\n\n\n<p class=\"wp-block-paragraph\">\u5982\u679c\u4f60\u937e\u610f\u8a66\u65b0\u8b8a\u9ad4\uff0cFizgig \u63d0\u4f9b\u985e\u4f3c\u904a\u6232\u5316\u5605 mutation \u6d41\u7a0b\uff1a\u61c9\u7528\u7a0b\u5f0f\u63d0\u51fa\u8b8a\u5316\uff0c\u4f60\u63c0\u937e\u610f\u5605\uff0cLoRA \u5c31\u900f\u904e\u9078\u64c7\u6f14\u5316\u843d\u53bb\u3002\u914d\u5408 LoRA Royale\uff0c\u4f60\u53ef\u4ee5\u4e00\u6b21\u904e\u7747\u6652\u6210\u500b\u8a13\u7df4 run \u6bcf\u500b epoch \u5605\u6548\u679c\uff0c\u6216\u8005\u7528 crossfade \u55ba\u5514\u540c\u7248\u672c\u4e4b\u9593\u6e38\u8d70\u3002LoRA Royale \u4ef2\u53ef\u4ee5\u76f4\u63a5\u8f38\u51fa MP4 \u6216 GIF \u683c\u5f0f\u5605\u5faa\u74b0\u52d5\u756b\uff0c\u65b9\u4fbf\u5206\u4eab\u6210\u679c\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f62\u652f\u63f4\u6a19\u6e96 LoRA\u3001LoKR \u751a\u81f3\u5168\u6a21\u578b\u5fae\u8abf\uff0c\u5b8c\u6210\u5605 fine-tune \u6703\u8b8a\u6210\u666e\u901a checkpoint\uff0c\u800c Checkpoint to LoRA \u529f\u80fd\u53ef\u4ee5\u5c07\u4efb\u4f55 fine-tune \u84b8\u993e\u8fd4\u505a\u53ef\u5206\u4eab\u5605 LoRA\uff0c\u63c0\u4f60\u937e\u610f\u5605 rank\u3002\u5c0d\u65bc\u5187 GPU \u5605\u4eba\uff0c\u5b98\u65b9\u63d0\u4f9b RunPod \u4e00\u9375\u90e8\u7f72\u9023\u7d50\uff0c\u5514\u4f7f\u672c\u5730\u5b89\u88dd\u5c31\u5f97\u7528\u5230 24 GB \u5361\u5605 int8 \u8a2d\u5b9a\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u91cd\u9ede\u6458\u8981\uff1a<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u9010 block \u4fee\u5fa9 LoRA<\/strong>\uff1aslider \u76f4\u63a5\u8abf\uff0c\u5514\u4f7f\u91cd\u8a13\u7df4\uff0c\u89e3\u6c7a overbaked identity \u540c\u98a8\u683c\u5d29\u584c<\/li>\n\n\n\n<li><strong>\u904a\u6232\u5316\u8b8a\u9ad4\u63a2\u7d22<\/strong>\uff1aapp \u63d0\u8b70 mutation\uff0c\u7528\u6236\u63c0\u6700\u611b\uff0cLoRA \u7d93\u9078\u64c7\u6f14\u5316<\/li>\n\n\n\n<li><strong>LoRA Royale \u8996\u89ba\u5316<\/strong>\uff1a\u4e00\u6b21\u904e render \u6652\u6bcf\u500b epoch\uff0ccrossfade \u63c0\u6700\u597d\u55f0\u500b\uff0c\u4ef2\u53ef\u4ee5\u8f38\u51fa\u5206\u4eab\u7528\u52d5\u756b<\/li>\n\n\n\n<li><strong>Block profiling<\/strong>\uff1a\u6e05\u695a\u986f\u793a\u6bcf\u500b block \u63f9\u4f4f\u8eab\u4efd\u3001\u98a8\u683c\u5b9a\u4fc2\u7d30\u7bc0\uff0c\u8abf\u4e4b\u524d\u5148\u77e5\u908a\u5ea6\u843d\u624b<\/li>\n\n\n\n<li><strong>\u591a\u6a21\u578b\u652f\u63f4<\/strong>\uff1aFlux 2 Klein 9B\u3001Krea 2\u3001MiniMax H3 \u4e09\u7dda\u9f4a\uff0c\u7531\u7167\u7247\u3001\u5f71\u7247\u5230\u8072\u97f3\u90fd\u8986\u84cb<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/github.com\/shootthesound\/Fizgig\" rel=\"noopener noreferrer\"><strong>GitHub<\/strong><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u4f60\u8a66\u904e train \u597d\u500b LoRA \u5148\u767c\u73fe\u98a8\u683c\u8d70\u6652\u6a23\u3001\u8eab\u4efd\u611f overbaked \u55ce\uff1fFizgig \u7540\u4f60\u9010\u500b block \u62c9 slider \u6551\u8fd4\uff0c\u4ef2\u53ef\u4ee5\u4e00\u9375\u90e8\u7f72\u4e0a RunPod\uff0c\u514d\u5b89\u88dd\u3002<\/p>\n","protected":false},"author":8,"featured_media":11916,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"wpai_generated_summary":"","footnotes":""},"categories":[133,125,31,162,203],"tags":[],"class_list":["post-11917","post","type-post","status-publish","format-standard","hentry","category-133","category-comfyui","category-video","category-ai-productions","category-minimax"],"_links":{"self":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/11917","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=11917"}],"version-history":[{"count":1,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/11917\/revisions"}],"predecessor-version":[{"id":11920,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/11917\/revisions\/11920"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media\/11916"}],"wp:attachment":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media?parent=11917"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/categories?post=11917"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/tags?post=11917"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}