{"id":12487,"date":"2026-09-22T02:40:17","date_gmt":"2026-09-21T18:40:17","guid":{"rendered":"https:\/\/infernews.com\/blog\/refineedit\/"},"modified":"2026-09-22T02:40:17","modified_gmt":"2026-09-21T18:40:17","slug":"refineedit","status":"publish","type":"post","link":"https:\/\/infernews.com\/blog\/refineedit\/","title":{"rendered":"RefineEdit : \u514d\u8a13\u7df4 Prompt-to-Prompt \u7de8\u4fee"},"content":{"rendered":"\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/09\/compare.jpg\" alt=\"compare\"><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u7531 source prompt \u6539\u6210 editing prompt \u6642\uff0cRefineEdit \u6703\u5148\u751f\u6210\u4f86\u6e90\u5716\uff0c\u518d\u91cd\u7528\u4e2d\u9593 refinement state\uff0c\u8b93 1024 \u00d7 1024 \u7de8\u8f2f\u7d50\u679c\u8f03\u5bb9\u6613\u4fdd\u7559\u539f\u6709\u5167\u5bb9\u3002\u9019\u500b\u9805\u76ee\u5c6c\u65bc\u514d\u8a13\u7df4\u7684 prompt-to-prompt \u5f71\u50cf\u7de8\u8f2f\u65b9\u6cd5\uff0c\u5be6\u969b\u8655\u7406\u7684\u662f\u6587\u5b57\u9a45\u52d5\u7de8\u8f2f\u4e2d\u300c\u6539\u8b8a\u6307\u5b9a\u5167\u5bb9\u300d\u8207\u300c\u7dad\u6301\u756b\u9762\u7a69\u5b9a\u300d\u4e4b\u9593\u7684\u53d6\u6368\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">GRN \u8ca0\u8cac\u751f\u6210\u6d41\u7a0b\uff0cHBQ tokenizer \u548c UMT5 encoder \u6703\u4e00\u540c\u8f09\u5165\uff1bRefineEdit \u672c\u8eab\u6c92\u6709\u984d\u5916 checkpoint\u3002source-anchored bit routing \u5148\u9078\u51fa\u53ef\u7de8\u8f2f\u5ea7\u6a19\uff0c\u518d\u914d\u5408 adaptive spatial freezing\uff08AdaSF\uff09\u53ca finite bit locking\uff08FBL\uff09\u9650\u5236\u5f8c\u7e8c\u8b8a\u5316\uff0c\u6bcb\u9808\u5916\u90e8 editing mask\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">RefineEdit \u9700\u8981 Linux\u3001\u652f\u63f4 BF16 \u7684 CUDA GPU\uff0c\u4ee5\u53ca\u5b98\u65b9 GRN \u9810\u8a13\u7df4\u6b0a\u91cd\uff1bA100 80 GB \u662f\u53c3\u8003\u914d\u7f6e\uff0c\u9805\u76ee\u4e26\u4e0d\u9069\u5408\u4f4e\u8a18\u61b6\u9ad4 GPU \u6216 CPU \u63a8\u7406\u3002FlashAttention 2 \u53ef\u52a0\u901f\u539f\u59cb\u6d41\u7a0b\uff0c\u672a\u80fd\u5b89\u88dd\u6642\u53ef\u6539\u7528 PyTorch scaled dot-product attention\uff0c\u4f46\u901f\u5ea6\u3001\u8a18\u61b6\u9ad4\u6d88\u8017\u548c\u6578\u503c\u7d50\u679c\u90fd\u53ef\u80fd\u4e0d\u540c\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u4e0d\u9700\u984d\u5916\u8a13\u7df4\u3001RefineEdit checkpoint \u6216\u5916\u90e8\u906e\u7f69<\/li>\n<li>\u53ea\u652f\u63f4\u7531\u63d0\u793a\u8a5e\u5167\u90e8\u751f\u6210\u7684\u4f86\u6e90 refinement trajectory<\/li>\n<li>\u4e0d\u76f4\u63a5\u7de8\u8f2f\u4efb\u610f\u771f\u5be6\u5716\u7247\uff0c\u61c9\u7528\u7bc4\u570d\u6bd4\u4e00\u822c\u7167\u7247\u7de8\u8f2f\u6d41\u7a0b\u7a84<\/li>\n<li>\u9644\u6709 mask summary\/step PNG \u53ca adaptive bit lock stats.csv\uff0c\u65b9\u4fbf\u6aa2\u67e5\u5ea7\u6a19\u9078\u64c7\u548c\u9396\u5b9a\u72c0\u614b<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u5b83\u9069\u5408\u7814\u7a76\u6587\u5b57\u751f\u6210\u5f71\u50cf\u7de8\u8f2f\u3001\u9700\u8981\u53ef\u91cd\u73fe\u5be6\u9a57\u7684\u5718\u968a\uff0c\u4ee5\u53ca\u5df2\u6709 GRN \u63a8\u7406\u74b0\u5883\u7684\u958b\u767c\u8005\u3002\u5132\u5b58\u5eab\u672a\u63d0\u4f9b\u7d71\u4e00 benchmark \u6578\u5b57\uff0c\u4e0d\u80fd\u55ae\u9760 1024 \u00d7 1024 \u8f38\u51fa\u5224\u65b7\u756b\u8cea\uff1b\u4e0d\u540c attention backend \u5373\u4f7f\u4f7f\u7528\u76f8\u540c seed\uff0c\u4e5f\u4e0d\u4fdd\u8b49\u7522\u751f\u9010\u50cf\u7d20\u4e00\u81f4\u7684\u7d50\u679c\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/github.com\/mura1n\/RefineEdit\" rel=\"noopener noreferrer\"><strong>GitHub<\/strong><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>RefineEdit \u4ee5\u6587\u5b57\u63d0\u793a\u751f\u6210\u4f86\u6e90\u8207\u7de8\u8f2f\u7d50\u679c\uff0c\u6bcb\u9808\u984d\u5916\u8a13\u7df4\u6216\u906e\u7f69\uff0c\u4f46\u672a\u80fd\u76f4\u63a5\u8655\u7406\u4efb\u610f\u771f\u5be6\u7167\u7247\u3002<\/p>\n","protected":false},"author":8,"featured_media":12486,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"wpai_generated_summary":"","footnotes":""},"categories":[133,127,179,30,161,168,152,150,199],"tags":[],"class_list":["post-12487","post","type-post","status-publish","format-standard","hentry","category-133","category-127","category-nvidia","category-image","category-161","category-linux","category-python","category-150","category-dataset-"],"_links":{"self":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/12487","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=12487"}],"version-history":[{"count":0,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/12487\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media\/12486"}],"wp:attachment":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media?parent=12487"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/categories?post=12487"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/tags?post=12487"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}