{"id":10433,"date":"2026-07-26T16:59:04","date_gmt":"2026-07-26T08:59:04","guid":{"rendered":"https:\/\/infernews.com\/blog\/graphvid\/"},"modified":"2026-07-26T16:59:04","modified_gmt":"2026-07-26T08:59:04","slug":"graphvid","status":"publish","type":"post","link":"https:\/\/infernews.com\/blog\/graphvid\/","title":{"rendered":"GraphVid \u628a\u5716\u751f\u5f71\u7247\u62c6\u89e3\u6210\u5716\u7bc0\u9ede\u95dc\u4fc2\u5716"},"content":{"rendered":"\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/07\/pasted-98346d43bcb0.jpg\" alt=\"Og image\"><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">PLAN-Lab\uff08\u4f0a\u5229\u8afe\u4f0a\u5927\u5b78\u5384\u5df4\u7d0d-\u9999\u6ab3\u5206\u6821\uff09\u958b\u6e90\u7684 GraphVid \u63a1\u7528 Diffusers \u6846\u67b6\uff0c\u7528 Stable Diffusion \u985e\u7684 Diffusion Pipeline \u914d bfloat16 \u7cbe\u5ea6\u8f09\u5165\uff0c\u9069\u7528\u65bc CUDA \u8207 Apple MPS \u88dd\u7f6e\u3002\u9019\u500b\u540d\u7a31\u88e1\u7684\u300cGraph\u300d\u4e0d\u662f\u793e\u7fa4\u7db2\u7d61\u5716\uff0c\u800c\u662f\u628a\u5f71\u7247\u62c6\u6210\u591a\u500b\u95dc\u9375\u756b\u9762\u7bc0\u9ede\uff0c\u518d\u7528\u4e00\u5f35\u5c0f\u578b\u95dc\u4fc2\u6a94 <code>graph.pth<\/code>\uff08\u7d04 118 MB\uff09\u63cf\u8ff0\u7bc0\u9ede\u4e4b\u9593\u5982\u4f55\u929c\u63a5\u2014\u2014\u6a21\u578b\u5148\u7406\u89e3\u9019\u4e9b\u756b\u9762\u8a72\u600e\u6a23\u6392\u5e8f\u8207\u904e\u6e21\uff0c\u518d\u4ea4\u7531 transformer\u3001VAE \u7b49\u6a21\u7d44\u9010\u6bb5\u751f\u6210\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u9801\u9762\u6c92\u6709\u516c\u958b base model \u4f86\u6e90\uff0c\u4e5f\u6c92\u6709\u8aaa\u660e\u8a13\u7df4\u8cc7\u6599\u6216\u8a55\u6e2c\u6307\u6a19\uff0c\u56e0\u6b64\u96e3\u4ee5\u5224\u65b7\u5b83\u7684\u6574\u9ad4\u54c1\u8cea\uff0c\u53ea\u80fd\u5f9e\u67b6\u69cb\u9762\u63a8\u6e2c\u5b83\u628a\u63a7\u5236\u7c92\u5ea6\u5f9e\u300c\u9010\u5e40\u6587\u5b57\u63cf\u8ff0\u300d\u8f49\u79fb\u5230\u300c\u7bc0\u9ede\u62d3\u6a38\u300d\u3002\u4f7f\u7528 <code>DiffusionPipeline.from_pretrained<\/code> \u914d\u5408 <code>torch_dtype=torch.bfloat16<\/code>\uff0c\u5c6c\u65bc\u73fe\u4eca\u5f71\u7247\u64f4\u6563\u6a21\u578b\u5e38\u898b\u7684\u7701\u8a18\u61b6\u9ad4\u505a\u6cd5\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5f9e\u6a21\u578b\u5361\u63d0\u4f9b\u7684\u7a0b\u5f0f\u78bc\u7bc4\u4f8b\u53ef\u898b\uff0cGraphVid \u76f4\u63a5\u63a5\u53d7\u6587\u5b57 prompt \u5373\u53ef\u751f\u6210\u756b\u9762\uff0c\u6bcb\u9808\u624b\u52d5\u7de8\u6392\u7bc0\u9ede\uff0c\u9019\u5c64\u62bd\u8c61\u5c0d\u4e00\u822c\u4f7f\u7528\u8005\u6bd4\u8f03\u53cb\u5584\uff1b\u9032\u968e\u7528\u5bb6\u5247\u53ef\u900f\u904e <code>graph.pth<\/code> \u5fae\u8abf\u7bc0\u9ede\u95dc\u4fc2\uff0c\u63a7\u5236\u904b\u93e1\u7bc0\u594f\u3002\u6574\u500b <code>gvc_ckpt_folder<\/code> \u5bb9\u91cf\u7d04 64.3 GB\uff0c\u5305\u542b scheduler\u3001text_encoder\u3001tokenizer\u3001transformer\u3001VAE \u7b49\u6a19\u6e96\u7d44\u4ef6\uff0c\u642d\u914d Hugging Face \u63d0\u4f9b\u7684 Colab \/ Kaggle \u7bc4\u4f8b\u5373\u53ef\u5feb\u901f\u8a66\u8dd1\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u95dc\u4fc2\u5716\u9a45\u52d5<\/strong>\uff1a\u4ee5 <code>graph.pth<\/code> \u5b9a\u7fa9\u756b\u9762\u7bc0\u9ede\u8207\u6642\u5e8f\u95dc\u4fc2\uff0c\u518d\u4ea4\u7531\u64f4\u6563\u6a21\u578b\u751f\u6210\u5f71\u7247\u3002<\/li>\n<li><strong>Diffusers \u76f8\u5bb9<\/strong>\uff1a\u900f\u904e <code>DiffusionPipeline<\/code> \u8f09\u5165\uff0c\u652f\u63f4 bfloat16 \u8207 CUDA \/ MPS\u3002<\/li>\n<li><strong>Apache-2.0 \u6388\u6b0a<\/strong>\uff1a\u53ef\u81ea\u7531\u4e0b\u8f09\u7814\u7a76\u8207\u518d\u5206\u767c\uff0c\u4f46\u9801\u9762\u672a\u63d0\u4f9b\u91cf\u5316\u7248\u672c\u3002<\/li>\n<li><strong>\u786c\u9ad4\u9700\u6c42\u9ad8<\/strong>\uff1a\u5b8c\u6574 checkpoint \u7d04 64.3 GB\uff0c\u5efa\u8b70\u4f7f\u7528\u9ad8\u968e GPU\u3002<\/li>\n<li><strong>\u7f3a\u4e4f\u8a55\u6e2c\u6578\u64da<\/strong>\uff1a\u539f\u59cb\u9801\u9762\u6c92\u6709\u63d0\u4f9b\u57fa\u6e96\u5206\u6578\u6216\u8207\u5176\u4ed6\u5f71\u7247\u6a21\u578b\u7684\u76f4\u63a5\u6bd4\u8f03\uff0c\u63a1\u7528\u524d\u5b9c\u81ea\u884c\u6e2c\u8a66\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u82e5\u4ee5\u672c\u5730\u6d88\u8cbb\u7d1a GPU \u8a66\u8dd1\uff0c\u5efa\u8b70\u5148\u628a <code>torch_dtype<\/code> \u8a2d\u70ba bfloat16\uff0c\u4e26\u7559\u610f VRAM \u662f\u5426\u8db3\u4ee5\u5bb9\u7d0d transformer \u8207 VAE \u7684\u6b0a\u91cd\uff1b\u60f3\u9032\u4e00\u6b65\u58d3\u7e2e\uff0c\u53ef\u7559\u610f\u793e\u7fa4\u5f8c\u7e8c\u662f\u5426\u91cb\u51fa\u91cf\u5316\u6216 LoRA \u7248\u672c\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/huggingface.co\/PLAN-Lab\/GraphVid\/tree\/main\/gvc_ckpt_folder\" rel=\"noopener noreferrer\"><strong>\u9805\u76ee\u4e3b\u9801<\/strong><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>GraphVid \u7528\u4e00\u5f35\u95dc\u4fc2\u5716\u91cd\u65b0\u7d44\u7e54\u5f71\u7247\u751f\u6210\u6d41\u7a0b\uff0c\u8b93\u756b\u9762\u4e4b\u9593\u7684\u52d5\u4f5c\u8f49\u6298\u66f4\u50cf\u88ab\u523b\u610f\u5b89\u6392\uff0c\u800c\u975e\u9010\u683c\u62fc\u6e4a\u3002<\/p>\n","protected":false},"author":8,"featured_media":10432,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"ai_generated_summary":"","footnotes":""},"categories":[133,178,179,33,30,152,27,187,197],"tags":[],"class_list":["post-10433","post","type-post","status-publish","format-standard","hentry","category-133","category-google","category-nvidia","category-stablediffusion","category-image","category-python","category-paper","category-187","category-framework"],"_links":{"self":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/10433","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=10433"}],"version-history":[{"count":0,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/10433\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media\/10432"}],"wp:attachment":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media?parent=10433"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/categories?post=10433"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/tags?post=10433"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}