{"id":30633,"date":"2025-04-22T10:39:27","date_gmt":"2025-04-22T02:39:27","guid":{"rendered":"https:\/\/www.aisharenet.com\/?p=30633"},"modified":"2025-04-22T10:39:27","modified_gmt":"2025-04-22T02:39:27","slug":"uno","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/pt\/uno\/","title":{"rendered":"UNO\uff1a\u652f\u6301\u5355\u4e3b\u4f53\u548c\u591a\u4e3b\u4f53\u5b9a\u5236\u5316\u56fe\u50cf\u751f\u6210\u5de5\u5177\uff08\u9002\u5408\u7535\u5546\u914d\u56fe\uff09"},"content":{"rendered":"<p>UNO \u662f\u7531 ByteDance \u667a\u80fd\u521b\u4f5c\u56e2\u961f\u5f00\u53d1\u7684\u4e00\u4e2a\u5f00\u6e90\u56fe\u50cf\u751f\u6210\u6846\u67b6\u3002\u5b83\u57fa\u4e8e <a href=\"https:\/\/www.kdjingpai.com\/pt\/manxuebanflux1chan\/\">FLUX<\/a>.1 \u6a21\u578b\uff0c\u4e13\u6ce8\u4e8e\u901a\u8fc7\u201c\u5c11\u5230\u591a\u201d\u7684\u6cdb\u5316\u65b9\u5f0f\u5b9e\u73b0\u5355\u4e3b\u4f53\u548c\u591a\u4e3b\u4f53\u7684\u5b9a\u5236\u5316\u56fe\u50cf\u751f\u6210\u3002UNO \u5229\u7528\u6269\u6563\u53d8\u6362\u5668\uff08DiT\uff09\u7684\u4e0a\u4e0b\u6587\u751f\u6210\u80fd\u529b\uff0c\u7ed3\u5408\u9ad8\u4e00\u81f4\u6027\u7684\u6570\u636e\u5408\u6210\u6d41\u7a0b\uff0c\u89e3\u51b3\u4e86\u591a\u4e3b\u4f53\u573a\u666f\u4e0b\u6570\u636e\u6269\u5c55\u548c\u4e3b\u4f53\u4e00\u81f4\u6027\u7684\u96be\u9898\u3002\u5b83\u652f\u6301\u7528\u6237\u901a\u8fc7\u6587\u5b57\u63cf\u8ff0\u548c\u53c2\u8003\u56fe\u50cf\u751f\u6210\u9ad8\u8d28\u91cf\u56fe\u50cf\uff0c\u5e7f\u6cdb\u9002\u7528\u4e8e\u4e2a\u6027\u5316\u56fe\u50cf\u521b\u4f5c\u3001\u865a\u62df\u89d2\u8272\u8bbe\u8ba1\u7b49\u573a\u666f\u3002\u9879\u76ee\u4ee3\u7801\u91c7\u7528 Apache 2.0 \u8bb8\u53ef\u8bc1\uff0c\u6a21\u578b\u6743\u91cd\u5219\u4f7f\u7528 CC BY-NC 4.0 \u8bb8\u53ef\u8bc1\uff0c\u9002\u5408\u5b66\u672f\u7814\u7a76\u548c\u975e\u5546\u4e1a\u7528\u9014\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-30635\" title=\"UNO\uff1a\u652f\u6301\u5355\u4e3b\u4f53\u548c\u591a\u4e3b\u4f53\u5b9a\u5236\u5316\u56fe\u50cf\u751f\u6210\u5de5\u5177\uff08\u9002\u5408\u7535\u5546\u914d\u56fe\uff09-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/04\/56ef3e997cc050b.png\" alt=\"UNO\uff1a\u652f\u6301\u5355\u4e3b\u4f53\u548c\u591a\u4e3b\u4f53\u5b9a\u5236\u5316\u56fe\u50cf\u751f\u6210\u5de5\u5177\uff08\u9002\u5408\u7535\u5546\u914d\u56fe\uff09-1\" width=\"787\" height=\"517\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/04\/56ef3e997cc050b.png 787w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/04\/56ef3e997cc050b-768x505.png 768w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/04\/56ef3e997cc050b-18x12.png 18w\" sizes=\"auto, (max-width: 787px) 100vw, 787px\" \/><\/p>\n<p>&nbsp;<\/p>\n<h2>\u529f\u80fd\u5217\u8868<\/h2>\n<ul>\n<li>\u5355\u4e3b\u4f53\u56fe\u50cf\u751f\u6210\uff1a\u57fa\u4e8e\u5355\u4e00\u53c2\u8003\u56fe\u50cf\u751f\u6210\u4e0e\u63cf\u8ff0\u4e00\u81f4\u7684\u56fe\u50cf\uff0c\u4fdd\u6301\u4e3b\u4f53\u7279\u5f81\u3002<\/li>\n<li>\u591a\u4e3b\u4f53\u56fe\u50cf\u751f\u6210\uff1a\u5728\u540c\u4e00\u573a\u666f\u4e2d\u751f\u6210\u591a\u4e2a\u7279\u5b9a\u4e3b\u4f53\uff0c\u4fdd\u6301\u5404\u81ea\u7279\u5f81\u4e0d\u6df7\u6dc6\u3002<\/li>\n<li>\u4e0a\u4e0b\u6587\u751f\u6210\uff1a\u5229\u7528\u6269\u6563\u53d8\u6362\u5668\u7684\u4e0a\u4e0b\u6587\u5b66\u4e60\u80fd\u529b\uff0c\u751f\u6210\u9ad8\u4e00\u81f4\u6027\u7684\u56fe\u50cf\u3002<\/li>\n<li>\u4f4e\u663e\u5b58\u4f18\u5316\uff1a\u652f\u6301 fp8 \u6a21\u5f0f\uff0c\u5cf0\u503c\u663e\u5b58\u5360\u7528\u7ea6 16GB\uff0c\u9002\u5408\u6d88\u8d39\u7ea7 GPU\u3002<\/li>\n<li>\u6a21\u578b\u5fae\u8c03\uff1a\u63d0\u4f9b\u9884\u8bad\u7ec3\u548c\u591a\u9636\u6bb5\u8bad\u7ec3\u7b56\u7565\uff0c\u652f\u6301\u4ece\u6587\u672c\u5230\u56fe\u50cf\u6a21\u578b\u7684\u8fed\u4ee3\u4f18\u5316\u3002<\/li>\n<li>\u5f00\u6e90\u652f\u6301\uff1a\u63d0\u4f9b\u8bad\u7ec3\u4ee3\u7801\u3001\u63a8\u7406\u4ee3\u7801\u548c\u6a21\u578b\u6743\u91cd\uff0c\u65b9\u4fbf\u7814\u7a76\u8005\u6269\u5c55\u5e94\u7528\u3002<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h2>\u4f7f\u7528\u5e2e\u52a9<\/h2>\n<h3>\u5b89\u88c5\u6d41\u7a0b<\/h3>\n<p>\u8981\u4f7f\u7528 UNO\uff0c\u9700\u8981\u5728\u672c\u5730\u73af\u5883\u4e2d\u5b89\u88c5\u5e76\u914d\u7f6e\u76f8\u5173\u4f9d\u8d56\u3002\u4ee5\u4e0b\u662f\u8be6\u7ec6\u7684\u5b89\u88c5\u6b65\u9aa4\uff0c\u9002\u7528\u4e8e Python 3.10 \u81f3 3.12 \u7684\u73af\u5883\u3002<\/p>\n<ol>\n<li><strong>\u521b\u5efa\u865a\u62df\u73af\u5883<\/strong><br \/>\n\u9996\u5148\uff0c\u521b\u5efa\u4e00\u4e2a\u72ec\u7acb\u7684 Python \u865a\u62df\u73af\u5883\u4ee5\u907f\u514d\u4f9d\u8d56\u51b2\u7a81\u3002\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\uff1a<\/p>\n<pre><code>python -m venv uno_env\r\nsource uno_env\/bin\/activate  # Linux\/MacOS\r\nuno_env\\Scripts\\activate  # Windows\r\n<\/code><\/pre>\n<p>\u6216\u8005\u4f7f\u7528 Conda \u521b\u5efa\u73af\u5883\uff1a<\/p>\n<pre><code>conda create -n uno_env python=3.10 -y\r\nconda activate uno_env\r\n<\/code><\/pre>\n<\/li>\n<li><strong>\u5b89\u88c5 PyTorch<\/strong><br \/>\n\u5982\u679c\u4f7f\u7528 AMD GPU\u3001NVIDIA RTX 50 \u7cfb\u5217\u6216 macOS MPS\uff0c\u9700\u8981\u624b\u52a8\u5b89\u88c5\u9002\u5408\u7684 PyTorch \u7248\u672c\u3002\u53c2\u8003 PyTorch \u5b98\u7f51\uff08<a href=\"https:\/\/pytorch.org\/\">https:\/\/pytorch.org\/<\/a>\uff09\u9009\u62e9\u6b63\u786e\u7684\u7248\u672c\u3002\u4f8b\u5982\uff1a<\/p>\n<pre><code>pip install torch torchvision torchaudio\r\n<\/code><\/pre>\n<\/li>\n<li><strong>\u5b89\u88c5 UNO \u4f9d\u8d56<\/strong><br \/>\n\u514b\u9686 UNO \u4ed3\u5e93\u5e76\u5b89\u88c5\u4f9d\u8d56\uff1a<\/p>\n<pre><code>git clone https:\/\/github.com\/bytedance\/UNO.git\r\ncd UNO\r\npip install -e .  # \u4ec5\u7528\u4e8e\u63a8\u7406\r\npip install -e .[train]  # \u7528\u4e8e\u63a8\u7406\u548c\u8bad\u7ec3\r\n<\/code><\/pre>\n<p>\u6ce8\u610f\uff1a\u786e\u4fdd\u00a0<code>requirements.txt<\/code>\u00a0\u4e2d\u7684\u4f9d\u8d56\u6b63\u786e\u5b89\u88c5\u3002\u5982\u679c\u9047\u5230\u95ee\u9898\uff0c\u53ef\u68c0\u67e5\u662f\u5426\u6709\u7f3a\u5931\u7684\u7cfb\u7edf\u5e93\uff08\u5982\u00a0<code>ffmpeg<\/code>\uff09\u5e76\u901a\u8fc7\u00a0<code>conda install -c conda-forge ffmpeg<\/code>\u00a0\u5b89\u88c5\u3002<\/li>\n<li><strong>\u4e0b\u8f7d\u6a21\u578b\u68c0\u67e5\u70b9<\/strong><br \/>\nUNO \u4f9d\u8d56 FLUX.1-dev \u6a21\u578b\u548c\u76f8\u5173\u68c0\u67e5\u70b9\u3002\u53ef\u4ee5\u901a\u8fc7\u4ee5\u4e0b\u65b9\u5f0f\u4e0b\u8f7d\uff1a<\/p>\n<ul>\n<li><strong>\u81ea\u52a8\u4e0b\u8f7d<\/strong>\uff1a\u8fd0\u884c\u63a8\u7406\u811a\u672c\u65f6\uff0c\u68c0\u67e5\u70b9\u4f1a\u81ea\u52a8\u901a\u8fc7\u00a0<code>hf_hub_download<\/code>\u00a0\u4e0b\u8f7d\u5230\u9ed8\u8ba4\u8def\u5f84\uff08<code>~\/.cache\/huggingface<\/code>\uff09\u3002<\/li>\n<li><strong>\u624b\u52a8\u4e0b\u8f7d<\/strong>\uff1a\u4f7f\u7528 Hugging Face CLI \u4e0b\u8f7d\u6a21\u578b\uff1a\n<pre><code>huggingface-cli download black-forest-labs\/FLUX.1-dev\r\nhuggingface-cli download xlabs-ai\/xflux_text_encoders\r\nhuggingface-cli download openai\/clip-vit-large-patch14\r\nhuggingface-cli download bytedance-research\/UNO\r\n<\/code><\/pre>\n<\/li>\n<\/ul>\n<p>\u4e0b\u8f7d\u540e\uff0c\u5c06\u6a21\u578b\u653e\u7f6e\u5230\u6307\u5b9a\u76ee\u5f55\uff08\u5982\u00a0<code>models\/unet<\/code>\u00a0\u548c\u00a0<code>models\/loras<\/code>\uff09\u3002<\/li>\n<li><strong>\u9a8c\u8bc1\u5b89\u88c5<\/strong><br \/>\n\u5b89\u88c5\u5b8c\u6210\u540e\uff0c\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4\u68c0\u67e5\u73af\u5883\u662f\u5426\u6b63\u786e\u914d\u7f6e\uff1a<\/p>\n<pre><code>python -c \"import torch; print(torch.cuda.is_available())\"\r\n<\/code><\/pre>\n<p>\u5982\u679c\u8fd4\u56de\u00a0<code>True<\/code>\uff0c\u8bf4\u660e GPU \u73af\u5883\u914d\u7f6e\u6210\u529f\u3002<\/li>\n<\/ol>\n<h3>\u4f7f\u7528\u65b9\u5f0f<\/h3>\n<p>UNO \u63d0\u4f9b\u4e86\u4e00\u4e2a Gradio \u754c\u9762\uff08<code>app.py<\/code>\uff09\u7528\u4e8e\u4ea4\u4e92\u5f0f\u56fe\u50cf\u751f\u6210\uff0c\u4e5f\u53ef\u4ee5\u901a\u8fc7\u547d\u4ee4\u884c\u8fd0\u884c\u63a8\u7406\u811a\u672c\uff08<code>inference.py<\/code>\uff09\u3002\u4ee5\u4e0b\u662f\u4e3b\u8981\u64cd\u4f5c\u6d41\u7a0b\u3002<\/p>\n<h4>\u901a\u8fc7 Gradio \u754c\u9762\u751f\u6210\u56fe\u50cf<\/h4>\n<ol>\n<li><strong>\u542f\u52a8 Gradio \u5e94\u7528<\/strong><br \/>\n\u786e\u4fdd\u5b89\u88c5\u4e86 Gradio\uff08\u5305\u542b\u5728\u00a0<code>requirements.txt<\/code>\u00a0\u4e2d\uff09\u3002\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4\u542f\u52a8\u754c\u9762\uff1a<\/p>\n<pre><code>python app.py\r\n<\/code><\/pre>\n<p>\u542f\u52a8\u540e\uff0c\u6d4f\u89c8\u5668\u4f1a\u6253\u5f00\u4e00\u4e2a\u672c\u5730\u9875\u9762\uff08\u901a\u5e38\u662f\u00a0<code>http:\/\/127.0.0.1:7860<\/code>\uff09\u3002<\/li>\n<li><strong>\u8f93\u5165\u53c2\u6570<\/strong><br \/>\n\u5728 Gradio \u754c\u9762\u4e2d\uff1a<\/p>\n<ul>\n<li>\u8f93\u5165\u6587\u5b57\u63d0\u793a\uff08<code>prompt<\/code>\uff09\uff0c\u63cf\u8ff0\u4f60\u60f3\u8981\u751f\u6210\u7684\u56fe\u50cf\u573a\u666f\uff0c\u4f8b\u5982\u201c\u4e00\u53ea\u732b\u548c\u4e00\u53ea\u72d7\u5728\u516c\u56ed\u73a9\u800d\u201d\u3002<\/li>\n<li>\u4e0a\u4f20 1-4 \u5f20\u53c2\u8003\u56fe\u50cf\uff08<code>image_ref1<\/code>\u00a0\u81f3\u00a0<code>image_ref4<\/code>\uff09\uff0c\u8fd9\u4e9b\u56fe\u50cf\u5b9a\u4e49\u4e3b\u4f53\u7684\u5916\u89c2\u3002<\/li>\n<li>\u8bbe\u7f6e\u79cd\u5b50\u503c\uff08<code>seed<\/code>\uff09\u4ee5\u63a7\u5236\u751f\u6210\u7ed3\u679c\u7684\u968f\u673a\u6027\uff0c\u9ed8\u8ba4\u503c\u4e3a 3407\u3002<\/li>\n<li>\u9009\u62e9\u6a21\u578b\u7c7b\u578b\uff08<code>flux-dev<\/code>\u3001<code>flux-dev-fp8<\/code>\u00a0\u6216\u00a0<code>flux-schnell<\/code>\uff09\uff0c\u63a8\u8350\u00a0<code>flux-dev-fp8<\/code>\u00a0\u4ee5\u964d\u4f4e\u663e\u5b58\u9700\u6c42\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u751f\u6210\u56fe\u50cf<\/strong><br \/>\n\u70b9\u51fb\u201c\u751f\u6210\u201d\u6309\u94ae\uff0cUNO \u4f1a\u6839\u636e\u63d0\u793a\u548c\u53c2\u8003\u56fe\u50cf\u751f\u6210\u7ed3\u679c\u3002\u751f\u6210\u65f6\u95f4\u53d6\u51b3\u4e8e\u786c\u4ef6\u6027\u80fd\uff0c\u901a\u5e38\u5728\u6d88\u8d39\u7ea7 GPU\uff08\u5982 RTX 3090\uff09\u4e0a\u9700\u8981\u6570\u79d2\u5230\u6570\u5206\u949f\u3002<\/li>\n<\/ol>\n<h4>\u901a\u8fc7\u547d\u4ee4\u884c\u8fd0\u884c\u63a8\u7406<\/h4>\n<ol>\n<li><strong>\u51c6\u5907\u8f93\u5165<\/strong><br \/>\n\u521b\u5efa\u4e00\u4e2a\u5305\u542b\u63d0\u793a\u548c\u53c2\u8003\u56fe\u50cf\u8def\u5f84\u7684\u914d\u7f6e\u6587\u4ef6\uff0c\u6216\u76f4\u63a5\u5728\u547d\u4ee4\u884c\u6307\u5b9a\u53c2\u6570\u3002\u4f8b\u5982\uff1a<\/p>\n<pre><code>python inference.py --prompt \"A man in a suit, standing in a city\" --image_paths \".\/assets\/examples\/man.jpg\" --model_type \"flux-dev-fp8\" --save_path \".\/output\"\r\n<\/code><\/pre>\n<\/li>\n<li><strong>\u5e38\u7528\u53c2\u6570\u8bf4\u660e<\/strong>\n<ul>\n<li><code>--prompt<\/code>\uff1a\u6587\u5b57\u63cf\u8ff0\uff0c\u5b9a\u4e49\u751f\u6210\u56fe\u50cf\u7684\u5185\u5bb9\u3002<\/li>\n<li><code>--image_paths<\/code>\uff1a\u53c2\u8003\u56fe\u50cf\u8def\u5f84\uff0c\u652f\u6301\u591a\u4e2a\u56fe\u50cf\u3002<\/li>\n<li><code>--model_type<\/code>\uff1a\u6a21\u578b\u7c7b\u578b\uff0c\u63a8\u8350\u00a0<code>flux-dev-fp8<\/code>\u3002<\/li>\n<li><code>--offload<\/code>\uff1a\u542f\u7528\u663e\u5b58\u5378\u8f7d\uff0c\u51cf\u5c11\u663e\u5b58\u5360\u7528\u3002<\/li>\n<li><code>--num_steps<\/code>\uff1a\u6269\u6563\u6b65\u9aa4\u6570\uff0c\u9ed8\u8ba4 25\uff0c\u5f71\u54cd\u751f\u6210\u8d28\u91cf\u3002<\/li>\n<li><code>--guidance<\/code>\uff1a\u5f15\u5bfc\u56e0\u5b50\uff0c\u9ed8\u8ba4 4\uff0c\u63a7\u5236\u6587\u5b57\u4e0e\u56fe\u50cf\u7684\u5339\u914d\u5ea6\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u67e5\u770b\u7ed3\u679c<\/strong><br \/>\n\u751f\u6210\u7684\u56fe\u50cf\u4f1a\u4fdd\u5b58\u5230\u00a0<code>--save_path<\/code>\u00a0\u6307\u5b9a\u7684\u76ee\u5f55\uff08\u5982\u00a0<code>output\/inference<\/code>\uff09\u3002<\/li>\n<\/ol>\n<h3>\u7279\u8272\u529f\u80fd\u64cd\u4f5c<\/h3>\n<h4>\u5355\u4e3b\u4f53\u751f\u6210<\/h4>\n<ul>\n<li><strong>\u64cd\u4f5c\u6b65\u9aa4<\/strong>\uff1a\n<ol>\n<li>\u4e0a\u4f20\u4e00\u5f20\u4e3b\u4f53\u56fe\u50cf\uff08\u5982\u4e00\u5f20\u4eba\u7269\u7167\u7247\uff09\u3002<\/li>\n<li>\u8f93\u5165\u6587\u5b57\u63d0\u793a\uff0c\u63cf\u8ff0\u76ee\u6807\u573a\u666f\uff08\u5982\u201c\u6b64\u4eba\u5728\u6d77\u6ee9\u4e0a\u6563\u6b65\u201d\uff09\u3002<\/li>\n<li>\u8bbe\u7f6e\u53c2\u8003\u56fe\u50cf\u5206\u8fa8\u7387\u4e3a 512\uff08\u9ed8\u8ba4\u503c\uff09\u3002<\/li>\n<li>\u751f\u6210\u56fe\u50cf\uff0cUNO \u4f1a\u4fdd\u6301\u4e3b\u4f53\u7684\u5916\u89c2\u7279\u5f81\uff08\u5982\u9762\u90e8\u3001\u670d\u88c5\uff09\u3002<\/li>\n<\/ol>\n<\/li>\n<li><strong>\u6ce8\u610f\u4e8b\u9879<\/strong>\uff1a\u786e\u4fdd\u53c2\u8003\u56fe\u50cf\u6e05\u6670\uff0c\u4e3b\u4f53\u7279\u5f81\u660e\u663e\uff0c\u907f\u514d\u6a21\u7cca\u6216\u4f4e\u8d28\u91cf\u56fe\u50cf\u3002<\/li>\n<\/ul>\n<h4>\u591a\u4e3b\u4f53\u751f\u6210<\/h4>\n<ul>\n<li><strong>\u64cd\u4f5c\u6b65\u9aa4<\/strong>\uff1a\n<ol>\n<li>\u4e0a\u4f20\u591a\u5f20\u53c2\u8003\u56fe\u50cf\uff08\u5982\u4e00\u5f20\u732b\u7684\u7167\u7247\u548c\u4e00\u5f20\u72d7\u7684\u7167\u7247\uff09\u3002<\/li>\n<li>\u8f93\u5165\u6587\u5b57\u63d0\u793a\uff0c\u63cf\u8ff0\u591a\u4e3b\u4f53\u573a\u666f\uff08\u5982\u201c\u732b\u548c\u72d7\u5728\u8349\u5730\u4e0a\u73a9\u800d\u201d\uff09\u3002<\/li>\n<li>\u8bbe\u7f6e\u53c2\u8003\u56fe\u50cf\u5206\u8fa8\u7387\u4e3a 320\uff08\u591a\u4e3b\u4f53\u9ed8\u8ba4\u503c\uff09\u3002<\/li>\n<li>\u751f\u6210\u56fe\u50cf\uff0cUNO \u4f1a\u901a\u8fc7 UnoPE\uff08\u901a\u7528\u65cb\u8f6c\u4f4d\u7f6e\u5d4c\u5165\uff09\u6280\u672f\u907f\u514d\u4e3b\u4f53\u7279\u5f81\u6df7\u6dc6\u3002<\/li>\n<\/ol>\n<\/li>\n<li><strong>\u6ce8\u610f\u4e8b\u9879<\/strong>\uff1a\u53c2\u8003\u56fe\u50cf\u6570\u91cf\u4e0d\u8d85\u8fc7 4 \u5f20\uff0c\u4e14\u6bcf\u4e2a\u4e3b\u4f53\u5e94\u5728\u56fe\u50cf\u4e2d\u660e\u786e\u533a\u5206\u3002<\/li>\n<\/ul>\n<h4>\u4f4e\u663e\u5b58\u4f18\u5316<\/h4>\n<ul>\n<li>\u4f7f\u7528\u00a0<code>flux-dev-fp8<\/code>\u00a0\u6a21\u578b\uff0c\u663e\u5b58\u5360\u7528\u964d\u81f3\u7ea6 16GB\u3002<\/li>\n<li>\u542f\u7528\u00a0<code>--offload<\/code>\u00a0\u53c2\u6570\uff0c\u5c06\u90e8\u5206\u8ba1\u7b97\u5378\u8f7d\u5230 CPU\uff0c\u8fdb\u4e00\u6b65\u964d\u4f4e\u663e\u5b58\u9700\u6c42\u3002<\/li>\n<li>\u9002\u5408 RTX 3090 \u6216 RTX 4090 \u7b49\u6d88\u8d39\u7ea7 GPU \u7528\u6237\u3002<\/li>\n<\/ul>\n<h3>\u5e38\u89c1\u95ee\u9898\u89e3\u51b3<\/h3>\n<ul>\n<li><strong>\u663e\u5b58\u4e0d\u8db3<\/strong>\uff1a\u5c1d\u8bd5\u964d\u4f4e\u5206\u8fa8\u7387\uff08<code>--width<\/code>\u00a0\u548c\u00a0<code>--height<\/code>\uff09\u81f3 512&#215;512\uff0c\u6216\u4f7f\u7528\u00a0<code>flux-dev-fp8<\/code>\u00a0\u6a21\u578b\u3002<\/li>\n<li><strong>\u5b89\u88c5\u5931\u8d25<\/strong>\uff1a\u68c0\u67e5 PyTorch \u7248\u672c\u662f\u5426\u4e0e GPU \u517c\u5bb9\uff0c\u5fc5\u8981\u65f6\u624b\u52a8\u5b89\u88c5\u7279\u5b9a\u7248\u672c\u3002<\/li>\n<li><strong>\u751f\u6210\u7ed3\u679c\u4e0d\u7406\u60f3<\/strong>\uff1a\u8c03\u6574\u00a0<code>--guidance<\/code>\uff08\u589e\u52a0\u5230 5 \u6216 6\uff09\u6216\u00a0<code>--num_steps<\/code>\uff08\u589e\u52a0\u5230 50\uff09\uff0c\u4ee5\u63d0\u9ad8\u56fe\u50cf\u8d28\u91cf\u3002<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h2>\u5e94\u7528\u573a\u666f<\/h2>\n<ol>\n<li><strong>\u4e2a\u6027\u5316\u56fe\u50cf\u521b\u4f5c<\/strong><br \/>\n\u7528\u6237\u53ef\u4ee5\u4e0a\u4f20\u81ea\u5df1\u7684\u7167\u7247\uff0c\u7ed3\u5408\u6587\u5b57\u63cf\u8ff0\u751f\u6210\u7279\u5b9a\u573a\u666f\u7684\u56fe\u50cf\u3002\u4f8b\u5982\uff0c\u4e0a\u4f20\u4e00\u5f20\u81ea\u62cd\u7167\uff0c\u751f\u6210\u201c\u81ea\u5df1\u5728\u672a\u6765\u57ce\u5e02\u6f2b\u6b65\u201d\u7684\u56fe\u50cf\uff0c\u9002\u7528\u4e8e\u793e\u4ea4\u5a92\u4f53\u5185\u5bb9\u521b\u4f5c\u3002<\/li>\n<li><strong>\u865a\u62df\u89d2\u8272\u8bbe\u8ba1<\/strong><br \/>\n\u6e38\u620f\u5f00\u53d1\u8005\u6216\u52a8\u753b\u5236\u4f5c\u8005\u53ef\u4e0a\u4f20\u89d2\u8272\u8349\u56fe\uff0c\u751f\u6210\u4e0d\u540c\u573a\u666f\u4e0b\u7684\u89d2\u8272\u5f62\u8c61\uff0c\u4fdd\u6301\u89d2\u8272\u5916\u89c2\u4e00\u81f4\u6027\uff0c\u9002\u5408\u6f2b\u753b\u3001\u52a8\u753b\u6216\u6e38\u620f\u5f00\u53d1\u3002<\/li>\n<li><strong>\u5e7f\u544a\u4e0e\u8425\u9500<\/strong><br \/>\n\u8425\u9500\u56e2\u961f\u53ef\u4ee5\u4e0a\u4f20\u4ea7\u54c1\u6216\u54c1\u724c\u5409\u7965\u7269\u56fe\u50cf\uff0c\u751f\u6210\u591a\u6837\u5316\u7684\u5e7f\u544a\u573a\u666f\uff08\u5982\u4ea7\u54c1\u5728\u4e0d\u540c\u5b63\u8282\u7684\u5c55\u793a\uff09\uff0c\u63d0\u5347\u89c6\u89c9\u5185\u5bb9\u7684\u591a\u6837\u6027\u3002<\/li>\n<li><strong>\u5b66\u672f\u7814\u7a76<\/strong><br \/>\n\u7814\u7a76\u8005\u53ef\u5229\u7528 UNO \u7684\u5f00\u6e90\u4ee3\u7801\u548c\u8bad\u7ec3\u6d41\u7a0b\uff0c\u63a2\u7d22\u6269\u6563\u6a21\u578b\u5728\u591a\u4e3b\u4f53\u751f\u6210\u4e2d\u7684\u5e94\u7528\uff0c\u9a8c\u8bc1\u65b0\u7684\u7b97\u6cd5\u6216\u4f18\u5316\u73b0\u6709\u6a21\u578b\u3002<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<h2>QA<\/h2>\n<ol>\n<li><strong>UNO \u652f\u6301\u54ea\u4e9b\u786c\u4ef6\uff1f<\/strong><br \/>\nUNO \u63a8\u8350\u4f7f\u7528 NVIDIA GPU\uff08\u5982 RTX 3090 \u6216 4090\uff09\uff0c\u6700\u4f4e\u663e\u5b58 16GB\u3002\u652f\u6301 AMD GPU \u548c macOS MPS\uff0c\u4f46\u9700\u624b\u52a8\u914d\u7f6e PyTorch\u3002<\/li>\n<li><strong>\u5982\u4f55\u63d0\u9ad8\u751f\u6210\u56fe\u50cf\u7684\u8d28\u91cf\uff1f<\/strong><br \/>\n\u589e\u52a0\u6269\u6563\u6b65\u9aa4\uff08<code>--num_steps<\/code>\u00a0\u8bbe\u4e3a 50\uff09\u6216\u8c03\u6574\u5f15\u5bfc\u56e0\u5b50\uff08<code>--guidance<\/code>\u00a0\u8bbe\u4e3a 5-6\uff09\u3002\u786e\u4fdd\u53c2\u8003\u56fe\u50cf\u6e05\u6670\u4e14\u6587\u5b57\u63d0\u793a\u5177\u4f53\u3002<\/li>\n<li><strong>UNO \u662f\u5426\u652f\u6301\u5546\u7528\uff1f<\/strong><br \/>\n\u6a21\u578b\u6743\u91cd\u91c7\u7528 CC BY-NC 4.0 \u8bb8\u53ef\u8bc1\uff0c\u4ec5\u9650\u975e\u5546\u4e1a\u7528\u9014\u3002\u5546\u4e1a\u4f7f\u7528\u9700\u9075\u5b88 FLUX.1-dev \u7684\u539f\u59cb\u8bb8\u53ef\u6761\u6b3e\u3002<\/li>\n<li><strong>\u5982\u4f55\u5904\u7406\u591a\u4e3b\u4f53\u751f\u6210\u4e2d\u7684\u7279\u5f81\u6df7\u6dc6\uff1f<\/strong><br \/>\nUNO \u4f7f\u7528 UnoPE \u6280\u672f\u51cf\u5c11\u6df7\u6dc6\u3002\u786e\u4fdd\u6bcf\u5f20\u53c2\u8003\u56fe\u50cf\u7684\u4e3b\u4f53\u7279\u5f81\u660e\u786e\uff0c\u5e76\u9002\u5f53\u964d\u4f4e\u5206\u8fa8\u7387\uff08\u5982 320\uff09\u4ee5\u4f18\u5316\u6548\u679c\u3002<\/li>\n<\/ol>\n\n<div id=\"J_MPDLCont\" class=\"magicpost-cont-wp\">\n  <div class=\"magicpost-cont-inner\">\n    <div class=\"magicpost-cont-hd\">\n      <svg class=\"wb-icon-magicpost wbsico-magicpost-local\">\n        <use xlink:href=\"#wbsico-magicpost-local\"><\/use>\n      <\/svg> <span>\u76f8\u5173\u6587\u4ef6\u4e0b\u8f7d\u5730\u5740<\/span>\n    <\/div>\n\n    <div class=\"magicpost-cont-bd\">\n                <div class=\"wb-tips\">\u8be5\u8d44\u6e90\u9700\u767b\u5f55\u540e\u4e0b\u8f7d\uff0c\u53bb<a class=\"link\" href=\"https:\/\/www.kdjingpai.com\/wp-login.php?redirect_to=https%3A%2F%2Fwww.kdjingpai.com%2Fpt%2Funo%2F\">\u767b\u5f55<\/a><\/div>\n\n            <\/div>\n\n    <div class=\"magicpost-cont-ft\">\n      &copy;\u4e0b\u8f7d\u8d44\u6e90\u7248\u6743\u5f52\u4f5c\u8005\u6240\u6709\uff1b\u672c\u7ad9\u6240\u6709\u8d44\u6e90\u5747\u6765\u6e90\u4e8e\u7f51\u7edc\uff0c\u4ec5\u4f9b\u5b66\u4e60\u4f7f\u7528\uff0c\u8bf7\u652f\u6301\u6b63\u7248\uff01    <\/div>\n  <\/div>\n<\/div>","protected":false},"excerpt":{"rendered":"<p>UNO \u662f\u7531 ByteDance \u667a\u80fd\u521b\u4f5c\u56e2\u961f\u5f00\u53d1\u7684\u4e00\u4e2a\u5f00\u6e90\u56fe\u50cf\u751f\u6210\u6846\u67b6\u3002\u5b83\u57fa\u4e8e FLUX.1 \u6a21\u578b\uff0c\u4e13\u6ce8\u4e8e\u901a\u8fc7\u201c\u5c11\u5230\u591a\u201d\u7684\u6cdb\u5316\u65b9\u5f0f\u5b9e\u73b0\u5355\u4e3b\u4f53\u548c\u591a\u4e3b\u4f53\u7684\u5b9a\u5236\u5316\u56fe\u50cf\u751f\u6210\u3002UNO \u5229\u7528\u6269\u6563\u53d8\u6362\u5668\uff08DiT\uff09\u7684\u4e0a\u4e0b\u6587\u751f\u6210\u80fd\u529b\uff0c\u7ed3\u5408\u9ad8\u4e00\u81f4\u6027\u7684\u6570\u636e\u5408\u6210&#8230;<\/p>\n","protected":false},"author":1,"featured_media":62290,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[20],"tags":[230],"class_list":["post-30633","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tool","tag-aikaiyuanxiangmu"],"_links":{"self":[{"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/posts\/30633","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/comments?post=30633"}],"version-history":[{"count":0,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/posts\/30633\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/media\/62290"}],"wp:attachment":[{"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/media?parent=30633"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/categories?post=30633"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/tags?post=30633"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}