{"id":28777,"date":"2025-03-17T14:00:12","date_gmt":"2025-03-17T06:00:12","guid":{"rendered":"https:\/\/www.aisharenet.com\/?p=28777"},"modified":"2025-05-21T15:37:33","modified_gmt":"2025-05-21T07:37:33","slug":"aceplus","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/en\/aceplus\/","title":{"rendered":"ACE++"},"content":{"rendered":"<p>ACE++ \u662f\u7531\u963f\u91cc\u5df4\u5df4\u901a\u4e49\u5b9e\u9a8c\u5ba4\uff08Tongyi Lab\uff09\u7684 ali-vilab \u56e2\u961f\u5f00\u53d1\u7684\u4e00\u4e2a\u5f00\u6e90\u9879\u76ee\u3002\u5b83\u57fa\u4e8e <a href=\"https:\/\/www.kdjingpai.com\/en\/manxuebanflux1chan\/\">FLUX<\/a>.1-Fill-dev \u6a21\u578b\uff0c\u65e8\u5728\u901a\u8fc7\u7b80\u5355\u7684\u6587\u5b57\u6307\u4ee4\u5b9e\u73b0\u56fe\u50cf\u751f\u6210\u548c\u7f16\u8f91\u3002\u9879\u76ee\u5c06\u53c2\u8003\u56fe\u50cf\u751f\u6210\u3001\u5c40\u90e8\u7f16\u8f91\u548c\u53ef\u63a7\u751f\u6210\u7edf\u4e00\u5728\u4e00\u4e2a\u6846\u67b6\u5185\uff0c\u63d0\u4f9b\u4e09\u79cd LoRA \u6a21\u578b\uff08\u8096\u50cf\u3001\u7269\u4f53\u3001\u5c40\u90e8\u7f16\u8f91\uff09\u548c\u4e00\u4e2a\u66f4\u901a\u7528\u7684 FFT \u6a21\u578b\u3002\u7528\u6237\u53ef\u4ee5\u514d\u8d39\u4ece GitHub \u4e0b\u8f7d\u4ee3\u7801\u548c\u6a21\u578b\uff0c\u6700\u8fd1\u66f4\u65b0\u65f6\u95f4\u4e3a 2025 \u5e74 3 \u6708 11 \u65e5\u3002ACE++ \u9002\u5408\u5f00\u53d1\u8005\u3001\u8bbe\u8ba1\u5e08\u548c\u666e\u901a\u7528\u6237\uff0c\u65e2\u652f\u6301\u547d\u4ee4\u884c\u64cd\u4f5c\uff0c\u4e5f\u80fd\u5728 <a href=\"https:\/\/www.kdjingpai.com\/en\/comfyui\/\">ComfyUI<\/a> \u4e2d\u4f7f\u7528\u3002<\/p>\n<blockquote><p>ACE++ \u5728\u6362\u8138\u3001\u6362\u88c5\u4e2d\u5bf9\u6bd4\u4e13\u7528\u5de5\u5177\u6ca1\u6709\u660e\u663e\u77ed\u677f\uff0c\u7531\u4e8e\u6700\u8fd1\u63a8\u51fa\u7684 <a href=\"https:\/\/www.kdjingpai.com\/dainitiyan-gemini\/\">Gemini 2.0 Flash<\/a>\u00a0\u5341\u5206\u4eae\u773c\uff0c\u4e5f\u662f\u4e3b\u6253\u6587\u672c\u6307\u4ee4\u63a7\u5236\u56fe\u50cf\u5c40\u90e8\u7f16\u8f91\uff0c\u4ed6\u4eec\u4e8c\u8005\u6548\u679c\u53ef\u4ee5\u81ea\u884c\u5bf9\u6bd4\u3002<\/p><\/blockquote>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-28778\" title=\"ACE++\uff1a\u7528\u6587\u672c\u6307\u4ee4\u7cbe\u51c6\u5bf9\u56fe\u50cf\u5c40\u90e8\u7f16\u8f91\u7684\u591a\u529f\u80fd\u5f00\u6e90\u5de5\u5177-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/03\/7f48633e25c15db.png\" alt=\"ACE++\uff1a\u7528\u6587\u672c\u6307\u4ee4\u7cbe\u51c6\u5bf9\u56fe\u50cf\u5c40\u90e8\u7f16\u8f91\u7684\u591a\u529f\u80fd\u5f00\u6e90\u5de5\u5177-1\" width=\"1136\" height=\"576\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/03\/7f48633e25c15db.png 1136w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/03\/7f48633e25c15db-768x389.png 768w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/03\/7f48633e25c15db-18x9.png 18w\" sizes=\"auto, (max-width: 1136px) 100vw, 1136px\" \/><\/p>\n<p>&nbsp;<\/p>\n<h2>\u529f\u80fd\u5217\u8868<\/h2>\n<ul>\n<li><strong>\u6307\u4ee4\u751f\u6210\u56fe\u50cf<\/strong>\uff1a\u8f93\u5165\u6587\u5b57\u63cf\u8ff0\u751f\u6210\u65b0\u56fe\u50cf\uff0c\u4f8b\u5982\u201c\u4e00\u4e2a\u7a7f\u8b66\u670d\u7684\u5973\u5b69\u201d\u3002<\/li>\n<li><strong>\u5c40\u90e8\u56fe\u50cf\u7f16\u8f91<\/strong>\uff1a\u4fee\u6539\u56fe\u7247\u6307\u5b9a\u533a\u57df\uff0c\u6bd4\u5982\u66ff\u6362\u80cc\u666f\u6216\u8c03\u6574\u670d\u88c5\u3002<\/li>\n<li><strong>\u53c2\u8003\u56fe\u50cf\u751f\u6210<\/strong>\uff1a\u57fa\u4e8e\u4e00\u5f20\u53c2\u8003\u56fe\u751f\u6210\u76f8\u4f3c\u98ce\u683c\u7684\u65b0\u56fe\u3002<\/li>\n<li><strong>\u591a\u6a21\u578b\u9009\u62e9<\/strong>\uff1a\u63d0\u4f9b\u8096\u50cf\u3001\u7269\u4f53\u3001\u5c40\u90e8\u7f16\u8f91\u4e09\u79cd LoRA \u6a21\u578b\u548c\u4e00\u4e2a FFT \u6a21\u578b\u3002<\/li>\n<li><strong>ComfyUI \u652f\u6301<\/strong>\uff1a\u901a\u8fc7\u56fe\u5f62\u754c\u9762\u64cd\u4f5c\uff0c\u7b80\u5316\u5de5\u4f5c\u6d41\u7a0b\u3002<\/li>\n<li><strong>\u81ea\u5b9a\u4e49\u8bad\u7ec3<\/strong>\uff1a\u7528\u6237\u53ef\u4ee5\u7528\u81ea\u5df1\u7684\u6570\u636e\u8bad\u7ec3\u6a21\u578b\uff0c\u9002\u914d\u7279\u5b9a\u4efb\u52a1\u3002<\/li>\n<li><strong>\u9ad8\u7ea7\u529f\u80fd<\/strong>\uff1a\u652f\u6301\u8d85\u5206\u8fa8\u7387\u3001\u6362\u8138\u3001\u7269\u4f53\u66ff\u6362\u7b49\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>ACE++ \u9700\u8981\u914d\u7f6e\u73af\u5883\u624d\u80fd\u8fd0\u884c\u3002\u4ee5\u4e0b\u662f\u8be6\u7ec6\u6b65\u9aa4\uff1a<\/p>\n<ol>\n<li><strong>\u51c6\u5907\u73af\u5883<\/strong>\n<ul>\n<li>\u786e\u4fdd\u7535\u8111\u5b89\u88c5 Python 3.8 \u6216\u4ee5\u4e0a\u7248\u672c\uff0c\u53ef\u7528\u00a0<code>python --version<\/code>\u00a0\u68c0\u67e5\u3002<\/li>\n<li>\u5b89\u88c5 Git\uff0cWindows \u7528\u6237\u4ece\u5b98\u7f51\u4e0b\u8f7d\uff0cMac \u7528\u6237\u8fd0\u884c\u00a0<code>brew install git<\/code>\u3002<\/li>\n<li>\u63a8\u8350\u4f7f\u7528 NVIDIA GPU\uff0c\u81f3\u5c11 12GB \u663e\u5b58\uff0cCPU \u4e5f\u80fd\u8fd0\u884c\u4f46\u901f\u5ea6\u6162\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u4e0b\u8f7d\u4ee3\u7801<\/strong>\n<ul>\n<li>\u6253\u5f00\u7ec8\u7aef\uff0c\u8fd0\u884c\uff1a\n<pre><code>git clone https:\/\/github.com\/ali-vilab\/ACE_plus.git\r\ncd ACE_plus\r\n<\/code><\/pre>\n<\/li>\n<li>\u8fd9\u4f1a\u4e0b\u8f7d\u9879\u76ee\u5230\u672c\u5730\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u5b89\u88c5\u4f9d\u8d56<\/strong>\n<ul>\n<li>\u8f93\u5165\u547d\u4ee4\u5b89\u88c5\u6240\u9700\u5e93\uff1a\n<pre><code>pip install -r repo_requirements.txt\r\n<\/code><\/pre>\n<\/li>\n<li>\u5982\u9047\u6743\u9650\u95ee\u9898\uff0c\u52a0\u00a0<code>--user<\/code>\u00a0\u53c2\u6570\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u4e0b\u8f7d\u6a21\u578b<\/strong>\n<ul>\n<li>ACE++ \u4f9d\u8d56 FLUX.1-Fill-dev \u6a21\u578b\uff0c\u8bbe\u7f6e\u73af\u5883\u53d8\u91cf\uff1a\n<pre><code>export FLUX_FILL_PATH=\"hf:\/\/black-forest-labs\/FLUX.1-Fill-dev\"\r\n<\/code><\/pre>\n<\/li>\n<li>\u4e0b\u8f7d LoRA \u6a21\u578b\uff08\u53ef\u9009\uff09\uff1a\n<pre><code>export PORTRAIT_MODEL_PATH=\"hf:\/\/ali-vilab\/ACE_Plus@portrait\/comfyui_portrait_lora64.safetensors\"\r\nexport SUBJECT_MODEL_PATH=\"hf:\/\/ali-vilab\/ACE_Plus@subject\/comfyui_subject_lora16.safetensors\"\r\nexport LOCAL_MODEL_PATH=\"hf:\/\/ali-vilab\/ACE_Plus@local_editing\/comfyui_local_lora16.safetensors\"\r\n<\/code><\/pre>\n<\/li>\n<li>FFT \u6a21\u578b\uff08\u53ef\u9009\uff09\uff1a\n<pre><code>export ACE_PLUS_FFT_MODEL=\"ms:\/\/iic\/ACE_Plus@ace_plus_fft.safetensors\"\r\n<\/code><\/pre>\n<\/li>\n<li>\u53ef\u4ece Hugging Face \u6216 ModelScope \u624b\u52a8\u4e0b\u8f7d\uff0c\u653e\u5165\u9879\u76ee\u76ee\u5f55\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u6d4b\u8bd5\u8fd0\u884c<\/strong>\n<ul>\n<li>\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4\u68c0\u67e5\u73af\u5883\uff1a\n<pre><code>python infer_lora.py\r\n<\/code><\/pre>\n<\/li>\n<li>\u82e5\u8f93\u51fa\u6b63\u5e38\uff0c\u8bf4\u660e\u5b89\u88c5\u6210\u529f\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<h3>\u5982\u4f55\u4f7f\u7528\u4e3b\u8981\u529f\u80fd<\/h3>\n<h4>\u6307\u4ee4\u751f\u6210\u56fe\u50cf<\/h4>\n<ul>\n<li><strong>\u64cd\u4f5c\u6b65\u9aa4<\/strong>\uff1a\n<ol>\n<li>\u8f93\u5165\u6587\u5b57\u63cf\u8ff0\uff0c\u5982\u201c\u4e00\u53ea\u767d\u8272\u7684\u8001\u732b\u5934\u9e70\u201d\u3002<\/li>\n<li>\u8fd0\u884c\uff1a\n<pre><code>python infer_lora.py --prompt \"1 white old <a href=\"https:\/\/www.kdjingpai.com\/en\/owl\/\">owl<\/a>\"\r\n<\/code><\/pre>\n<\/li>\n<li>\u7ed3\u679c\u4fdd\u5b58\u5728\u00a0<code>output<\/code>\u00a0\u6587\u4ef6\u5939\u3002<\/li>\n<\/ol>\n<\/li>\n<li><strong>\u63d0\u793a<\/strong>\uff1a\u63cf\u8ff0\u8d8a\u8be6\u7ec6\uff0c\u6548\u679c\u8d8a\u597d\u3002FFT \u6a21\u578b\u9002\u5408\u590d\u6742\u4efb\u52a1\u3002<\/li>\n<\/ul>\n<h4>\u5c40\u90e8\u56fe\u50cf\u7f16\u8f91<\/h4>\n<ul>\n<li><strong>\u64cd\u4f5c\u6b65\u9aa4<\/strong>\uff1a\n<ol>\n<li>\u51c6\u5907\u56fe\u7247\uff08\u5982\u00a0<code>example.jpg<\/code>\uff09\u548c\u63a9\u7801\uff08\u5982\u00a0<code>mask.png<\/code>\uff09\uff0c\u63a9\u7801\u767d\u8272\u533a\u57df\u4e3a\u7f16\u8f91\u90e8\u5206\u3002<\/li>\n<li>\u8fd0\u884c\uff1a\n<pre><code>python infer_lora.py --image example.jpg --mask mask.png --prompt \"add a red hat\"\r\n<\/code><\/pre>\n<\/li>\n<li>\u7f16\u8f91\u540e\u7684\u56fe\u7247\u81ea\u52a8\u4fdd\u5b58\u3002<\/li>\n<\/ol>\n<\/li>\n<li><strong>\u6280\u5de7<\/strong>\uff1a\u63a9\u7801\u53ef\u7528\u753b\u56fe\u5de5\u5177\u5236\u4f5c\uff0c\u786e\u4fdd\u533a\u57df\u6e05\u6670\u3002<\/li>\n<\/ul>\n<h4>\u53c2\u8003\u56fe\u50cf\u751f\u6210<\/h4>\n<ul>\n<li><strong>\u64cd\u4f5c\u6b65\u9aa4<\/strong>\uff1a\n<ol>\n<li>\u51c6\u5907\u53c2\u8003\u56fe\u7247\uff08\u5982\u00a0<code>ref.jpg<\/code>\uff09\u3002<\/li>\n<li>\u8f93\u5165\u63cf\u8ff0\uff0c\u5982\u201c\u8349\u539f\u4e0a\u7684\u7537\u5b69\uff0c\u4fdd\u6301\u76f8\u540c\u98ce\u683c\u201d\u3002<\/li>\n<li>\u8fd0\u884c\uff1a\n<pre><code>python infer_lora.py --ref ref.jpg --prompt \"a boy on the grassland in the same style\"\r\n<\/code><\/pre>\n<\/li>\n<li>\u7ed3\u679c\u4fdd\u7559\u53c2\u8003\u56fe\u98ce\u683c\u3002<\/li>\n<\/ol>\n<\/li>\n<li><strong>\u5efa\u8bae<\/strong>\uff1a\u53c2\u8003\u56fe\u98ce\u683c\u660e\u663e\u65f6\u6548\u679c\u6700\u4f73\u3002<\/li>\n<\/ul>\n<h4>\u4f7f\u7528 ComfyUI<\/h4>\n<ul>\n<li><strong>\u5b89\u88c5 ComfyUI<\/strong>\uff1a\n<ol>\n<li>\u4e0b\u8f7d ComfyUI\uff1a\n<pre><code>git clone https:\/\/github.com\/comfyanonymous\/ComfyUI.git\r\n<\/code><\/pre>\n<\/li>\n<li>\u5c06 ACE++ \u6a21\u578b\u653e\u5165\u00a0<code>ComfyUI\/models<\/code>\u00a0\u6587\u4ef6\u5939\u3002<\/li>\n<li>\u542f\u52a8\uff1a\n<pre><code>cd ComfyUI\r\npython main.py\r\n<\/code><\/pre>\n<\/li>\n<\/ol>\n<\/li>\n<li><strong>\u64cd\u4f5c<\/strong>\uff1a\n<ol>\n<li>\u6253\u5f00\u6d4f\u89c8\u5668\uff0c\u8bbf\u95ee\u00a0<code>http:\/\/localhost:8188<\/code>\u3002<\/li>\n<li>\u5bfc\u5165 ACE++ \u5de5\u4f5c\u6d41\uff08\u4f4d\u4e8e\u00a0<code>workflow\/ComfyUI-ACE_Plus<\/code>\uff09\u3002<\/li>\n<li>\u4e0a\u4f20\u56fe\u7247\u6216\u8f93\u5165\u6587\u5b57\uff0c\u6309\u754c\u9762\u63d0\u793a\u8c03\u6574\u53c2\u6570\uff0c\u70b9\u51fb\u8fd0\u884c\u3002<\/li>\n<\/ol>\n<\/li>\n<li><strong>\u4f18\u70b9<\/strong>\uff1a\u56fe\u5f62\u754c\u9762\u9002\u5408\u65b0\u624b\uff0c\u64cd\u4f5c\u66f4\u76f4\u89c2\u3002<\/li>\n<\/ul>\n<h4>\u81ea\u5b9a\u4e49\u8bad\u7ec3<\/h4>\n<ul>\n<li><strong>\u51c6\u5907\u6570\u636e<\/strong>\uff1a\n<ol>\n<li>\u53c2\u8003\u00a0<code>data\/train.csv<\/code>\uff0c\u51c6\u5907\u8bad\u7ec3\u6570\u636e\uff0c\u683c\u5f0f\u4e3a\uff1a\n<pre><code>edit_image,edit_mask,ref_image,target_image,prompt,data_type\r\n<\/code><\/pre>\n<\/li>\n<li>\u5b57\u6bb5\u8bf4\u660e\uff1a\u7f16\u8f91\u4efb\u52a1\u586b\u00a0<code>edit_image<\/code>\u00a0\u548c\u00a0<code>mask<\/code>\uff0c\u53c2\u8003\u751f\u6210\u586b\u00a0<code>ref_image<\/code>\u3002<\/li>\n<\/ol>\n<\/li>\n<li><strong>\u8fd0\u884c\u8bad\u7ec3<\/strong>\uff1a\n<ol>\n<li>\u914d\u7f6e\u00a0<code>train_config\/ace_plus_lora.yaml<\/code>\uff0c\u8c03\u6574\u53c2\u6570\u3002<\/li>\n<li>\u8fd0\u884c\uff1a\n<pre><code>python run_train.py --cfg train_config\/ace_plus_lora.yaml\r\n<\/code><\/pre>\n<\/li>\n<li>\u8bad\u7ec3\u6a21\u578b\u4fdd\u5b58\u5728\u00a0<code>examples\/exp_example<\/code>\u3002<\/li>\n<\/ol>\n<\/li>\n<\/ul>\n<h3>\u7279\u8272\u529f\u80fd\u64cd\u4f5c<\/h3>\n<h4>LoRA \u6a21\u578b\u5207\u6362<\/h4>\n<ul>\n<li><strong>\u65b9\u6cd5<\/strong>\uff1a\n<ol>\n<li>\u8bbe\u7f6e\u73af\u5883\u53d8\u91cf\uff0c\u5982\u7528\u8096\u50cf\u6a21\u578b\uff1a\n<pre><code>export MODEL_PATH=\"hf:\/\/ali-vilab\/ACE_Plus@portrait\/comfyui_portrait_lora64.safetensors\"\r\n<\/code><\/pre>\n<\/li>\n<li>\u8fd0\u884c\u00a0<code>infer_lora.py<\/code>\uff0c\u6548\u679c\u504f\u5411\u8096\u50cf\u4f18\u5316\u3002<\/li>\n<\/ol>\n<\/li>\n<li><strong>\u7528\u9014<\/strong>\uff1a\u8096\u50cf\u6a21\u578b\u9002\u5408\u4eba\u8138\uff0c\u7269\u4f53\u6a21\u578b\u9002\u5408\u7269\u54c1\uff0c\u5c40\u90e8\u7f16\u8f91\u6a21\u578b\u9002\u5408\u533a\u57df\u8c03\u6574\u3002<\/li>\n<\/ul>\n<h4>FFT \u6a21\u578b\u4f7f\u7528<\/h4>\n<ul>\n<li><strong>\u65b9\u6cd5<\/strong>\uff1a\n<ol>\n<li>\u8bbe\u7f6e\uff1a\n<pre><code>export ACE_PLUS_FFT_MODEL=\"ms:\/\/iic\/ACE_Plus@ace_plus_fft.safetensors\"\r\n<\/code><\/pre>\n<\/li>\n<li>\u8fd0\u884c\uff1a\n<pre><code>python infer_fft.py\r\n<\/code><\/pre>\n<\/li>\n<\/ol>\n<\/li>\n<li><strong>\u7279\u70b9<\/strong>\uff1a\u652f\u6301\u66f4\u591a\u4efb\u52a1\uff0c\u4f46\u6027\u80fd\u53ef\u80fd\u4e0d\u5982 LoRA \u7a33\u5b9a\uff0c\u9002\u5408\u5b66\u672f\u7814\u7a76\u3002<\/li>\n<\/ul>\n<h4>\u9ad8\u7ea7\u5e94\u7528<\/h4>\n<ul>\n<li><strong>\u6362\u8138<\/strong>\uff1a\n<ol>\n<li>\u51c6\u5907\u53c2\u8003\u4eba\u8138\u548c\u76ee\u6807\u56fe\u7247\u3002<\/li>\n<li>\u7528 ComfyUI <a href=\"https:\/\/www.kdjingpai.com\/en\/workflow\/\">\u5de5\u4f5c\u6d41<\/a>\u00a0<code>ACE_Plus_FFT_workflow_referenceediting_generation.json<\/code>\uff0c\u8f93\u5165\u6307\u4ee4\u5982\u201c\u7537\u4eba\u9762\u5411\u955c\u5934\u201d\u3002<\/li>\n<\/ol>\n<\/li>\n<li><strong>\u8d85\u5206\u8fa8\u7387<\/strong>\uff1a\n<ol>\n<li>\u7528\u00a0<code>ACE_Plus_FFT_workflow_no_preprocess.json<\/code>\uff0c\u8f93\u5165\u4f4e\u5206\u8fa8\u7387\u56fe\u548c\u63cf\u8ff0\u3002<\/li>\n<li>\u8f93\u51fa\u9ad8\u6e05\u56fe\u50cf\u3002<\/li>\n<\/ol>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h2>\u5e94\u7528\u573a\u666f<\/h2>\n<ol>\n<li><strong>\u4e2a\u6027\u5316\u5934\u50cf\u8bbe\u8ba1<\/strong><br \/>\n\u7528\u6237\u8f93\u5165\u63cf\u8ff0\u6216\u4e0a\u4f20\u7167\u7247\uff0c\u751f\u6210\u5361\u901a\u5934\u50cf\uff0c\u5982\u201c\u6234\u773c\u955c\u7684\u7b11\u8138\u5973\u5b69\u201d\u3002<\/li>\n<li><strong>\u7535\u5546\u5546\u54c1\u4f18\u5316<\/strong><br \/>\n\u5546\u5bb6\u7f16\u8f91\u5546\u54c1\u56fe\uff0c\u6bd4\u5982\u5c06\u8863\u670d\u6539\u6210\u84dd\u8272\uff0c\u6dfb\u52a0\u80cc\u666f\uff0c\u63d0\u5347\u8d2d\u4e70\u7387\u3002<\/li>\n<li><strong>\u7535\u5f71\u6d77\u62a5\u5236\u4f5c<\/strong><br \/>\n\u7528\u6362\u8138\u529f\u80fd\u66ff\u6362\u6f14\u5458\u9762\u5b54\uff0c\u6216\u8c03\u6574\u6d77\u62a5\u5143\u7d20\uff0c\u5feb\u901f\u751f\u6210\u521b\u610f\u8bbe\u8ba1\u3002<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<h2>QA<\/h2>\n<ol>\n<li><strong>ACE++ \u514d\u8d39\u5417\uff1f<\/strong><br \/>\n\u662f\u7684\uff0cACE++ \u662f\u5f00\u6e90\u9879\u76ee\uff0c\u4ee3\u7801\u548c\u6a21\u578b\u514d\u8d39\u63d0\u4f9b\uff0c\u53ef\u4ece GitHub \u4e0b\u8f7d\u3002<\/li>\n<li><strong>\u8fd0\u884c\u51fa\u9519\u600e\u4e48\u529e\uff1f<\/strong><br \/>\n\u68c0\u67e5 Python \u7248\u672c\u3001\u4f9d\u8d56\u5b89\u88c5\u548c\u6a21\u578b\u8def\u5f84\u3002\u82e5\u65e0\u6cd5\u89e3\u51b3\uff0c\u5728 GitHub Issues \u63d0\u4ea4\u95ee\u9898\u3002<\/li>\n<li><strong>FFT \u6a21\u578b\u548c LoRA \u6a21\u578b\u54ea\u4e2a\u66f4\u597d\uff1f<\/strong><br \/>\nLoRA \u6a21\u578b\u5728\u7279\u5b9a\u4efb\u52a1\u4e0a\u66f4\u7a33\u5b9a\uff0cFFT \u6a21\u578b\u66f4\u901a\u7528\u4f46\u6027\u80fd\u53ef\u80fd\u4e0b\u964d\uff0c\u63a8\u8350\u6839\u636e\u9700\u6c42\u9009\u62e9\u3002<\/li>\n<\/ol>\n","protected":false},"excerpt":{"rendered":"<p>ACE++ \u662f\u7531\u963f\u91cc\u5df4\u5df4\u901a\u4e49\u5b9e\u9a8c\u5ba4\uff08Tongyi Lab\uff09\u7684 ali-vilab \u56e2\u961f\u5f00\u53d1\u7684\u4e00\u4e2a\u5f00\u6e90\u9879\u76ee\u3002\u5b83\u57fa\u4e8e FLUX.1-Fill-dev \u6a21\u578b\uff0c\u65e8\u5728\u901a\u8fc7\u7b80\u5355\u7684\u6587\u5b57\u6307\u4ee4\u5b9e\u73b0\u56fe\u50cf\u751f\u6210\u548c\u7f16\u8f91\u3002\u9879\u76ee\u5c06\u53c2\u8003\u56fe\u50cf\u751f\u6210\u3001\u5c40\u90e8\u7f16\u8f91\u548c\u53ef\u63a7\u751f\u6210\u7edf\u4e00\u5728\u4e00&#8230;<\/p>\n","protected":false},"author":1,"featured_media":62050,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[410,412],"tags":[259,230,220,226],"class_list":["post-28777","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-art","category-image-editing","tag-aituxiangbianji","tag-aikaiyuanxiangmu","tag-aihuanlianyuhuanzhuang","tag-comfyui"],"_links":{"self":[{"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/posts\/28777","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/comments?post=28777"}],"version-history":[{"count":0,"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/posts\/28777\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/media\/62050"}],"wp:attachment":[{"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/media?parent=28777"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/categories?post=28777"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/tags?post=28777"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}