{"id":120,"date":"2026-06-19T20:36:28","date_gmt":"2026-06-19T12:36:28","guid":{"rendered":"http:\/\/www.tantan.ink\/index.php\/2026\/06\/19\/ace-step-v1-5%ef%bc%9a%e5%bc%80%e6%ba%90-ai-%e9%9f%b3%e4%b9%90%e7%94%9f%e6%88%90%e8%bf%bd%e5%b9%b3-suno%ef%bc%8c4gb-%e6%98%be%e5%ad%98%e6%9c%ac%e5%9c%b0%e8%b7%91%e8%b5%b7%e6%9d%a5\/"},"modified":"2026-06-19T20:36:28","modified_gmt":"2026-06-19T12:36:28","slug":"ace-step-v1-5%ef%bc%9a%e5%bc%80%e6%ba%90-ai-%e9%9f%b3%e4%b9%90%e7%94%9f%e6%88%90%e8%bf%bd%e5%b9%b3-suno%ef%bc%8c4gb-%e6%98%be%e5%ad%98%e6%9c%ac%e5%9c%b0%e8%b7%91%e8%b5%b7%e6%9d%a5","status":"publish","type":"post","link":"https:\/\/www.tantan.ink\/index.php\/2026\/06\/19\/ace-step-v1-5%ef%bc%9a%e5%bc%80%e6%ba%90-ai-%e9%9f%b3%e4%b9%90%e7%94%9f%e6%88%90%e8%bf%bd%e5%b9%b3-suno%ef%bc%8c4gb-%e6%98%be%e5%ad%98%e6%9c%ac%e5%9c%b0%e8%b7%91%e8%b5%b7%e6%9d%a5\/","title":{"rendered":"ACE-Step v1.5\uff1a\u5f00\u6e90 AI \u97f3\u4e50\u751f\u6210\u8ffd\u5e73 Suno\uff0c4GB \u663e\u5b58\u672c\u5730\u8dd1\u8d77\u6765"},"content":{"rendered":"<p>\u6700\u8fd1 AI \u97f3\u4e50\u5708\u51fa\u4e86\u4e2a\u5927\u65b0\u95fb\uff1aACE-Step v1.5 \u5728\u591a\u9879\u8bc4\u4f30\u6307\u6807\u4e0a\u8ffd\u5e73\u751a\u81f3\u8d85\u8d8a\u4e86 Suno v5\uff0c\u800c\u4e14\u5b8c\u5168\u5f00\u6e90\u3001\u672c\u5730\u5c31\u80fd\u8dd1\u3002\u5982\u679c\u4f60\u4e00\u76f4\u5728\u7ea0\u7ed3 Suno \u7684\u6708\u8d39\uff0c\u6216\u8005\u60f3\u8981\u4e00\u4e2a\u80fd\u81ea\u5df1\u638c\u63a7\u7684 AI \u97f3\u4e50\u5de5\u5177\uff0c\u8fd9\u4e2a\u503c\u5f97\u8ba4\u771f\u770b\u770b\u3002<\/p>\n<p><img decoding=\"async\" src=\"\/wp-content\/uploads\/2026\/06\/ace-step-framework.webp\" alt=\"ACE-Step v1.5 \u6df7\u5408\u67b6\u6784\u56fe\" \/><\/p>\n<h2>\u662f\u4ec0\u4e48<\/h2>\n<p>ACE-Step \u662f ACE Studio \u548c StepFun\uff08\u8dc3\u70b9\u661f\u5c18\uff09\u8054\u5408\u5f00\u53d1\u7684\u5f00\u6e90\u97f3\u4e50\u751f\u6210\u57fa\u7840\u6a21\u578b\uff0c2025 \u5e74 5 \u6708\u9996\u6b21\u53d1\u5e03\uff0c2026 \u5e74 1 \u6708\u5e95\u63a8\u51fa v1.5 \u5927\u7248\u672c\u66f4\u65b0\u3002Apache 2.0 \u8bb8\u53ef\u8bc1\uff0c\u751f\u6210\u7684\u97f3\u4e50\u53ef\u5546\u7528\u3002<\/p>\n<p>v1.5 \u7684\u6838\u5fc3\u5356\u70b9\u662f\uff1a<strong>\u6d88\u8d39\u7ea7\u786c\u4ef6\u4e0a\u8dd1\u5546\u4e1a\u7ea7\u8d28\u91cf<\/strong>\u3002\u6700\u4f4e 4GB \u663e\u5b58\u5c31\u80fd\u8fd0\u884c\uff0cRTX 3090 \u751f\u6210\u4e00\u9996\u6b4c\u4e0d\u5230 10 \u79d2\u3002<\/p>\n<p>\u67b6\u6784\u4e0a\uff0cv1.5 \u91c7\u7528\u4e86&#8221;\u8bed\u8a00\u6a21\u578b + \u6269\u6563\u6a21\u578b&#8221;\u7684\u6df7\u5408\u8bbe\u8ba1\uff1a<\/p>\n<ul>\n<li><strong>\u8bed\u8a00\u6a21\u578b\u505a\u89c4\u5212\u5668<\/strong>\uff1a\u5148\u7406\u89e3\u4f60\u7684\u8f93\u5165\uff08\u98ce\u683c\u6807\u7b7e + \u6b4c\u8bcd\uff09\uff0c\u901a\u8fc7\u601d\u7ef4\u94fe\u63a8\u7406\u751f\u6210\u5b8c\u6574\u7684\u6b4c\u66f2\u84dd\u56fe\u2014\u2014\u7ed3\u6784\u3001\u6bb5\u843d\u3001\u914d\u5668\u65b9\u6848\uff0c\u76f8\u5f53\u4e8e&#8221;\u7f16\u66f2\u4eba\u5728\u8111\u5b50\u91cc\u5148\u60f3\u597d\u518d\u52a8\u624b&#8221;<\/li>\n<li><strong>\u6269\u6563 Transformer\uff08DiT\uff09\u505a\u5408\u6210\u5668<\/strong>\uff1a\u62ff\u84dd\u56fe\u751f\u6210\u5b9e\u9645\u97f3\u9891\uff0c\u89e3\u51b3\u4e86\u7eaf LLM \u65b9\u6848\u63a8\u7406\u6162\u3001\u7eaf\u6269\u6563\u65b9\u6848\u7ed3\u6784\u677e\u6563\u7684\u8001\u95ee\u9898<\/li>\n<\/ul>\n<p>\u53e6\u5916\u8fd8\u6709\u4e00\u4e2a v1.5-XL \u7248\u672c\uff0cDiT \u89e3\u7801\u5668\u53c2\u6570\u91cf 4B\uff0c\u6548\u679c\u66f4\u5f3a\u4f46\u8d44\u6e90\u9700\u6c42\u4e5f\u66f4\u9ad8\u3002<\/p>\n<h2>\u4e3a\u4ec0\u4e48\u503c\u5f97\u5173\u6ce8<\/h2>\n<p>\u5148\u770b\u6570\u636e\u3002v1.5-XL \u548c\u51e0\u4e2a\u5546\u4e1a\u6a21\u578b\u7684\u5bf9\u6bd4\uff1a<\/p>\n<table>\n<thead>\n<tr>\n<th>\u6307\u6807<\/th>\n<th>ACE-Step 1.5-XL<\/th>\n<th>Suno v5<\/th>\n<th>MinMax-2.5<\/th>\n<th>Udio v1.5<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>AudioBox<\/td>\n<td><strong>7.76<\/strong><\/td>\n<td>7.69<\/td>\n<td>7.76<\/td>\n<td>7.45<\/td>\n<\/tr>\n<tr>\n<td>SongEval<\/td>\n<td><strong>8.12<\/strong><\/td>\n<td>7.87<\/td>\n<td>8.06<\/td>\n<td>7.65<\/td>\n<\/tr>\n<tr>\n<td>\u6b4c\u8bcd\u5bf9\u9f50<\/td>\n<td><strong>8.42<\/strong><\/td>\n<td>8.29<\/td>\n<td>8.42<\/td>\n<td>8.03<\/td>\n<\/tr>\n<tr>\n<td>\u97f3\u4e50\u6027<\/td>\n<td><strong>47.9<\/strong><\/td>\n<td>46.8<\/td>\n<td>45.2<\/td>\n<td>34.9<\/td>\n<\/tr>\n<tr>\n<td>\u81ea\u7136\u5ea6<\/td>\n<td><strong>35.8<\/strong><\/td>\n<td>34.2<\/td>\n<td>31.5<\/td>\n<td>24.8<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u5173\u952e\u7ed3\u8bba\uff1a<strong>\u5f00\u6e90\u6a21\u578b\u5728\u7efc\u5408\u8bc4\u5206\u4e0a\u5df2\u7ecf\u8ffd\u5e73\u751a\u81f3\u8d85\u8fc7\u4e86\u4e3b\u6d41\u5546\u4e1a\u4ea7\u54c1<\/strong>\u3002\u5c24\u5176\u662f\u81ea\u7136\u5ea6\u6307\u6807\uff0cv1.0 \u51e0\u4e4e\u662f 0\uff0cv1.5-XL \u76f4\u63a5\u5e72\u5230 35.8\uff0c\u8fdb\u6b65\u975e\u5e38\u5938\u5f20\u3002<\/p>\n<p><img decoding=\"async\" src=\"\/wp-content\/uploads\/2026\/06\/ace-step-model-zoo.webp\" alt=\"ACE-Step \u6a21\u578b\u77e9\u9635\" \/><\/p>\n<h2>\u600e\u4e48\u7528<\/h2>\n<h3>\u65b9\u5f0f\u4e00\uff1a\u5728\u7ebf\u4f53\u9a8c<\/h3>\n<p>\u4e0d\u7528\u88c5\u4efb\u4f55\u4e1c\u897f\u3002\u8bbf\u95ee <a href=\"https:\/\/huggingface.co\/spaces\/ACE-Step\/ACE-Step\">Hugging Face Space<\/a> \u6216 <a href=\"https:\/\/acemusic.ai\">acemusic.ai<\/a> \u76f4\u63a5\u5728\u6d4f\u89c8\u5668\u91cc\u73a9\u3002\u514d\u8d39\uff0c\u4f46\u6709\u6392\u961f\u3002<\/p>\n<h3>\u65b9\u5f0f\u4e8c\uff1a\u672c\u5730\u90e8\u7f72<\/h3>\n<pre><code>git clone https:\/\/github.com\/ace-step\/ACE-Step-1.5.git\ncd ACE-Step-1.5\npip install -r requirements.txt<\/code><\/pre>\n<p>\u6a21\u578b\u6743\u91cd\u4f1a\u81ea\u52a8\u4ece Hugging Face \u4e0b\u8f7d\u30028GB \u4ee5\u4e0b\u663e\u5b58\u5efa\u8bae\u52a0\u542f\u52a8\u53c2\u6570\uff1a<\/p>\n<pre><code>python generate.py \n  --torch_compile true \n  --cpu_offload true \n  --overlapped_decode true<\/code><\/pre>\n<p>macOS \u7528\u6237\u6ce8\u610f\uff1a\u9700\u8981\u52a0 <code>--bf16 false<\/code>\uff0c\u5426\u5219\u4f1a\u62a5\u9519\u3002<\/p>\n<p>\u4e0d\u540c\u786c\u4ef6\u7684\u751f\u6210\u901f\u5ea6\u53c2\u8003\uff1a<\/p>\n<table>\n<thead>\n<tr>\n<th>\u8bbe\u5907<\/th>\n<th>\u751f\u6210 1 \u5206\u949f\u97f3\u9891\u8017\u65f6<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>RTX 4090<\/td>\n<td>~2 \u79d2<\/td>\n<\/tr>\n<tr>\n<td>RTX 3090<\/td>\n<td>~5 \u79d2<\/td>\n<\/tr>\n<tr>\n<td>MacBook M2 Max<\/td>\n<td>~26 \u79d2<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3>\u65b9\u5f0f\u4e09\uff1aComfyUI<\/h3>\n<p>ComfyUI \u6709 ACE-Step \u7684\u81ea\u5b9a\u4e49\u8282\u70b9\uff0c\u53ef\u89c6\u5316\u62d6\u62fd\u64cd\u4f5c\uff0c\u9002\u5408\u4e0d\u60f3\u5199\u547d\u4ee4\u884c\u7684\u521b\u4f5c\u8005\u3002\u8fd8\u80fd\u548c Stable Diffusion\u3001\u89c6\u9891\u751f\u6210\u7b49\u5de5\u4f5c\u6d41\u4e32\u8054\u3002<\/p>\n<h2>\u6838\u5fc3\u529f\u80fd<\/h2>\n<p>ACE-Step v1.5 \u4e0d\u53ea\u662f&#8221;\u6587\u751f\u6b4c&#8221;\uff0c\u5b83\u6709\u51e0\u4e2a\u72ec\u5230\u7684\u7f16\u8f91\u80fd\u529b\uff1a<\/p>\n<p><strong>\u6587\u672c\u8f6c\u97f3\u4e50\uff08Text2Music\uff09<\/strong>\uff1a\u8f93\u5165\u98ce\u683c\u6807\u7b7e + \u6b4c\u8bcd \u2192 \u751f\u6210\u5b8c\u6574\u6b4c\u66f2\u3002\u652f\u6301 50+ \u79cd\u8bed\u8a00\uff0c\u4e2d\u6587\u6548\u679c\u5728\u7b2c\u4e00\u68af\u961f\u3002<\/p>\n<p><strong>\u91cd\u7ed8\uff08Repainting\uff09<\/strong>\uff1a\u4e0d\u6ee1\u610f\u67d0\u6bb5\u914d\u5668\uff1f\u4e0d\u7528\u91cd\u65b0\u751f\u6210\u6574\u9996\u6b4c\uff0c\u53ea\u6539\u6307\u5b9a\u90e8\u5206\u3002\u6bd4\u5982\u628a\u9f13\u6362\u6210\u771f\u9f13\uff0c\u628a\u5408\u6210\u5668\u8d1d\u65af\u6362\u6210 upright bass\u3002<\/p>\n<p><strong>\u6b4c\u8bcd\u7f16\u8f91\uff08Lyric Edit\uff09<\/strong>\uff1a\u4fdd\u7559\u65cb\u5f8b\u548c\u4eba\u58f0\u7684\u524d\u63d0\u4e0b\u4fee\u6539\u6b4c\u8bcd\u3002\u60f3\u6362\u4e2a\u8bcd\uff1f\u76f4\u63a5\u6539\uff0c\u4e0d\u7528\u4ece\u5934\u6765\u3002<\/p>\n<p><strong>\u53d8\u4f53\u751f\u6210\uff08Retake\uff09<\/strong>\uff1a\u4fdd\u6301\u57fa\u672c\u98ce\u683c\uff0c\u901a\u8fc7\u8c03\u8282\u566a\u58f0\u6df7\u5408\u6bd4\u4f8b\u751f\u6210\u4e0d\u540c\u7248\u672c\u3002\u6709\u70b9\u50cf Stable Diffusion \u7684&#8221;\u6362\u4e2a\u79cd\u5b50&#8221;\u3002<\/p>\n<p><strong>\u4eba\u58f0\u8f6c BGM<\/strong>\uff1a\u6709\u4eba\u58f0 Demo\uff0c\u60f3\u8981\u7eaf\u5668\u4e50\u4f34\u594f\uff1f\u4e00\u952e\u751f\u6210\u3002<\/p>\n<p><strong>LoRA \u4e2a\u6027\u5316<\/strong>\uff1a\u62ff\u51e0\u9996\u81ea\u5df1\u559c\u6b22\u7684\u6b4c\u5c31\u80fd\u8bad\u7ec3\u98ce\u683c LoRA\uff0c\u8ba9\u6a21\u578b\u5b66\u4f1a\u4f60\u7684\u53e3\u5473\u3002<\/p>\n<p><img decoding=\"async\" src=\"\/wp-content\/uploads\/2026\/06\/ace-step-application.webp\" alt=\"ACE-Step v1.5 \u529f\u80fd\u6982\u89c8\" \/><\/p>\n<h2>\u6709\u4ec0\u4e48\u5751<\/h2>\n<ol>\n<li><strong>\u663e\u5b58\u662f\u786c\u6307\u6807<\/strong>\uff1a\u867d\u7136\u5b98\u65b9\u8bf4 4GB \u80fd\u8dd1\uff0c\u4f46\u90a3\u662f\u6781\u9650\u72b6\u6001\u3002\u5b9e\u9645\u4f53\u9a8c\u4e0b\u6765\uff0c8GB \u4ee5\u4e0a\u624d\u6bd4\u8f83\u8212\u670d\u30024GB \u573a\u666f\u4e0b\u5fc5\u987b\u5f00 cpu_offload\uff0c\u751f\u6210\u901f\u5ea6\u4f1a\u660e\u663e\u4e0b\u964d\u3002<\/li>\n<li><strong>Mac \u7528\u6237\u4f53\u9a8c\u6253\u6298<\/strong>\uff1aM \u7cfb\u5217\u82af\u7247\u80fd\u8dd1\uff0c\u4f46\u901f\u5ea6\u6bd4 NVIDIA GPU \u6162 5-10 \u500d\u3002M2 Max \u751f\u6210 1 \u5206\u949f\u97f3\u9891\u8981 26 \u79d2\uff0c\u65e5\u5e38\u73a9\u73a9\u884c\uff0c\u6279\u91cf\u4ea7\u51fa\u8fd8\u662f\u5f97\u9760\u663e\u5361\u3002<\/li>\n<li><strong>\u957f\u66f2\u5b50\u7ed3\u6784\u5076\u5c14\u4f1a\u98d8<\/strong>\uff1a\u867d\u7136 v1.5 \u5728\u957f\u7a0b\u8fde\u8d2f\u6027\u4e0a\u6bd4 v1.0 \u8fdb\u6b65\u5f88\u5927\uff0c\u4f46\u751f\u6210 5 \u5206\u949f\u4ee5\u4e0a\u7684\u66f2\u5b50\u65f6\uff0c\u6bb5\u843d\u8fc7\u6e21\u5076\u5c14\u4f1a\u51fa\u73b0\u4e0d\u592a\u81ea\u7136\u7684\u8854\u63a5\u3002<\/li>\n<li><strong>\u4e2d\u6587\u6b4c\u8bcd\u5bf9\u9f50\u8fd8\u6709\u63d0\u5347\u7a7a\u95f4<\/strong>\uff1a\u6574\u4f53\u4e0d\u9519\uff0c\u4f46\u6d89\u53ca\u590d\u6742\u8282\u594f\u7684\u4e2d\u6587\u8bf4\u5531\uff0c\u54ac\u5b57\u548c\u8282\u594f\u7684\u5339\u914d\u5076\u5c14\u4f1a\u7ffb\u8f66\u3002\u5b98\u65b9\u5df2\u7ecf\u53d1\u5e03\u4e86\u4e13\u95e8\u7684\u4e2d\u6587\u8bf4\u5531 LoRA\uff08RapMachine\uff09\uff0c\u53ef\u4ee5\u7f13\u89e3\u8fd9\u4e2a\u95ee\u9898\u3002<\/li>\n<li><strong>\u9996\u6b21\u4e0b\u8f7d\u6a21\u578b\u9700\u8981\u65f6\u95f4<\/strong>\uff1a\u6a21\u578b\u6743\u91cd\u7ea6 7-8GB\uff0c\u7f51\u7edc\u4e0d\u597d\u7684\u65f6\u5019\u4e0b\u8f7d\u53ef\u80fd\u8981\u7b49\u4e00\u9635\u3002<\/li>\n<li><strong>\u8bb8\u53ef\u8bc1\u7ec6\u8282<\/strong>\uff1a\u6838\u5fc3\u6a21\u578b\u662f Apache 2.0\uff0c\u4f46\u67d0\u4e9b LoRA \u6743\u91cd\u6216\u7b2c\u4e09\u65b9\u96c6\u6210\u53ef\u80fd\u6709\u4e0d\u540c\u6761\u6b3e\u3002\u5546\u7528\u524d\u52a1\u5fc5\u4ed4\u7ec6\u6838\u5bf9\u3002<\/li>\n<\/ol>\n<h2>\u548c Suno\/Udio \u600e\u4e48\u9009<\/h2>\n<p>\u7b80\u5355\u8bf4\uff1a<\/p>\n<ul>\n<li><strong>\u8981\u7701\u4e8b\u3001\u4e0d\u5728\u4e4e\u6708\u8d39\u3001\u53ea\u7ba1\u51fa\u6b4c<\/strong> \u2192 Suno\/Udio<\/li>\n<li><strong>\u8981\u672c\u5730\u63a7\u5236\u3001\u53ef\u7f16\u8f91\u3001\u53ef\u5b9a\u5236\u3001\u96f6\u8ba2\u9605<\/strong> \u2192 ACE-Step<\/li>\n<li><strong>\u4e24\u8005\u90fd\u7528<\/strong> \u2192 \u65e5\u5e38\u5feb\u901f\u51fa\u7a3f\u7528 Suno\uff0c\u7cbe\u7ec6\u8c03\u6574\u7528 ACE-Step\uff0c\u4e5f\u662f\u5f88\u591a\u4eba\u7684\u9009\u62e9<\/li>\n<\/ul>\n<p>ACE-Step \u6700\u5927\u7684\u4f18\u52bf\u4e0d\u662f&#8221;\u6bd4 Suno \u5f3a&#8221;\uff0c\u800c\u662f<strong>\u53ef\u63a7\u6027<\/strong>\u3002\u91cd\u7ed8\u3001\u6b4c\u8bcd\u7f16\u8f91\u3001\u4eba\u58f0\u8f6c BGM 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