{"id":7874,"date":"2026-04-13T05:17:57","date_gmt":"2026-04-12T21:17:57","guid":{"rendered":"https:\/\/infernews.com\/blog\/?p=7874"},"modified":"2026-04-13T05:23:32","modified_gmt":"2026-04-12T21:23:32","slug":"the-most-powerful-local-music-generation-model-that-outperforms-almost-all-comme","status":"publish","type":"post","link":"https:\/\/infernews.com\/blog\/the-most-powerful-local-music-generation-model-that-outperforms-almost-all-comme\/","title":{"rendered":"ACE-Step-1.5\uff1a\u8d85\u8d8a\u5e7e\u4e4e\u6240\u6709\u5546\u696d\u66ff\u4ee3\u65b9\u6848\u7684\u6700\u5f37\u672c\u5730\u97f3\u6a02\u751f\u6210\u6a21\u578b\uff0c\u652f\u63f4 Mac\u3001AMD\u3001Intel \u548c CUDA \u88dd\u7f6e"},"content":{"rendered":"<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/04\/application_map-676ac4164509.jpg\" alt=\"StepFun Logo\" \/><figcaption>ace-step\/ACE-Step-1.5 on GitHub<\/figcaption><\/figure>\n<p>ACE-Step v1.5 \u662f\u4e00\u6b3e\u958b\u5275\u6027\u7684\u958b\u6e90\u97f3\u6a02\u751f\u6210\u6a21\u578b\uff0c\u5c07\u5546\u696d\u7d1a\u5225\u7684\u54c1\u8cea\u5e36\u5230\u6d88\u8cbb\u7d1a\u786c\u9ad4\u4e0a\uff0c\u4f7f\u5176\u6210\u70ba\u97f3\u6a02\u5275\u4f5c\u8005\u3001\u88fd\u4f5c\u4eba\u548c\u611b\u597d\u8005\u7684\u7121\u50f9\u5de5\u5177\u3002\u8a72\u6a21\u578b\u64c5\u9577\u5feb\u901f\u751f\u6210\u9ad8\u54c1\u8cea\u97f3\u6a02\uff0c\u80fd\u5920\u5728 A100 GPU \u4e0a\u65bc\u4e0d\u5230 2 \u79d2\u5167\u751f\u6210\u5b8c\u6574\u6b4c\u66f2\uff0c\u5728 RTX 3090 \u4e0a\u5247\u5728\u4e0d\u5230 10 \u79d2\u5167\u5b8c\u6210\u3002\u5176\u6548\u7387\u548c\u6027\u80fd\u4f7f\u5ee3\u6cdb\u7684\u4f7f\u7528\u8005\u7fa4\u9ad4\uff0c\u5f9e\u696d\u9918\u611b\u597d\u8005\u5230\u5c08\u696d\u88fd\u4f5c\u4eba\uff0c\u90fd\u80fd\u5229\u7528\u5148\u9032\u7684\u97f3\u6a02\u751f\u6210\u80fd\u529b\uff0c\u800c\u7121\u9700\u4f9d\u8cf4\u6602\u8cb4\u7684\u5546\u696d\u8edf\u9ad4\u3002<\/p>\n<p>\u5c0d\u65bc\u8003\u616e\u4f7f\u7528 ACE-Step v1.5 \u7684\u4f7f\u7528\u8005\uff0c\u9996\u5148\u61c9\u95dc\u6ce8\u5176\u6df7\u5408\u67b6\u69cb\uff0c\u8a72\u67b6\u69cb\u7d50\u5408\u4e86\u8a9e\u8a00\u6a21\u578b\uff08LM\uff09\u8207\u64f4\u6563\u8b8a\u63db\u5668\uff08DiT\uff09\u3002LM \u4f5c\u70ba\u898f\u5283\u8005\uff0c\u5c07\u4f7f\u7528\u8005\u67e5\u8a62\u8f49\u63db\u70ba\u5168\u9762\u7684\u6b4c\u66f2\u85cd\u5716\uff0c\u800c DiT \u5247\u5408\u6210\u5be6\u969b\u7684\u97f3\u983b\u3002\u9019\u7a2e\u7368\u7279\u7684\u8a2d\u7f6e\u5141\u8a31\u5c0d\u97f3\u6a02\u751f\u6210\u904e\u7a0b\u9032\u884c\u7cbe\u78ba\u63a7\u5236\uff0c\u4f7f\u4f7f\u7528\u8005\u80fd\u5920\u5275\u5efa\u5f9e\u77ed\u5faa\u74b0\u5230 10 \u5206\u9418\u4f5c\u54c1\u7684\u5404\u7a2e\u7d44\u6210\u3002\u8a72\u6a21\u578b\u652f\u63f4\u8d85\u904e 1000 \u7a2e\u6a02\u5668\u548c\u98a8\u683c\uff0c\u63d0\u4f9b\u7d30\u7dfb\u7684\u97f3\u8272\u63cf\u8ff0\uff0c\u4ee5\u6eff\u8db3\u591a\u6a23\u5316\u7684\u97f3\u6a02\u504f\u597d\u3002<\/p>\n<p>\u5728\u5be6\u969b\u61c9\u7528\u4e2d\uff0cACE-Step v1.5 \u901a\u904e\u4f7f\u7528 LM \u751f\u6210\u5143\u6578\u64da\u3001\u6b4c\u8a5e\u548c\u5b57\u5e55\uff0c\u900f\u904e\u93c8\u5f0f\u601d\u7dad\u4f86\u5f15\u5c0e DiT \u5408\u6210\u97f3\u6a02\u3002\u9019\u7a2e\u5167\u5728\u7684\u5f37\u5316\u5b78\u7fd2\u65b9\u6cd5\u78ba\u4fdd\u4e86\u5c0d\u9f4a\uff0c\u800c\u4e0d\u53d7\u5916\u90e8\u504f\u898b\u7684\u5f71\u97ff\uff0c\u5f9e\u800c\u751f\u6210\u7dca\u5bc6\u9075\u5faa\u4f7f\u7528\u8005\u63d0\u793a\u7684\u97f3\u6a02\u3002\u4f7f\u7528\u8005\u9084\u53ef\u4ee5\u900f\u904e\u8f15\u91cf\u7d1a LoRA \u8a13\u7df4\u4f86\u500b\u6027\u5316\u6a21\u578b\uff0c\u50c5\u9700\u5e7e\u9996\u6b4c\u66f2\u5373\u53ef\u6355\u6349\u4ed6\u5011\u7368\u7279\u7684\u98a8\u683c\u3002\u6b64\u529f\u80fd\u5c0d\u65bc\u5e0c\u671b\u5275\u4f5c\u51fa\u53cd\u6620\u500b\u4eba\u98a8\u683c\u7684\u85dd\u8853\u5bb6\u7279\u5225\u6709\u76ca\u3002<\/p>\n<p>ACE-Step v1.5 \u7684\u512a\u52e2\u5c0d\u65bc\u9700\u8981\u591a\u529f\u80fd\u548c\u9ad8\u54c1\u8cea\u97f3\u6a02\u751f\u6210\u5de5\u5177\u7684\u97f3\u6a02\u5275\u4f5c\u8005\u4f86\u8aaa\u6700\u70ba\u986f\u8457\u3002\u5b83\u652f\u63f4\u8d85\u904e 50 \u7a2e\u8a9e\u8a00\u7684\u591a\u8a9e\u8a00\u6b4c\u8a5e\uff0c\u5141\u8a31\u5168\u7403\u7bc4\u570d\u7684\u5275\u610f\u8868\u9054\u3002\u6b64\u5916\uff0c\u8a72\u6a21\u578b\u9084\u63d0\u4f9b\u5404\u7a2e\u7de8\u8f2f\u529f\u80fd\uff0c\u5982\u5c01\u9762\u751f\u6210\u3001\u91cd\u65b0\u7e6a\u88fd\u548c\u4eba\u8072\u8f49 BGM \u8f49\u63db\uff0c\u589e\u5f37\u4e86\u5176\u5728\u5275\u610f\u5de5\u4f5c\u6d41\u7a0b\u4e2d\u7684\u5be6\u7528\u6027\u3002\u5167\u5bb9\u5275\u4f5c\u8005\u3001\u97f3\u6a02\u88fd\u4f5c\u4eba\u548c\u85dd\u8853\u5bb6\u53ef\u4ee5\u5c07 ACE-Step v1.5 \u7121\u7e2b\u6574\u5408\u5230\u4ed6\u5011\u7684\u5c08\u6848\u4e2d\uff0c\u5f9e\u5176\u901f\u5ea6\u3001\u54c1\u8cea\u548c\u9748\u6d3b\u6027\u4e2d\u53d7\u76ca\u3002<\/p>\n<div class=\"lyte-wrapper\" title=\"ACE-Step 1.5 XL = Free Music Generation in ComfyUI!\" style=\"width:853px;max-width:100%;margin:5px auto;\"><div class=\"lyMe\" id=\"WYL_jYygjz6Gby4\" itemprop=\"video\" itemscope itemtype=\"https:\/\/schema.org\/VideoObject\"><div><meta itemprop=\"thumbnailUrl\" content=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FjYygjz6Gby4%2Fhqdefault.jpg\" \/><meta itemprop=\"embedURL\" content=\"https:\/\/www.youtube.com\/embed\/jYygjz6Gby4\" \/><meta itemprop=\"duration\" content=\"PT22M34S\" \/><meta itemprop=\"uploadDate\" content=\"2026-04-11T15:17:00Z\" \/><\/div><div id=\"lyte_jYygjz6Gby4\" data-src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FjYygjz6Gby4%2Fhqdefault.jpg\" class=\"pL\"><div class=\"tC\"><div class=\"tT\" itemprop=\"name\">ACE-Step 1.5 XL = Free Music Generation in ComfyUI!<\/div><\/div><div class=\"play\"><\/div><div class=\"ctrl\"><div class=\"Lctrl\"><\/div><div class=\"Rctrl\"><\/div><\/div><\/div><noscript><a href=\"https:\/\/youtu.be\/jYygjz6Gby4\" rel=\"nofollow\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FjYygjz6Gby4%2F0.jpg\" alt=\"ACE-Step 1.5 XL = Free Music Generation in ComfyUI!\" width=\"853\" height=\"460\" \/><br \/>Watch this video on YouTube<\/a><\/noscript><meta itemprop=\"description\" content=\"NEW Ace Step models are here and you can use them free free on your own computer at home using the power of ComfyUI. ACE-Step 1.5 XL (4B DiT) Released! \u2014 They introduce the XL series with a 4B-parameter DiT decoder for higher audio quality. Three variants available: xl-base, xl-sft, xl-turbo. Requires \u226512GB VRAM (with offload), \u226520GB recommended. The project comes with a lovely MIT licence and so is fully Free and Open Source (FOSS). You can also use their gradio interface if you like, or various other which have been made available since the first launch of 1.5 Because I like to experiment with things I&#039;ve also been playing with latents and conditioning, so why not have a listen to some of the strange results :) == Get Workflows! == Looking to support the channel? Or perhaps you just want to snag the featured workflow READY-MADE for you? Skip the D.I.Y &amp; jump straight in using the link below: https:\/\/www.patreon.com\/posts\/ace-step-1-5-xl-155355858 == Join this channel to get access to perks == https:\/\/www.youtube.com\/channel\/UC4-5v-f-xKnbi1yaAuRSi_w\/join == More Links == ComfyUI - https:\/\/github.com\/Comfy-Org\/ComfyUI ACE-Step - https:\/\/github.com\/ace-step\/ACE-Step-1.5 == Comfy Cloud == Worried your computer isn&#039;t up to the job? Think you don&#039;t have enough RAM or VRAM and don&#039;t want to even try on your own PC? Then why not jump straight to Comfy Cloud - the easiest way to use Comfy online without worry! https:\/\/www.comfy.org\/cloud (Now with FREE tier! - https:\/\/blog.comfy.org\/p\/free-tier-arrives-in-comfy-cloud) == Beginner&#039;s Guides! == Just starting out? ComfyUI has been around for a while now, but my older videos still stand strong and provide a firm base to start from. * LEARN how to get Comfy installed the RIGHT way. * Avoid those weird, obfuscated installers which stunt your learning. * Skip the confusion + any strange errors in the future from using an installer. * UNDERSTAND the workflow creation process. 1. Installing Anaconda for MS Windows Beginners - https:\/\/youtu.be\/OjOn0Q_U8cY 2. Installing ComfyUI for Beginners - https:\/\/youtu.be\/2r3uM_b3zA8 3. ComfyUI Workflows for Beginners - https:\/\/youtu.be\/VM9snsuoqBc == The VERY BEST ComfyUI Playlist! == Is this tutorial too advanced? Do you need to learn more? Don&#039;t worry - I&#039;ve got YEARS of video tutorials! Go back to where it all started and catch up in no time from a REAL HUMAN TUTOR: https:\/\/www.youtube.com\/playlist?list=PLjC8P1vEncQDahWnl_WKYsjF_tmIDXWEa == Computing == \ud83d\udd27 For a viable AI experience using your own hardware, I suggest: * Ubuntu (I am because we are) \ud83d\udc26 * An Nvidia GPU (16 GB VRAM min, 24+ GB better) * 64+ GB RAM * 2+ TB SSD * CPU with 6+ cores == Contents == 0:00 Introduction to Ace Step 1.5 XL 0:23 Using Ace Step in ComfyUI 1:21 Ace Step 1.5 XL Turbo 4:25 Ace Step 1.5 Turbo (previous) 5:55 Ace Step 1.5 XL SFT 6:53 Ace Step 1.5 SFT (previous) 7:53 Why APG is a good idea 9:02 Ace Step 1.5 XL Base 10:43 Ace Step 1.5 XL Turbo Experimentation\"><\/div><\/div><div class=\"lL\" style=\"max-width:100%;width:853px;margin:5px auto;\"><\/div><\/p>\n<p>\u7136\u800c\uff0c\u4e5f\u6709\u4e00\u4e9b\u6b0a\u8861\u9700\u8981\u8003\u616e\u3002\u5118\u7ba1 ACE-Step v1.5 \u9ad8\u5ea6\u9ad8\u6548\uff0c\u4f46\u5176\u6027\u80fd\u56b4\u91cd\u4f9d\u8cf4\u65bc\u6240\u4f7f\u7528\u7684\u786c\u9ad4\u3002\u4f7f\u7528\u8f03\u5f31 GPU \u7684\u4f7f\u7528\u8005\u53ef\u80fd\u6703\u7d93\u6b77\u8f03\u6162\u7684\u751f\u6210\u6642\u9593\u6216\u6a21\u578b\u5927\u5c0f\u7684\u9650\u5236\u3002\u8a72\u6a21\u578b\u9084\u9700\u8981\u81f3\u5c11 4GB \u7684 VRAM \u624d\u80fd\u672c\u5730\u904b\u884c\uff0c\u9019\u5c0d\u65bc\u67d0\u4e9b\u4f7f\u7528\u8005\u4f86\u8aaa\u53ef\u80fd\u662f\u4e00\u500b\u9650\u5236\u3002\u6b64\u5916\uff0c\u751f\u6210\u7684\u97f3\u6a02\u54c1\u8cea\uff0c\u96d6\u7136\u4ee4\u4eba\u5370\u8c61\u6df1\u523b\uff0c\u4f46\u5728\u67d0\u4e9b\u60c5\u6cc1\u4e0b\u53ef\u80fd\u7121\u6cd5\u5b8c\u5168\u5339\u914d\u4eba\u985e\u5275\u4f5c\u7684\u7d44\u6210\u7684\u7d30\u5fae\u5dee\u7570\u3002\u4f7f\u7528\u8005\u61c9\u6e96\u5099\u5c0d\u8f38\u51fa\u9032\u884c\u5fae\u8abf\u548c\u8abf\u6574\uff0c\u4ee5\u66f4\u597d\u5730\u6eff\u8db3\u4ed6\u5011\u7684\u7279\u5b9a\u9700\u6c42\u3002<\/p>\n<p>\u70ba\u4e86\u5145\u5206\u5229\u7528 ACE-Step v1.5\uff0c\u4f7f\u7528\u8005\u61c9\u719f\u6089\u5176\u5404\u7a2e\u529f\u80fd\u548c\u8a2d\u7f6e\u3002\u8a72\u6a21\u578b\u63d0\u4f9b\u591a\u7a2e\u8a9e\u8a00\u7684\u5ee3\u6cdb\u6587\u6a94\uff0c\u5305\u62ec Gradio Web UI\u3001Studio UI\u3001VST3 \u63d2\u4ef6\u3001Python API\u3001REST API \u548c CLI \u7684\u6307\u5357\u3002\u9019\u4e9b\u8cc7\u6e90\u63d0\u4f9b\u4e86\u8a73\u7d30\u7684\u8aaa\u660e\uff0c\u5f9e\u57fa\u672c\u7684\u97f3\u6a02\u751f\u6210\u5230\u9ad8\u7d1a\u81ea\u8a02\u548c\u8a13\u7df4\uff0c\u5982\u4f55\u6709\u6548\u5730\u4f7f\u7528\u8a72\u6a21\u578b\u3002\u900f\u904e\u63a2\u7d22\u9019\u4e9b\u5de5\u5177\uff0c\u4f7f\u7528\u8005\u53ef\u4ee5\u91cb\u653e ACE-Step v1.5 \u7684\u5168\u90e8\u6f5b\u529b\uff0c\u5275\u4f5c\u51fa\u7b26\u5408\u4ed6\u5011\u5275\u610f\u9858\u666f\u7684\u97f3\u6a02\u3002<\/p>\n<p>\u7e3d\u4e4b\uff0cACE-Step v1.5 \u4ee3\u8868\u4e86\u958b\u6e90\u97f3\u6a02\u751f\u6210\u9818\u57df\u7684\u91cd\u5927\u9032\u6b65\uff0c\u70ba\u5275\u4f5c\u8005\u63d0\u4f9b\u4e86\u4e00\u500b\u5f37\u5927\u4e14\u591a\u529f\u80fd\u7684\u5de5\u5177\u3002\u5176\u901f\u5ea6\u3001\u54c1\u8cea\u548c\u81ea\u8a02\u9078\u9805\u7684\u7d50\u5408\uff0c\u4f7f\u5176\u6210\u70ba\u4efb\u4f55\u5e0c\u671b\u63d0\u5347\u97f3\u6a02\u88fd\u4f5c\u80fd\u529b\u7684\u4eba\u7684\u5bf6\u8cb4\u8cc7\u7522\u3002\u5118\u7ba1\u5b58\u5728\u4e00\u4e9b\u786c\u9ad4\u548c\u54c1\u8cea\u65b9\u9762\u7684\u8003\u616e\uff0c\u4f46\u5c0d\u65bc\u5927\u591a\u6578\u4f7f\u7528\u8005\u4f86\u8aaa\uff0c\u4f7f\u7528 ACE-Step v1.5 \u7684\u597d\u8655\u9060\u9060\u8d85\u904e\u4e86\u6b0a\u8861\u3002\u900f\u904e\u5229\u7528\u5176\u5148\u9032\u7684\u529f\u80fd\u548c\u5ee3\u6cdb\u7684\u6587\u6a94\uff0c\u5275\u4f5c\u8005\u53ef\u4ee5\u7522\u751f\u9ad8\u54c1\u8cea\u7684\u97f3\u6a02\uff0c\u53cd\u6620\u4ed6\u5011\u7368\u7279\u7684\u98a8\u683c\u548c\u9858\u666f\u3002<\/p>\n<p><strong>Source:<\/strong> <a href=\"https:\/\/github.com\/ace-step\/ACE-Step-1.5\" rel=\"noopener noreferrer\">https:\/\/github.com\/ace-step\/ACE-Step-1.5<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>ACE-Step v1.5 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