{"id":2791,"date":"2026-08-11T21:39:58","date_gmt":"2026-08-11T13:39:58","guid":{"rendered":"https:\/\/api.launch.chuchuang.work\/2791.html"},"modified":"2026-08-11T21:39:58","modified_gmt":"2026-08-11T13:39:58","slug":"acestep","status":"publish","type":"post","link":"https:\/\/api.launch.chuchuang.work\/2791.html","title":{"rendered":"AceStep v1.5"},"content":{"rendered":"\u524d\u8a00\nACE-Step 1.5 \u662f\u4e00\u6b3e\u5f00\u6e90\u97f3\u4e50\u6a21\u578b\uff0c\u5728 A100 \u663e\u5361\u4e0a\u4ec5\u9700\u7ea6 2 \u79d2\u5373\u53ef\u751f\u6210\u5b8c\u6574\u6b4c\u66f2\u3002\u652f\u6301\u672c\u5730\u8fd0\u884c\uff0c\u663e\u5b58\u5360\u7528\u4ec5\u9700 4GB \u5de6\u53f3\uff08\u666e\u901a PC \u5373\u53ef\u7545\u73a9\uff09\uff0c\u4e14\u5728\u591a\u9879\u4e3b\u6d41\u8bc4\u6d4b\u6307\u6807\u4e0a\u5747\u8d85\u8d8a\u4e86\u76ee\u524d\u7684\u9876\u7ea7\u5546\u7528\u53ca\u5f00\u6e90\u6a21\u578b\u3002\n\u76ee\u524d\uff0c\u8fd9\u4e2a\u9886\u57df\u57fa\u672c\u88ab\u5546\u7528\u95ed\u6e90\u6a21\u578b\u5784\u65ad\u3002\u8fd9\u610f\u5473\u7740\u6211\u4eec\u7684\u201c\u521b\u4f5c\u6743\u201d\u5f80\u5f80\u88ab\u7ed1\u5b9a\u5728\u7279\u5b9a\u7684 App \u6216\u6a21\u578b\u4e0a\u3002\u4e00\u65e6\u5931\u53bb\u8bbf\u95ee\u6743\u9650\uff0c\u6216\u8005\u6a21\u578b\u53d1\u751f\u4e86\u975e\u4f60\u6240\u613f\u7684\u53d8\u52a8\uff0c\u4f60\u7684\u521b\u4f5c\u80fd\u529b\u53ef\u80fd\u4e00\u591c\u4e4b\u95f4\u53d7\u5230\u6253\u51fb\u3002\n\u901a\u8fc7 ACE-Step 1.5 \uff0c\u6211\u4eec\u5e0c\u671b\u6253\u7834\u8fd9\u79cd\u4f9d\u8d56\uff0c\u4e3a\u4e16\u754c\u63d0\u4f9b\u4e00\u4e2a\u771f\u6b63\u5177\u6709\u7ade\u4e89\u529b\u7684\u5f00\u6e90\u9009\u62e9\u3002\u6211\u4eec\u8ba4\u4e3a\u521b\u4f5c\u8005\u5e94\u5f53\u80fd\u591f\uff1a\u5728\u81ea\u5df1\u7684\u7535\u8111\u4e0a\u8fd0\u884c\u5e76\u5b8c\u5168\u638c\u63a7\u6a21\u578b\uff1b\u4f7f\u7528\u81ea\u5df1\u7684\u4f5c\u54c1\u8fdb\u884c Fine-tune \uff08\u5fae\u8c03\uff09\uff1b\u65e0\u9700\u518d\u4e3a\u9690\u79c1\u548c\u6570\u636e\u6cc4\u9732\u611f\u5230\u7126\u8651\u3002\n\u6838\u5fc3\u7279\u6027\uff1a\n\ud83d\ude80 \u6781\u901f\u751f\u6210\uff1a\u5728\u5355\u5361 A100 \u4e0a\uff0c\u751f\u6210\u4e00\u9996 3 \u5206\u949f\u7684\u5b8c\u6574\u6b4c\u66f2\u4ec5\u9700\u7ea6 2 \u79d2\u3002\u5728\u6d88\u8d39\u7ea7\u663e\u5361\u4e0a\u8868\u73b0\u4f9d\u7136\u51fa\u8272\uff1aRTX 3090 \u7ea6 10 \u79d2\u5373\u53ef\u5b8c\u6210\uff0c\u4e14\u663e\u5b58\u5360\u7528\u4ec5\u9700 4GB \u5de6\u53f3\u3002\n\ud83c\udfa7 \u4e13\u4e1a\u54c1\u8d28\uff1a\u5728\u4e3b\u6d41\u8bc4\u6d4b\u6307\u6807\uff08 SongEval & AudioBox \uff09\u4e0a\uff0c\u5176\u8868\u73b0\u5df2\u8d85\u8d8a SUNO \u7b49\u5546\u4e1a\u6a21\u578b\uff0c\u5e76\u4e0e\u73b0\u6709\u7684\u5f00\u6e90\u6a21\u578b\u62c9\u5f00\u4e86\u663e\u8457\u5dee\u8ddd\u3002\n\ud83c\udfa8 \u9ad8\u7075\u6d3b\u6027\uff1a\u521b\u4f5c\u8005\u53ea\u9700\u63d0\u4f9b\u5c11\u91cf\u6b4c\u66f2\u5373\u53ef\u8bad\u7ec3\u4e13\u5c5e LoRA \uff0c\u7cbe\u51c6\u6355\u6349\u5e76\u590d\u523b\u7279\u5b9a\u7684\u97f3\u4e50\u98ce\u683c\u3002\n\ud83d\udee1\ufe0f \u5b89\u5168\u5408\u89c4\uff1a\u8bad\u7ec3\u6570\u636e\u5b8c\u5168\u57fa\u4e8e\u6388\u6743\u7d20\u6750 + \u5408\u6210\u6570\u636e\uff0c\u89c4\u907f\u7248\u6743\u4e89\u8bae\u3002\n\ud83d\udd27\u4e30\u5bcc\u4e14\u5b9e\u7528\u7684\u529f\u80fd\uff1a\n\u5168\u66f2\u751f\u6210 (Full song generation)\n\u7ffb\u5531\/\u5c01\u9762\u91cd\u7ed8 (Song cover \/ Repainting)\n\u4f34\u594f\u97f3\u8f68\u53e0\u52a0 (\u57fa\u4e8e\u73b0\u6709\u8f68\u9053\u6dfb\u52a0 Stem)\n\u751f\u6210\u5f0f\u97f3\u8f68\u62c6\u5206 (Generative stem splitting)\n\u6b4c\u66f2\u7eed\u5199\/\u8865\u5168 (Song completion)\n\u7531\u4e8e\u5176\u6781\u5feb\u7684\u751f\u6210\u901f\u5ea6\u548c\u672c\u5730\u8fd0\u884c\u7684\u7279\u6027\uff0cACE-Step 1.5 \u89e3\u9501\u4e86\u8bb8\u591a\u5168\u65b0\u7684\u5de5\u4f5c\u6d41\uff1a\n\u4e00\u3001\u6279\u91cf\u751f\u6210 + \u81ea\u52a8\u8bc4\u5206 (Batch Generation & Auto Scoring)\n\u5f97\u76ca\u4e8e\u672c\u5730\u90e8\u7f72\u7684\u9ad8\u6548\u7387\uff0c\u4f60\u5b8c\u5168\u53ef\u4ee5\u9488\u5bf9\u540c\u4e00\u4e2a Prompt \u4e00\u6b21\u6027\u751f\u6210 100 \u4e2a\u7248\u672c\uff0c\u4ece\u4e2d\u6311\u9009\u6700\u5b8c\u7f8e\u7684\u4e00\u4e2a\u3002 \u4e3a\u4e86\u914d\u5408\u8fd9\u4e00\u5de5\u4f5c\u6d41\uff0c\u6211\u4eec\u540c\u6b65\u5f00\u6e90\u4e86\u4e00\u4e2a Reward Model \uff08\u5956\u52b1\u6a21\u578b\uff09\u3002\u4f60\u53ef\u4ee5\u8ba9\u6a21\u578b\u81ea\u52a8\u4e3a\u8fd9 100 \u9996\u751f\u6210\u7684\u6b4c\u66f2\u6253\u5206\uff0c\u4f60\u53ea\u9700\u8981\u76f4\u63a5\u5bfc\u51fa\u5206\u6570\u6700\u9ad8\u7684\u90a3\u9996\u5373\u53ef\u3002\u8fd9\u79cd\u201c\u5927\u529b\u51fa\u5947\u8ff9\u201d\u7684\u65b9\u5f0f\u80fd\u8ba9\u4f60\u5728\u6781\u77ed\u65f6\u95f4\u5185\u83b7\u5f97\u9ad8\u8d28\u91cf\u7684\u6210\u54c1\u3002\n\u4e8c\u3001LoRA fine-tuning:\n\u53ea\u8981\u6709\u51e0\u9996\u6b4c\uff0c\u6216\u8005\u51e0\u5341\u9996\u6b4c\uff0c\u4f60\u5c31\u80fd\u8bad\u7ec3\u81ea\u5df1\u7684 LoRA \u3002\u5728\u6211\u4eec\u7684\u5b9e\u9a8c\u4e2d\uff0c\u6211\u4eec\u7528 8 \u9996\u6625\u8282\u98ce\u683c\u7684\u6b4c\u66f2\u8bad\u7ec3\u4e86\u4e00\u53f0 LoRA \u3002\u4e4b\u540e\uff0c\u5f53\u6211\u4eec\u521b\u4f5c\u51fa\u5b8c\u5168\u4e0d\u540c\u7684\u66f2\u98ce\uff0c\u6bd4\u5982\u60c5\u6b4c\u3001\u7235\u58eb\u548c\u6447\u6eda\u65f6\uff0c\u5b83\u4eec\u90fd\u5e26\u6709\u6d53\u539a\u7684\u4e2d\u56fd\u65b0\u5e74\u6c1b\u56f4\u3002LoRA \u8ba9\u521b\u4f5c\u8005\u53ef\u4ee5\u7528\u81ea\u5df1\u7684\u97f3\u4e50\u5fae\u8c03\u98ce\u683c\u3002\u5b83\u4ece\u4f60\u7684\u6b4c\u66f2\u4e2d\u5b66\u4e60\uff0c\u6355\u6349\u4f60\u7684\u98ce\u683c\u3002\u800c\u4e14\u56e0\u4e3a\u4f60\u672c\u5730\u8fd0\u884c\uff0c\u4f60\u62e5\u6709 LoRA \uff0c\u4e0d\u7528\u592a\u62c5\u5fc3\u6570\u636e\u6cc4\u9732\u3002\n\u4e09\u3001Cover\n\u8f93\u5165\u4efb\u610f\u6b4c\u66f2\uff0c\u7136\u540e\u63d0\u4f9b\u63d0\u793a\u548c\u6b4c\u8bcd\uff0c\u4f60\u5c31\u80fd\u5c06\u66f2\u76ee\u8f6c\u6362\u6210\u4e0d\u540c\u7684\u98ce\u683c\u3002\u6211\u4eec\u5c1d\u8bd5\u8fc7\u628a\u4e00\u9996\u4ee5\u4eba\u58f0\u4e3a\u4e3b\u7684\u6d41\u884c\u6b4c\u66f2\u6539\u7f16\u6210\u5408\u6210\u5668\u9a71\u52a8\u7684\u5668\u4e50\u821e\u66f2\uff0c\u4e5f\u5c1d\u8bd5\u628a\u4e00\u9996\u67d4\u548c\u7684\u5973\u58f0\u6b4c\u6539\u7f16\u6210\u7537\u6027\u6447\u6eda\u7248\u672c\u3002\u8fd9\u4e0e\u300a SUNO \u300b\u7684\u7ffb\u5531\u7279\u8272\u7565\u6709\u4e0d\u540c\uff1a\u5b83\u4fdd\u7559\u4e86\u8f93\u5165\u6b4c\u66f2\u7684\u7ed3\u6784\u548c\u65f6\u957f\uff0c\u4f46\u91cd\u65b0\u6784\u60f3\u4e86\u65cb\u5f8b\u548c\u4e50\u5668\u7f16\u5236\u3002\u4f60\u7528\u5b83\u6253\u9020\u4ec0\u4e48\u53d6\u51b3\u4e8e\u4f60\u7684\u521b\u9020\u529b\uff0c\u6211\u4eec\u8feb\u4e0d\u53ca\u5f85\u60f3\u770b\u5230\u4f60\u7684\u4f5c\u54c1\u3002\n\u56db\u3001Repainting:\n\u8fd9\u662f\u4e2a\u975e\u5e38\u65b9\u4fbf\u7684\u529f\u80fd\u3002\u4f60\u52a0\u8f7d\u4e00\u9996\u6b4c\uff0c\u9009\u4e2d\u4e00\u6bb5\uff0c\u70b9\u51fb\u201cRepaint\u201d\uff0c\u7136\u540e\u91cd\u65b0\u751f\u6210\u8be5\u6bb5\uff0c\u540c\u65f6\u4fdd\u6301\u4e4b\u524d\u548c\u4e4b\u540e\u7684\u97f3\u9891\u3002\u5982\u679c\u4f60\u4e0d\u559c\u6b22\u4e00\u5c0f\u90e8\u5206\u5f88\u68d2\u7684\u8d5b\u9053\uff0c\u53ef\u4ee5\u7ee7\u7eed\u91cd\u65b0\u7c89\u5237\u90a3\u6bb5\u3002\u662f\u7684\uff0cACE-Step \u5f88\u5feb\uff0c\u6240\u4ee5\u4f60\u53ef\u4ee5\u91cd\u6d82 100 \u6b21\uff0c\u9009\u4e2d\u4f60\u559c\u6b22\u7684\u90a3\u4e2a\u3002\n\u4e94\u3001Vibe DJ \u2014 \u4e00\u6b3e\u6709\u8da3\u7684\u793e\u533a\u5e94\u7528\n\u5229\u7528 ACE-Step \u7684\u672c\u5730\u8fd0\u884c\u65f6\u3001\u9ad8\u901f\u548c\u91cd\u7ed8\u529f\u80fd\uff0c\u4e00\u4f4d\u793e\u533a\u5f00\u53d1\u8005\u5f00\u53d1\u4e86\u4e00\u4e2a\u975e\u5e38\u9177\u7684\u5e94\u7528\uff0c\u53eb VibeDJ \u3002\u6bcf\u6b21\u8f93\u5165\u63d0\u793a\u65f6\uff0c\u6a21\u578b\u90fd\u4f1a\u751f\u6210\u4e00\u4e2a\u56fa\u5b9a\u957f\u5ea6\u7684\u7247\u6bb5\u5e76\u64ad\u653e\u3002\u64ad\u653e\u65f6\uff0c\u4f60\u8f93\u5165\u4e0b\u4e00\u4e2a\u63d0\u793a\uff0c\u7136\u540e\u7528 Repaint \u751f\u6210\u4e0b\u4e00\u4e2a\u7247\u6bb5\uff0c\u8fd9\u6837\u5b83\u5c31\u80fd\u65e0\u7f1d\u8fde\u63a5\u4e0a\u4e00\u4e2a\u7247\u6bb5\u3002\u8fd9\u80fd\u8ba9\u4efb\u4f55\u4eba\u901a\u8fc7\u81ea\u7136\u8bed\u8a00\u63d0\u793a\u53d8\u6210 DJ \u3002\u4f60\u662f\u901a\u8fc7\u6253\u5b57\u800c\u4e0d\u662f\u6df7\u97f3\u6765\u201cDJ\u201d\u7684\u3002\u60f3\u8c61\u4e00\u4e0b\uff0c\u5728\u5bb6\u5ead\u6d3e\u5bf9\u4e0a\u62ff\u51fa\u7b14\u8bb0\u672c\u7535\u8111\uff0c\u4e3a\u5927\u5bb6\u73b0\u573a\u4e3b\u6301\u4e00\u573a VibeDJ \u8868\u6f14\u3002\u8fd9\u6b63\u662f\u672c\u5730\u5b9e\u65f6\u751f\u6210\u6240\u80fd\u5b9e\u73b0\u7684\u3002\nComfyUI \u96c6\u6210\n\u6211\u4eec\u5f88\u9ad8\u5174\u5730\u544a\u8bc9\u5927\u5bb6\uff0cACE-Step 1.5 \u5df2\u7ecf\u5728 ComfyUI \u4e0a\u63d0\u4f9b\uff0c\u8fd9\u5f97\u76ca\u4e8e\u4ed6\u4eec\u7684 day-0 \u652f\u6301 \ud83d\ude4c\n\u6559\u7a0b\uff08\u5982\u4f55\u5728 ComfyUI \u4e2d\u4f7f\u7528 ACE-Step 1.5 \uff09\uff1a https:\/\/blog.comfy.org\/p\/ace-step-15-is-now-available-in-comfyui\n\u5728 ACE-Step 1.5 \u4e2d\uff0c\u552f\u4e00\u7684\u9650\u5236\u5c31\u662f\u4f60\u7684\u60f3\u8c61\u529b\n\u8bf7\u5728\u8fd9\u91cc\u63a2\u7d22 ACE-Step \u4ed3\u5e93\ud83d\udc47\nhttps:\/\/github.com\/ace-step\/ACE-Step-1.5\n\u5982\u679c\u4f60\u559c\u6b22 ACE-Step 1.5 \uff0c\u8bf7\u5e2e\u5fd9\u7ed9\u4ed3\u5e93\u52a0\u661f\u53f7\uff01","protected":false},"excerpt":{"rendered":"\u524d\u8a00 ACE-Step 1.5 \u662f\u4e00\u6b3e\u5f00\u6e90\u97f3\u4e50\u6a21\u578b\uff0c\u5728 A100 \u663e\u5361\u4e0a\u4ec5\u9700\u7ea6 2 \u79d2\u5373\u53ef\u751f\u6210\u5b8c\u6574\u6b4c\u66f2\u3002\u652f\u6301\u672c\u5730\u8fd0\u884c\uff0c\u663e\u5b58\u5360\u7528\u4ec5\u9700 4GB \u5de6\u53f3\uff08\u666e\u901a PC \u5373\u53ef\u7545\u73a9\uff09\uff0c\u4e14\u5728\u591a\u9879\u4e3b\u6d41\u8bc4\u6d4b\u6307\u6807\u4e0a\u5747\u8d85\u8d8a\u4e86\u76ee\u524d\u7684\u9876\u7ea7\u5546\u7528\u53ca\u5f00\u6e90\u6a21\u578b\u3002 \u76ee\u524d\uff0c\u8fd9\u4e2a\u9886\u57df\u57fa\u672c\u88ab\u5546\u7528\u95ed\u6e90\u6a21\u578b\u5784\u65ad\u3002\u8fd9\u610f\u5473\u7740\u6211\u4eec\u7684\u201c\u521b\u4f5c\u6743\u201d\u5f80\u5f80\u88ab\u7ed1\u5b9a\u5728\u7279\u5b9a\u7684 App 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