{"id":1162,"date":"2026-09-05T07:05:25","date_gmt":"2026-09-04T23:05:25","guid":{"rendered":"http:\/\/www.tantan.ink\/index.php\/2026\/09\/05\/%e6%8a%8a-ai-%e5%86%99%e6%ad%8c%e6%90%ac%e5%9b%9e%e6%9c%ac%e6%9c%ba%ef%bc%9aace-step-1-5-%e8%90%bd%e5%9c%b0%e7%ac%94%e8%ae%b0\/"},"modified":"2026-09-05T07:05:25","modified_gmt":"2026-09-04T23:05:25","slug":"%e6%8a%8a-ai-%e5%86%99%e6%ad%8c%e6%90%ac%e5%9b%9e%e6%9c%ac%e6%9c%ba%ef%bc%9aace-step-1-5-%e8%90%bd%e5%9c%b0%e7%ac%94%e8%ae%b0","status":"publish","type":"post","link":"https:\/\/www.tantan.ink\/index.php\/2026\/09\/05\/%e6%8a%8a-ai-%e5%86%99%e6%ad%8c%e6%90%ac%e5%9b%9e%e6%9c%ac%e6%9c%ba%ef%bc%9aace-step-1-5-%e8%90%bd%e5%9c%b0%e7%ac%94%e8%ae%b0\/","title":{"rendered":"\u628a AI \u5199\u6b4c\u642c\u56de\u672c\u673a\uff1aACE-Step 1.5 \u843d\u5730\u7b14\u8bb0"},"content":{"rendered":"

\u6700\u8fd1\u8fd9\u6761\u672c\u5730\u97f3\u4e50\u751f\u6210\u7ebf\u633a\u70ed\u95f9\u3002Suno\u3001Udio \u8fd9\u4e9b\u4e91\u7aef\u4ea7\u54c1\u628a”\u5199\u6b4c”\u7684\u95e8\u69db\u538b\u5230\u4e86\u4e00\u53e5\u8bdd\uff0c\u4f46\u4ee3\u4ef7\u4e5f\u5f88\u6e05\u695a\uff1a\u6b4c\u8bcd\u548c\u65cb\u5f8b\u5f97\u4f20\u5230\u522b\u4eba\u670d\u52a1\u5668\u4e0a\uff0c\u60f3\u6279\u91cf\u3001\u60f3\u56fa\u5b9a\u968f\u673a\u79cd\u5b50\u3001\u60f3\u63a5\u8fdb\u81ea\u5df1\u7684\u6d41\u6c34\u7ebf\uff0c\u57fa\u672c\u6ca1\u95e8\u3002ACE-Step 1.5 \u662f\u8fd9\u6761\u8def\u4e0a\u76ee\u524d\u80fd\u6253\u5230\u5546\u4e1a\u7ea7\u3001\u53c8\u80fd\u5b8c\u5168\u5728\u672c\u673a\u8dd1\u7684\u5f00\u6e90\u65b9\u6848\u4e4b\u4e00\u2014\u2014MIT \u534f\u8bae\u300112.5k star\uff0c\u7531 ACE Studio \u548c StepFun \u8054\u5408\u63a8\u8fdb\u3002\u8fd9\u7bc7\u4e0d\u5439\u4e0d\u9ed1\uff0c\u628a\u5b83\u7684\u5b9a\u4f4d\u3001\u600e\u4e48\u8dd1\u3001\u4ee5\u53ca\u8e29\u8fc7\u7684\u5751\u8bb0\u4e0b\u6765\u3002<\/p>\n

\"github\"<\/p>\n

\u5b83\u5230\u5e95\u662f\u4ec0\u4e48<\/p>\n

ACE-Step \u662f\u4e00\u4e2a\u5f00\u6e90\u97f3\u4e50\u57fa\u7840\u6a21\u578b\uff0c1.5 \u8fd9\u4ee3\u4e3b\u6253”\u6d88\u8d39\u7ea7\u786c\u4ef6\u4e0a\u7684\u5546\u4e1a\u7ea7\u8d28\u91cf”\u3002\u5b98\u65b9\u7ed9\u51fa\u7684\u6570\u5b57\u5f88\u5938\u5f20\uff1aA100 \u4e0a\u6574\u9996\u6b4c\u4e0d\u5230 2 \u79d2\uff0cRTX 3090 \u4e0a\u4e0d\u5230 10 \u79d2\uff0c\u672c\u5730\u8dd1\u6700\u4f4e 4GB \u663e\u5b58<\/strong>\u5c31\u80fd\u52a8\u3002\u8d28\u91cf\u4e0a\u5b83\u81ea\u5df1\u5ba3\u79f0\u4ecb\u4e8e Suno v4.5 \u548c v5 \u4e4b\u95f4\uff0c\u652f\u6301 10 \u79d2\u5230 10 \u5206\u949f\u957f\u5ea6\u7684\u751f\u6210\uff0c50+ \u8bed\u8a00\u6b4c\u8bcd\u3002<\/p>\n

\u67b6\u6784\u4e0a\u5b83\u8d70\u7684\u662f\u6df7\u5408\u8def\u7ebf<\/strong>\uff1a\u4e00\u4e2a\u8bed\u8a00\u6a21\u578b\uff08LM\uff09\u5f53”\u603b\u7b56\u5212”\uff0c\u628a\u4f60\u7684\u7b80\u77ed\u63cf\u8ff0\u5c55\u5f00\u6210\u5b8c\u6574\u7684\u6b4c\u66f2\u84dd\u56fe\u2014\u2014\u7ed3\u6784\u3001\u6b4c\u8bcd\u3001\u98ce\u683c\u6807\u7b7e\u90fd\u7531\u5b83\u7528\u94fe\u5f0f\u601d\u8003\u63a8\u7406\u751f\u6210\uff1b\u7136\u540e\u4ea4\u7ed9\u4e00\u4e2a\u6269\u6563\u53d8\u6362\u5668\uff08DiT\uff09\u53bb\u751f\u6210\u539f\u59cb\u97f3\u9891\u3002LM \u8fd9\u8fb9\u6709 0.6B \/ 1.7B \/ 4B \u4e09\u6863\uff0c\u57fa\u4e8e Qwen3\uff1bDiT \u8fd9\u8fb9\u6709 2B \u548c XL 4B \u4e24\u6863\u3002\u8fd9\u79cd\u62c6\u6cd5\u8ba9”\u89c4\u5212”\u548c”\u53d1\u58f0”\u5404\u81ea\u4f18\u5316\uff0c\u4e5f\u662f\u5b83\u80fd\u505a\u5230\u53c8\u5feb\u53c8\u53ef\u63a7\u7684\u539f\u56e0\u3002<\/p>\n

\"readme\"<\/p>\n

\u4e3a\u4ec0\u4e48\u503c\u5f97\u5728\u672c\u5730\u6298\u817e<\/p>\n

\u4e09\u4e2a\u5b9e\u5728\u7684\u7406\u7531\u3002\u4e00\u662f\u6210\u672c<\/strong>\uff0c\u6ca1\u6709\u8ba2\u9605\u3001\u751f\u6210\u6b21\u6570\u4e0d\u9650\uff0c\u81ea\u5df1\u7684\u663e\u5361\u4e00\u6b21\u4e70\u65ad\uff1b\u4e8c\u662f\u9690\u79c1<\/strong>\uff0c\u6b4c\u8bcd\u3001\u65cb\u5f8b\u3001\u5546\u4e1a\u4f01\u5212\u5168\u7559\u5728\u673a\u5668\u91cc\uff0c\u5bf9\u6ca1\u53d1\u5e03\u7684\u4f5c\u54c1\u5c24\u5176\u91cd\u8981\uff1b\u4e09\u662f\u63a7\u5236\u529b<\/strong>\uff0c\u56fa\u5b9a\u968f\u673a\u79cd\u5b50\u3001\u6279\u91cf\u751f\u6210\u3001LoRA \u5fae\u8c03\u3001\u63a5\u8fdb\u81ea\u52a8\u5316\u811a\u672c\u2014\u2014\u8fd9\u4e9b\u662f\u4e91\u7aef\u4ea7\u54c1\u7ed9\u4e0d\u4e86\u7684\u3002<\/p>\n

\u5b83\u652f\u6301 Mac\uff08MPS\uff09\u3001AMD\uff08ROCm\uff09\u3001Intel XPU \u548c CUDA\uff0c\u8986\u76d6\u9762\u6bd4\u5f88\u591a\u672c\u5730\u6a21\u578b\u5bbd\u3002\u5bf9\u53ea\u6709\u4e00\u5f20\u6d88\u8d39\u7ea7\u5361\u7684\u4eba\uff0c\u8fd9\u662f\u76ee\u524d\u6700\u5bb9\u6613\u4e0a\u624b\u7684\u8d77\u70b9\u4e4b\u4e00\u3002<\/p>\n

\u600e\u4e48\u8dd1\u8d77\u6765<\/p>\n

\u73af\u5883\u8981\u6c42 Python 3.11\u20133.12\uff0c\u5b98\u65b9\u63a8\u8350\u7528 uv \u7ba1\u7406\u3002clone \u4e0b\u6765\u540c\u6b65\u4f9d\u8d56\u540e\uff0c\u4e24\u6761\u547d\u4ee4\u5c31\u80fd\u8d77\uff1a<\/p>\n

uv run acestep<\/code> \u8d77 Gradio \u754c\u9762\uff0c\u9ed8\u8ba4 http:\/\/localhost:7860\uff1buv run acestep-api<\/code> \u8d77 REST \u670d\u52a1\uff0c\u9ed8\u8ba4 :8001\u3002\u9996\u6b21\u8fd0\u884c\u4f1a\u81ea\u52a8\u4e0b\u8f7d\u6a21\u578b\u6743\u91cd\u3002<\/p>\n

\u663e\u5b58\u600e\u4e48\u9009\u6709\u8bb2\u7a76\uff0c\u5b98\u65b9\u7ed9\u4e86\u5206\u6863\u5efa\u8bae\uff1a<\/p>\n

– \u22646GB\uff1a2B turbo\uff08DiT only\uff0cINT8 + CPU \u5378\u8f7d\uff09
\n– 6\u20138GB\uff1a2B turbo + 0.6B LM
\n– 8\u201316GB\uff1a2B turbo\/sft + 0.6B \u6216 1.7B LM
\n– 16\u201320GB\uff1a2B sft \u6216 XL turbo + 1.7B LM
\n– 20\u201324GB\uff1aXL turbo\/sft + 1.7B LM
\n– \u226524GB\uff1aXL sft + 4B LM<\/p>\n

\u7b80\u5355\u8bf4\uff0c\u60f3\u4f53\u9a8c\u76f4\u63a5\u4e0a 2B turbo\uff0c\u51e0\u4e4e\u4ec0\u4e48\u5361\u90fd\u80fd\u52a8\uff1b\u60f3\u8981\u66f4\u63a5\u8fd1\u5546\u4e1a\u8d28\u91cf\u7684\u6210\u54c1\uff0c\u5f97\u5f80 12GB \u4ee5\u4e0a\u8d70\uff0cXL \u6a21\u578b\u5b98\u65b9\u7684\u5efa\u8bae\u662f \u226512GB\uff08\u5e26\u5378\u8f7d\uff09\u6216 \u226520GB\uff08\u4e0d\u5e26\u5378\u8f7d\uff09\u3002<\/p>\n

\"releases\"<\/p>\n

\u9664\u4e86\u5199\u6b4c\uff0c\u5b83\u8fd8\u80fd\u5e72\u561b<\/p>\n

\u8fd9\u662f 1.5 \u6bd4\u4e00\u4ee3\u66f4\u50cf”\u5de5\u5177”\u7684\u5730\u65b9\uff0c\u5185\u7f6e\u4e86\u4e00\u6574\u5957\u7f16\u8f91\u80fd\u529b\uff1a<\/p>\n

– \u53c2\u8003\u97f3\u9891\u5f15\u5bfc<\/strong>\uff1a\u4e22\u4e00\u6bb5\u53c2\u8003\uff0c\u8ba9\u751f\u6210\u8d34\u8fd1\u90a3\u4e2a\u98ce\u683c
\n– \u7ffb\u5531\u751f\u6210\uff08Cover\uff09<\/strong>\uff1a\u57fa\u4e8e\u5df2\u6709\u97f3\u9891\u505a cover
\n– \u91cd\u7ed8\u4e0e\u5c40\u90e8\u7f16\u8f91\uff08Repaint\uff09<\/strong>\uff1a\u53ea\u6539\u67d0\u4e00\u6bb5\u3001\u91cd\u65b0\u751f\u6210
\n– \u97f3\u8f68\u5206\u79bb<\/strong>\uff1a\u628a\u4eba\u58f0\u548c\u4f34\u594f\u62c6\u5f00
\n– \u591a\u8f68\u751f\u6210<\/strong>\uff1a\u50cf Suno Studio \u7684”\u52a0\u5c42”\u90a3\u6837\u53e0\u52a0
\n– Vocal2BGM<\/strong>\uff1a\u7ed9\u5e72\u58f0\u81ea\u52a8\u914d\u4f34\u594f
\n– \u5143\u6570\u636e\u63a7\u5236<\/strong>\uff1a\u65f6\u957f\u3001BPM\u3001\u8c03\u5f0f\u3001\u62cd\u53f7\u90fd\u80fd\u6307\u5b9a
\n– LRC \u751f\u6210<\/strong>\uff1a\u7ed9\u751f\u6210\u7684\u6b4c\u81ea\u52a8\u6253\u6b4c\u8bcd\u65f6\u95f4\u6233<\/p>\n

\u52a0\u4e0a\u97f3\u9891\u7406\u89e3\uff08\u63d0\u53d6 BPM\/\u8c03\u5f0f\/\u6807\u6ce8\uff09\u548c\u8d28\u91cf\u8bc4\u5206\uff0c\u57fa\u672c\u628a”\u4ece\u7075\u611f\u5230\u6210\u54c1”\u7684\u94fe\u8def\u6536\u8fdb\u4e86\u4e00\u4e2a\u6a21\u578b\u91cc\u3002<\/p>\n

\u60f3\u8ba9\u5b83\u66f4\u50cf\u81ea\u5df1\uff1fLoRA \u5fae\u8c03<\/p>\n

\u5b98\u65b9\u8bf4\u7528\u51e0\u9996\u6b4c\u5c31\u80fd\u8bad\u4e00\u4e2a LoRA \u6355\u6349\u4e2a\u4eba\u98ce\u683c\uff0cGradio \u91cc\u6709\u4e00\u952e\u6807\u6ce8\u548c\u8bad\u7ec3\u6807\u7b7e\u9875\u3002\u6587\u6863\u7ed9\u7684\u53c2\u8003\u662f 8 \u9996\u6b4c\u30013090\uff0812GB\uff09\u4e0a\u7ea6 1 \u5c0f\u65f6\u3002\u8fd8\u6709\u66f4\u8fdb\u9636\u7684 Side-Step \u547d\u4ee4\u884c\u5de5\u5177\u5305\uff0c\u5e26\u4fee\u6b63\u7684\u65f6\u95f4\u6b65\u91c7\u6837\u3001LoKR \u9002\u914d\u5668\u3001\u663e\u5b58\u4f18\u5316\u3002\u5bf9\u60f3\u505a\u56fa\u5b9a\u5382\u724c\u97f3\u8272\u7684\u4eba\uff0c\u8fd9\u6bd4\u6bcf\u6b21\u9760\u63d0\u793a\u8bcd\u8c03\u8981\u7a33\u5f97\u591a\u3002<\/p>\n

\"hf\"<\/p>\n

\u51e0\u4e2a\u4e0d\u80fd\u5ffd\u7565\u7684\u5751<\/p>\n

– \u8d28\u91cf\u4ecd\u5dee\u5546\u4e1a\u6a21\u578b\u534a\u6863<\/strong>\u3002\u5b83\u81ea\u5df1\u6807\u7684\u662f”\u4ecb\u4e8e Suno v4.5 \u548c v5 \u4e4b\u95f4”\uff0c\u4f46\u4eba\u58f0\u957f\u65f6\u95f4\u6bb5\u5076\u5c14\u53d1\u5e72\u3001\u5e26\u91d1\u5c5e\u611f\uff0c\u522b\u6307\u671b\u4e00\u6b21\u51fa\u6bcd\u5e26\u3002
\n– \u91cf\u5316\u4f1a\u6389\u8d28<\/strong>\u3002\u22646GB \u90a3\u6863\u9760 INT8 + CPU \u5378\u8f7d\u624d\u8dd1\u5f97\u52a8\uff0c\u4ee3\u4ef7\u662f\u7ec6\u8282\u635f\u5931\uff0c\u5f53\u73a9\u5177\u53ef\u4ee5\uff0c\u51fa\u6d3b\u513f\u522b\u6307\u671b\u3002
\n– \u63d0\u793a\u8bcd\u548c\u6b4c\u8bcd\u5f88\u5403\u5199\u6cd5<\/strong>\u3002\u7ed3\u6784\u6807\u7b7e\u3001\u98ce\u683c\u8bcd\u7ed9\u5f97\u8d8a\u7ec6\uff0c\u8d34\u5408\u5ea6\u8d8a\u9ad8\uff1b\u4e2d\u6587\u6b4c\u8bcd\u652f\u6301\uff0c\u4f46\u82f1\u6587\u63d0\u793a\u5728\u5de5\u7a0b\u5708\u66f4\u6210\u719f\u3002
\n– macOS \u80fd\u7528 MPS\uff0c\u4f46\u5927\u6a21\u578b\u6743\u91cd\u8d70\u7edf\u4e00\u5185\u5b58<\/strong>\u300216GB \u7684\u673a\u5668\u8dd1 XL \u4f1a\u975e\u5e38\u5403\u529b\uff0c2B \u6863\u66f4\u73b0\u5b9e\u3002
\n– REST API \u9002\u5408\u63a5\u6d41\u6c34\u7ebf\uff0c\u4f46\u9996\u8dd1\u8981\u62c9\u6743\u91cd<\/strong>\uff0c\u78c1\u76d8\u548c\u5185\u5b58\u5f97\u7559\u591f\uff1b\u793e\u533a\u6a21\u578b\u5ba1\u67e5\u5ea6\u4f4e\uff0c\u4e0b\u8f7d\u6765\u6e90\u8ba4\u51c6\u5b98\u65b9\u7ec4\u7ec7 ACE-Step\u3002<\/p>\n

\u5c0f\u7ed3<\/p>\n

ACE-Step 1.5 \u4e0d\u662f”\u6700\u5f3a\u97f3\u4e50 AI”\u7684\u7ec8\u70b9\uff0c\u4f46\u5b83\u662f\u76ee\u524d\u672c\u5730\u8fd9\u4e00\u4fa7\u6700\u5b8c\u6574\u3001\u534f\u8bae\u4e5f\u6700\u53cb\u597d\uff08MIT\uff0c\u5141\u8bb8\u5546\u7528\uff09\u7684\u9009\u62e9\uff1a\u89c4\u5212+\u751f\u6210\u5206\u79bb\u7684\u6df7\u5408\u67b6\u6784\u3001Mac\/AMD\/Intel\/CUDA \u901a\u5403\u3001\u4ece\u5199\u6b4c\u5230\u7f16\u8f91\u5230\u5fae\u8c03\u4e00\u6761\u9f99\u3002\u663e\u5b58\u5c0f\u7684\u5148\u7528 2B turbo \u5c1d\u9c9c\uff0c\u6709 24GB \u5361\u7684\u518d\u4e0a XL \u51b2\u8d28\u91cf\u3002\u628a\u5b83\u5f53\u521b\u4f5c\u52a9\u624b\u800c\u4e0d\u662f\u66ff\u4ee3\u4e50\u624b\uff0c\u4f53\u9a8c\u4f1a\u8e0f\u5b9e\u5f88\u591a\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"

\u6700\u8fd1\u8fd9\u6761\u672c\u5730\u97f3\u4e50\u751f\u6210\u7ebf\u633a\u70ed\u95f9\u3002Suno\u3001Udio \u8fd9\u4e9b\u4e91\u7aef\u4ea7\u54c1\u628a”\u5199\u6b4c”\u7684\u95e8\u69db\u538b\u5230\u4e86\u4e00 … \u9605\u8bfb\u66f4\u591a<\/a><\/p>\n","protected":false},"author":2,"featured_media":1158,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2,10],"tags":[],"class_list":["post-1162","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai","category-software"],"_links":{"self":[{"href":"https:\/\/www.tantan.ink\/index.php\/wp-json\/wp\/v2\/posts\/1162","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.tantan.ink\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.tantan.ink\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.tantan.ink\/index.php\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.tantan.ink\/index.php\/wp-json\/wp\/v2\/comments?post=1162"}],"version-history":[{"count":0,"href":"https:\/\/www.tantan.ink\/index.php\/wp-json\/wp\/v2\/posts\/1162\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.tantan.ink\/index.php\/wp-json\/wp\/v2\/media\/1158"}],"wp:attachment":[{"href":"https:\/\/www.tantan.ink\/index.php\/wp-json\/wp\/v2\/media?parent=1162"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.tantan.ink\/index.php\/wp-json\/wp\/v2\/categories?post=1162"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.tantan.ink\/index.php\/wp-json\/wp\/v2\/tags?post=1162"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}