{"id":100494,"date":"2026-09-04T19:04:38","date_gmt":"2026-09-04T11:04:38","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/100494.html"},"modified":"2026-09-04T19:04:38","modified_gmt":"2026-09-04T11:04:38","slug":"%e3%80%90%e8%af%ad%e9%9f%b3%e5%90%88%e6%88%90%e5%ae%9e%e6%88%98%e3%80%91fireredtts3-gguf-%e8%bd%bb%e9%87%8f%e5%8c%96%e9%83%a8%e7%bd%b2%e6%95%b4%e5%90%88%e5%8c%85%ef%bc%9a6g-%e6%98%be%e5%ad%98%e5%ae%9e","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/100494.html","title":{"rendered":"\u3010\u8bed\u97f3\u5408\u6210\u5b9e\u6218\u3011FireRedTTS3-GGUF \u8f7b\u91cf\u5316\u90e8\u7f72\u6574\u5408\u5305\uff1a6G \u663e\u5b58\u5b9e\u73b0 0.3x \u5b9e\u65f6\u63a8\u7406\u4e0e\u591a\u8bed\u79cd\u58f0\u97f3\u514b\u9686"},"content":{"rendered":"<p>&#x1f4d1; \u5bfc\u8bfb<\/p>\n<p>\u968f\u7740\u5f00\u6e90\u8bed\u97f3\u5927\u6a21\u578b&#xff08;TTS&#xff09;\u7684\u4e0d\u65ad\u6f14\u8fdb&#xff0c;\u9ad8\u8d28\u91cf\u7684\u58f0\u97f3\u514b\u9686\u548c\u65b9\u8a00\u751f\u6210\u9010\u6e10\u8fdb\u5165\u751f\u4ea7\u7ea7\u5e94\u7528\u3002\u5c0f\u7ea2\u4e66\u5f00\u6e90\u7684 FireRedTTS3 \u67b6\u6784\u901a\u8fc7\u8fde\u7eed\u8bed\u97f3\u8868\u793a\u6280\u672f&#xff0c;\u5c06\u6587\u672c\u8f6c\u8bed\u97f3\u3001\u65b9\u8a00\u62df\u771f\u4e0e\u8bed\u97f3\u7f16\u8f91\u7edf\u4e00\u5230\u4e86\u5355\u4e00\u6846\u67b6\u4e2d\u3002\u7136\u800c&#xff0c;\u539f\u59cb\u6a21\u578b\u5bf9\u663e\u5b58\u548c\u63a8\u7406\u73af\u5883\u7684\u8981\u6c42\u5f80\u5f80\u8f83\u9ad8\u3002<\/p>\n<p>\u672c\u6587\u5c06\u57fa\u4e8e\u6700\u65b0\u7684 FireRedTTS3-GGUF \u91cf\u5316\u7248\u672c&#xff0c;\u8be6\u7ec6\u89e3\u6790\u5982\u4f55\u5229\u7528\u4fbf\u643a\u5f0f\u6574\u5408\u5305\u5b9e\u73b06G \u663e\u5b58\u6781\u4f4e\u95e8\u69db\u8fd0\u884c\u30011:0.3 \u6781\u901f\u63a8\u7406&#xff08;10\u79d2\u97f3\u9891\u4ec5\u97003\u79d2\u751f\u6210&#xff09;&#xff0c;\u5e76\u63d0\u4f9b Python API \u63a5\u53e3\u8c03\u7528\u5b9e\u6218\u6307\u5357\u3002<\/p>\n<h3>\u4e00\u3001 \u6838\u5fc3\u6280\u672f\u4f18\u52bf\u5206\u6790<\/h3>\n<li>GGUF \u6781\u81f4\u91cf\u5316\u4e0e\u4f4e\u663e\u5b58\u9002\u914d\n<ul>\n<li>\u91c7\u7528 GGUF \u683c\u5f0f\u5bf9\u6a21\u578b\u6743\u91cd\u8fdb\u884c\u4f4e\u6bd4\u7279\u91cf\u5316&#xff0c;\u663e\u5b58\u5360\u7528\u5927\u5e45\u538b\u4f4e\u81f3 6GB \u7ea7\u522b&#xff08;\u5e38\u89c1 RTX 2060 \/ 3060 \/ 4060 \u663e\u5361\u5373\u53ef\u6ee1\u5e27\u8fd0\u884c&#xff09;\u3002<\/li>\n<li>\u7ed3\u5408 C\/C&#043;&#043; \u540e\u7aef\u63a8\u7406\u52a0\u901f&#xff0c;\u514b\u670d\u4e86\u4f20\u7edf PyTorch \u4f9d\u8d56\u63a8\u7406\u65f6\u4e0a\u4e0b\u6587\u81a8\u80c0\u7684\u95ee\u9898\u3002<\/li>\n<\/ul>\n<\/li>\n<li>\u8d85\u5b9e\u65f6\u63a8\u7406\u901f\u5ea6&#xff08;RTF 1:0.3&#xff09;\n<ul>\n<li>\u63a8\u7406\u5b9e\u65f6\u7387&#xff08;Real-Time Factor&#xff09;\u8fbe\u5230 0.3 \u5de6\u53f3&#xff0c;\u610f\u5473\u7740\u751f\u6210 1 \u79d2\u7684\u8bed\u97f3\u4ec5\u9700 0.3 \u79d2&#xff0c;\u5177\u5907\u6784\u5efa\u5b9e\u65f6\u8bed\u97f3\u4ea4\u4e92&#xff08;RTC&#xff09;\u548c\u76f4\u64ad\u914d\u97f3\u7684\u80fd\u529b\u3002<\/li>\n<\/ul>\n<\/li>\n<li>\u4e30\u5bcc\u7684\u591a\u8bed\u8a00\u4e0e\u65b9\u8a00\u751f\u6001\n<ul>\n<li>\u591a\u56fd\u8bed\u8a00&#xff1a;\u539f\u751f\u652f\u6301 24 \u79cd\u5168\u7403\u4e3b\u8981\u8bed\u8a00\u7684\u81ea\u7136\u5408\u6210\u3002<\/li>\n<li>\u65b9\u8a00\u62df\u771f&#xff1a;\u5185\u7f6e\u591a\u5730\u533a\u65b9\u8a00\u751f\u6210\u80fd\u529b&#xff0c;\u6db5\u76d6\u7ca4\u8bed\u3001\u56db\u5ddd\u8bdd\u3001\u4e1c\u5317\u8bdd\u7b49\u591a\u79cd\u53e3\u97f3\u8868\u73b0\u3002<\/li>\n<li>\u5c11\u6837\u672c\u96f6\u6837\u672c\u514b\u9686&#xff1a;\u4ec5\u9700 3-5 \u79d2\u7684\u9ad8\u6e05\u53c2\u8003\u97f3\u9891&#xff0c;\u5373\u53ef\u5feb\u901f\u62df\u5408\u76ee\u6807\u53d1\u97f3\u4eba\u7684\u97f3\u8272\u4e0e\u8bed\u8c03\u3002<\/li>\n<\/ul>\n<\/li>\n<h3>\u4e8c\u3001 \u4fbf\u643a\u6574\u5408\u5305\u90e8\u7f72\u4e0e\u76ee\u5f55\u7ed3\u6784<\/h3>\n<p>\u5bf9\u4e8e\u5feb\u901f\u9a8c\u8bc1\u4e0e\u5de5\u7a0b\u843d\u5730&#xff0c;\u4f7f\u7528\u96c6\u6210\u73af\u5883\u5305\u53ef\u4ee5\u907f\u514d\u590d\u6742\u7684 CUDA\/PyTorch \u4f9d\u8d56\u51b2\u7a81\u3002\u89e3\u538b\u540e\u4e3b\u8981\u6587\u4ef6\u7ed3\u6784\u5982\u4e0b&#xff1a;<\/p>\n<p>\u251c\u2500\u2500 FireRedTTS3_GGUF\/<br \/>\n\u2502   \u251c\u2500\u2500 models\/                  # GGUF \u91cf\u5316\u6a21\u578b\u6587\u4ef6 (.gguf)<br \/>\n\u2502   \u251c\u2500\u2500 ffmpeg\/                  # \u72ec\u7acb\u97f3\u9891\u5904\u7406\u4f9d\u8d56<br \/>\n\u2502   \u251c\u2500\u2500 python_env\/              # \u4fbf\u643a\u5f0f Python \u4f9d\u8d56\u73af\u5883<br \/>\n\u2502   \u251c\u2500\u2500 api_server.py            # RESTful API \u540e\u7aef\u670d\u52a1\u5165\u53e3<br \/>\n\u2502   \u251c\u2500\u2500 webui.py                 # Gradio Web \u53ef\u89c6\u5316\u4ea4\u4e92\u754c\u9762<br \/>\n\u2502   \u2514\u2500\u2500 OneKey_Start.bat         # \u542f\u52a8\u811a\u672c<\/p>\n<h4>\u6781\u901f\u542f\u52a8\u6b65\u9aa4&#xff1a;<\/h4>\n<li>\u53cc\u51fb OneKey_Start.bat \u542f\u52a8\u672c\u5730 API \u4e0e Web \u4ea4\u4e92\u670d\u52a1\u3002<\/li>\n<li>\u6d4f\u89c8\u5668\u6253\u5f00 [http:\/\/127.0.0.1:7860](http:\/\/127.0.0.1:7860) \u8bbf\u95ee Web \u754c\u9762\u3002<\/li>\n<li>\u68c0\u67e5\u63a7\u5236\u53f0\u663e\u5b58\u5360\u7528&#xff0c;\u5728 6G \u663e\u5b58\u8bbe\u5907\u4e0a&#xff0c;\u663e\u5b58\u5206\u914d\u7a33\u5b9a\u5728\u7ea6 4.8GB &#8211; 5.5GB \u4e4b\u95f4\u3002<\/li>\n<h3>\u4e09\u3001 API \u63a5\u53e3\u5f00\u53d1\u4e0e\u8d85\u957f\u6587\u672c\u5904\u7406\u5b9e\u6218<\/h3>\n<p>FireRedTTS3-GGUF \u540e\u7aef\u63d0\u4f9b\u4e86\u517c\u5bb9\u6807\u51c6 HTTP \u8bf7\u6c42\u7684 API \u63a5\u53e3&#xff0c;\u4fbf\u4e8e\u96c6\u6210\u8fdb\u81ea\u52a8\u914d\u97f3\u6d41\u7a0b\u3001\u5c0f\u8bf4\u63a8\u6587\u751f\u6210\u6216 AI Agent \u7cfb\u7edf\u4e2d\u3002<\/p>\n<h4>1. Python \u8bf7\u6c42\u793a\u4f8b&#xff1a;\u96f6\u6837\u672c\u58f0\u97f3\u514b\u9686<\/h4>\n<p>import requests<br \/>\nimport json<\/p>\n<p># \u5b9a\u4e49 API \u670d\u52a1\u5730\u5740<br \/>\nAPI_URL &#061; &#034;http:\/\/127.0.0.1:8000\/v1\/tts\/generate&#034;<\/p>\n<p># \u8bf7\u6c42\u53c2\u6570\u914d\u7f6e<br \/>\npayload &#061; {<br \/>\n    &#034;text&#034;: &#034;\u6b22\u8fce\u4f7f\u7528 FireRedTTS3 \u8bed\u97f3\u5408\u6210\u7cfb\u7edf&#xff0c;\u8fd9\u91cc\u6b63\u5728\u6d4b\u8bd5\u591a\u8bed\u79cd\u4e0e\u65b9\u8a00\u7684\u5b9e\u65f6\u751f\u6210\u6548\u679c\u3002&#034;,<br \/>\n    &#034;prompt_audio_path&#034;: &#034;.\/ref_audio\/sample.wav&#034;,  # \u53c2\u8003\u97f3\u8272\u97f3\u9891<br \/>\n    &#034;prompt_text&#034;: &#034;\u8fd9\u662f\u53c2\u8003\u97f3\u9891\u5bf9\u5e94\u7684\u6587\u672c\u5185\u5bb9&#034;,        # \u53c2\u8003\u97f3\u9891\u6587\u672c<br \/>\n    &#034;language&#034;: &#034;zh&#034;,                                 # \u8bed\u8a00\u4ee3\u7801<br \/>\n    &#034;dialect&#034;: &#034;sichuan&#034;,                             # \u65b9\u8a00\u9009\u9879&#xff08;\u5982\u56db\u5ddd\u8bdd&#xff09;<br \/>\n    &#034;temperature&#034;: 0.3,<br \/>\n    &#034;speed&#034;: 1.0<br \/>\n}<\/p>\n<p>headers &#061; {&#034;Content-Type&#034;: &#034;application\/json&#034;}<\/p>\n<p># \u53d1\u8d77\u63a8\u7406\u8bf7\u6c42<br \/>\nresponse &#061; requests.post(API_URL, data&#061;json.dumps(payload), headers&#061;headers)<\/p>\n<p>if response.status_code &#061;&#061; 200:<br \/>\n    with open(&#034;output.wav&#034;, &#034;wb&#034;) as f:<br \/>\n        f.write(response.content)<br \/>\n    print(&#034;\u8bed\u97f3\u5408\u6210\u6210\u529f&#xff0c;\u5df2\u4fdd\u5b58\u81f3 output.wav&#034;)<br \/>\nelse:<br \/>\n    print(f&#034;\u5408\u6210\u5931\u8d25&#xff0c;\u9519\u8bef\u7801: {response.status_code}, \u4fe1\u606f: {response.text}&#034;)<\/p>\n<h4>2. \u8d85\u957f\u6587\u672c\u5207\u5206\u4e0e\u6d41\u5f0f\u62fc\u63a5\u903b\u8f91<\/h4>\n<p>\u5728\u5904\u7406\u957f\u7bc7\u5c0f\u8bf4\u6216\u957f\u6587\u6848\u65f6&#xff0c;\u4e3a\u9632\u6b62\u5185\u5b58\u6ea2\u51fa\u5e76\u4fdd\u8bc1\u97f3\u8272\u4e00\u81f4\u6027&#xff0c;\u5efa\u8bae\u5728\u5ba2\u6237\u7aef\u8fdb\u884c\u6807\u70b9\u7b26\u53f7\u5206\u7ea7\u5207\u5206&#xff1a;<\/p>\n<p>import re<\/p>\n<p>def split_long_text(text, max_chars&#061;80):<br \/>\n    &#034;&#034;&#034;<br \/>\n    \u6309\u6807\u70b9\u7b26\u53f7\u9012\u5f52\u5207\u5206\u957f\u6587\u672c&#xff0c;\u4fdd\u8bc1\u5355\u53e5\u63a8\u7406\u6027\u80fd\u4e0e\u58f0\u97f3\u81ea\u7136\u5ea6<br \/>\n    &#034;&#034;&#034;<br \/>\n    sentences &#061; re.split(r&#039;(?&lt;&#061;[\\\\n\u3002&#xff01;&#xff1f;&#xff1b;?!;])&#039;, text)<br \/>\n    chunks &#061; []<br \/>\n    current_chunk &#061; &#034;&#034;<\/p>\n<p>    for sentence in sentences:<br \/>\n        if len(current_chunk) &#043; len(sentence) &lt;&#061; max_chars:<br \/>\n            current_chunk &#043;&#061; sentence<br \/>\n        else:<br \/>\n            if current_chunk:<br \/>\n                chunks.append(current_chunk)<br \/>\n            current_chunk &#061; sentence<\/p>\n<p>    if current_chunk:<br \/>\n        chunks.append(current_chunk)<\/p>\n<p>    return chunks<\/p>\n<p># \u793a\u4f8b&#xff1a;\u957f\u6587\u672c\u6279\u91cf\u5408\u6210<br \/>\nlong_article &#061; &#034;FireRedTTS3 \u652f\u6301\u8d85\u957f\u6587\u672c\u751f\u6210&#8230;&#034;<br \/>\ntext_chunks &#061; split_long_text(long_article)<\/p>\n<p>print(f&#034;\u957f\u6587\u672c\u5df2\u5207\u5206\u4e3a {len(text_chunks)} \u4e2a\u7247\u6bb5\u8fdb\u884c\u5206\u5757\u63a8\u7406\u3002&#034;)<\/p>\n<h3>\u56db\u3001 \u6027\u80fd\u5b9e\u6d4b\u4e0e\u53c2\u6570\u4f18\u5316\u8c03\u4f18<\/h3>\n<p>\u5728 RTX 3060 (6GB \u663e\u5b58) \u73af\u5883\u4e0b\u8fdb\u884c 100 \u7ec4\u6587\u672c\u6279\u91cf\u751f\u6210\u6d4b\u8bd5&#xff0c;\u6027\u80fd\u8868\u73b0\u5982\u4e0b&#xff1a;<\/p>\n<table>\n<tbody>\n<tr>\u6d4b\u8bd5\u6307\u6807\u6027\u80fd\u6570\u636e\u5907\u6ce8<\/tr>\n<tr>\n<td>\u5e73\u5747 RTF (Real-Time Factor)<\/td>\n<td>0.28 &#8211; 0.32<\/td>\n<td>10\u79d2\u97f3\u9891\u8017\u65f6\u7ea6 3.0 \u79d2<\/td>\n<\/tr>\n<tr>\n<td>\u5cf0\u503c\u663e\u5b58\u5360\u7528<\/td>\n<td>5.2 GB<\/td>\n<td>6G \u663e\u5b58\u8bbe\u5907\u65e0 OOM \u538b\u529b<\/td>\n<\/tr>\n<tr>\n<td>\u957f\u6587\u672c\u8fde\u7eed\u5408\u6210<\/td>\n<td>\u7a33\u5b9a\u652f\u6301 5000&#043; \u5b57<\/td>\n<td>\u5efa\u8bae\u914d\u5408\u6807\u70b9\u5206\u6bb5\u8f93\u51fa<\/td>\n<\/tr>\n<tr>\n<td>\u591a\u8bed\u8a00\u5207\u6362\u5ef6\u65f6<\/td>\n<td>&lt; 200ms<\/td>\n<td>24 \u79cd\u8bed\u8a00\u6a21\u578b\u6743\u91cd\u5171\u4eab<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h4>\u663e\u5b58\u4e0e\u6548\u679c\u5e73\u8861\u5efa\u8bae&#xff1a;<\/h4>\n<li>\u663e\u5b58\u6709\u9650&#xff08;&lt;&#061; 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