{"id":19028,"date":"2025-04-19T01:28:46","date_gmt":"2025-04-18T17:28:46","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/19028.html"},"modified":"2025-04-19T01:28:46","modified_gmt":"2025-04-18T17:28:46","slug":"%e3%80%90%e6%96%b0%e6%89%8b%e5%be%ae%e8%b0%83%e5%a4%a7%e6%a8%a1%e5%9e%8b%e3%80%91%e3%80%90%e5%85%a8%e7%bd%91%e6%9c%80%e8%af%a6%e7%bb%86%e3%80%91%e5%9c%a8autodl%e7%a7%9f%e8%b5%814090%e6%9c%8d%e5%8a%a1","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/19028.html","title":{"rendered":"\u3010\u65b0\u624b\u5fae\u8c03\u5927\u6a21\u578b\u3011\u3010\u5168\u7f51\u6700\u8be6\u7ec6\u3011\u5728AutoDL\u79df\u8d414090\u670d\u52a1\u5668\uff0c\u901a\u8fc7LLaMA-Factory\u6846\u67b6\u4f7f\u7528LoRA\u5fae\u8c03Qwen\u901a\u4e49\u5343\u95ee\u5927\u6a21\u578b\uff0c\u5305\u542b\u670d\u52a1\u5668\u79df\u8d41\u3001\u955c\u50cf\u4e0e\u6a21\u578b\u90e8\u7f72\u3001\u6570\u636e\u96c6\u4ee5\u53ca\u6a21\u578b\u5fae\u8c03\u7b49\u3002"},"content":{"rendered":"<\/p>\n<h4>\u6587\u7ae0\u76ee\u5f55<\/h4>\n<ul>\n<li>\u524d\u8a00<\/li>\n<li>\u6280\u672f\u7b80\u4ecb<\/li>\n<li>\u4e00\u3001autodl\u6ce8\u518c\u3001\u8ba4\u8bc1\u3001\u5145\u503c<\/li>\n<li>\n<ul>\n<li>1.1\u3001autodl\u6ce8\u518c\u4e0e\u8ba4\u8bc1<\/li>\n<li>1.2\u3001\u4e2a\u4eba\u8ba4\u8bc1&#xff1a;\u5b66\u751f\u8ba4\u8bc1<\/li>\n<li>1.3\u3001\u8d39\u7528\u5145\u503c<\/li>\n<\/ul>\n<\/li>\n<li>\u4e8c\u3001\u670d\u52a1\u5668\u79df\u8d41<\/li>\n<li>\n<ul>\n<li>2.1\u3001\u7b97\u529b\u5e02\u573a\u79df\u8d41\u670d\u52a1\u5668<\/li>\n<li>2.2\u3001\u79df\u8d41RTX4090(24G)\u670d\u52a1\u5668\u4e0e\u793e\u533a\u955c\u50cf\u9009\u62e9<\/li>\n<\/ul>\n<\/li>\n<li>\u4e09\u3001\u670d\u52a1\u5668\u5f00\u673a\u4e0eJupyterLab\u63a7\u5236\u53f0<\/li>\n<li>\n<ul>\n<li>3.1\u3001\u5f00\u673a\u670d\u52a1\u5668<\/li>\n<li>3.2\u3001\u6253\u5f00JupyterLab<\/li>\n<\/ul>\n<\/li>\n<li>\u56db\u3001\u6a21\u578b\u90e8\u7f72\u3001\u6570\u636e\u96c6\u51c6\u5907\u4ee5\u53ca\u6a21\u578b\u542f\u52a8<\/li>\n<li>\n<ul>\n<li>4.1\u3001\u70b9\u51fb\u65b0\u624b\u6559\u7a0b<\/li>\n<li>4.2\u3001\u7ec8\u7aef\u90e8\u7f72\u6a21\u578b<\/li>\n<li>4.3\u3001\u6570\u636e\u96c6\u51c6\u5907<\/li>\n<li>4.4\u3001\u6570\u636e\u96c6\u4fdd\u5b58<\/li>\n<li>4.5\u3001\u53ef\u89c6\u5316\u754c\u9762\u5c55\u793a<\/li>\n<\/ul>\n<\/li>\n<li>\u4e94\u3001\u81ea\u5b9a\u4e49\u670d\u52a1\u3001SSH\u8fde\u63a5<\/li>\n<li>\n<ul>\n<li>5.1\u3001\u81ea\u5b9a\u4e49\u670d\u52a1<\/li>\n<li>5.2\u3001SSH\u8fde\u63a5<\/li>\n<\/ul>\n<\/li>\n<li>\u516d\u3001\u6a21\u578b\u5fae\u8c03<\/li>\n<li>\n<ul>\n<li>6.1\u3001\u6570\u636e\u96c6\u9009\u62e9<\/li>\n<li>6.2\u3001\u8bbe\u7f6e\u8fed\u4ee3\u8f6e\u6570<\/li>\n<li>6.3\u3001\u4fee\u6539\u4fdd\u5b58\u76ee\u5f55\u540d<\/li>\n<li>6.4\u3001\u6a21\u578b\u5fae\u8c03<\/li>\n<\/ul>\n<\/li>\n<li>\u4e03\u3001\u6a21\u578b\u5bf9\u8bdd\u3001\u5378\u8f7d<\/li>\n<li>\n<ul>\n<li>7.1\u3001Chat\u6a21\u5f0f<\/li>\n<li>7.2\u3001\u52a0\u8f7d\u6a21\u578b<\/li>\n<li>7.3\u3001\u6a21\u578b\u5bf9\u8bdd<\/li>\n<li>7.4\u3001\u6a21\u578b\u5378\u8f7d<\/li>\n<\/ul>\n<\/li>\n<li>\u516b\u3001\u6a21\u578b\u5bfc\u51fa<\/li>\n<li>\n<ul>\n<li>8.1\u3001\u6a21\u578b\u5bfc\u51fa<\/li>\n<li>8.2\u3001\u6a21\u578b\u5bfc\u51fa\u8def\u5f84\u5730\u5740\u9009\u62e9<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h2>\u524d\u8a00<\/h2>\n<p>\u2460\u95ee\u9898&#xff1a;\u5728\u7f51\u4e0a\u627e\u4e86\u5f88\u591a\u5927\u6a21\u578b\u5fae\u8c03\u7684\u89c6\u9891\u548c\u6848\u5217\u6559\u7a0b&#xff0c;\u5927\u591a\u6570\u535a\u5ba2\u5185\u5bb9\u4e0d\u8be6\u7ec6\u6216\u8005\u57fa\u672c\u4e0a\u90fd\u662f\u5356\u8bfe\u4e3a\u4e3b&#xff0c;\u6240\u4ee5\u6211\u5c06\u8fdb\u884c\u56fe\u6587\u8be6\u89e3&#xff0c;\u5982\u4f55\u5728autodl\u79df\u8d414090\u670d\u52a1\u5668&#xff0c;\u901a\u8fc7LLaMA-Factory\u6846\u67b6\u4f7f\u7528LoRA\u5fae\u8c03Qwen\u5927\u6a21\u578b\u3001\u6a21\u578b\u5bf9\u8bdd\u3001\u6a21\u578b\u5bfc\u51fa\u7b49\u3002<\/p>\n<p>\u2461\u5185\u5bb9\u8f83\u957f&#xff0c;\u82e5\u60f3\u5b66\u4e60\u5927\u6a21\u578b\u57fa\u672c\u7684\u5fae\u8c03\u6d41\u7a0b&#xff0c;\u8bf7\u8010\u5fc3\u6309\u7167\u6b65\u9aa4\u5b8c\u6210\u3002<\/p>\n<p>\u4eb2\u7231\u7684\u5bb6\u4eba\u4eec&#xff0c;\u521b\u4f5c\u5f88\u4e0d\u5bb9\u6613&#xff0c;\u82e5\u5bf9\u60a8\u6709\u5e2e\u52a9\u7684\u8bdd&#xff0c;\u8bf7\u70b9\u8d5e\u6536\u85cf\u52a0\u5173\u6ce8\u54e6&#xff0c;\u60a8\u7684\u5173\u6ce8\u662f\u6211\u6301\u7eed\u521b\u4f5c\u7684\u52a8\u529b&#xff0c;\u8c22\u8c22\u5927\u5bb6&#xff01;\u6709\u95ee\u9898\u8bf7\u79c1\u4fe1\u6216\u8054\u7cfb\u90ae\u7bb1&#xff1a;fn_kobe&#064;163.com<\/p>\n<h2>\u6280\u672f\u7b80\u4ecb<\/h2>\n<p>1\u3001\u5927\u6a21\u578b\u5fae\u8c03\u610f\u4e49 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src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/04\/20250418172831-68028bbf61843.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<p>\u2460\u4e0a\u4f20\u76f8\u5e94\u4fe1\u606f\u548c\u8bc1\u4ef6\u8fdb\u884c\u8ba4\u8bc1\u5373\u53ef\u3002 <img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/04\/20250418172831-68028bbfc8044.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<h3>1.3\u3001\u8d39\u7528\u5145\u503c<\/h3>\n<p>\u2460\u70b9\u51fb\u5145\u503c\u8d39\u7528\u5373\u53ef\u3002 <img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/04\/20250418172832-68028bc031a3d.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<h2>\u4e8c\u3001\u670d\u52a1\u5668\u79df\u8d41<\/h2>\n<p>\u4e0b\u9762\u6f14\u793a\u5b8c\u6574\u7684GPU\u670d\u52a1\u5668\u79df\u8d41\u8fc7\u7a0b\u3002<\/p>\n<h3>2.1\u3001\u7b97\u529b\u5e02\u573a\u79df\u8d41\u670d\u52a1\u5668<\/h3>\n<p>PS:\u76f8\u5e94\u7684\u6307\u6807\u9009\u62e9\u5982\u4e0b&#xff0c;\u8fd9\u6837\u6bd4\u8f83\u5212\u7b97\u3002 \u2460\u8ba1\u8d39\u65b9\u5f0f&#xff1a;\u6309\u91cf\u8ba1\u8d39\u6bd4\u8f83\u5212\u7b97\u3002 \u2461\u9009\u62e9\u5730\u533a&#xff1a;\u5c3d\u91cf\u9009\u62e9\u79bb\u81ea\u5df1\u6240\u5728\u5730\u6bd4\u8f83\u8fd1\u7684\u533a\u57df&#xff0c;\u8fd9\u6837\u7f51\u7edc\u5ef6\u8fdf\u66f4\u77ed\u3002 \u2462GPU\u578b\u53f7&#xff1a;\u6839\u636e\u81ea\u5df1\u9700\u6c42\u9009\u62e9&#xff0c;\u4e00\u822c\u9009\u62e9\u4e2d\u7b49\u914d\u7f6e4090\u6216\u80053090&#xff08;\u914d\u7f6e\u592a\u9ad8&#xff0c;\u8d39\u7528\u592a\u8d35&#xff1b;\u914d\u7f6e\u592a\u4f4e&#xff0c;\u6548\u679c\u4e0d\u4f73&#xff09;\u3002 \u2463GPU\u4e2a\u6570&#xff1a;\u6839\u636e\u81ea\u5df1\u9700\u6c42\u9009\u62e9&#xff0c;\u7b80\u5355\u7684\u6a21\u578b\u8bad\u7ec3\u9009\u62e9\u4e00\u4e2a\u5c31\u884c\u3002 <img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/04\/20250418172832-68028bc0a2424.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<h3>2.2\u3001\u79df\u8d41RTX4090(24G)\u670d\u52a1\u5668\u4e0e\u793e\u533a\u955c\u50cf\u9009\u62e9<\/h3>\n<p>\u2460\u70b9\u51fb\u7bad\u5934\u6240\u6307\u6309\u94ae\u3002 <img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/04\/20250418172833-68028bc14affb.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/> \u2461\u8df3\u8f6c\u9875\u9762\u540e&#xff0c;\u70b9\u51fb\u793e\u533a\u955c\u50cf\u3002 <img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/04\/20250418172834-68028bc27b33f.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/> \u2462\u6309\u56fe\u6240\u793a\u6b65\u9aa4\u641c\u7d22\u793e\u533a\u955c\u50cfLLaMA-Factory&#xff0c;\u6309\u7167\u6b65\u9aa4\u4f9d\u6b21\u9009\u62e9\u955c\u50cf\u548c\u7248\u672cV4&#xff0c;\u70b9\u51fb\u7acb\u5373\u521b\u5efa\u3002 <img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/04\/20250418172835-68028bc3af203.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<h2>\u4e09\u3001\u670d\u52a1\u5668\u5f00\u673a\u4e0eJupyterLab\u63a7\u5236\u53f0<\/h2>\n<h3>3.1\u3001\u5f00\u673a\u670d\u52a1\u5668<\/h3>\n<p>\u2460PS&#xff1a;\u8fdb\u884c\u73af\u5883\u914d\u7f6e\u65f6\u9009\u62e9\u65e0\u5361\u6a21\u578b\u5f00\u673a&#xff0c;\u7701\u94b1\u5c0f\u5999\u62db\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/04\/20250418172837-68028bc5128f9.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/> <img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/04\/20250418172838-68028bc604c1e.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/> \u2461\u6211\u73af\u5883\u914d\u7f6e\u597d\u7684&#xff0c;\u76f4\u63a5\u70b9\u51fb\u5f00\u673a\u5373\u53ef\u3002 <img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/04\/20250418172839-68028bc70cd2e.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<h3>3.2\u3001\u6253\u5f00JupyterLab<\/h3>\n<p>\u2460\u5728JupyterLab\u76f4\u63a5\u64cd\u7eb5\u670d\u52a1\u5668\u3002 PS&#xff1a;\u901a\u8fc7SSH\u8fde\u63a5VScode\u6216\u8005Pycharm\u8fdc\u7a0b\u8fde\u63a5\u670d\u52a1\u5668&#xff0c;\u82e5\u4e0d\u77e5\u9053\u600e\u4e48\u8fde\u63a5&#xff0c;\u6709\u9700\u8981\u7684\u670b\u53cb\u5728\u8bc4\u8bba\u533a\u544a\u8bc9\u6211&#xff0c;\u6211\u51fa\u4e00\u671f\u6559\u7a0b\u8bb2\u89e3&#xff0c;\u8c22\u8c22\u5927\u5bb6\u3002 <img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/04\/20250418172839-68028bc795cfc.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/> \u2461\u8fdb\u5165JupyterLab\u63a7\u5236\u53f0&#xff0c;\u7a0d\u540e\u8fdb\u884c\u6a21\u578b\u90e8\u7f72\u548c\u8bad\u7ec3\u3002 <img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/04\/20250418172840-68028bc89aa12.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<h2>\u56db\u3001\u6a21\u578b\u90e8\u7f72\u3001\u6570\u636e\u96c6\u51c6\u5907\u4ee5\u53ca\u6a21\u578b\u542f\u52a8<\/h2>\n<h3>4.1\u3001\u70b9\u51fb\u65b0\u624b\u6559\u7a0b<\/h3>\n<p>\u2460\u6839\u636e\u65b0\u624b\u6559\u7a0b\u6587\u6863\u8fdb\u884c\u76f8\u5e94\u64cd\u4f5c\u3002 <img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/04\/20250418172841-68028bc961349.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<h3>4.2\u3001\u7ec8\u7aef\u90e8\u7f72\u6a21\u578b<\/h3>\n<p>\u2460\u70b9\u51fb&#043;\u53f7\u3002 <img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/04\/20250418172842-68028bca284da.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/> \u2461\u70b9\u51fb\u7ec8\u7aef\u3002 <img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/04\/20250418172842-68028bcab5fb3.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/> \u2462\u5728\u7ec8\u7aef\u8f93\u5165\u65b0\u624b\u4e2d\u7684\u7b2c\u4e00\u6b65\u300a\u90e8\u7f72\u6a21\u578b\u300b\u547d\u4ee4\u3002 <img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/04\/20250418172843-68028bcb6edb3.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/> <img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/04\/20250418172843-68028bcb9eaab.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<h3>4.3\u3001\u6570\u636e\u96c6\u51c6\u5907<\/h3>\n<p>\u2460\u70b9\u51fb\u300a\u6570\u636e\u96c6\u5168\u81ea\u52a8\u5904\u7406\u300b\u6587\u4ef6\u5939\u3002 <img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/04\/20250418172843-68028bcbf2518.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/> \u2461\u70b9\u51fb\u653e\u7f6e\u6570\u636e\u96c6\u6587\u672c\u6587\u4ef6&#xff1a;\u6570\u636e\u96c6\u662f\u95ee\u7b54\u683c\u5f0f\u7684\u3002 <img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/04\/20250418172844-68028bcc86881.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/> ps:\u6570\u636e\u96c6\u662f\u95ee\u7b54\u683c\u5f0f\u7684&#xff0c;\u53ef\u4ee5\u901a\u8fc7AI\u751f\u6210\u5373\u53ef&#xff0c;\u6ce8\u610f\u4e00\u5b9a\u8981\u70b9\u51fb\u4fdd\u5b58&#xff0c;\u5982\u56fe\u6240\u793a\u3002 <img decoding=\"async\" src=\"2025-04-19ovy5gb1ffbl.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<h3>4.4\u3001\u6570\u636e\u96c6\u4fdd\u5b58<\/h3>\n<p>\u2460\u56de\u5230\u65b0\u624b\u6587\u672c\u6587\u4ef6&#xff0c;\u590d\u5236\u5982\u4e0b\u547d\u4ee4&#xff1a;bash \/root\/LLaMA-Factory\/chuli\/\u5355\u591a\u8f6e\u811a\u672c\/DD.sh\u3002 <img decoding=\"async\" src=\"2025-04-19dfzdz1oirfo.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/> \u2461\u56de\u5230\u7ec8\u7aef\u7a97\u53e3&#xff0c;\u8f93\u5165bash \/root\/LLaMA-Factory\/chuli\/\u5355\u591a\u8f6e\u811a\u672c\/DD.sh&#xff0c;\u4fdd\u5b58\u6570\u636e\u96c6\u3002 <img decoding=\"async\" src=\"2025-04-19konwqaaxdav.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<h3>4.5\u3001\u53ef\u89c6\u5316\u754c\u9762\u5c55\u793a<\/h3>\n<p>\u2460\u56de\u5230\u65b0\u624b\u6587\u672c\u6587\u4ef6&#xff0c;\u590d\u5236\u5982\u4e0b\u547d\u4ee4&#xff1a;bash \/root\/LLaMA-Factory\/chuli\/one.sh\u3002 <img decoding=\"async\" src=\"2025-04-1944wpqtuql01.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<p>\u2461\u56de\u5230\u7ec8\u7aef\u7a97\u53e3&#xff0c;\u8f93\u5165bash \/root\/LLaMA-Factory\/chuli\/one.sh&#xff0c;\u51fa\u73b0\u5982\u7bad\u5934\u6240\u6307URL\u8868\u793a\u542f\u52a8\u6210\u529f\u3002 <img decoding=\"async\" src=\"2025-04-19i1mlrz01rhb.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<h2>\u4e94\u3001\u81ea\u5b9a\u4e49\u670d\u52a1\u3001SSH\u8fde\u63a5<\/h2>\n<h3>5.1\u3001\u81ea\u5b9a\u4e49\u670d\u52a1<\/h3>\n<p>\u2460\u8fd4\u56deAutoDL\u4e3b\u9875&#xff0c;\u9009\u62e9\u521a\u624d\u5f00\u673a\u670d\u52a1\u5668&#xff0c;\u70b9\u51fb\u81ea\u5b9a\u4e49\u670d\u52a1\u3002 <img decoding=\"async\" src=\"2025-04-19cydi0snejm4.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/> \u2461\u6839\u636e\u81ea\u5df1\u7535\u8111\u7cfb\u7edf\u914d\u7f6eSSH\u8fde\u63a5&#xff0c;\u7b14\u8005\u662fwindows&#xff0c;\u4e0b\u8f7d\u5982\u56fe\u6240\u793a\u684c\u9762\u5de5\u5177\u5373\u53ef\u3002 <img decoding=\"async\" src=\"2025-04-19otwevfabqs5.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/> \u2462\u89e3\u538b\u8f6f\u4ef6\u5305\u6253\u5f00\u5e94\u7528\u7a0b\u5e8f\u5373\u53ef\u3002 <img decoding=\"async\" src=\"2025-04-19ktfuyj5coan.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/> <img decoding=\"async\" src=\"2025-04-19kauz4jga3qh.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/> <img decoding=\"async\" src=\"2025-04-19gvzzhwuahqb.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<h3>5.2\u3001SSH\u8fde\u63a5<\/h3>\n<p>\u2460\u6253\u5f00AutoDL\u5e94\u7528\u7a0b\u5e8f\u3002 <img decoding=\"async\" src=\"2025-04-19zgxdj4nouut.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/> \u2461\u8fd4\u56deAutoDL\u7f51\u7ad9\u4e3b\u9875&#xff0c;\u590d\u5236SSH\u6307\u4ee4\u548c\u5bc6\u7801\u3002 <img decoding=\"async\" src=\"2025-04-19mg0czoo5g4d.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/> \u2462\u8f93\u5165\u53e3\u4ee4\u548c\u5bc6\u7801\u540e&#xff0c;\u70b9\u51fb\u4ee3\u7406\u3002<\/p>\n<p><img decoding=\"async\" src=\"2025-04-19mh1zyy3twu0.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<p>\u2463\u8bbf\u95ee\u5982\u4e0b\u5730\u5740\u3002 <img decoding=\"async\" src=\"2025-04-19p2syf0nivvn.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/> \u2464\u8fdb\u5165\u5730\u5740&#xff0c;\u51c6\u5907\u8fdb\u884c\u6a21\u578b\u5fae\u8c03\u3002 <img decoding=\"async\" src=\"2025-04-19gocczupkhrt.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<h2>\u516d\u3001\u6a21\u578b\u5fae\u8c03<\/h2>\n<h3>6.1\u3001\u6570\u636e\u96c6\u9009\u62e9<\/h3>\n<p>\u2460\u4e0b\u62c9\u9009\u62e9\u300a\u4f60\u7684\u6570\u636e\u96c6\u300b&#xff0c;\u548c\u4e4b\u524d\u4fdd\u5b58\u7684\u6570\u636e\u96c6\u540d\u79f0\u4e00\u81f4\u3002 <img decoding=\"async\" src=\"2025-04-19y1ftgll1cwf.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/> <img decoding=\"async\" src=\"2025-04-19vyijlwdolpn.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<p>\u2461\u9884\u89c8\u6570\u636e\u96c6\u3002 <img decoding=\"async\" src=\"2025-04-191nehfhnx45f.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<h3>6.2\u3001\u8bbe\u7f6e\u8fed\u4ee3\u8f6e\u6570<\/h3>\n<p>\u2460100\u6761\u6570\u636e\u96c6&#xff1a;\u5efa\u8bae\u8fed\u4ee320\u8f6e&#xff1b;1000\u6761\u6570\u636e\u96c6&#xff1a;\u5efa\u8bae\u8fed\u4ee310\u8f6e&#xff1b;10000\u6761\u6570\u636e\u96c6&#xff1a;\u5efa\u8bae\u8fed\u4ee32\u8f6e\u3002 \u7b14\u8005\u6570\u636e\u96c6186\u6761&#xff0c;\u6240\u4ee5\u8fed\u4ee318\u8f6e\u5de6\u53f3\u3002 <img decoding=\"async\" src=\"2025-04-19i2lvqy45oyt.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/> \u2461\u8c03\u6574\u8bad\u7ec3\u8f6e\u6570\u3002 <img decoding=\"async\" src=\"2025-04-19kkwovksedat.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<h3>6.3\u3001\u4fee\u6539\u4fdd\u5b58\u76ee\u5f55\u540d<\/h3>\n<p>\u2460\u539f\u59cb\u8f93\u51fa\u76ee\u5f55\u540d&#xff08;\u6211\u4ee5\u539f\u59cb\u7684\u76ee\u5f55\u540d\u8f93\u51fa\u8fdb\u884c\u8bad\u7ec3&#xff09;\u3002 <img decoding=\"async\" src=\"2025-04-19ntcj0ot5ns2.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/> \u2461\u4fee\u6539\u5982\u4e0b&#xff08;\u81ea\u5df1\u65b9\u4fbf\u8bb0\u5fc6\u7684\u76ee\u5f55\u540d\u79f0\u5373\u53ef&#xff09;\u3002 <img decoding=\"async\" src=\"2025-04-19g5xi412wzjn.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<h3>6.4\u3001\u6a21\u578b\u5fae\u8c03<\/h3>\n<p>\u2460\u70b9\u51fb\u9884\u89c8\u547d\u4ee4\u3002 <img decoding=\"async\" src=\"2025-04-19wqodbxkmdmp.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/> \u2461\u70b9\u51fb\u5f00\u59cb&#xff1a;\u6a21\u578b\u5f00\u59cb\u5fae\u8c03\u8bad\u7ec3&#xff08;\u65f6\u95f4\u8f83\u957f&#xff0c;\u8bf7\u8010\u5fc3\u7b49\u5f85\u8fdb\u5ea6\u6761\u8dd1\u5b8c&#xff09;\u3002 <img decoding=\"async\" src=\"2025-04-19vn4lajd42we.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/> \u635f\u5931\u51fd\u6570\u53d8\u5316\u5982\u4e0b&#xff08;\u6211\u622a\u53d6\u5fae\u8c03\u8fc7\u7a0b\u4e2d\u7684\u56fe\u7247\u5982\u4e0b&#xff09;&#xff1a; <img decoding=\"async\" src=\"2025-04-19s2pxbw3yvdb.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/> <img decoding=\"async\" src=\"2025-04-19te1fhfr52f4.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/> <img decoding=\"async\" src=\"2025-04-19c2bt5gtmn55.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/> <img decoding=\"async\" src=\"2025-04-19pixzkd4rhs1.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/> \u2462\u8bad\u7ec3\u5b8c\u6210\u540e&#xff0c;\u4e0b\u65b9\u51fa\u73b0\u8bad\u7ec3\u5b8c\u6bd5\u3002 <img decoding=\"async\" src=\"2025-04-19o4y3ky0ixmh.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<h2>\u4e03\u3001\u6a21\u578b\u5bf9\u8bdd\u3001\u5378\u8f7d<\/h2>\n<h3>7.1\u3001Chat\u6a21\u5f0f<\/h3>\n<p>\u2460\u70b9\u51fbchat\u3002 <img decoding=\"async\" src=\"2025-04-19ivlubg4umzn.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/> \u2461\u9009\u62e9\u68c0\u67e5\u70b9\u8def\u5f84&#xff08;\u6a21\u578b\u8f93\u51fa\u7684\u6587\u4ef6&#xff09;\u3002 <img decoding=\"async\" src=\"2025-04-194rtxr4oe1g2.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<h3>7.2\u3001\u52a0\u8f7d\u6a21\u578b<\/h3>\n<p>\u2460\u70b9\u51fb\u52a0\u8f7d\u6a21\u578b\u3002 <img decoding=\"async\" src=\"2025-04-19ar3khsn1udu.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/> \u6a21\u578b\u52a0\u8f7d\u5b8c\u6210\u3002 <img decoding=\"async\" src=\"2025-04-19fhjdjcrks2k.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<h3>7.3\u3001\u6a21\u578b\u5bf9\u8bdd<\/h3>\n<p>\u2460\u4e0b\u6765\u8fdb\u884c\u95ee\u9898\u8f93\u5165&#xff1a;\u5982\u4f60\u662f\u8c01&#xff0c;\u7136\u540e\u70b9\u51fb\u63d0\u4ea4\u3002 <img decoding=\"async\" src=\"2025-04-19tzdh2ddx2t3.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/> \u2461\u4f7f\u7528\u6570\u636e\u96c6\u7684\u6587\u672c\u8fdb\u884c\u6d4b\u8bd5&#xff1a;\u70b9\u51fbtrain&#xff0c;\u9884\u89c8\u6570\u636e\u96c6\u3002 <img decoding=\"async\" src=\"2025-04-190cdd0yxi0jk.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/> <img decoding=\"async\" src=\"2025-04-19ue5rasldog0.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/> \u2462\u6570\u636e\u96c6\u6587\u672c\u4e2d\u7684\u95ee\u9898\u6d4b\u8bd5&#xff0c;\u53d1\u73b0\u6a21\u578b\u8bed\u6c14\u53d1\u751f\u53d8\u5316\u3002 <img decoding=\"async\" src=\"2025-04-19qocmyzhis01.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/> \u2463\u539f\u59cb\u6a21\u578b\u548c\u5fae\u8c03\u540e\u6a21\u578b&#xff0c;\u95ee\u9898\u63d0\u95ee\u540e&#xff0c;\u56de\u7b54\u5bf9\u6bd4\u5982\u4e0b&#xff0c;\u56de\u7b54\u8bed\u6c14\u53d1\u751f\u4e00\u5b9a\u53d8\u5316\u3002&#xff08;\u65b9\u4fbf\u8bfb\u8005\u67e5\u770b\u548c\u5bf9\u6bd4&#xff09; Ps:\u6570\u636e\u96c6\u8d8a\u5927&#xff0c;\u5fae\u8c03\u6548\u679c\u66f4\u597d\u3002 <img decoding=\"async\" src=\"2025-04-19b12pros0ab3.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<h3>7.4\u3001\u6a21\u578b\u5378\u8f7d<\/h3>\n<p>\u2460\u6a21\u578b\u804a\u5b8c\u540e&#xff0c;\u5378\u8f7d\u6a21\u578b&#xff0c;\u4e0d\u7136\u4f1a\u4e00\u76f4\u5360\u663e\u5b58\u3002 <img decoding=\"async\" src=\"2025-04-19urxlbrskt1g.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/> \u81f3\u6b64&#xff1a;\u5927\u6a21\u578b\u5fae\u8c03\u7684\u57fa\u672c\u6d41\u7a0b\u5df2\u57fa\u672c\u5b8c\u6210&#xff0c;\u63a7\u5236\u9762\u677f\u7684\u53c2\u6570\u4ee5\u53ca\u5176\u4ed6\u7684\u5fae\u8c03\u65b9\u6cd5&#xff0c;\u8bfb\u8005\u81ea\u884c\u63a2\u7d22&#xff0c;\u81f3\u6b64\u4e0d\u5728\u8d58\u8ff0\u3002<\/p>\n<p>\u4ee5\u4e0b\u7b2c\u516b\u8282\u662f\u4e00\u4e9b\u8fdb\u9636\u77e5\u8bc6\u3002<\/p>\n<h2>\u516b\u3001\u6a21\u578b\u5bfc\u51fa<\/h2>\n<h3>8.1\u3001\u6a21\u578b\u5bfc\u51fa<\/h3>\n<p>\u2460\u6309\u56fe\u6240\u793a\u4f9d\u6b21\u64cd\u4f5c&#xff1a;\u9009\u62e9\u68c0\u67e5\u70b9\u8def\u5f84&#xff0c;\u70b9\u51fbExport&#xff0c;\u4fee\u6539\u6700\u5927\u5206\u5757\u5927\u5c0f\u4e3a2\u3002 <img decoding=\"async\" src=\"2025-04-19vrmjlbulmt4.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<h3>8.2\u3001\u6a21\u578b\u5bfc\u51fa\u8def\u5f84\u5730\u5740\u9009\u62e9<\/h3>\n<p>\u2460\u56de\u5230JupyterLab&#xff0c;\u8fdb\u5165autodl-tmp\u6587\u4ef6\u5939&#xff08;\u670d\u52a1\u5668\u673a\u5b50\u7684\u6570\u636e\u76d8\u6587\u4ef6\u5939&#xff0c;\u9ed8\u8ba4\u662f50G\u5b58\u50a8\u7a7a\u95f4&#xff0c;\u5927\u6587\u4ef6\u653e\u5728\u6b64\u6587\u4ef6\u5939\u4e2d&#xff09;<\/p>\n<p>ps:\u5982\u679c\u670d\u52a1\u5668\u6570\u636e\u76d8\u5bb9\u91cf\u4e0d\u591f&#xff0c;\u5728\u670d\u52a1\u5668\u5173\u673a\u72b6\u6001\u4e0b\u6269\u5bb9\u6570\u636e\u76d8&#xff0c;\u6269\u5bb9\u9700\u8981\u8d39\u7528\u54c8\u3002 <img decoding=\"async\" src=\"2025-04-19ml0yffxcsau.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/> \u2461\u9f20\u6807\u5728\u7a7a\u767d\u9875\u53f3\u51fb\u521b\u5efa\u6587\u4ef6\u5939 <img decoding=\"async\" src=\"2025-04-19kaqkjcdl34t.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/> <img decoding=\"async\" src=\"2025-04-19jihics42ucy.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<p>\u2462\u590d\u5236\u65b0\u521b\u5efa\u7684\u6587\u4ef6\u5939\u8def\u5f84autodl-tmp\/modelfn <img decoding=\"async\" src=\"2025-04-19ba4b1jp5amg.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/> \u2463\u8fd4\u56de\u5fae\u8c03\u7684\u63a7\u5236\u53f0&#xff1a;\u8f93\u5165\/root\/autodl-tmp\/modelfn&#xff0c;\u70b9\u51fb\u5f00\u59cb\u5bfc\u51fa&#xff0c;\u8fdb\u884c\u6a21\u578b\u5bfc\u51fa\u3002 <img decoding=\"async\" src=\"2025-04-19juameetuuxa.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/> \u2464\u6a21\u578b\u5bfc\u51fa\u5b8c\u6210\u3002 <img decoding=\"async\" src=\"2025-04-19qbbbgqctbts.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<p><img decoding=\"async\" src=\"2025-04-19ryo2vzum2il.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<p>\u6700\u540e\u5207\u8bb0&#xff1a;\u4e00\u5b9a\u8981\u5173\u95ed\u4e91\u670d\u52a1\u5668&#xff0c;\u4e0d\u7136\u4f1a\u4e00\u76f4\u6263\u94b1\u7684\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6587\u7ae0\u6d4f\u89c8\u9605\u8bfb2.9k\u6b21\uff0c\u70b9\u8d5e74\u6b21\uff0c\u6536\u85cf35\u6b21\u3002\u672c\u7ae0\u8be6\u7ec6\u4ecb\u7ecd\uff1a\u3010\u65b0\u624b\u5fae\u8c03\u5927\u6a21\u578b\u3011\u3010\u5168\u7f51\u6700\u8be6\u7ec6\u3011\u5728AutoDL\u79df\u8d414090\u670d\u52a1\u5668\uff0c\u901a\u8fc7LLaMA-Factory\u6846\u67b6\u4f7f\u7528LoRA\u5fae\u8c03Qwen\u901a\u4e49\u5343\u95ee\u5927\u6a21\u578b\uff0c\u5305\u542b\u670d\u52a1\u5668\u79df\u8d41\u3001\u955c\u50cf\u4e0e\u6a21\u578b\u90e8\u7f72\u3001\u6570\u636e\u96c6\u4ee5\u53ca\u6a21\u578b\u5fae\u8c03\u7b49\u3002_autodl<\/p>\n","protected":false},"author":2,"featured_media":19008,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[587,347,1460,1459,43,427,224,51],"topic":[],"class_list":["post-19028","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-server","tag-587","tag-llama","tag-opencv","tag-llms","tag-43","tag-427","tag-224","tag-51"],"yoast_head":"<!-- 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