{"id":13893,"date":"2024-03-07T19:55:31","date_gmt":"2024-03-07T11:55:31","guid":{"rendered":"https:\/\/92it.top\/?p=13893"},"modified":"2024-03-08T09:10:51","modified_gmt":"2024-03-08T01:10:51","slug":"%e6%96%b0%e6%89%8b%e5%90%91%e5%88%a9%e7%94%a8autodl%e4%ba%91%e7%ab%af%e8%ae%ad%e7%bb%83lora%e6%a8%a1%e5%9e%8b","status":"publish","type":"post","link":"https:\/\/92it.top\/?p=13893","title":{"rendered":"\u65b0\u624b\u5411\u5229\u7528AutoDl\u4e91\u7aef\u8bad\u7ec3Lora\u6a21\u578b"},"content":{"rendered":"\n

\u6b22\u8fce\u9605\u8bfb\u8fd9\u7bc7\u5229\u7528\u4e91\u7aef\u670d\u52a1\u5668\u8fdb\u884cai\u753b\u56felora\u6a21\u578b\u8bad\u7ec3\u7684\u6587\u7ae0\uff01\u624b\u628a\u624b\u64cd\u4f5c\uff0c\u8d85\u7ea7\u7b80\u5355\uff0c\u6709\u624b\u5c31\u884c\u3002<\/p>\n\n\n\n

\u76f8\u4fe1\u6709\u4e0d\u5c11\u670b\u53cb\u60f3\u8bad\u7ec3\u81ea\u5df1\u7684StableDiffusion-webui\u7684ai\u753b\u56fe\u6a21\u578b\uff0c\u4f46\u662f\u56e0\u4e3a\u5404\u79cd\u5404\u6837\u7684\u539f\u56e0\u5f88\u96be\u5b9e\u73b0\uff0c\u4f8b\u5982\u7535\u8111\u663e\u5361\u914d\u7f6e\u8fc7\u4f4e\uff0c\u4e0b\u8f7d\u914d\u7f6e\u6587\u4ef6\u4e0b\u8f7d\u4e0d\u4e0b\u6765\u7b49\u7b49\u7b49\u7b49\u2026\u2026<\/p>\n\n\n\n

\u8fd9\u91cc\u63a8\u8350\u4f7f\u7528\u670d\u52a1\u5668\u6765\u8bad\u7ec3\u6a21\u578b\uff0c\u5229\u7528\u670d\u52a1\u5668\u7684\u9ad8\u6027\u80fd\u663e\u5361\u548c\u793e\u533a\u955c\u50cf\u53ef\u4ee5\u5f88\u8f7b\u677e\u5730\u8df3\u8fc7\u914d\u7f6e\u95ee\u9898\uff01<\/p>\n\n\n\n

\u9996\u5148\u5148\u627e\u5230\u4e00\u4e2a\u670d\u52a1\u5668\u7f51\u7ad9\uff0c\u6211\u8fd9\u91cc\u4f7f\u7528\u7684\u662f\u56fd\u5185\u7684\u3010AutoDl\u3011www.autodl<\/strong>.com\/<\/a><\/p>\n\n\n

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\u70b9\u51fb\u79df\u7528\u65b0\u5b9e\u4f8b\uff0c\u5e76\u4e14\u9009\u62e9\u4f60\u6240\u9700\u8981\u7684\u3010RTX\u663e\u5361\u3011\uff0c\u8fd9\u91cc\u6211\u627e\u7684\u662f\u4e2aRTX3080\u7684\u663e\u5361\uff0c\u955c\u50cf\u9009\u62e9\u3010\u793e\u533a\u955c\u50cf\u3011\uff0c\u641c\u7d22\u201clora\u201d\uff0c\u9009\u62e9\u4e00\u4e2a\u5408\u9002\u7684\u955c\u50cf\uff0c\u70b9\u51fb\u7acb\u5373\u521b\u5efa\u3002\u8fd9\u91cc\u4f7f\u7528\u7684\u662f\u79cb\u53f6\u5927\u4f6c\u7684\u955c\u50cf\u3002<\/p>\n\n\n

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\u5728\u3010\u5bb9\u5668\u5b9e\u4f8b\u3011\u4e2d\u627e\u5230\u521a\u521a\u79df\u7528\u7684\u5b9e\u4f8b\uff0c\u70b9\u51fb\u5f00\u673a\uff0c\u5f00\u673a\u540e\uff0c\u70b9\u51fb\u3010JupyterLab\u3011\uff0c\u5728\u8fdb\u5165\u76ee\u5f55\u3010\/lora-scripts\/\u3011\u5e76\u6253\u5f00\u7ec8\u7aef\uff0c\u6216\u901a\u8fc7\u5728\u7ec8\u7aef\u4e2d\u901a\u8fc7cd\u547d\u4ee4<\/p>\n\n\n\n

cd lora-scripts<\/pre>\n\n\n\n
\u8fdb\u5165\u8be5\u76ee\u5f55\uff0c\u6ce8\u610f\uff0c\u786e\u4fdd\u76ee\u524d\u7684python\u73af\u5883\u662f\u3010lora\u3011\u3002<\/p>\n\n\n
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\"\"<\/figure><\/div>\n\n\n
\u5982\u679c\u8981\u4f7f\u7528GUI\uff08\u975e\u5fc5\u8981\uff0c\u540e\u9762\u4f1a\u4ecb\u7ecd\u4e0d\u901a\u8fc7GUI\u6765\u8bad\u7ec3\uff09\uff0c\u4f7f\u7528\u547d\u4ee4<\/p>\n\n\n\n
bash run_gui.sh<\/pre>\n\n\n\n
\u4ece\u800c\u8fd0\u884crun_gui.sh\u6587\u4ef6\u3002<\/p>\n\n\n
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\"\"<\/figure><\/div>\n\n\n
\u6ce8\u610f\uff0c\u8fd9\u91cc\u9700\u8981\u5c06\u5b9e\u4f8b\u7684\u7aef\u53e3\u4ee3\u7406\u5230\u672c\u5730\uff0c\u624d\u80fd\u6210\u529f\u8fdb\u5165GUI\u754c\u9762\u3002<\/p>\n\n\n\n
\u9996\u5148\u6211\u4eec\u8981\u627e\u5230SSH\u7684\u767b\u5f55\u6307\u4ee4\u548c\u5bc6\u7801\uff0c\u767b\u5f55\u6307\u4ee4\u5305\u62ec\u4e86\u7aef\u53e3\u3001\u4e3b\u673a\u3001\u7528\u6237\u540d\uff08root\uff09\u3002<\/p>\n\n\n\n
\u5728\u672c\u5730\u7535\u8111\u7684\u547d\u4ee4\u7a97\u53e3\/powershell\/terminal\u7b49\u4f7f\u7528\u5e2e\u52a9\u6587\u6863\u63d0\u4f9b\u7684\u6307\u4ee4\uff0c\u6211\u4eec\u8fdb\u516528000\u7aef\u53e3<\/p>\n\n\n\n
\u3010ssh -CNg -L \u7aef\u53e3\u53f7:127.0.0.1:\u7aef\u53e3\u53f7 \u7528\u6237\u540d@\u4e3b\u673a\u540d -p \u7aef\u53e3\u53f7\u3011\n\n\u8fd9\u4e2a\u547d\u4ee4\u662f\u7528\u4e8e\u5efa\u7acbSSH\u96a7\u9053\u7684\uff1a\nssh: \u8fd9\u662f\u7528\u4e8e\u542f\u52a8SSH\u8fde\u63a5\u7684\u547d\u4ee4\u3002\n-C: \u8fd9\u4e2a\u9009\u9879\u8868\u793a\u5f00\u542f\u538b\u7f29\uff0c\u53ef\u4ee5\u63d0\u9ad8\u6570\u636e\u4f20\u8f93\u7684\u6548\u7387\u3002\n-N: \u8fd9\u4e2a\u9009\u9879\u8868\u793a\u4e0d\u6267\u884c\u8fdc\u7a0b\u547d\u4ee4\u3002\u901a\u5e38\u7528\u4e8e\u53ea\u5efa\u7acb\u96a7\u9053\u800c\u4e0d\u9700\u8981\u5728\u8fdc\u7a0b\u4e3b\u673a\u4e0a\u6267\u884c\u547d\u4ee4\u7684\u60c5\u51b5\u3002\n-g: \u8fd9\u4e2a\u9009\u9879\u8868\u793a\u5141\u8bb8\u8fdc\u7a0b\u4e3b\u673a\u8fde\u63a5\u5230\u672c\u5730\u8f6c\u53d1\u7684\u7aef\u53e3\u3002\u5982\u679c\u4e0d\u52a0\u8fd9\u4e2a\u9009\u9879\uff0c\u53ea\u6709\u672c\u5730\u4e3b\u673a\u53ef\u4ee5\u8fde\u63a5\u5230\u8f6c\u53d1\u7684\u7aef\u53e3\u3002\n-L 6006:127.0.0.1:6006: \u8fd9\u4e2a\u9009\u9879\u8868\u793a\u5728\u672c\u5730\u4e3b\u673a\u4e0a\u521b\u5efa\u4e00\u4e2a\u7aef\u53e3\u8f6c\u53d1\uff0c\u5c06\u672c\u5730\u4e3b\u673a\u76846006\u7aef\u53e3\u8f6c\u53d1\u5230\u8fdc\u7a0b\u4e3b\u673a\u7684127.0.0.1\u76846006\u7aef\u53e3\u3002\nroot@ssh.intern-ai.org.cn: \u8fd9\u662f\u8fdc\u7a0b\u4e3b\u673a\u7684\u7528\u6237\u540d\u548c\u4e3b\u673a\u540d\u3002\n-p 33908: \u8fd9\u4e2a\u9009\u9879\u8868\u793a\u8fde\u63a5\u8fdc\u7a0b\u4e3b\u673a\u65f6\u4f7f\u7528\u7684\u7aef\u53e3\u53f7\u3002<\/pre>\n\n\n\n
\u4f8b\u5982<\/p>\n\n\n\n
ssh -CNg -L 28000:127.0.0.1:28000 root@region-38.seetacloud.com -p 29841<\/pre>\n\n\n\n
\u8f93\u5165\u5bc6\u7801\uff0c\u5c31\u53ef\u4ee5\u5728\u672c\u5730\u8bbf\u95ee\u7aef\u53e3\u4e86\uff0c\u6210\u529f\u8fdb\u5165GUI\u3002\u8fd9\u79cd\u65b9\u5f0f\u6709\u7f3a\u9677\uff0c\u53ea\u80fd\u8bbf\u95ee\u4e00\u4e2a\u7aef\u53e3\uff0c\u5927\u5bb6\u53ef\u4ee5\u81ea\u884c\u5728\u7f51\u4e0a\u67e5\u627e\u8bbf\u95ee\u591a\u4e2a\u7aef\u53e3\u7684\u65b9\u6cd5\u3002\u901a\u8fc7GUI\u4f1a\u66f4\u65b9\u4fbf\u8bbe\u7f6e\u53c2\u6570\uff0c\u8bbf\u95ee\u53e6\u4e00\u4e2a\u7aef\u53e3\u53ef\u4ee5\u8fdb\u5165Tensorboard\u6765\u89c2\u5bdf\u8bad\u7ec3\u4e2dloss\u7684\u53d8\u6362\u60c5\u51b5\u3002<\/p>\n\n\n\n
\u5728GUI\u4e2d\u914d\u7f6e\u597d\u53c2\u6570\u70b9\u51fb\u76f4\u63a5\u5f00\u59cb\u8bad\u7ec3\u5373\u53ef\u5f00\u59cb\u8bad\u7ec3\u3002<\/p>\n\n\n
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\"\"<\/figure><\/div>\n\n
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\"\"<\/figure><\/div>\n\n\n
\u8fd9\u6837\uff0c\u6211\u4eec\u7684\u914d\u7f6e\u5de5\u4f5c\u5c31\u5f88\u8f7b\u677e\u5730\u51c6\u5907\u5b8c\u6210\u4e86\u3002\u4e0b\u9762\u6765\u7b80\u5355\u8c08\u8c08\u8981\u8ba9lora\u6a21\u578b\u8bad\u7ec3\u8d77\u6765\u9700\u8981\u914d\u7f6e\u7684\u6700\u8d77\u7801\u7684\u53c2\u6570\u3002<\/p>\n\n\n\n
\u9996\u5148\u662f\u6570\u636e\u96c6\uff0clora\u6a21\u578b\u7684\u6570\u636e\u96c6\u9700\u8981\u653e\u5728\u3010\/lora-scripts\/\u3011\u4e2d\u7684\u3010train\u3011\u76ee\u5f55\u4e0b\uff0c\u6211\u4eec\u73b0\u5728\u3010train\u3011\u6587\u4ef6\u5939\u4e2d\u65b0\u5efa\u6587\u4ef6\u5939\u3010NameOfDataset\u3011\uff0c\u518d\u5728\u8fd9\u4e2a\u65b0\u5efa\u7684\u6587\u4ef6\u5939\u4e2d\u65b0\u5efa\u4e00\u4e2a\u301020_NameOfDataset\u3011\uff0c\u8fd9\u4e2a\u201c20\u201d\u662f\u6307\u6bcf\u5f20\u56fe\u8bad\u7ec320\u6b21\uff0c\u662f\u4e2a\u53ef\u4ee5\u6539\u53d8\u7684\u53c2\u6570\u3002\u6211\u4eec\u9700\u8981\u5c06\u5728StableDiffuion-Webui\u4e2d\u9884\u5904\u7406\u597d\u7684\u56fe\u7247\u548c\u6807\u7b7e\u653e\u5728\u8fd9\u4e2a\u6587\u4ef6\u5939\u4e2d\uff0c\u4e00\u822c\u6211\u4eec\u7528512*512\u5927\u5c0f\u7684\u56fe\u7247\u8fdb\u884c\u8bad\u7ec3\u3002\u5728autodl\u7684\u5e2e\u52a9\u6587\u6863\u4e2d\uff0c\u6211\u4eec\u53ef\u4ee5\u627e\u5230\u4e0a\u4f20\u548c\u4e0b\u8f7d\u6587\u4ef6\u7684\u65b9\u6cd5\uff0c\u63a8\u8350\u4f7f\u7528FileZilla\u3002\u5f53\u7136\u6570\u636e\u96c6\u8f83\u5c0f\uff0c\u53ef\u4ee5\u70b9\u51fb\u4e0b\u56fe\u5708\u8d77\u6765\u7684\u952e\u4e0a\u4f20\u5230\u521a\u521a\u5efa\u597d\u7684\u6587\u4ef6\u5939\u4e2d\u3002<\/p>\n\n\n\n
\u63a5\u4e0b\u6765\uff0c\u6253\u5f00GUI\u4fee\u6539\u597d\u8bad\u7ec3\u6570\u636e\u96c6\u8def\u5f84\u548c\u540d\u79f0\uff0c\u70b9\u51fb\u76f4\u63a5\u5f00\u59cb\u8bad\u7ec3\u5c31\u53ef\u4ee5\u5f00\u59cb\u8bad\u7ec3\u4e86\u3002<\/p>\n\n\n
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\"\"<\/figure><\/div>\n\n\n
\u5982\u679c\u6ca1\u6709GUI\u754c\u9762\uff0c\u53ef\u4ee5\u6253\u5f00\u3010train.sh\u3011\uff0c\u4fee\u6539\u3010train_data_dir\u3011\u4e3a\u3010train\u3011\u76ee\u5f55\u4e0b\u7684\u6587\u4ef6\u5939\uff0c\u4fee\u6539\u3010output_name\u3011\u4e3a\u8f93\u51fa\u6a21\u578b\u540d\u79f0\uff0c\u5373\u53ef\u5f00\u59cb\u8bad\u7ec3\uff0c\u4fdd\u5b58\u8def\u5f84\u9ed8\u8ba4\u4e3a\u5728output_dir\u4e2d\u3002\u5176\u4ed6\u7684\u53c2\u6570\u53ef\u4ee5\u5728\u7f51\u4e0a\u67e5\u627e\u5176\u7528\u5904\uff0c\u6839\u636e\u9700\u8981\u4fee\u6539\u3002\u4e00\u822c\u6765\u8bf4batch_size=1\u4e14GPU\u578b\u53f7\u9002\u5408\u7684\u60c5\u51b5\u4e0b\uff0c\u5728\u7ec8\u7aef\u8fd0\u884c\u4f7f\u7528\u6307\u4ee4<\/p>\n\n\n\n
bash train.sh<\/pre>\n\n\n\n
\u5c31\u80fd\u6210\u529f\u5f00\u59cb\u8bad\u7ec3\u3002<\/p>\n\n\n
\n
\"\"<\/figure><\/div>","protected":false},"excerpt":{"rendered":"
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