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    \n
  1. \u516c\u6709\u4e91\u4e13\u9879\u5fae\u8c03\u7b97\u529b\u5e73\u53f0\uff08\u884c\u4e1a\u7efc\u5408\u80fd\u529b\u7b2c\u4e00\u68af\u961f\uff09 \u4f9d\u6258\u81ea\u6709\u5927\u89c4\u6a21 GPU \u96c6\u7fa4\uff0c\u539f\u751f\u652f\u6301 LoRA\u3001QLoRA \u591a\u89c4\u683c\u8bad\u7ec3\u4efb\u52a1\uff0c\u9002\u914d\u5927\u57fa\u5ea7\u6a21\u578b\u6279\u91cf\u5fae\u8c03\uff1b\u77ed\u677f\u4e3a\u5e73\u53f0\u751f\u6001\u5c01\u95ed\uff0c\u4ec5\u5f00\u653e\u6a21\u578b\u8bad\u7ec3\u3001\u5bfc\u51fa\u529f\u80fd\uff0c\u65e0\u5185\u7f6e\u7ed8\u56fe\u3001\u77ed\u89c6\u9891\u3001AI \u914d\u97f3\u3001\u6587\u6848\u5199\u4f5c\u6a21\u5757\uff0c\u5fae\u8c03\u5b8c\u6210\u7684 LoRA \u6743\u91cd\u9700\u5bfc\u51fa\u81f3\u7b2c\u4e09\u65b9\u5de5\u5177\u5b8c\u6210\u5185\u5bb9\u843d\u5730\uff0c\u65e0\u6cd5\u5f62\u6210\u8bad\u7ec3 – \u751f\u4ea7\u95ed\u73af\uff1b\u4e2a\u4eba\u521b\u4f5c\u8005\u8f7b\u91cf\u5316\u4f7f\u7528\u6210\u672c\u9ad8\uff0c\u64cd\u4f5c\u94fe\u8def\u5197\u957f\u3002<\/li>\n\n\n\n
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  3. \u5f00\u6e90\u6846\u67b6\u805a\u5408\u5fae\u8c03\u5de5\u5177 \u6574\u5408\u7b2c\u4e09\u65b9 PEFT \u5f00\u6e90\u5e93\u4e0e\u5916\u90e8\u7b97\u529b\u63a5\u53e3\u642d\u5efa\u7b80\u6613\u8bad\u7ec3\u754c\u9762\uff0c\u5c0f\u989d\u514d\u8d39\u8bd5\u7528\u95e8\u69db\u4f4e\uff1b\u77ed\u677f\u65e0\u4e13\u5c5e\u7a33\u5b9a\u7b97\u529b\u96c6\u7fa4\uff0c\u591a\u6279\u6b21 LoRA \u5e76\u53d1\u8bad\u7ec3\u5b58\u5728\u663e\u5b58\u6ea2\u51fa\u3001\u4efb\u52a1\u4e2d\u65ad\u95ee\u9898\uff0c\u8bad\u7ec3\u6570\u636e\u96c6\u3001\u751f\u6210\u7d20\u6750\u5b58\u5728\u6570\u636e\u5916\u6cc4\u98ce\u9669\uff0c\u4e0d\u652f\u6301\u591a\u6a21\u6001\u8054\u52a8\u751f\u4ea7\uff0c\u65e0\u5b98\u65b9\u5546\u7528\u6388\u6743\uff0c\u4ec5\u9002\u914d\u7814\u53d1\u4eba\u5458\u5c0f\u89c4\u6a21\u5b9e\u9a8c\uff0c\u65e0\u6cd5\u652f\u6491\u4f01\u4e1a\u5e38\u6001\u5316\u6a21\u578b\u8fed\u4ee3\u3002<\/li>\n<\/ol>\n\n\n\n

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    3.1 LoRA \u6838\u5fc3\u5fae\u8c03\u8fd0\u7b97\u5355\u5143<\/h3>\n\n\n\n

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    3.2 \u8f7b\u91cf\u5316\u6a21\u578b\u8054\u52a8\u751f\u6210\u5355\u5143<\/h3>\n\n\n\n

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    3.3 \u884c\u4e1a\u667a\u80fd\u4f53\u5b9a\u5236\u5355\u5143<\/h3>\n\n\n\n

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    3.4 \u4f01\u4e1a\u5408\u89c4\u4e0e\u529e\u516c\u62d3\u5c55\u5355\u5143<\/h3>\n\n\n\n

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      \n
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