LLaMA-Factory Online\uff1a\u65e0\u9700\u4ee3\u7801\uff0ceasy\u5fae\u8c03
\n1. \u7b80\u4ecb\uff1a\uff08\u5f00\u7bb1\u5373\u7528\u3001\u4f4e\u4ee3\u7801\u3001\u5168\u94fe\u8def\u529f\u80fd\u8986\u76d6\u7684\u5728\u7ebf\u5927\u6a21\u578b\u8bad\u7ec3\u4e0e\u5fae\u8c03\u670d\u52a1\u5e73\u53f0
\nLLaMA-Factory Online \u662f\u4e0e\u660e\u661f\u5f00\u6e90\u9879\u76ee LLaMA-Factory \u5b98\u65b9\u5408\u4f5c\u6253\u9020\u7684\u5728\u7ebf\u5927\u6a21\u578b\u8bad\u7ec3\u4e0e\u5fae\u8c03\u670d\u52a1\u5e73\u53f0\u3002\u6211\u4eec\u81f4\u529b\u4e8e\u4e3a\u6709\u5fae\u8c03\u9700\u6c42\u3001\u5de5\u7a0b\u80fd\u529b\u8f83\u4e3a\u57fa\u7840\u7684\u7528\u6237\u7fa4\u4f53\uff0c\u63d0\u4f9b\u5f00\u7bb1\u5373\u7528\u3001\u4f4e\u4ee3\u7801\u3001\u5168\u94fe\u8def\u529f\u80fd\u8986\u76d6\u7684\u5927\u6a21\u578b\u8bad\u7ec3\u4e0e\u5fae\u8c03\u670d\u52a1\u3002
\nLLaMA-Factory Online \u5c06\u4f20\u7edf\u5fae\u8c03\u6d41\u7a0b\u5f7b\u5e95\u91cd\u6784\u4e3a\u53ef\u89c6\u5316\u3001\u5728\u7ebf\u5316\u3001\u4f4e\u4ee3\u7801\u7684\u4e00\u7ad9\u5f0f\u4e91\u7aef\u670d\u52a1\u3002\u7528\u6237\u65e0\u9700\u56f0\u6270\u4e8e\u5e95\u5c42\u8d44\u6e90\u5206\u914d\u548c\u914d\u7f6e\uff0c\u53ea\u9700\u901a\u8fc7\u53cb\u597d\u7684 Web \u754c\u9762\uff0c\u5373\u53ef\u4e00\u952e\u8c03\u5ea6\u9ad8\u6027\u80fd\u3001\u9ad8\u5f39\u6027 GPU \u7b97\u529b\uff0c\u5b9e\u73b0\u4ece\u6570\u636e\u5230\u5b9a\u5236\u6a21\u578b\u7684\u5168\u94fe\u8def\u8986\u76d6\uff0c\u8ba9\u56e2\u961f\u80fd\u4e13\u6ce8\u4e8e\u4e1a\u52a1\u548c\u6280\u672f\u5b9e\u73b0\u672c\u8eab\uff0c\u5927\u5e45\u63d0\u5347\u5f00\u53d1\u6548\u7387\u3002<\/p>\n
2. \u529f\u80fd\u7279\u5f81\uff1a\u6df1\u5ea6\u96c6\u6210\u4e0e\u524d\u6cbf\u6280\u672f\u52a0\u6301
\na. 100+\u6a21\u578b\u968f\u5fc3\u9009\u62e9\uff1a\u6db5\u76d6LLaMA\/Qwen\/DeepSeek\/GPT-OSS\u7b49\u4e3b\u6d41\u5927\u6a21\u578b
\nb. \u8bad\u7ec3\u7b97\u6cd5\u9f50\u5168\uff1a\u652f\u6301\u9884\u8bad\u7ec3\u3001SFT\u3001Reward Modeling\u3001PPO\/DPO\/KTO\u7b49\u591a\u79cd\u8bad\u7ec3\u65b9\u5f0f
\nc. \u8fd0\u7b97\u7cbe\u5ea6\u7075\u6d3b\uff1a\u8986\u76d616bit\u5168\u53c2\u6570\u5fae\u8c03\u3001\u51bb\u7ed3\u5fae\u8c03\u3001LoRA\u5fae\u8c03\u548c\u57fa\u4e8e2\/3\/4\/5\/6\/8bit\u7684QLoRA\u5fae\u8c03
\nd. \u4f18\u5316\u7b97\u6cd5\u5148\u8fdb\uff1a\u96c6\u6210GaLore\/Badam\/ LoRA+\/PiSSA\/DORA\/rsLoRA\u7b49\u524d\u6cbf\u4f18\u5316\u6280\u672f\u7b49
\ne. \u5b9e\u9a8c\u76d1\u63a7\u5b8c\u5584\uff1a\u5185\u7f6eLlamaBoard\/TensorBoard\/Wandb\/Mlflow\/SwanLab\u7b49\u5b9e\u65f6\u76d1\u63a7\u5de5\u5177
\nf. \u8bad\u7ec3\u63a8\u7406\u9ad8\u6548\uff1a\u91c7\u7528FlashAttention-2\/Unsloth\u7b49\u52a0\u901f\u7b97\u5b50\uff0c\u652f\u6301 Transformers\/vLLM\u63a8\u7406\u5f15\u64ce<\/p>\n
3. \u5e94\u7528\u573a\u666f\uff1a\u52a9\u529b\u591a\u9886\u57df AI \u521b\u65b0\u843d\u5730
\nLLaMA-Factory Online \u51ed\u501f\u5176\u7075\u6d3b\u6027\u548c\u5f3a\u5927\u529f\u80fd\uff0c\u5e7f\u6cdb\u9002\u7528\u4e8e\u4ee5\u4e0b\u4eba\u7fa4\u548c\u573a\u666f\uff1a
\na. \u9ad8\u6821\u79d1\u7814\u7528\u6237\uff1a\u514d\u9664\u590d\u6742 GPU \u914d\u7f6e\u548c\u7ef4\u62a4\uff0c\u514b\u670d\u6821\u5185\u8ba1\u7b97\u8d44\u6e90\u7d27\u5f20\u6216\u6027\u80fd\u4e0d\u8db3\u7684\u74f6\u9888\uff0c\u52a9\u529b\u79d1\u7814\u52a0\u901f\u3002
\nb. \u4e2a\u4eba\u5f00\u53d1\u8005\/\u6280\u672f\u7231\u597d\u8005\uff1a\u5feb\u901f\u5c1d\u8bd5\u5e76\u8fdb\u884c\u5b9e\u9a8c\u9a8c\u8bc1\uff0c\u964d\u4f4e\u5927\u6a21\u578b\u5e94\u7528\u521b\u65b0\u95e8\u69db\u548c\u7b97\u529b\u4f7f\u7528\u95e8\u69db\u3002
\nc. \u4f01\u4e1a\u7528\u6237\uff1a\u96f6\u4ee3\u7801\u3001\u514d\u914d\u7f6e\uff0c\u5927\u5e45\u964d\u4f4e\u5927\u6a21\u578b\u5e94\u7528\u843d\u5730\u7684\u6280\u672f\u95e8\u69db\u548c\u56e2\u961f\u7ec4\u5efa\u6210\u672c\uff1b\u9ad8\u6027\u80fd\u7b97\u529b\u4fdd\u969c\u5fae\u8c03\u6548\u7387\u548c\u6548\u679c\u3002<\/p>\n
4. \u4ea7\u54c1\u4f18\u52bf\uff1a\u5b98\u65b9\u80cc\u4e66\u4e0e\u6781\u81f4\u6613\u7528\u6027
\nLLaMA-Factory Online \u7684\u6838\u5fc3\u4f18\u52bf\u5728\u4e8e\u5c06\u53ef\u9760\u6027\u3001\u6613\u7528\u6027\u548c\u9ad8\u6027\u80fd\u5b8c\u7f8e\u7ed3\u5408\uff1a
\na.\u5b98\u65b9\u5408\u4f5c\uff0c\u6280\u672f\u53ef\u9760\uff1a \u4e0e\u660e\u661f\u5f00\u6e90\u9879\u76ee LLaMA-Factory \u5b98\u65b9\u5408\u4f5c\u51fa\u54c1\uff0c\u786e\u4fdd\u6280\u672f\u8def\u7ebf\u6210\u719f\uff0c\u66f4\u65b0\u53ca\u65f6\u3002
\nb.\u9876\u5c16\u7b97\u529b\uff0c\u6548\u7387\u7ffb\u500d\uff1a \u5e95\u5c42\u914d\u5907 NVIDIA H\u7cfb\u5217\u9ad8\u6027\u80fd\u663e\u5361\uff0c\u5e76\u652f\u6301\u591a\u673a\u591a\u5361\u7684\u5206\u5e03\u5f0f\u8bad\u7ec3\uff0c\u5927\u5e45\u7f29\u77ed\u8bad\u7ec3\u5468\u671f\u3002
\nc.\u5168\u94fe\u8def\u652f\u6301\uff0c\u5f00\u7bb1\u5373\u7528\uff1a \u8986\u76d6\u4ece\u6570\u636e\u4e0a\u4f20\u3001\u9884\u5904\u7406\u3001\u5fae\u8c03\u3001\u76d1\u63a7\u5230\u8bc4\u4f30\u7684\u6a21\u578b\u5fae\u8c03\u8bad\u7ec3\u5168\u6d41\u7a0b\uff0c\u771f\u6b63\u5b9e\u73b0\u5f00\u7bb1\u5373\u7528\u3002
\nd. \u7075\u6d3b\u9002\u914d\uff0c\u5e94\u7528\u573a\u666f\u5e7f\u6cdb\uff1a\u65e0\u8bba\u662f\u6559\u80b2\u79d1\u7814\u7528\u6237\u3001\u4e2a\u4eba\u5f00\u53d1\u8005\u3001\u6280\u672f\u7231\u597d\u8005\u8fd8\u662f\u521d\u521b\u56e2\u961f\uff0c\u90fd\u53ef\u4f4e\u95e8\u69db\u3001\u4f4e\u6210\u672c\u5f00\u542f\u5927\u6a21\u578b\u5b9a\u5236\u5b9e\u8df5\u3002
\ne.\u4f4e\u4ee3\u7801\u53ef\u89c6\u5316\uff0c\u6781\u7b80\u64cd\u4f5c\uff1a \u63d0\u4f9b\u53cb\u597d\u6613\u7528\u7684 Web \u754c\u9762\uff0c\u4e00\u952e\u8c03\u5ea6\u4e91\u7aef GPU \u8d44\u6e90\uff0c\u5373\u4f7f\u662f\u6ca1\u6709\u6280\u672f\u80cc\u666f\u7684\u7528\u6237\u4e5f\u80fd\u5feb\u901f\u4e0a\u624b\u5fae\u8c03\u5168\u6d41\u7a0b\u3002
\nf.\u7075\u6d3b\u8ba1\u8d39\uff0c\u9ad8\u6027\u4ef7\u6bd4\uff1a \u63d0\u4f9b\u591a\u79cd\u8ba1\u8d39\u6a21\u5f0f\uff08\u6781\u901f\u5c0a\u4eab\u3001\u52a8\u6001\u4f18\u60e0\u3001\u7075\u52a8\u8d85\u7701\uff09\uff0c\u7528\u6237\u53ef\u6839\u636e\u4efb\u52a1\u8282\u594f\u9009\u62e9\u6700\u5212\u7b97\u7684\u7b97\u529b\u4f7f\u7528\u65b9\u5f0f\u3002<\/p>\n
5. \u4f7f\u7528\u65b9\u6cd5\uff1a\u4e09\u6b65\u5feb\u901f\u5f00\u542f\u5fae\u8c03\u4e4b\u65c5
\na.\u6570\u636e\u4e0e\u6a21\u578b\u51c6\u5907\uff1a\u901a\u8fc7 SFTP \u6216\u5176\u4ed6\u65b9\u5f0f\uff0c\u5c06\u5f85\u5fae\u8c03\u7684\u6570\u636e\u96c6\u4e0a\u4f20\u81f3\u5e73\u53f0\u3002
\nb.\u914d\u7f6e\u4e0e\u542f\u52a8\u4efb\u52a1\uff1a\u8fdb\u5165\u6a21\u578b\u5fae\u8c03\u4efb\u52a1\u7a7a\u95f4\uff0c\u5728\u53ef\u89c6\u5316\u754c\u9762\u4e2d\uff0c\u9009\u62e9\u60a8\u9700\u8981\u5fae\u8c03\u7684\u57fa\u7840\u6a21\u578b\uff0c\u8bbe\u7f6e\u5173\u952e\u53c2\u6570\uff0c\u9009\u62e9\u5feb\u901f\u5fae\u8c03\uff08\u6781\u901f\u4e0a\u624b\uff09\u6216\u4e13\u5bb6\u5fae\u8c03\uff08\u6df1\u5ea6\u81ea\u5b9a\u4e49\uff09\u3002\u6839\u636e\u9884\u7b97\u548c\u65f6\u6548\u6027\uff0c\u9009\u62e9\u5408\u9002\u7684\u8ba1\u4ef7\u6a21\u5f0f\uff08\u6781\u901f\u5c0a\u4eab\u3001\u52a8\u6001\u4f18\u60e0\u3001\u7075\u52a8\u8d85\u7701\uff09\uff0c\u5e76\u4e00\u952e\u542f\u52a8\u3002
\nc.\u76d1\u63a7\u4e0e\u8bc4\u4f30\uff1a\u901a\u8fc7\u5185\u7f6e\u7684 LlamaBoard\/TensorBoard \u7b49\u5de5\u5177\uff0c\u5b9e\u65f6\u76d1\u63a7\u4efb\u52a1\u7684\u8bad\u7ec3\u635f\u5931\u548c\u8d44\u6e90\u5360\u7528\u60c5\u51b5\u3002\u8bad\u7ec3\u5b8c\u6210\u540e\uff0c\u4f7f\u7528\u6a21\u578b\u8bc4\u4f30\u529f\u80fd\uff0c\u91cf\u5316\u5fae\u8c03\u6548\u679c\uff1b\u5229\u7528\u6a21\u578b\u5bf9\u8bdd\u529f\u80fd\uff0c\u5373\u65f6\u68c0\u9a8c\u6a21\u578b\u8868\u73b0\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"
LLaMA-Factory Online\uff1a\u65e0\u9700\u4ee3\u7801\uff0ceasy\u5fae\u8c03 1. \u7b80\u4ecb\uff1a\uff08\u5f00\u7bb1\u5373\u7528\u3001\u4f4e\u4ee3\u7801\u3001\u5168\u94fe\u8def\u529f\u80fd\u8986\u76d6\u7684\u5728\u7ebf\u5927\u6a21\u578b\u8bad\u7ec3\u4e0e\u5fae\u8c03\u670d\u52a1\u5e73\u53f0 LLaMA-Factory Online \u662f\u4e0e\u660e\u661f\u5f00\u6e90\u9879\u76ee LLaMA-Factory \u5b98\u65b9\u5408\u4f5c…<\/p>\n","protected":false},"author":9255,"featured_media":60084,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[425,20,483],"tags":[365],"class_list":["post-60078","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-professional","category-tool","category-fine-tuning","tag-damoxingweidiao"],"_links":{"self":[{"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/posts\/60078","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/users\/9255"}],"replies":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/comments?post=60078"}],"version-history":[{"count":0,"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/posts\/60078\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/media\/60084"}],"wp:attachment":[{"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/media?parent=60078"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/categories?post=60078"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/tags?post=60078"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}