[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"tag-模型微調":3},{"tag":4,"articles":9},{"id":5,"name":6,"slug":6,"article_count":7,"description_zh":8,"description_en":8},"dd72c4a0-46b5-4389-b885-516b986118b1","模型微調",0,null,[10],{"id":11,"slug":12,"title":13,"summary":14,"category":15,"image_url":16,"cover_image":16,"language":17,"created_at":18},"bfbcb15a-47ab-478e-822a-38d89dc8cb84","lora-vs-qlora-vs-full-fine-tuning-zh","LoRA vs QLoRA vs 全量微調","這篇比較 LoRA、QLoRA 與全量微調，幫你用成本、顯存、速度與效果判斷哪一種大語言模型微調方式最適合你的團隊。","industry","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1778915627798-evv7.png","zh","2026-05-16T07:13:32.474543+00:00"]