{"id":969,"date":"2025-12-26T19:30:16","date_gmt":"2025-12-26T11:30:16","guid":{"rendered":"https:\/\/www.52runoob.com\/?p=969"},"modified":"2025-12-26T19:30:16","modified_gmt":"2025-12-26T11:30:16","slug":"unsloth","status":"publish","type":"post","link":"https:\/\/www.52runoob.com\/index.php\/2025\/12\/26\/unsloth\/","title":{"rendered":"unsloth"},"content":{"rendered":"\n<p><strong>Unsloth<\/strong> \u662f\u4e00\u4e2a\u5f00\u6e90\u7684\u4eba\u5de5\u667a\u80fd\u5de5\u5177\/\u6846\u67b6\uff0c\u4e3b\u8981\u7528\u4e8e\u9ad8\u6548<strong>\u5fae\u8c03\uff08Fine-tuning\uff09\u548c\u8bad\u7ec3\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff08LLMs\uff09<\/strong>\uff0c\u4f7f\u5f00\u53d1\u8005\u53ef\u4ee5\u5728\u66f4\u77ed\u7684\u65f6\u95f4\u3001\u66f4\u4f4e\u7684\u663e\u5b58\u6210\u672c\u4e0b\u8bad\u7ec3\u50cf LLaMA\u3001Mistral\u3001Phi\u3001Gemma \u8fd9\u6837\u7684\u6a21\u578b\u3002(<a href=\"https:\/\/unsloth.ai\/?utm_source=chatgpt.com\">Unsloth<\/a>)<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\ud83d\ude80 \u6838\u5fc3\u662f\u4ec0\u4e48<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u9ad8\u6548\u5fae\u8c03\u5de5\u5177<\/strong>\uff1aUnsloth \u65e8\u5728\u663e\u8457\u63d0\u5347\u6a21\u578b\u5fae\u8c03\u901f\u5ea6\uff0c\u540c\u65f6\u51cf\u5c11\u663e\u5b58\uff08VRAM\uff09\u4f7f\u7528\uff0c\u4f7f\u5f97\u5373\u4f7f\u662f\u666e\u901a GPU\uff08\u5982 Colab \u6216\u6d88\u8d39\u7ea7\u663e\u5361\uff09\u4e5f\u80fd\u8bad\u7ec3\u5927\u578b\u6a21\u578b\u3002(<a href=\"https:\/\/www.openaiml.io\/tools\/unsloth\/?utm_source=chatgpt.com\">OpenAI\/ML<\/a>)<\/li>\n\n\n\n<li><strong>\u5f00\u6e90\u81ea\u7531<\/strong>\uff1a\u5de5\u5177\u662f\u5f00\u6e90\u9879\u76ee\uff0c\u53ef\u5728 GitHub \u4e0a\u8bbf\u95ee\u5176\u6e90\u7801\u3001\u6587\u6863\u548c\u793a\u4f8b\u3002(<a href=\"https:\/\/github.com\/unslothai\/unsloth?utm_source=chatgpt.com\">GitHub<\/a>)<\/li>\n\n\n\n<li><strong>\u652f\u6301\u591a\u79cd\u6a21\u578b<\/strong>\uff1a\u652f\u6301\u5305\u62ec LLaMA\u3001Mistral\u3001Phi\u3001Qwen\u3001Gemma \u7b49\u591a\u79cd\u5927\u578b\u6a21\u578b\u3002(<a href=\"https:\/\/www.aipintai.com\/unsloth.html?utm_source=chatgpt.com\">AI\u5e73\u53f0<\/a>)<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\ud83d\udee0 \u4e3b\u8981\u7279\u70b9<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u663e\u5b58\u5229\u7528\u4f18\u5316<\/strong>\uff1a\u901a\u8fc7\u4f18\u5316\u8ba1\u7b97\u548c GPU \u5185\u6838\uff08\u6bd4\u5982\u4f7f\u7528 Triton \u7f16\u5199\u9ad8\u6548\u7b97\u5b50\uff09\uff0c\u663e\u5b58\u4f7f\u7528\u663e\u8457\u964d\u4f4e\uff0c\u8bad\u7ec3\u66f4\u5927\u6a21\u578b\u66f4\u5bb9\u6613\u3002(<a href=\"https:\/\/unsloth.ai\/?utm_source=chatgpt.com\">Unsloth<\/a>)<\/li>\n\n\n\n<li><strong>\u901f\u5ea6\u63d0\u5347<\/strong>\uff1a\u76f8\u8f83\u4e8e\u4f20\u7edf\u65b9\u6cd5\uff0c\u8bad\u7ec3\u901f\u5ea6\u53ef\u4ee5\u63d0\u5347\u51e0\u500d\u751a\u81f3\u6570\u5341\u500d\u3002(<a href=\"https:\/\/alternativeto.net\/software\/unsloth\/about\/?utm_source=chatgpt.com\">AlternativeTo<\/a>)<\/li>\n\n\n\n<li><strong>\u6613\u4e8e\u4f7f\u7528<\/strong>\uff1a\u63d0\u4f9b pip \u5305\u3001Colab\/Kaggle notebook \u793a\u4f8b\uff0c\u53ef\u4ee5\u5feb\u901f\u4e0a\u624b\u3002(<a href=\"https:\/\/pypi.org\/project\/unsloth\/?utm_source=chatgpt.com\">PyPI<\/a>)<\/li>\n\n\n\n<li><strong>\u517c\u5bb9\u4e3b\u6d41\u5de5\u5177<\/strong>\uff1a\u53ef\u4e0e Hugging Face\u3001vLLM\u3001Ollama \u7b49\u751f\u6001\u7cfb\u7edf\u914d\u5408\u4f7f\u7528\u3002(<a href=\"https:\/\/docs.unsloth.ai\/get-started\/unsloth-docs?utm_source=chatgpt.com\">Unsloth \u6587\u6863<\/a>)<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\ud83d\udce6 \u5b89\u88c5\u4e0e\u8d44\u6e90<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u5b98\u7f51 \/ \u6587\u6863<\/strong>\uff1a\u53ef\u4ee5\u67e5\u770b\u5b98\u65b9\u6587\u6863\u83b7\u5f97\u5feb\u901f\u5165\u95e8\u6307\u5357\u3002(<a href=\"https:\/\/docs.unsloth.ai\/get-started\/unsloth-docs?utm_source=chatgpt.com\">Unsloth \u6587\u6863<\/a>)<\/li>\n\n\n\n<li><strong>GitHub \u4ed3\u5e93<\/strong>\uff1a\u6e90\u7801\u3001\u793a\u4f8b\u548c\u8be6\u7ec6\u8bf4\u660e\u90fd\u5728 GitHub \u4e0a\u3002(<a href=\"https:\/\/github.com\/unslothai\/unsloth?utm_source=chatgpt.com\">GitHub<\/a>)<\/li>\n\n\n\n<li><strong>PyPI \u5305<\/strong>\uff1a\u901a\u8fc7 <code>pip install unsloth<\/code> \u5b89\u88c5\u5230 Python \u73af\u5883\u4e2d\u3002(<a href=\"https:\/\/pypi.org\/project\/unsloth\/?utm_source=chatgpt.com\">PyPI<\/a>)<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\ud83d\udccc \u7b80\u5355\u7406\u89e3<\/h3>\n\n\n\n<p>\u5982\u679c\u4f60\u662f AI \u5f00\u53d1\u8005\u6216\u7814\u7a76\u8005\uff0cUnsloth \u80fd\u8ba9\u4f60\u5728\u8d44\u6e90\u6709\u9650\u7684\u786c\u4ef6\u4e0a\u66f4\u5feb\u3001\u66f4\u7701\u663e\u5b58\u5730<strong>\u5b9a\u5236\u548c\u8bad\u7ec3\u5927\u578b\u8bed\u8a00\u6a21\u578b<\/strong>\u3002\u8fd9\u5bf9\u4e8e\u60f3\u8981\u5236\u4f5c\u81ea\u5df1\u7684 GPT \u5f0f\u6a21\u578b\u3001\u8fdb\u884c\u7b97\u6cd5\u7814\u7a76\u6216\u4f18\u5316\u7279\u5b9a\u4efb\u52a1\u6548\u679c\u7279\u522b\u6709\u5e2e\u52a9\u3002(<a href=\"https:\/\/luckyai.org\/unsloth\/index.html?utm_source=chatgpt.com\">luckyai.org<\/a>)<\/p>\n\n\n\n<p>\u5982\u9700\u67e5\u770b\u5177\u4f53\u6587\u6863\u6216\u6559\u7a0b\u94fe\u63a5\uff0c\u4e5f\u53ef\u4ee5\u95ee\u6211\uff0c\u6211\u53ef\u4ee5\u7ed9\u4f60\u6574\u7406\uff01<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Unsloth \u662f\u4e00\u4e2a\u5f00\u6e90\u7684\u4eba\u5de5\u667a\u80fd\u5de5\u5177\/\u6846\u67b6\uff0c\u4e3b\u8981\u7528\u4e8e\u9ad8\u6548\u5fae\u8c03\uff08Fine-tu&#8230; <a class=\"more-link\" href=\"https:\/\/www.52runoob.com\/index.php\/2025\/12\/26\/unsloth\/\">Continue Reading &rarr;<\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2],"tags":[],"class_list":["post-969","post","type-post","status-publish","format-standard","hentry","category-2"],"amp_enabled":true,"_links":{"self":[{"href":"https:\/\/www.52runoob.com\/index.php\/wp-json\/wp\/v2\/posts\/969","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.52runoob.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.52runoob.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.52runoob.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.52runoob.com\/index.php\/wp-json\/wp\/v2\/comments?post=969"}],"version-history":[{"count":1,"href":"https:\/\/www.52runoob.com\/index.php\/wp-json\/wp\/v2\/posts\/969\/revisions"}],"predecessor-version":[{"id":970,"href":"https:\/\/www.52runoob.com\/index.php\/wp-json\/wp\/v2\/posts\/969\/revisions\/970"}],"wp:attachment":[{"href":"https:\/\/www.52runoob.com\/index.php\/wp-json\/wp\/v2\/media?parent=969"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.52runoob.com\/index.php\/wp-json\/wp\/v2\/categories?post=969"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.52runoob.com\/index.php\/wp-json\/wp\/v2\/tags?post=969"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}