{"id":22233,"date":"2026-02-01T20:15:03","date_gmt":"2026-02-01T12:15:03","guid":{"rendered":"https:\/\/mnya.tw\/cc\/?p=22233"},"modified":"2026-02-01T20:24:35","modified_gmt":"2026-02-01T12:24:35","slug":"2711","status":"publish","type":"post","link":"https:\/\/mnya.tw\/cc\/word\/2711.html","title":{"rendered":"AI Toolkit by Ostris\uff1a\u89e3\u6c7a\u6a21\u578b\u91cd\u8907\u4e0b\u8f09\u8207\u8def\u5f91\u6548\u80fd\u512a\u5316\u5be6\u6230"},"content":{"rendered":"<p>\u5728\u4f7f\u7528 AI-Toolkit \u9032\u884c\u6a21\u578b\u8a13\u7df4\u6642\uff0c\u6700\u4ee4\u4eba\u6cae\u55aa\u7684\u83ab\u904e\u65bc\u539f\u672c\u904b\u4f5c\u6b63\u5e38\u7684\u74b0\u5883\u7a81\u7136\u555f\u52d5\u4e86\u52d5\u8f12\u6578\u5341 GB \u7684\u6a21\u578b\u4e0b\u8f09\u3002\u9019\u6b21\u7684\u7d93\u9a57\u8d77\u6e90\u65bc\u4e00\u6b21\u8a13\u7df4\u904e\u7a0b\u4e2d\u7684\u624b\u52d5\u4e2d\u65b7\uff0c\u9019\u770b\u4f3c\u5e73\u51e1\u7684\u64cd\u4f5c\u537b\u89f8\u767c\u4e86 Hugging Face \u5feb\u53d6\u6a5f\u5236\u7684\u9023\u9396\u53cd\u61c9\u3002\u7531\u65bc\u4e2d\u65b7\u53ef\u80fd\u5c0e\u81f4\u672c\u5730\u5feb\u53d6\u7d22\u5f15\u8207\u9060\u7aef\u5009\u5eab\u7684\u96dc\u6e4a\u503c\uff08Hash\uff09\u51fa\u73fe\u4e0d\u5339\u914d\uff0c\u52a0\u4e0a\u74b0\u5883\u4e2d\u672a\u5b89\u88dd <code>hf_xet<\/code> \u5957\u4ef6\uff0c\u7cfb\u7d71\u5728\u7121\u6cd5\u9032\u884c\u9ad8\u6548\u6821\u9a57\u7684\u60c5\u6cc1\u4e0b\uff0c\u81ea\u52d5\u56de\u9000\u5230\u6700\u4fdd\u5b88\u7684 HTTP \u4e0b\u8f09\u6a21\u5f0f\uff0c\u8a66\u5716\u91cd\u65b0\u6293\u53d6\u6574\u500b <b>Z-Image-Turbo<\/b> \u6a21\u578b\u3002\u9019\u4e0d\u50c5\u6d6a\u8cbb\u983b\u5bec\uff0c\u66f4\u63ed\u793a\u4e86\u5c0d\u81ea\u52d5\u5316\u7ba1\u7406\u5de5\u5177\u904e\u5ea6\u4f9d\u8cf4\u7684\u98a8\u96aa\u3002<\/p>\n<p>\u70ba\u4e86\u4e00\u52de\u6c38\u9038\u5730\u89e3\u6c7a\u9019\u500b\u554f\u984c\uff0c\u5c07\u6a21\u578b\u5f9e\u96b1\u853d\u7684\u7cfb\u7d71\u5feb\u53d6\u8cc7\u6599\u593e\uff08<code>.cache\/huggingface\/hub<\/code>\uff09\u63d0\u53d6\u81f3\u81ea\u5b9a\u7fa9\u8def\u5f91\u662f\u5fc5\u8981\u7684\u6b65\u9a5f\u3002\u5728\u642c\u9077\u904e\u7a0b\u4e2d\uff0c\u5b58\u5132\u4ecb\u8cea\u7684\u9078\u64c7\u5c55\u73fe\u4e86\u6975\u5927\u7684\u6027\u80fd\u5dee\u7570\u3002\u8d77\u521d\u5617\u8a66\u5c07\u6a21\u578b\u653e\u7f6e\u65bc D \u69fd\u7684\u6a5f\u68b0\u786c\u789f\uff08HDD\uff09\uff0c\u96d6\u7136\u7a7a\u9593\u5145\u88d5\uff0c\u4f46\u5176\u8b80\u53d6\u5ef6\u9072\u660e\u986f\u62d6\u6162\u4e86\u8f09\u5165\u901f\u5ea6\uff1b\u96a8\u5f8c\u6539\u70ba\u642c\u9077\u81f3 C \u69fd\u7684 SSD \u8def\u5f91\uff08\u5982 <code>C:\\ai-models<\/code>\uff09\uff0c\u6a21\u578b\u7684\u52a0\u8f09\u6642\u9593\u5927\u5e45\u7e2e\u77ed\uff0c\u9019\u5c0d\u65bc\u9ad8\u6548\u80fd\u786c\u9ad4\u914d\u5099\u4f86\u8aaa\uff0c\u80fd\u6709\u6548\u79fb\u9664 I\/O \u74f6\u9838\uff0c\u8b93\u8a13\u7df4\u555f\u52d5\u66f4\u70ba\u9806\u66a2\u3002<\/p>\n<p>\u5728\u8a2d\u5b9a\u6a94\uff08YAML\uff09\u7684\u64b0\u5beb\u4e0a\uff0c\u7d55\u5c0d\u8def\u5f91\u7684\u4f7f\u7528\u5fc5\u9808\u975e\u5e38\u7cbe\u78ba\uff0c\u5c24\u5176\u662f Windows \u74b0\u5883\u4e0b\u7684\u8f49\u7fa9\u5b57\u5143\u554f\u984c\u3002\u5c07 <code>name_or_path<\/code> \u6307\u5411\u57fa\u790e\u6a21\u578b\u8cc7\u6599\u593e\u6642\uff0c\u7a0b\u5f0f\u80fd\u81ea\u52d5\u6383\u63cf\u5167\u90e8\u7d44\u4ef6\uff0c\u4f46\u5728\u8a2d\u5b9a <code>assistant_lora_path<\/code> \u6642\u5247\u5b58\u5728\u4e00\u500b\u95dc\u9375\u9677\u9631\uff1a\u7a0b\u5f0f\u9810\u671f\u7684\u662f\u4e00\u500b\u7cbe\u78ba\u7684\u6a94\u6848\u8def\u5f91\u800c\u975e\u8cc7\u6599\u593e\u3002\u82e5\u50c5\u6307\u5411\u8cc7\u6599\u593e\uff0c\u7cfb\u7d71\u6703\u62cb\u51fa <code>FileNotFoundError<\/code> \u932f\u8aa4\u3002\u4ee5\u4e0b\u6574\u7406\u4e86\u6b64\u6b21\u74b0\u5883\u512a\u5316\u524d\u5f8c\u7684\u8a2d\u5b9a\u5c0d\u6bd4\u8207\u95dc\u9375\u53c3\u6578\uff1a<\/p>\n<table>\n<thead>\n<tr>\n<th>\u512a\u5316\u9805\u76ee<\/th>\n<th>\u8abf\u6574\u524d (\u81ea\u52d5\u6a21\u5f0f)<\/th>\n<th>\u8abf\u6574\u5f8c (\u624b\u52d5\u512a\u5316)<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u6a21\u578b\u8b80\u53d6\u4f86\u6e90<\/td>\n<td>Hugging Face \u7dda\u4e0a\u540c\u6b65<\/td>\n<td>\u672c\u5730\u7d55\u5c0d\u8def\u5f91 (C:\\ai-models)<\/td>\n<\/tr>\n<tr>\n<td>\u5b58\u5132\u4ecb\u8cea\u6548\u80fd<\/td>\n<td>\u7cfb\u7d71\u789f\u9810\u8a2d\u8def\u5f91<\/td>\n<td>\u53ef\u81ea\u884c\u6c7a\u5b9a\u5b58\u653e\u4f4d\u7f6e<\/td>\n<\/tr>\n<tr>\n<td>\u9023\u7db2\u884c\u70ba<\/td>\n<td>\u6bcf\u6b21\u555f\u52d5\u6821\u9a57 (\u6613\u51fa\u932f)<\/td>\n<td>\u76f4\u63a5\u4f7f\u7528\u96e2\u7dda\u6a21\u578b\u6a94<\/td>\n<\/tr>\n<tr>\n<td>Adapter \u8def\u5f91<\/td>\n<td>\u6307\u5411 snapshots \u8cc7\u6599\u593e<\/td>\n<td>\u7cbe\u78ba\u6307\u5411 .safetensors \u6a94\u6848<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u6700\u5f8c\uff0c\u900f\u904e\u5728 YAML \u4e2d\u5c07\u6a21\u578b\u53d6\u7528\u8def\u5f91\u5beb\u4e0a\uff0c\u6211\u5011\u6210\u529f\u69cb\u5efa\u4e86\u4e00\u500b\u7a69\u5b9a\u4e14\u9ad8\u6548\u7684\u8a13\u7df4\u74b0\u5883\u3002\u9019\u4e0d\u50c5\u8b93\u00a0LoRA \u8a13\u7df4\u80fd\u5feb\u901f\u8fed\u4ee3\uff0c\u4e5f\u907f\u514d\u4e86\u672a\u4f86\u56e0\u7db2\u8def\u6ce2\u52d5\u6216\u5feb\u53d6\u6bc0\u640d\u5c0e\u81f4\u7684\u7121\u8b02\u7b49\u5f85\u3002\u6b64\u6b21\u7d93\u9a57\u8b49\u660e\uff0c\u6df1\u5ea6\u7406\u89e3\u5de5\u5177\u7684\u5e95\u5c64\u8f09\u5165\u908f\u8f2f\u8207\u786c\u9ad4\u74f6\u9838\uff0c\u662f\u63d0\u5347 AI \u8a13\u7df4\u6548\u7387\u4e0d\u53ef\u6216\u7f3a\u7684\u57fa\u672c\u529f\u3002<\/p><div class=\"3a456c955cc9861673f62d33beb7714e\" data-index=\"2\" style=\"float: none; margin:0px;\">\n<script async src=\"https:\/\/pagead2.googlesyndication.com\/pagead\/js\/adsbygoogle.js?client=ca-pub-2683739050533486\"\r\n     crossorigin=\"anonymous\"><\/script>\r\n<ins class=\"adsbygoogle\"\r\n     style=\"display:block; text-align:center;\"\r\n     data-ad-layout=\"in-article\"\r\n     data-ad-format=\"fluid\"\r\n     data-ad-client=\"ca-pub-2683739050533486\"\r\n     data-ad-slot=\"3270345536\"><\/ins>\r\n<script>\r\n     (adsbygoogle = window.adsbygoogle || []).push({});\r\n<\/script>\n<\/div>\n\n<h2><span style=\"color: #0000ff;\">\u5be6\u969b\u64cd\u4f5c\u6d41\u7a0b<\/span><\/h2>\n<p><strong>\u4e00\u3001\u6a21\u578b\u6a94\u6848\u63d0\u53d6\u8207\u8def\u5f91\u898f\u5283<\/strong><\/p>\n<p>\u9996\u5148\uff0c\u5fc5\u9808\u5c07\u6a21\u578b\u5f9e Hugging Face \u96b1\u85cf\u7684\u5feb\u53d6\u76ee\u9304\u4e2d\u63d0\u53d6\u51fa\u4f86\u3002\u8acb\u524d\u5f80 <code>C:\\Users\\[\u60a8\u7684\u4f7f\u7528\u8005\u540d\u7a31]\\.cache\\huggingface\\hub<\/code> \u5c0b\u627e\u5c0d\u61c9\u6a21\u578b\uff08\u50cf\u662f <code>models--Tongyi-MAI--Z-Image-Turbo<\/code> \u548c <code>models--ostris--zimage_turbo_training_adapter<\/code>\uff09\u7684 <code>snapshots<\/code> \u8cc7\u6599\u593e\u3002\u5efa\u8b70\u5728 SSD\uff08\u5982 C \u69fd\uff09\u5efa\u7acb\u4e00\u500b\u5c08\u5c6c\u8cc7\u6599\u593e <code>C:\\ai-models<\/code>\uff0c\u4e26\u5c07 <b>Z-Image-Turbo<\/b> \u7684\u6838\u5fc3\u7d44\u4ef6\uff08\u5305\u542b <code>transformer<\/code>\u3001<code>vae<\/code>\u3001<code>tokenizer<\/code> \u7b49\uff09\u8207 <b>Training Adapter<\/b> \u6b0a\u91cd\u6a94\u6848\u5206\u5225\u8907\u88fd\u9032\u53bb\u3002\u5b8c\u6210\u642c\u9077\u5f8c\u7684\u6a94\u6848\u7d50\u69cb\u5982\u4e0b\uff1a<\/p>\n<pre class=\"line-numbers\"><code class=\"language-markup\">C:\\ai-models\r\n\u251c\u2500Z-Image-Turbo\r\n\u2502  \u251c\u2500text_encoder\r\n\u2502  \u2502      config.json\r\n\u2502  \u2502      generation_config.json\r\n\u2502  \u2502      model-00001-of-00003.safetensors\r\n\u2502  \u2502      model-00002-of-00003.safetensors\r\n\u2502  \u2502      model-00003-of-00003.safetensors\r\n\u2502  \u2502      model.safetensors.index.json\r\n\u2502  \u2502\r\n\u2502  \u251c\u2500tokenizer\r\n\u2502  \u2502      merges.txt\r\n\u2502  \u2502      tokenizer.json\r\n\u2502  \u2502      tokenizer_config.json\r\n\u2502  \u2502      vocab.json\r\n\u2502  \u2502\r\n\u2502  \u251c\u2500transformer\r\n\u2502  \u2502      config.json\r\n\u2502  \u2502      diffusion_pytorch_model-00001-of-00003.safetensors\r\n\u2502  \u2502      diffusion_pytorch_model-00002-of-00003.safetensors\r\n\u2502  \u2502      diffusion_pytorch_model-00003-of-00003.safetensors\r\n\u2502  \u2502      diffusion_pytorch_model.safetensors.index.json\r\n\u2502  \u2502\r\n\u2502  \u2514\u2500vae\r\n\u2502          config.json\r\n\u2502          diffusion_pytorch_model.safetensors\r\n\u2502\r\n\u2514\u2500zimage_turbo_training_adapter\r\n        zimage_turbo_training_adapter_v2.safetensors<\/code><\/pre>\n<p><strong>\u4e8c\u3001\u7cbe\u78ba\u914d\u7f6e YAML \u8a2d\u5b9a\u6a94\u8def\u5f91<\/strong><\/p>\n<p>\u5728\u4fee\u6539 AI-Toolkit \u7684 <code>.yaml<\/code> \u8a2d\u5b9a\u6a94\u6642\uff0c\u5fc5\u9808\u5340\u5206\u300c\u8cc7\u6599\u593e\u8def\u5f91\u300d\u8207\u300c\u5be6\u9ad4\u6a94\u6848\u8def\u5f91\u300d\u7684\u5dee\u7570\u3002\u57fa\u790e\u6a21\u578b <code>name_or_path<\/code> \u61c9\u6307\u5411\u8cc7\u6599\u593e\uff0c\u800c <code>assistant_lora_path<\/code> \u5247\u5fc5\u9808\u7cbe\u78ba\u6307\u5411 <code>.safetensors<\/code> \u6a94\u6848\u672c\u9ad4\uff0c\u5426\u5247\u6703\u89f8\u767c <code>FileNotFoundError<\/code>\u3002\u6b64\u5916\uff0c\u5728 Windows \u74b0\u5883\u4e0b\u5efa\u8b70\u4f7f\u7528\u96d9\u53cd\u659c\u7dda <code>\\<\/code> \u4ee5\u78ba\u4fdd\u8def\u5f91\u89e3\u6790\u6b63\u78ba\u3002\u512a\u5316\u5f8c\u7684 YAML \u8a2d\u5b9a\u7bc4\u4f8b\uff1a<\/p>\n<pre class=\"line-numbers\"><code class=\"language-markup\">model:\r\n      name_or_path: \"C:\\\\ai-models\\\\Z-Image-Turbo\"\r\n      quantize: true\r\n      qtype: \"qfloat8\"\r\n      arch: \"zimage:turbo\"\r\n      low_vram: true\r\n      assistant_lora_path: \"C:\\\\ai-models\\\\zimage_turbo_training_adapter\\\\zimage_turbo_training_adapter_v2.safetensors\"<\/code><\/pre>\n<p><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/mnya.tw\/cc\/wp-content\/uploads\/2026\/2711-1.jpg\" width=\"1024\" height=\"768\" \/><\/p>\n\n<div style=\"font-size: 0px; height: 0px; line-height: 0px; margin: 0; padding: 0; clear: both;\"><\/div>","protected":false},"excerpt":{"rendered":"<p>\u5728\u4f7f\u7528 AI-Toolkit \u9032\u884c\u6a21\u578b\u8a13\u7df4\u6642\uff0c\u6700\u4ee4\u4eba\u6cae\u55aa\u7684\u83ab\u904e\u65bc\u539f\u672c\u904b\u4f5c\u6b63\u5e38\u7684\u74b0\u5883\u7a81\u7136\u555f\u52d5\u4e86\u52d5\u8f12\u6578\u5341 GB \u7684\u6a21\u578b\u4e0b\u8f09\u3002\u9019\u6b21\u7684\u7d93\u9a57\u8d77\u6e90\u65bc\u4e00\u6b21\u8a13\u7df4\u904e\u7a0b\u4e2d\u7684\u624b\u52d5\u4e2d\u65b7\uff0c\u9019\u770b\u4f3c\u5e73\u51e1\u7684\u64cd\u4f5c\u537b\u89f8\u767c\u4e86 Huggin [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":22235,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[16,525,557],"tags":[583],"class_list":["post-22233","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-software-application","category-ai","category-ai-drawing","tag-ai-toolkit-by-ostris"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>AI Toolkit by Ostris\uff1a\u89e3\u6c7a\u6a21\u578b\u91cd\u8907\u4e0b\u8f09\u8207\u8def\u5f91\u6548\u80fd\u512a\u5316\u5be6\u6230 - \u840c\u82bd\u7d9c\u5408\u5929\u5730 - \u840c\u82bd\u7db2\u9801<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/mnya.tw\/cc\/word\/2711.html\" \/>\n<meta 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