{"id":12497,"date":"2026-05-27T11:49:40","date_gmt":"2026-05-27T03:49:40","guid":{"rendered":"https:\/\/www.taki.com.tw\/blog\/?p=12497"},"modified":"2026-05-27T13:19:00","modified_gmt":"2026-05-27T05:19:00","slug":"gemma-local-deployment-ollama","status":"publish","type":"post","link":"https:\/\/www.taki.com.tw\/blog\/gemma-local-deployment-ollama\/","title":{"rendered":"Gemma \u672c\u5730\u90e8\u7f72\u6559\u5b78\uff1a\u4f7f\u7528 Ollama \u5feb\u901f\u904b\u884c Google \u958b\u653e\u6a21\u578b"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"12497\" class=\"elementor elementor-12497\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-ff64a48 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"ff64a48\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;jet_parallax_layout_list&quot;:[]}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-434fbf1\" data-id=\"434fbf1\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-5160142 elementor-toc--minimized-on-tablet elementor-widget elementor-widget-table-of-contents\" data-id=\"5160142\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;headings_by_tags&quot;:[&quot;h2&quot;,&quot;h3&quot;,&quot;h4&quot;],&quot;exclude_headings_by_selector&quot;:[],&quot;marker_view&quot;:&quot;bullets&quot;,&quot;no_headings_message&quot;:&quot;\\u5728\\u6b64\\u9801\\u9762\\u4e0a\\u627e\\u4e0d\\u5230\\u6a19\\u984c\\u3002&quot;,&quot;icon&quot;:{&quot;value&quot;:&quot;fas 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contents\"><i aria-hidden=\"true\" class=\"fas fa-chevron-down\"><\/i><\/div>\n\t\t\t\t<div class=\"elementor-toc__toggle-button elementor-toc__toggle-button--collapse\" role=\"button\" tabindex=\"0\" aria-controls=\"elementor-toc__5160142\" aria-expanded=\"true\" aria-label=\"Close table of contents\"><i aria-hidden=\"true\" class=\"fas fa-chevron-up\"><\/i><\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<div id=\"elementor-toc__5160142\" class=\"elementor-toc__body\">\n\t\t\t<div class=\"elementor-toc__spinner-container\">\n\t\t\t\t<i class=\"elementor-toc__spinner eicon-animation-spin eicon-loading\" aria-hidden=\"true\"><\/i>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-cc46412\" data-id=\"cc46412\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-727d244 elementor-widget elementor-widget-image\" data-id=\"727d244\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"1672\" height=\"941\" src=\"https:\/\/www.taki.com.tw\/blog\/wp-content\/uploads\/2026\/05\/gemma-local-deployment-ollama-google-open-model.jpg\" class=\"attachment-full size-full wp-image-12638\" alt=\"Gemma \u672c\u5730\u90e8\u7f72\u6559\u5b78\uff0c\u4f7f\u7528 Ollama \u5728\u672c\u6a5f\u8207 GPU Server \u4e0a\u5feb\u901f\u904b\u884c Google \u958b\u653e\u6a21\u578b\" srcset=\"https:\/\/www.taki.com.tw\/blog\/wp-content\/uploads\/2026\/05\/gemma-local-deployment-ollama-google-open-model.jpg 1672w, https:\/\/www.taki.com.tw\/blog\/wp-content\/uploads\/2026\/05\/gemma-local-deployment-ollama-google-open-model-300x169.jpg 300w, https:\/\/www.taki.com.tw\/blog\/wp-content\/uploads\/2026\/05\/gemma-local-deployment-ollama-google-open-model-1024x576.jpg 1024w, https:\/\/www.taki.com.tw\/blog\/wp-content\/uploads\/2026\/05\/gemma-local-deployment-ollama-google-open-model-768x432.jpg 768w, https:\/\/www.taki.com.tw\/blog\/wp-content\/uploads\/2026\/05\/gemma-local-deployment-ollama-google-open-model-1536x864.jpg 1536w\" sizes=\"(max-width: 1672px) 100vw, 1672px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-38c8fcc elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"38c8fcc\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;jet_parallax_layout_list&quot;:[]}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-3417a70\" data-id=\"3417a70\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-315d48a elementor-widget elementor-widget-text-editor\" data-id=\"315d48a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Gemma \u662f Google DeepMind \u63a8\u51fa\u7684\u958b\u653e\u6a21\u578b\u5bb6\u65cf\uff0c\u8207 Gemini \u7cfb\u5217\u6709\u76f8\u540c\u6280\u8853\u8840\u7de3\uff0c\u4f46\u5b9a\u4f4d\u66f4\u504f\u5411\u8b93\u958b\u767c\u8005\u3001\u7814\u7a76\u4eba\u54e1\u8207\u4f01\u696d\u53ef\u4ee5\u81ea\u884c\u90e8\u7f72\u3001\u8abf\u6574\u8207\u6574\u5408\u3002\u5c0d\u4f01\u696d\u4f86\u8aaa\uff0cGemma \u7684\u50f9\u503c\u4e0d\u53ea\u662f\u300c\u53ef\u4ee5\u5728\u672c\u6a5f\u804a\u5929\u300d\uff0c\u800c\u662f\u53ef\u4ee5\u628a AI \u6a21\u578b\u653e\u5728\u81ea\u5df1\u7684\u4f3a\u670d\u5668\u3001\u5167\u7db2\u3001GPU \u4e3b\u6a5f\u6216\u79c1\u6709\u96f2\u74b0\u5883\u4e2d\uff0c\u9032\u4e00\u6b65\u4e32\u63a5\u5167\u90e8\u77e5\u8b58\u5eab\u3001\u5ba2\u670d\u7cfb\u7d71\u3001ERP\u3001CRM\u3001\u6587\u4ef6\u5eab\u8207\u81ea\u52d5\u5316\u6d41\u7a0b\u3002Google DeepMind \u5b98\u65b9\u8aaa\u660e\uff0cGemma \u662f\u7531 Gemini \u6280\u8853\u5ef6\u4f38\u800c\u4f86\u7684\u4e00\u7cfb\u5217\u8f15\u91cf\u958b\u653e\u6a21\u578b\u3002<\/p><p>\u00a0\u6253\u5f9e 2026 \u5e74\u8d77\uff0cGemma \u5df2\u9032\u5165 Gemma 4 \u4e16\u4ee3\u3002Gemma 4 \u63d0\u4f9b E2B\u3001E4B\u300126B A4B\u300131B \u7b49\u7248\u672c\uff0c\u4e26\u652f\u63f4\u66f4\u9577\u7684 context window\uff0c\u5176\u4e2d E2B \/ E4B \u6700\u9ad8\u652f\u63f4 128K tokens\uff0c26B A4B \/ 31B \u6700\u9ad8\u652f\u63f4 256K tokens\u3002Google \u5b98\u65b9\u4e5f\u5c07 Gemma 4 \u5b9a\u4f4d\u70ba\u9069\u5408 advanced reasoning\u3001coding assistant\u3001agentic workflow \u8207 local-first AI server \u7684\u6a21\u578b\u5bb6\u65cf\u3002<\/p><p>\u9019\u7bc7\u6587\u7ae0\u6703\u7528\u5be6\u52d9\u90e8\u7f72\u89d2\u5ea6\uff0c\u6559\u4f60\u5982\u4f55\u4f7f\u7528 Ollama \u5feb\u901f\u904b\u884c Gemma\uff0c\u4e26\u88dc\u9f4a\u90e8\u7f72\u524d\u74b0\u5883\u6aa2\u67e5\u3001Linux \u5b89\u88dd\u6307\u4ee4\u3001Docker Compose\u3001Open WebUI\u3001API \u6e2c\u8a66\u3001n8n \/ WordPress \u4e32\u63a5\u6982\u5ff5\uff0c\u4ee5\u53ca\u5e38\u898b\u932f\u8aa4\u6392\u9664\u65b9\u5f0f\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a1f076a elementor-widget elementor-widget-heading\" data-id=\"a1f076a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Gemma \u662f\u4ec0\u9ebc\uff1f<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a1042f6 elementor-widget elementor-widget-text-editor\" data-id=\"a1042f6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Gemma \u662f Google \u63a8\u51fa\u7684\u958b\u653e\u6b0a\u91cd AI \u6a21\u578b\u5bb6\u65cf\u3002\u7c21\u55ae\u4f86\u8aaa\uff0c\u5b83\u548c\u53ea\u80fd\u900f\u904e\u96f2\u7aef API \u547c\u53eb\u7684\u6a21\u578b\u4e0d\u540c\uff0cGemma \u53ef\u4ee5\u4e0b\u8f09\u6a21\u578b\u6b0a\u91cd\uff0c\u4e26\u5728\u81ea\u5df1\u7684\u672c\u6a5f\u3001\u4f3a\u670d\u5668\u3001\u96f2\u7aef\u4e3b\u6a5f\u6216 GPU \u4e3b\u6a5f\u4e0a\u57f7\u884c\u3002<\/p><p>\u5c0d\u4f01\u696d\u800c\u8a00\uff0cGemma \u6709\u5e7e\u500b\u6838\u5fc3\u50f9\u503c\uff1a<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-22e36df elementor-widget elementor-widget-jet-table\" data-id=\"22e36df\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"jet-table.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-jet-table jet-elements\">\n\t\t<div class=\"jet-table-wrapper\">\n\t\t\t<table class=\"jet-table jet-table--fa5-compat\">\n\t\t\t\t<thead class=\"jet-table__head\"><tr class=\"jet-table__head-row\"><th class=\"jet-table__cell elementor-repeater-item-b941e0e jet-table__head-cell\" scope=\"col\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u4f01\u696d\u9700\u6c42<\/div><\/div><\/div><\/th><th class=\"jet-table__cell elementor-repeater-item-8495891 jet-table__head-cell\" scope=\"col\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">Gemma \u7684\u50f9\u503c<\/div><\/div><\/div><\/th><\/tr><\/thead>\n\t\t\t\t\t\t\t\t<tbody class=\"jet-table__body\"><tr class=\"jet-table__body-row elementor-repeater-item-0f37cae\"><td class=\"jet-table__cell elementor-repeater-item-db142e5 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u8cc7\u6599\u4e0d\u60f3\u9001\u5230\u5916\u90e8 API<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-27d9112 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u53ef\u5728\u81ea\u6709\u74b0\u5883\u4e2d\u90e8\u7f72\u6a21\u578b<\/div><\/div><\/div><\/td><\/tr><tr class=\"jet-table__body-row elementor-repeater-item-6567b04\"><td class=\"jet-table__cell elementor-repeater-item-c65486c jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u60f3\u5efa\u7acb\u5167\u90e8 AI \u52a9\u7406<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-e8740b4 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u53ef\u4e32\u63a5 SOP\u3001FAQ\u3001\u6280\u8853\u6587\u4ef6\u8207\u77e5\u8b58\u5eab<\/div><\/div><\/div><\/td><\/tr><tr class=\"jet-table__body-row elementor-repeater-item-e563b2b\"><td class=\"jet-table__cell elementor-repeater-item-5f966f9 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u60f3\u964d\u4f4e\u9577\u671f API \u6210\u672c<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-9e3b903 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u53ef\u7528\u4e3b\u6a5f\u8207 GPU \u6210\u672c\u53d6\u4ee3\u90e8\u5206 token \u6210\u672c<\/div><\/div><\/div><\/td><\/tr><tr class=\"jet-table__body-row elementor-repeater-item-cffd829\"><td class=\"jet-table__cell elementor-repeater-item-87fe32a jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u60f3\u505a AI PoC<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-a6b2ca6 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u53ef\u5feb\u901f\u6e2c\u8a66\u6a21\u578b\u80fd\u529b\u3001\u63d0\u793a\u8a5e\u8207 RAG \u6d41\u7a0b<\/div><\/div><\/div><\/td><\/tr><tr class=\"jet-table__body-row elementor-repeater-item-513cee2\"><td class=\"jet-table__cell elementor-repeater-item-e81bda2 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u60f3\u6574\u5408\u5167\u90e8\u7cfb\u7d71<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-c4706de jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u53ef\u900f\u904e API \u4e32\u63a5 WordPress\u3001n8n\u3001ERP\u3001CRM<\/div><\/div><\/div><\/td><\/tr><\/tbody>\n\t\t\t<\/table>\n\t\t<\/div>\n\n\t\t<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c9e8ce6 elementor-widget elementor-widget-text-editor\" data-id=\"c9e8ce6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Gemma \u4e0d\u662f\u842c\u80fd\u89e3\u6cd5\uff0c\u4f46\u5b83\u975e\u5e38\u9069\u5408\u4f5c\u70ba\u4f01\u696d\u79c1\u6709 AI \u7684\u8d77\u9ede\u3002\u5c24\u5176\u7576\u516c\u53f8\u958b\u59cb\u5728\u610f\u8cc7\u6599\u5b89\u5168\u3001\u5167\u90e8\u6587\u4ef6\u67e5\u8a62\u3001\u81ea\u52d5\u5316\u6d41\u7a0b\u8207 AI \u6210\u672c\u63a7\u7ba1\u6642\uff0c\u672c\u5730\u90e8\u7f72\u6a21\u578b\u5c31\u6703\u8b8a\u5f97\u5f88\u6709\u50f9\u503c\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-028e6e4 elementor-widget elementor-widget-heading\" data-id=\"028e6e4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u70ba\u4ec0\u9ebc\u5efa\u8b70\u7528 Ollama \u90e8\u7f72 Gemma\uff1f<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7aee2d4 elementor-widget elementor-widget-text-editor\" data-id=\"7aee2d4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-start=\"1766\" data-end=\"1855\">Ollama \u662f\u76ee\u524d\u90e8\u7f72\u672c\u5730 LLM \u6700\u5bb9\u6613\u4e0a\u624b\u7684\u5de5\u5177\u4e4b\u4e00\u3002\u5b83\u628a\u6a21\u578b\u4e0b\u8f09\u3001\u6a21\u578b\u7ba1\u7406\u3001\u547d\u4ee4\u5217\u57f7\u884c\u8207\u672c\u5730 API \u670d\u52d9\u5305\u5728\u4e00\u8d77\uff0c\u4f7f\u7528\u8005\u4e0d\u9700\u8981\u624b\u52d5\u8655\u7406\u6a21\u578b\u683c\u5f0f\u3001\u63a8\u8ad6\u53c3\u6578\u6216\u8907\u96dc\u555f\u52d5\u6d41\u7a0b\u3002<\/p><p data-start=\"1857\" data-end=\"2058\">Ollama \u5b98\u65b9\u6587\u4ef6\u8aaa\u660e\uff0c\u5b89\u88dd\u5b8c\u6210\u5f8c\uff0c\u672c\u5730 API \u9810\u8a2d\u6703\u900f\u904e <code data-start=\"1890\" data-end=\"1918\">http:\/\/localhost:11434\/api<\/code> \u63d0\u4f9b\u670d\u52d9\uff0c\u4e5f\u53ef\u4ee5\u76f4\u63a5\u4f7f\u7528 <code data-start=\"1932\" data-end=\"1938\">curl<\/code> \u547c\u53eb\u6a21\u578b\u3002\u9019\u4ee3\u8868 Gemma \u4e0d\u53ea\u53ef\u4ee5\u5728\u7d42\u7aef\u6a5f\u4e92\u52d5\uff0c\u4e5f\u53ef\u4ee5\u88ab WordPress\u3001Laravel\u3001Python\u3001n8n\u3001\u5167\u90e8\u5f8c\u7aef\u670d\u52d9\u6216 Open WebUI \u547c\u53eb\u3002<\/p><p data-start=\"2060\" data-end=\"2076\">Ollama \u9069\u5408\u7528\u5728\u4ee5\u4e0b\u60c5\u5883\uff1a<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7601c47 elementor-widget elementor-widget-jet-table\" data-id=\"7601c47\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"jet-table.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-jet-table jet-elements\">\n\t\t<div class=\"jet-table-wrapper\">\n\t\t\t<table class=\"jet-table jet-table--fa5-compat\">\n\t\t\t\t<thead class=\"jet-table__head\"><tr class=\"jet-table__head-row\"><th class=\"jet-table__cell elementor-repeater-item-b941e0e jet-table__head-cell\" scope=\"col\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u4f7f\u7528\u60c5\u5883<\/div><\/div><\/div><\/th><th class=\"jet-table__cell elementor-repeater-item-8495891 jet-table__head-cell\" scope=\"col\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u662f\u5426\u9069\u5408 Ollama<\/div><\/div><\/div><\/th><\/tr><\/thead>\n\t\t\t\t\t\t\t\t<tbody class=\"jet-table__body\"><tr class=\"jet-table__body-row elementor-repeater-item-0f37cae\"><td class=\"jet-table__cell elementor-repeater-item-db142e5 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u500b\u4eba\u6e2c\u8a66 Gemma<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-27d9112 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u5f88\u9069\u5408<\/div><\/div><\/div><\/td><\/tr><tr class=\"jet-table__body-row elementor-repeater-item-6567b04\"><td class=\"jet-table__cell elementor-repeater-item-c65486c jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u5c0f\u578b\u4f01\u696d PoC<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-e8740b4 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u5f88\u9069\u5408<\/div><\/div><\/div><\/td><\/tr><tr class=\"jet-table__body-row elementor-repeater-item-e563b2b\"><td class=\"jet-table__cell elementor-repeater-item-5f966f9 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">Open WebUI \u5167\u90e8\u804a\u5929\u4ecb\u9762<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-9e3b903 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u5f88\u9069\u5408<\/div><\/div><\/div><\/td><\/tr><tr class=\"jet-table__body-row elementor-repeater-item-cffd829\"><td class=\"jet-table__cell elementor-repeater-item-87fe32a jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">n8n \u81ea\u52d5\u5316\u6d41\u7a0b\u4e32\u63a5<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-a6b2ca6 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u9069\u5408<\/div><\/div><\/div><\/td><\/tr><tr class=\"jet-table__body-row elementor-repeater-item-513cee2\"><td class=\"jet-table__cell elementor-repeater-item-e81bda2 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">RAG \u77e5\u8b58\u5eab\u539f\u578b<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-c4706de jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u9069\u5408<\/div><\/div><\/div><\/td><\/tr><tr class=\"jet-table__body-row elementor-repeater-item-ce9f97e\"><td class=\"jet-table__cell elementor-repeater-item-8bef03b jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u9ad8\u4f75\u767c\u6b63\u5f0f\u5546\u7528\u63a8\u8ad6<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-4a0d21b jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u5efa\u8b70\u518d\u8a55\u4f30 vLLM \/ TensorRT-LLM \/ Kubernetes GPU \u67b6\u69cb<\/div><\/div><\/div><\/td><\/tr><\/tbody>\n\t\t\t<\/table>\n\t\t<\/div>\n\n\t\t<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-97619f0 elementor-widget elementor-widget-text-editor\" data-id=\"97619f0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u7c21\u55ae\u4f86\u8aaa\uff0c<span style=\"color: #3366ff;\"><strong data-start=\"2287\" data-end=\"2318\">Ollama \u9069\u5408\u5feb\u901f\u958b\u59cb\u3001\u9a57\u8b49\u6a21\u578b\u6548\u679c\u8207\u5efa\u7acb PoC<\/strong><\/span>\u3002\u5982\u679c\u672a\u4f86\u8981\u505a\u5230\u9ad8\u4f75\u767c\u3001\u591a\u6a21\u578b\u8def\u7531\u3001GPU \u53e2\u96c6\u3001\u63a8\u8ad6\u52a0\u901f\u8207\u6b63\u5f0f\u5546\u7528 SLA\uff0c\u518d\u9032\u4e00\u6b65\u8a55\u4f30 vLLM\u3001TGI\u3001TensorRT-LLM \u6216 Kubernetes \u67b6\u69cb\u6703\u6bd4\u8f03\u5408\u7406\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0d81692 elementor-widget elementor-widget-heading\" data-id=\"0d81692\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Gemma \u7248\u672c\u600e\u9ebc\u9078\uff1fGemma 4\u3001Gemma 3\u3001Gemma 3n \u5dee\u5728\u54ea\uff1f<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2d857d7 elementor-widget elementor-widget-text-editor\" data-id=\"2d857d7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u76ee\u524d\u5beb 2026 \u7248\u672c\u6587\u7ae0\uff0c\u5efa\u8b70\u4ee5 Gemma 4 \u70ba\u4e3b\u7dda\uff0cGemma 3 \u8207 Gemma 3n \u4f5c\u70ba\u88dc\u5145\u3002\u539f\u56e0\u5f88\u7c21\u55ae\uff1aGemma 4 \u662f\u6700\u65b0\u4e00\u4ee3\u6838\u5fc3\u6a21\u578b\uff0c\u5177\u5099\u66f4\u5b8c\u6574\u7684 reasoning\u3001\u9577\u4e0a\u4e0b\u6587\u3001\u591a\u6a21\u614b\u8207 agentic workflow \u80fd\u529b\uff1bGemma 3n \u5247\u9069\u5408\u4f4e\u8cc7\u6e90\u8207\u7aef\u5074\u88dd\u7f6e\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f41fcc8 elementor-widget elementor-widget-heading\" data-id=\"f41fcc8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Gemma 4\uff1a2026 \u4e3b\u529b\u90e8\u7f72\u9078\u64c7<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0e00c44 elementor-widget elementor-widget-text-editor\" data-id=\"0e00c44\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Gemma 4 \u662f\u76ee\u524d\u6700\u503c\u5f97\u512a\u5148\u6e2c\u8a66\u7684\u7248\u672c\u3002Google \u5b98\u65b9\u7684 Gemma + Ollama \u6587\u4ef6\u5217\u51fa Gemma 4 \u5728 Ollama \u4e0a\u53ef\u7528\u7684 E2B\u3001E4B\u300126B A4B \u8207 31B \u7248\u672c\uff0c\u4f7f\u7528\u8005\u53ef\u4ee5\u76f4\u63a5\u900f\u904e Ollama \u4e0b\u8f09\u8207\u57f7\u884c\u3002<\/p><p>\u9700\u8981\u7279\u5225\u6ce8\u610f\u7684\u662f\uff0cGemma 4 \u7684 26B A4B \u63a1\u7528 MoE \u67b6\u69cb\u3002A4B \u7684\u610f\u601d\u662f active 4B\uff0c\u4e5f\u5c31\u662f\u63a8\u8ad6\u6642\u6703\u555f\u7528\u90e8\u5206 active parameters\uff0c\u56e0\u6b64\u904b\u7b97\u6548\u7387\u6bd4\u50b3\u7d71\u540c\u7d1a dense model \u66f4\u6709\u5f48\u6027\u3002\u4f46\u9019\u4e0d\u4ee3\u8868\u5b83\u771f\u7684\u53ea\u9700\u8981 4B \u6a21\u578b\u7684\u8a18\u61b6\u9ad4\u3002Google \u5b98\u65b9\u6587\u4ef6\u5217\u51fa Gemma 4 26B A4B \u5728\u4e0d\u540c\u7cbe\u5ea6\u4e0b\u7684\u6a21\u578b\u8f09\u5165\u8a18\u61b6\u9ad4\u9700\u6c42\u7d04\u70ba BF16 48GB\u3001SFP8 25GB\u3001Q4_0 15.6GB\uff0c\u800c\u4e14\u9019\u4e9b\u6578\u5b57\u4ecd\u6703\u53d7\u5230\u5be6\u969b\u63a8\u8ad6\u5de5\u5177\u8207\u90e8\u7f72\u74b0\u5883\u5f71\u97ff\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-59b5cb1 elementor-widget elementor-widget-heading\" data-id=\"59b5cb1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Gemma 4 \u6a21\u578b\u9078\u64c7\u5efa\u8b70<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8bc42d2 elementor-widget elementor-widget-jet-table\" data-id=\"8bc42d2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"jet-table.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-jet-table jet-elements\">\n\t\t<div class=\"jet-table-wrapper\">\n\t\t\t<table class=\"jet-table jet-table--fa5-compat\">\n\t\t\t\t<thead class=\"jet-table__head\"><tr class=\"jet-table__head-row\"><th class=\"jet-table__cell elementor-repeater-item-b941e0e jet-table__head-cell\" scope=\"col\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u6a21\u578b\u7248\u672c<\/div><\/div><\/div><\/th><th class=\"jet-table__cell elementor-repeater-item-8495891 jet-table__head-cell\" scope=\"col\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u6838\u5fc3\u7279\u8272<\/div><\/div><\/div><\/th><th class=\"jet-table__cell elementor-repeater-item-70f8495 jet-table__head-cell\" scope=\"col\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u5efa\u8b70\u786c\u9ad4<\/div><\/div><\/div><\/th><th class=\"jet-table__cell elementor-repeater-item-0b196de jet-table__head-cell\" scope=\"col\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u9069\u5408\u5834\u666f<\/div><\/div><\/div><\/th><\/tr><\/thead>\n\t\t\t\t\t\t\t\t<tbody class=\"jet-table__body\"><tr class=\"jet-table__body-row elementor-repeater-item-0f37cae\"><td class=\"jet-table__cell elementor-repeater-item-db142e5 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">gemma4:e2b<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-27d9112 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u8f15\u91cf\u3001\u9069\u5408\u672c\u5730\u5feb\u901f\u6e2c\u8a66<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-68df068 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">8GB VRAM \u6216\u9ad8\u968e CPU \u6e2c\u8a66<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-5ffcd00 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u500b\u4eba\u6e2c\u8a66\u3001\u7c21\u6613\u554f\u7b54\u3001\u5c0f\u578b\u5de5\u5177<\/div><\/div><\/div><\/td><\/tr><tr class=\"jet-table__body-row elementor-repeater-item-6567b04\"><td class=\"jet-table__cell elementor-repeater-item-c65486c jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">gemma4:e4b<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-e8740b4 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u8f15\u91cf\u4f46\u80fd\u529b\u66f4\u5b8c\u6574<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-01d82cc jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">8GB\u201316GB VRAM<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-e159e86 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u4e2d\u5c0f\u4f01\u696d PoC\u3001\u7c21\u6613 RAG\u3001\u6587\u4ef6\u6458\u8981<\/div><\/div><\/div><\/td><\/tr><tr class=\"jet-table__body-row elementor-repeater-item-e563b2b\"><td class=\"jet-table__cell elementor-repeater-item-5f966f9 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">gemma4:26b<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-9e3b903 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">MoE A4B \u67b6\u69cb\uff0c\u63a8\u7406\u54c1\u8cea\u8207\u6548\u7387\u517c\u9867<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-ec080e1 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">24GB VRAM \u53ef\u6e2c\u8a66 Q4\uff1b\u6b63\u5f0f\u5efa\u8b70 48GB+<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-198e3bf jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u4f01\u696d\u77e5\u8b58\u5eab\u3001\u5de5\u7a0b\u52a9\u7406\u3001\u9032\u968e RAG<\/div><\/div><\/div><\/td><\/tr><tr class=\"jet-table__body-row elementor-repeater-item-cffd829\"><td class=\"jet-table__cell elementor-repeater-item-87fe32a jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">gemma4:31b<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-a6b2ca6 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u8f03\u9ad8\u54c1\u8cea\u63a8\u8ad6\uff0c\u9069\u5408\u5927\u578b\u4efb\u52d9<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-912b5df jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u6b63\u5f0f\u5efa\u8b70 48GB\u201380GB VRAM<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-206b1b6 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u9ad8\u54c1\u8cea\u79c1\u6709 AI\u3001\u9577\u6587\u4ef6\u5206\u6790\u3001\u591a\u90e8\u9580\u61c9\u7528<\/div><\/div><\/div><\/td><\/tr><\/tbody>\n\t\t\t<\/table>\n\t\t<\/div>\n\n\t\t<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-afe91d3 elementor-widget elementor-widget-text-editor\" data-id=\"afe91d3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u9019\u88e1\u8981\u5f37\u8abf\uff1a<strong data-start=\"3464\" data-end=\"3485\"><span style=\"color: #3366ff;\">\u80fd\u8f09\u5165\u6a21\u578b\uff0c\u4e0d\u4ee3\u8868\u80fd\u7a69\u5b9a\u670d\u52d9\u591a\u4eba<\/span>\u3002<\/strong> \u4e00\u65e6\u4f60\u958b\u59cb\u505a\u9577\u6587\u4ef6 RAG\u3001\u591a\u4eba\u540c\u6642\u4f7f\u7528\u3001Open WebUI \u804a\u5929\u5ba4\u3001n8n \u81ea\u52d5\u5316\u6216 API \u4f75\u767c\uff0cVRAM \u6703\u88ab KV cache\u3001context \u8207\u63a8\u8ad6\u6846\u67b6\u5403\u6389\u3002\u56e0\u6b64\u4f01\u696d\u6b63\u5f0f\u90e8\u7f72\u6642\uff0c\u4e0d\u80fd\u53ea\u770b\u6a21\u578b\u6a94\u6848\u5927\u5c0f\uff0c\u800c\u8981\u770b\u5be6\u969b\u4f75\u767c\u3001context \u9577\u5ea6\u8207\u670d\u52d9\u7a69\u5b9a\u5ea6\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8bdc67d elementor-widget elementor-widget-heading\" data-id=\"8bdc67d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Gemma 3\uff1a\u76f8\u5bb9\u6027\u9ad8\uff0c\u9069\u5408\u5099\u63f4\u6216\u65e2\u6709\u6d41\u7a0b<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ec277ef elementor-widget elementor-widget-text-editor\" data-id=\"ec277ef\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-start=\"3651\" data-end=\"3755\">Gemma 3 \u4ecd\u7136\u6709\u50f9\u503c\uff0c\u5c24\u5176\u662f\u4f60\u5df2\u7d93\u5728\u820a\u6d41\u7a0b\u4e2d\u4f7f\u7528\u904e Gemma 3\uff0c\u6216 Open WebUI\u3001n8n\u3001RAG \u6e2c\u8a66\u74b0\u5883\u539f\u672c\u5c31\u662f\u7528 Gemma 3 \u5efa\u7acb\u3002\u5b83\u9069\u5408\u4f5c\u70ba\u76f8\u5bb9\u6027\u9ad8\u3001\u8cc7\u6e90\u9700\u6c42\u8f03\u5bb9\u6613\u9810\u4f30\u7684\u5099\u63f4\u6a21\u578b\u3002<\/p><p data-start=\"3757\" data-end=\"3807\">\u5982\u679c\u4f01\u696d\u74b0\u5883\u5df2\u7d93\u6709\u7a69\u5b9a\u4f7f\u7528 Gemma 3\uff0c\u4e0d\u4e00\u5b9a\u8981\u7acb\u523b\u5168\u90e8\u6539\u6210 Gemma 4\u3002\u6bd4\u8f03\u52d9\u5be6\u7684\u505a\u6cd5\u662f\uff1a<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-29831f4 elementor-widget elementor-widget-html\" data-id=\"29831f4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div style=\"border-left:4px solid #2563eb; background:#f8fafc; padding:18px 20px; border-radius:10px; margin:24px 0;\">\r\n  <strong>\u90e8\u7f72\u5efa\u8b70\uff1a<\/strong>\r\n  <ul style=\"margin-top:12px;\">\r\n    <li><strong>Gemma 3\uff1a<\/strong>\u4fdd\u7559\u70ba\u7a69\u5b9a\u5099\u63f4\uff0c\u9069\u5408\u65e2\u6709\u6d41\u7a0b\u6216\u76f8\u5bb9\u6027\u6e2c\u8a66\u3002<\/li>\r\n    <li><strong>Gemma 4\uff1a<\/strong>\u7528\u65bc\u65b0\u4efb\u52d9\u3001\u65b0 PoC \u8207\u4f01\u696d\u4e3b\u529b\u90e8\u7f72\u3002<\/li>\r\n    <li><strong>Gemma 3n\uff1a<\/strong>\u7528\u65bc\u4f4e\u8cc7\u6e90\u3001\u96e2\u7dda\u6216\u7aef\u5074\u88dd\u7f6e\u6e2c\u8a66\u3002<\/li>\r\n  <\/ul>\r\n<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5fd1932 elementor-widget elementor-widget-heading\" data-id=\"5fd1932\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Gemma 3n\uff1a\u9069\u5408\u4f4e\u8cc7\u6e90\u3001\u96e2\u7dda\u8207\u7aef\u5074\u88dd\u7f6e<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e4599c9 elementor-widget elementor-widget-text-editor\" data-id=\"e4599c9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-start=\"3910\" data-end=\"4062\">Gemma 3n \u662f\u91dd\u5c0d\u624b\u6a5f\u3001\u7b46\u96fb\u3001\u5e73\u677f\u7b49\u65e5\u5e38\u88dd\u7f6e\u8a2d\u8a08\u7684\u9ad8\u6548\u7387\u6a21\u578b\u3002Google \u5b98\u65b9\u6587\u4ef6\u6307\u51fa\uff0cGemma 3n \u4f7f\u7528 parameter skipping \u8207 PLE caching \u7b49\u6280\u8853\uff0c\u8b93\u6a21\u578b\u80fd\u4ee5\u66f4\u4f4e\u7684\u6709\u6548\u8a18\u61b6\u9ad4\u8ca0\u8f09\u904b\u884c\u3002<\/p><p data-start=\"4064\" data-end=\"4080\">Gemma 3n \u9069\u5408\u4ee5\u4e0b\u5834\u666f\uff1a<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3221ec9 elementor-widget elementor-widget-jet-table\" data-id=\"3221ec9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"jet-table.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-jet-table jet-elements\">\n\t\t<div class=\"jet-table-wrapper\">\n\t\t\t<table class=\"jet-table jet-table--fa5-compat\">\n\t\t\t\t<thead class=\"jet-table__head\"><tr class=\"jet-table__head-row\"><th class=\"jet-table__cell elementor-repeater-item-b941e0e jet-table__head-cell\" scope=\"col\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u5834\u666f<\/div><\/div><\/div><\/th><th class=\"jet-table__cell elementor-repeater-item-8495891 jet-table__head-cell\" scope=\"col\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u662f\u5426\u9069\u5408<\/div><\/div><\/div><\/th><\/tr><\/thead>\n\t\t\t\t\t\t\t\t<tbody class=\"jet-table__body\"><tr class=\"jet-table__body-row elementor-repeater-item-0f37cae\"><td class=\"jet-table__cell elementor-repeater-item-db142e5 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u5834\u666f\t\u662f\u5426\u9069\u5408\n\u7b46\u96fb\u672c\u5730 AI \u52a9\u7406<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-27d9112 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u9069\u5408<\/div><\/div><\/div><\/td><\/tr><tr class=\"jet-table__body-row elementor-repeater-item-6567b04\"><td class=\"jet-table__cell elementor-repeater-item-c65486c jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u96e2\u7dda\u554f\u7b54\u5de5\u5177<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-e8740b4 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u9069\u5408<\/div><\/div><\/div><\/td><\/tr><tr class=\"jet-table__body-row elementor-repeater-item-e563b2b\"><td class=\"jet-table__cell elementor-repeater-item-5f966f9 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u908a\u7de3\u88dd\u7f6e AI<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-9e3b903 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u9069\u5408<\/div><\/div><\/div><\/td><\/tr><tr class=\"jet-table__body-row elementor-repeater-item-cffd829\"><td class=\"jet-table__cell elementor-repeater-item-87fe32a jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u624b\u6a5f \/ \u5e73\u677f\u7aef\u5074\u61c9\u7528<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-a6b2ca6 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u9069\u5408<\/div><\/div><\/div><\/td><\/tr><tr class=\"jet-table__body-row elementor-repeater-item-513cee2\"><td class=\"jet-table__cell elementor-repeater-item-e81bda2 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u4f01\u696d\u9577\u6587\u4ef6 RAG<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-c4706de jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u8f03\u4e0d\u5efa\u8b70\u4f5c\u70ba\u4e3b\u529b<\/div><\/div><\/div><\/td><\/tr><tr class=\"jet-table__body-row elementor-repeater-item-ce9f97e\"><td class=\"jet-table__cell elementor-repeater-item-8bef03b jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u9ad8\u54c1\u8cea\u7a0b\u5f0f\u78bc\u52a9\u7406<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-4a0d21b jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u5efa\u8b70\u6539\u7528 Gemma 4 \u8f03\u5927\u7248\u672c<\/div><\/div><\/div><\/td><\/tr><\/tbody>\n\t\t\t<\/table>\n\t\t<\/div>\n\n\t\t<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-90648b4 elementor-widget elementor-widget-text-editor\" data-id=\"90648b4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u5982\u679c\u4f60\u7684\u76ee\u6a19\u662f\u300c\u4f4e\u6210\u672c\u3001\u4f4e\u5ef6\u9072\u3001\u53ef\u96e2\u7dda\u300d\uff0cGemma 3n \u5f88\u9069\u5408\u3002\u5982\u679c\u4f60\u7684\u76ee\u6a19\u662f\u300c\u4f01\u696d\u77e5\u8b58\u5eab\u3001\u9577\u6587\u4ef6\u5206\u6790\u3001\u5de5\u7a0b\u52a9\u7406\u3001\u5ba2\u670d\u5f8c\u53f0\u300d\uff0c\u5efa\u8b70\u512a\u5148\u6e2c\u8a66 Gemma 4 E4B\u300126B \u6216 31B\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ca95949 elementor-widget elementor-widget-heading\" data-id=\"ca95949\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u90e8\u7f72\u524d\u786c\u9ad4\u9700\u6c42\u5efa\u8b70<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4b2b721 elementor-widget elementor-widget-text-editor\" data-id=\"4b2b721\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Gemma \u53ef\u4ee5\u7528 CPU \u57f7\u884c\uff0c\u4f46\u6b63\u5f0f\u670d\u52d9\u4ecd\u5efa\u8b70\u4f7f\u7528 <strong><span style=\"color: #3366ff;\"><a class=\"decorated-link\" style=\"color: #3366ff;\" href=\"https:\/\/www.taki.com.tw\/gpu-dedicated-server\/\" target=\"_blank\" rel=\"noopener\" data-start=\"244\" data-end=\"299\">GPU \u4e3b\u6a5f<\/a><\/span><\/strong>\u3002\u539f\u56e0\u5f88\u7c21\u55ae\uff1aCPU \u53ef\u4ee5\u8dd1\uff0c\u4e0d\u4ee3\u8868\u901f\u5ea6\u53ef\u4ee5\u63a5\u53d7\u3002\u5c0d\u4f01\u696d\u4f86\u8aaa\uff0c\u771f\u6b63\u5f71\u97ff\u9ad4\u9a57\u7684\u662f\u56de\u61c9\u5ef6\u9072\u3001\u591a\u4eba\u4f75\u767c\u3001context \u9577\u5ea6\u3001RAG \u6587\u4ef6\u91cf\u8207\u7a69\u5b9a\u6027\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ddde02c elementor-widget elementor-widget-heading\" data-id=\"ddde02c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">\u786c\u9ad4\u9700\u6c42\u5feb\u901f\u5efa\u8b70<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9d107fe elementor-widget elementor-widget-jet-table\" data-id=\"9d107fe\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"jet-table.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-jet-table jet-elements\">\n\t\t<div class=\"jet-table-wrapper\">\n\t\t\t<table class=\"jet-table jet-table--fa5-compat\">\n\t\t\t\t<thead class=\"jet-table__head\"><tr class=\"jet-table__head-row\"><th class=\"jet-table__cell elementor-repeater-item-b941e0e jet-table__head-cell\" scope=\"col\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u4f7f\u7528\u60c5\u5883<\/div><\/div><\/div><\/th><th class=\"jet-table__cell elementor-repeater-item-8495891 jet-table__head-cell\" scope=\"col\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u5efa\u8b70\u786c\u9ad4<\/div><\/div><\/div><\/th><th class=\"jet-table__cell elementor-repeater-item-70f8495 jet-table__head-cell\" scope=\"col\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u5efa\u8b70\u6a21\u578b<\/div><\/div><\/div><\/th><\/tr><\/thead>\n\t\t\t\t\t\t\t\t<tbody class=\"jet-table__body\"><tr class=\"jet-table__body-row elementor-repeater-item-0f37cae\"><td class=\"jet-table__cell elementor-repeater-item-db142e5 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u500b\u4eba\u6e2c\u8a66<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-27d9112 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">16GB RAM \u4ee5\u4e0a<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-68df068 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">Gemma 3n\u3001Gemma 4 E2B<\/div><\/div><\/div><\/td><\/tr><tr class=\"jet-table__body-row elementor-repeater-item-6567b04\"><td class=\"jet-table__cell elementor-repeater-item-c65486c jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u5c0f\u578b PoC<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-e8740b4 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">32GB\u201364GB RAM\uff0c8GB\u201316GB VRAM<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-01d82cc jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">Gemma 4 E4B<\/div><\/div><\/div><\/td><\/tr><tr class=\"jet-table__body-row elementor-repeater-item-e563b2b\"><td class=\"jet-table__cell elementor-repeater-item-5f966f9 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">RAG \u77e5\u8b58\u5eab\u6e2c\u8a66<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-9e3b903 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">64GB RAM\uff0c16GB\u201324GB VRAM<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-ec080e1 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">Gemma 4 E4B\u3001Gemma 4 26B Q4<\/div><\/div><\/div><\/td><\/tr><tr class=\"jet-table__body-row elementor-repeater-item-cffd829\"><td class=\"jet-table__cell elementor-repeater-item-87fe32a jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u5de5\u7a0b\u52a9\u7406 \/ \u9577\u6587\u4ef6\u5206\u6790<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-a6b2ca6 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">128GB RAM\uff0c24GB\u201348GB+ VRAM<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-912b5df jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">Gemma 4 26B\u300131B<\/div><\/div><\/div><\/td><\/tr><tr class=\"jet-table__body-row elementor-repeater-item-b23013a\"><td class=\"jet-table__cell elementor-repeater-item-d108b4f jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u591a\u4eba\u4f01\u696d\u670d\u52d9<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-b4aa93b jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">GPU Server\uff0c48GB\u201380GB+ VRAM<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-a6f06c5 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">Gemma 4 26B\u300131B \u6216\u66f4\u9ad8\u968e\u67b6\u69cb<\/div><\/div><\/div><\/td><\/tr><\/tbody>\n\t\t\t<\/table>\n\t\t<\/div>\n\n\t\t<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4d430a0 elementor-widget elementor-widget-text-editor\" data-id=\"4d430a0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Google \u5b98\u65b9\u5217\u51fa\u7684 Gemma 4 \u63a8\u8ad6\u8a18\u61b6\u9ad4\u9700\u6c42\u986f\u793a\uff0cGemma 4 E4B \u5728 Q4_0 \u7d04\u9700 5GB\uff0cGemma 4 26B A4B \u5728 Q4_0 \u7d04\u9700 15.6GB\uff0cGemma 4 31B \u5728 Q4_0 \u7d04\u9700 17.4GB\uff1b\u4f46\u5be6\u52d9\u4e0a\u4ecd\u5efa\u8b70\u9810\u7559\u66f4\u591a VRAM\uff0c\u5c24\u5176\u662f\u4f60\u8981\u4f7f\u7528\u9577\u4e0a\u4e0b\u6587\u3001\u591a\u4eba\u4f75\u767c\u6216 RAG \u6642\u3002<\/p><p>\u5982\u679c\u4f60\u4e0d\u78ba\u5b9a Gemma 4 E4B\u300126B A4B \u6216 31B \u9700\u8981\u591a\u5c11 GPU VRAM\uff0c\u53ef\u4ee5\u5148\u53c3\u8003 TAKI Cloud \u7684 <span style=\"color: #3366ff;\"><strong data-start=\"635\" data-end=\"694\"><a class=\"decorated-link\" style=\"color: #3366ff;\" href=\"https:\/\/www.taki.com.tw\/gpu-server-service\/\" target=\"_blank\" rel=\"noopener\" data-start=\"637\" data-end=\"692\">GPU \u96f2\u7aef\u4e3b\u6a5f<\/a><\/strong><\/span> \u8207 <span style=\"color: #3366ff;\"><strong data-start=\"697\" data-end=\"769\"><a class=\"decorated-link\" style=\"color: #3366ff;\" href=\"https:\/\/www.taki.com.tw\/gpu-server-gpu-cloud-pricing\/\" target=\"_blank\" rel=\"noopener\" data-start=\"699\" data-end=\"767\">GPU \u7b97\u529b\u79df\u7528\u50f9\u76ee\u8868<\/a><\/strong><\/span>\uff0c\u4f9d\u7167 PoC\u3001RAG \u77e5\u8b58\u5eab\u3001API \u63a8\u8ad6\u6216\u591a\u4eba\u5167\u90e8\u670d\u52d9\u9700\u6c42\uff0c\u9078\u64c7\u55ae\u5361 GPU Cloud \u6216\u6574\u6a5f GPU Server \u67b6\u69cb\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e53a59b elementor-widget elementor-widget-heading\" data-id=\"e53a59b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u90e8\u7f72\u524d\u74b0\u5883\u6aa2\u67e5\uff1a\u5148\u78ba\u8a8d\u7cfb\u7d71\u80fd\u4e0d\u80fd\u8dd1<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8d609bd elementor-widget elementor-widget-text-editor\" data-id=\"8d609bd\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u4ee5\u4e0b\u4ee5 Ubuntu \/ Linux \u70ba\u4e3b\u3002\u6b63\u5f0f\u5b89\u88dd Ollama \u4e4b\u524d\uff0c\u5efa\u8b70\u5148\u505a\u57fa\u672c\u74b0\u5883\u6aa2\u67e5\uff0c\u907f\u514d\u5b89\u88dd\u5b8c\u6210\u5f8c\u624d\u767c\u73fe RAM \u4e0d\u5920\u3001\u786c\u789f\u4e0d\u8db3\u3001GPU \u6c92\u88ab\u7cfb\u7d71\u6293\u5230\uff0c\u6216 port \u5df2\u7d93\u88ab\u5360\u7528\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8476806 elementor-widget elementor-widget-heading\" data-id=\"8476806\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">1. \u6aa2\u67e5\u4f5c\u696d\u7cfb\u7d71\u7248\u672c<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-77c189e elementor-widget elementor-widget-code-highlight\" data-id=\"77c189e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"code-highlight.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"prismjs-okaidia copy-to-clipboard \">\n\t\t\t<pre data-line=\"\" class=\"highlight-height language-bash line-numbers\">\n\t\t\t\t<code readonly=\"true\" class=\"language-bash\">\n\t\t\t\t\t<xmp>cat \/etc\/os-release\r\nuname -a<\/xmp>\n\t\t\t\t<\/code>\n\t\t\t<\/pre>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-700660d elementor-widget elementor-widget-image\" data-id=\"700660d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1066\" height=\"317\" src=\"https:\/\/www.taki.com.tw\/blog\/wp-content\/uploads\/2026\/05\/Check_operating_system_version.jpg\" class=\"attachment-full size-full wp-image-12530\" alt=\"\u4ee5\u4e0b\u4ee5 Ubuntu \/ Linux \u70ba\u4e3b\u3002\u6b63\u5f0f\u5b89\u88dd Ollama \u4e4b\u524d\uff0c\u5efa\u8b70\u5148\u505a\u57fa\u672c\u74b0\u5883\u6aa2\u67e5\uff0c\u907f\u514d\u5b89\u88dd\u5b8c\u6210\u5f8c\u624d\u767c\u73fe RAM \u4e0d\u5920\u3001\u786c\u789f\u4e0d\u8db3\u3001GPU \u6c92\u88ab\u7cfb\u7d71\u6293\u5230\uff0c\u6216 port \u5df2\u7d93\u88ab\u5360\u7528\u3002\" srcset=\"https:\/\/www.taki.com.tw\/blog\/wp-content\/uploads\/2026\/05\/Check_operating_system_version.jpg 1066w, https:\/\/www.taki.com.tw\/blog\/wp-content\/uploads\/2026\/05\/Check_operating_system_version-300x89.jpg 300w, https:\/\/www.taki.com.tw\/blog\/wp-content\/uploads\/2026\/05\/Check_operating_system_version-1024x305.jpg 1024w, https:\/\/www.taki.com.tw\/blog\/wp-content\/uploads\/2026\/05\/Check_operating_system_version-768x228.jpg 768w\" sizes=\"(max-width: 1066px) 100vw, 1066px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-680f8d9 elementor-widget elementor-widget-text-editor\" data-id=\"680f8d9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u4f60\u61c9\u8a72\u53ef\u4ee5\u770b\u5230\u985e\u4f3c Ubuntu\u3001Debian\u3001Rocky Linux\u3001AlmaLinux \u7b49\u7cfb\u7d71\u8cc7\u8a0a\u3002\u4f01\u696d\u90e8\u7f72\u5efa\u8b70\u4f7f\u7528 Ubuntu 22.04 \/ 24.04 LTS \u6216\u5176\u4ed6\u9577\u671f\u652f\u63f4\u7248\u672c\uff0c\u7dad\u904b\u8207\u5957\u4ef6\u76f8\u5bb9\u6027\u6703\u6bd4\u8f03\u7a69\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-77d6446 elementor-widget elementor-widget-heading\" data-id=\"77d6446\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">2. \u6aa2\u67e5 CPU \u8cc7\u8a0a<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0a1f42d elementor-widget elementor-widget-code-highlight\" data-id=\"0a1f42d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"code-highlight.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"prismjs-okaidia copy-to-clipboard \">\n\t\t\t<pre data-line=\"\" class=\"highlight-height language-bash line-numbers\">\n\t\t\t\t<code readonly=\"true\" class=\"language-bash\">\n\t\t\t\t\t<xmp>lscpu<\/xmp>\n\t\t\t\t<\/code>\n\t\t\t<\/pre>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8b03921 elementor-widget elementor-widget-image\" data-id=\"8b03921\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1000\" height=\"507\" src=\"https:\/\/www.taki.com.tw\/blog\/wp-content\/uploads\/2026\/05\/Check_CPU_information.jpg\" class=\"attachment-full size-full wp-image-12531\" alt=\"Terminal window showing a black screen with white text listing VM hardware details (CPU model, cores, memory, virtualization features) and other system specs.\" srcset=\"https:\/\/www.taki.com.tw\/blog\/wp-content\/uploads\/2026\/05\/Check_CPU_information.jpg 1000w, https:\/\/www.taki.com.tw\/blog\/wp-content\/uploads\/2026\/05\/Check_CPU_information-300x152.jpg 300w, https:\/\/www.taki.com.tw\/blog\/wp-content\/uploads\/2026\/05\/Check_CPU_information-768x389.jpg 768w\" sizes=\"(max-width: 1000px) 100vw, 1000px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1e07e53 elementor-widget elementor-widget-text-editor\" data-id=\"1e07e53\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u91cd\u9ede\u770b\uff1a<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f82a45a elementor-widget elementor-widget-code-highlight\" data-id=\"f82a45a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"code-highlight.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"prismjs-okaidia copy-to-clipboard \">\n\t\t\t<pre data-line=\"\" class=\"highlight-height language-bash line-numbers\">\n\t\t\t\t<code readonly=\"true\" class=\"language-bash\">\n\t\t\t\t\t<xmp>CPU(s)\nModel name\nThread(s) per core\nCore(s) per socket\nSocket(s)<\/xmp>\n\t\t\t\t<\/code>\n\t\t\t<\/pre>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e48c8f9 elementor-widget elementor-widget-text-editor\" data-id=\"e48c8f9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u5982\u679c\u53ea\u662f\u6e2c\u8a66\u5c0f\u6a21\u578b\uff0cCPU \u4e0d\u7528\u592a\u9ad8\u968e\uff1b\u4f46\u5982\u679c\u4f60\u6c92\u6709 GPU\uff0c\u6240\u6709\u63a8\u8ad6\u90fd\u6703\u843d\u5728 CPU \u4e0a\uff0c\u56de\u61c9\u901f\u5ea6\u6703\u660e\u986f\u8b8a\u6162\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-cd6f80c elementor-widget elementor-widget-heading\" data-id=\"cd6f80c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">3. \u6aa2\u67e5 RAM<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-dde61a6 elementor-widget elementor-widget-code-highlight\" data-id=\"dde61a6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"code-highlight.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"prismjs-okaidia copy-to-clipboard \">\n\t\t\t<pre data-line=\"\" class=\"highlight-height language-bash line-numbers\">\n\t\t\t\t<code readonly=\"true\" class=\"language-bash\">\n\t\t\t\t\t<xmp>free -h<\/xmp>\n\t\t\t\t<\/code>\n\t\t\t<\/pre>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-43e71ed elementor-widget elementor-widget-image\" data-id=\"43e71ed\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"767\" height=\"193\" src=\"https:\/\/www.taki.com.tw\/blog\/wp-content\/uploads\/2026\/05\/Check_RAM.jpg\" class=\"attachment-full size-full wp-image-12532\" alt=\"Terminal window showing a Linux system status: kernel mitigations listed; memory (Mem: total 503Gi, used 35Gi, free 16Gi) and swap (8.0Gi total, 3.8Gi used, 4.2Gi free) are displayed.\" srcset=\"https:\/\/www.taki.com.tw\/blog\/wp-content\/uploads\/2026\/05\/Check_RAM.jpg 767w, https:\/\/www.taki.com.tw\/blog\/wp-content\/uploads\/2026\/05\/Check_RAM-300x75.jpg 300w\" sizes=\"(max-width: 767px) 100vw, 767px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-beec297 elementor-widget elementor-widget-text-editor\" data-id=\"beec297\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u91cd\u9ede\u770b\uff1a<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-cfd12a9 elementor-widget elementor-widget-code-highlight\" data-id=\"cfd12a9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"code-highlight.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"prismjs-okaidia copy-to-clipboard \">\n\t\t\t<pre data-line=\"\" class=\"highlight-height language-bash line-numbers\">\n\t\t\t\t<code readonly=\"true\" class=\"language-bash\">\n\t\t\t\t\t<xmp>Mem:\nSwap:<\/xmp>\n\t\t\t\t<\/code>\n\t\t\t<\/pre>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7a1447f elementor-widget elementor-widget-text-editor\" data-id=\"7a1447f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u5efa\u8b70\uff1a<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9e638aa elementor-widget elementor-widget-jet-table\" data-id=\"9e638aa\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"jet-table.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-jet-table jet-elements\">\n\t\t<div class=\"jet-table-wrapper\">\n\t\t\t<table class=\"jet-table jet-table--fa5-compat\">\n\t\t\t\t<thead class=\"jet-table__head\"><tr class=\"jet-table__head-row\"><th class=\"jet-table__cell elementor-repeater-item-b941e0e jet-table__head-cell\" scope=\"col\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u7528\u9014<\/div><\/div><\/div><\/th><th class=\"jet-table__cell elementor-repeater-item-8495891 jet-table__head-cell\" scope=\"col\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">RAM \u5efa\u8b70<\/div><\/div><\/div><\/th><\/tr><\/thead>\n\t\t\t\t\t\t\t\t<tbody class=\"jet-table__body\"><tr class=\"jet-table__body-row elementor-repeater-item-0f37cae\"><td class=\"jet-table__cell elementor-repeater-item-db142e5 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u500b\u4eba\u6e2c\u8a66<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-27d9112 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">16GB \u8d77<\/div><\/div><\/div><\/td><\/tr><tr class=\"jet-table__body-row elementor-repeater-item-6567b04\"><td class=\"jet-table__cell elementor-repeater-item-c65486c jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u5c0f\u578b PoC<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-e8740b4 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">32GB\u201364GB<\/div><\/div><\/div><\/td><\/tr><tr class=\"jet-table__body-row elementor-repeater-item-e563b2b\"><td class=\"jet-table__cell elementor-repeater-item-5f966f9 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">RAG \/ Open WebUI \/ Docker<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-9e3b903 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">64GB \u4ee5\u4e0a<\/div><\/div><\/div><\/td><\/tr><tr class=\"jet-table__body-row elementor-repeater-item-cffd829\"><td class=\"jet-table__cell elementor-repeater-item-87fe32a jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u591a\u4eba\u4f01\u696d\u670d\u52d9<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-a6b2ca6 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">128GB \u4ee5\u4e0a<\/div><\/div><\/div><\/td><\/tr><\/tbody>\n\t\t\t<\/table>\n\t\t<\/div>\n\n\t\t<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9bb59c9 elementor-widget elementor-widget-heading\" data-id=\"9bb59c9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">4. \u6aa2\u67e5\u786c\u789f\u7a7a\u9593<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f4b7765 elementor-widget elementor-widget-code-highlight\" data-id=\"f4b7765\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"code-highlight.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"prismjs-okaidia copy-to-clipboard \">\n\t\t\t<pre data-line=\"\" class=\"highlight-height language-bash line-numbers\">\n\t\t\t\t<code readonly=\"true\" class=\"language-bash\">\n\t\t\t\t\t<xmp>df -h<\/xmp>\n\t\t\t\t<\/code>\n\t\t\t<\/pre>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-17e8ed9 elementor-widget elementor-widget-text-editor\" data-id=\"17e8ed9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-start=\"5732\" data-end=\"5823\">\u91cd\u9ede\u770b <code data-start=\"5736\" data-end=\"5739\">\/<\/code> \u6216 Docker \/ Ollama \u6a21\u578b\u5b58\u653e\u8def\u5f91\u662f\u5426\u6709\u8db3\u5920\u7a7a\u9593\u3002\u6a21\u578b\u6a94\u6848\u53ef\u80fd\u5f9e\u5e7e GB \u5230\u6578\u5341 GB \u4e0d\u7b49\uff0c\u5982\u679c\u4f60\u6703\u6e2c\u8a66\u591a\u500b\u6a21\u578b\uff0c\u5efa\u8b70\u81f3\u5c11\u9810\u7559 100GB \u4ee5\u4e0a\u7a7a\u9593\u3002<\/p><p data-start=\"5825\" data-end=\"5837\">\u4e5f\u53ef\u4ee5\u6aa2\u67e5\u76ee\u524d\u76ee\u9304\u7a7a\u9593\uff1a<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-59d9e3c elementor-widget elementor-widget-code-highlight\" data-id=\"59d9e3c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"code-highlight.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"prismjs-okaidia copy-to-clipboard \">\n\t\t\t<pre data-line=\"\" class=\"highlight-height language-bash line-numbers\">\n\t\t\t\t<code readonly=\"true\" class=\"language-bash\">\n\t\t\t\t\t<xmp>du -sh .<\/xmp>\n\t\t\t\t<\/code>\n\t\t\t<\/pre>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e28456a elementor-widget elementor-widget-image\" data-id=\"e28456a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"764\" height=\"298\" src=\"https:\/\/www.taki.com.tw\/blog\/wp-content\/uploads\/2026\/05\/Check_hard_drive_space.jpg\" class=\"attachment-full size-full wp-image-12536\" alt=\"\u91cd\u9ede\u770b \/ \u6216 Docker \/ Ollama \u6a21\u578b\u5b58\u653e\u8def\u5f91\u662f\u5426\u6709\u8db3\u5920\u7a7a\u9593\u3002\u6a21\u578b\u6a94\u6848\u53ef\u80fd\u5f9e\u5e7e GB \u5230\u6578\u5341 GB \u4e0d\u7b49\uff0c\u5982\u679c\u4f60\u6703\u6e2c\u8a66\u591a\u500b\u6a21\u578b\uff0c\u5efa\u8b70\u81f3\u5c11\u9810\u7559 100GB \u4ee5\u4e0a\u7a7a\u9593\u3002\" srcset=\"https:\/\/www.taki.com.tw\/blog\/wp-content\/uploads\/2026\/05\/Check_hard_drive_space.jpg 764w, https:\/\/www.taki.com.tw\/blog\/wp-content\/uploads\/2026\/05\/Check_hard_drive_space-300x117.jpg 300w\" sizes=\"(max-width: 764px) 100vw, 764px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-35977dc elementor-widget elementor-widget-heading\" data-id=\"35977dc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">5. \u6aa2\u67e5 NVIDIA GPU<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a272d3a elementor-widget elementor-widget-text-editor\" data-id=\"a272d3a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u5982\u679c\u4f60\u7684\u4e3b\u6a5f\u6709 NVIDIA GPU\uff0c\u5148\u78ba\u8a8d\u9a45\u52d5\u662f\u5426\u6b63\u5e38\uff1a<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f80b145 elementor-widget elementor-widget-code-highlight\" data-id=\"f80b145\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"code-highlight.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"prismjs-okaidia copy-to-clipboard \">\n\t\t\t<pre data-line=\"\" class=\"highlight-height language-bash line-numbers\">\n\t\t\t\t<code readonly=\"true\" class=\"language-bash\">\n\t\t\t\t\t<xmp>nvidia-smi<\/xmp>\n\t\t\t\t<\/code>\n\t\t\t<\/pre>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-59215cf elementor-widget elementor-widget-text-editor\" data-id=\"59215cf\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u6b63\u5e38\u60c5\u6cc1\u4e0b\u6703\u770b\u5230\u5982\u4e0b\u5716\uff1a<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6c9c314 elementor-widget elementor-widget-image\" data-id=\"6c9c314\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"788\" height=\"847\" src=\"https:\/\/www.taki.com.tw\/blog\/wp-content\/uploads\/2026\/05\/nvidia-smi-rtx-5090-8gpu-ollama-deepseek-local-ai-server.jpg\" class=\"attachment-full size-full wp-image-12453\" alt=\"Terminal window displaying NVIDIA SMI status for multiple GPUs with temps, memory usage, and two Python processes running in .venv\/bin\/python\" srcset=\"https:\/\/www.taki.com.tw\/blog\/wp-content\/uploads\/2026\/05\/nvidia-smi-rtx-5090-8gpu-ollama-deepseek-local-ai-server.jpg 788w, https:\/\/www.taki.com.tw\/blog\/wp-content\/uploads\/2026\/05\/nvidia-smi-rtx-5090-8gpu-ollama-deepseek-local-ai-server-279x300.jpg 279w, https:\/\/www.taki.com.tw\/blog\/wp-content\/uploads\/2026\/05\/nvidia-smi-rtx-5090-8gpu-ollama-deepseek-local-ai-server-768x826.jpg 768w\" sizes=\"(max-width: 788px) 100vw, 788px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d974811 elementor-widget elementor-widget-text-editor\" data-id=\"d974811\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u5982\u679c\u51fa\u73fe\uff1acommand not found<\/p><p data-start=\"6055\" data-end=\"6080\">\u4ee3\u8868 NVIDIA Driver \u6216\u5de5\u5177\u5c1a\u672a\u5b89\u88dd\u3002<\/p><p data-start=\"6082\" data-end=\"6087\">\u5982\u679c\u51fa\u73fe\uff1aNo devices were found<\/p><p data-start=\"6082\" data-end=\"6087\">\u4ee3\u8868\u7cfb\u7d71\u6c92\u6709\u5075\u6e2c\u5230 GPU\uff0c\u53ef\u80fd\u662f\u9a45\u52d5\u3001\u786c\u9ad4\u3001PCIe\u3001\u865b\u64ec\u5316 passthrough \u6216 BIOS \u8a2d\u5b9a\u554f\u984c\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-64365cb elementor-widget elementor-widget-heading\" data-id=\"64365cb\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">6. \u6aa2\u67e5 11434 port \u662f\u5426\u88ab\u5360\u7528<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c2619de elementor-widget elementor-widget-text-editor\" data-id=\"c2619de\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Ollama \u9810\u8a2d\u4f7f\u7528 <code data-start=\"6227\" data-end=\"6234\">11434<\/code> port\u3002\u5b89\u88dd\u524d\u53ef\u4ee5\u5148\u67e5\uff1a<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fb47a6c elementor-widget elementor-widget-code-highlight\" data-id=\"fb47a6c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"code-highlight.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"prismjs-okaidia copy-to-clipboard \">\n\t\t\t<pre data-line=\"\" class=\"highlight-height language-bash line-numbers\">\n\t\t\t\t<code readonly=\"true\" class=\"language-bash\">\n\t\t\t\t\t<xmp>ss -lntp | grep 11434 || true<\/xmp>\n\t\t\t\t<\/code>\n\t\t\t<\/pre>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1431742 elementor-widget elementor-widget-text-editor\" data-id=\"1431742\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u5982\u679c\u6c92\u6709\u8f38\u51fa\uff0c\u4ee3\u8868\u76ee\u524d\u6c92\u6709\u7a0b\u5f0f\u5360\u7528 11434\u3002<br data-start=\"6317\" data-end=\"6320\" \/>\u5982\u679c\u6709\u8f38\u51fa\uff0c\u4ee3\u8868\u8a72 port \u5df2\u88ab\u5176\u4ed6\u7a0b\u5f0f\u4f7f\u7528\uff0c\u5f8c\u9762\u53ef\u80fd\u9700\u8981\u8abf\u6574 <code data-start=\"6353\" data-end=\"6366\">OLLAMA_HOST<\/code> \u6216\u95dc\u9589\u885d\u7a81\u670d\u52d9\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-79de99c elementor-widget elementor-widget-heading\" data-id=\"79de99c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Linux \u5b89\u88dd Ollama<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f882fc0 elementor-widget elementor-widget-heading\" data-id=\"f882fc0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">1. \u5b89\u88dd Ollama<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7ec0ed2 elementor-widget elementor-widget-code-highlight\" data-id=\"7ec0ed2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"code-highlight.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"prismjs-okaidia copy-to-clipboard \">\n\t\t\t<pre data-line=\"\" class=\"highlight-height language-bash line-numbers\">\n\t\t\t\t<code readonly=\"true\" class=\"language-bash\">\n\t\t\t\t\t<xmp>curl -fsSL https:\/\/ollama.com\/install.sh | sh\n\n#\u5b89\u88dd\u5b8c\u6210\u5f8c\u78ba\u8a8d\u7248\u672c\uff1a\n\nollama --version<\/xmp>\n\t\t\t\t<\/code>\n\t\t\t<\/pre>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9742137 elementor-widget elementor-widget-heading\" data-id=\"9742137\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">2. \u6aa2\u67e5 Ollama \u670d\u52d9\u72c0\u614b<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0972381 elementor-widget elementor-widget-text-editor\" data-id=\"0972381\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u5728 Linux \u4e0a\uff0cOllama \u901a\u5e38\u6703\u4ee5 systemd \u670d\u52d9\u65b9\u5f0f\u57f7\u884c\u3002\u6aa2\u67e5\u670d\u52d9\uff1a<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-378b1a8 elementor-widget elementor-widget-code-highlight\" data-id=\"378b1a8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"code-highlight.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"prismjs-okaidia copy-to-clipboard \">\n\t\t\t<pre data-line=\"\" class=\"highlight-height language-bash line-numbers\">\n\t\t\t\t<code readonly=\"true\" class=\"language-bash\">\n\t\t\t\t\t<xmp>sudo systemctl status ollama --no-pager<\/xmp>\n\t\t\t\t<\/code>\n\t\t\t<\/pre>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f7841f3 elementor-widget elementor-widget-text-editor\" data-id=\"f7841f3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u5982\u679c\u6c92\u6709\u555f\u52d5\uff0c\u53ef\u4ee5\u624b\u52d5\u555f\u52d5\uff1a<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-617d307 elementor-widget elementor-widget-code-highlight\" data-id=\"617d307\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"code-highlight.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"prismjs-okaidia copy-to-clipboard \">\n\t\t\t<pre data-line=\"\" class=\"highlight-height language-bash line-numbers\">\n\t\t\t\t<code readonly=\"true\" class=\"language-bash\">\n\t\t\t\t\t<xmp>sudo systemctl start ollama<\/xmp>\n\t\t\t\t<\/code>\n\t\t\t<\/pre>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-16294b3 elementor-widget elementor-widget-text-editor\" data-id=\"16294b3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u8a2d\u5b9a\u958b\u6a5f\u81ea\u52d5\u555f\u52d5\uff1a<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-50367b9 elementor-widget elementor-widget-code-highlight\" data-id=\"50367b9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"code-highlight.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"prismjs-okaidia copy-to-clipboard \">\n\t\t\t<pre data-line=\"\" class=\"highlight-height language-bash line-numbers\">\n\t\t\t\t<code readonly=\"true\" class=\"language-bash\">\n\t\t\t\t\t<xmp>sudo systemctl enable ollama<\/xmp>\n\t\t\t\t<\/code>\n\t\t\t<\/pre>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5e5ab33 elementor-widget elementor-widget-text-editor\" data-id=\"5e5ab33\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u91cd\u65b0\u555f\u52d5\u670d\u52d9\uff1a<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-13e5cb1 elementor-widget elementor-widget-code-highlight\" data-id=\"13e5cb1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"code-highlight.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"prismjs-okaidia copy-to-clipboard \">\n\t\t\t<pre data-line=\"\" class=\"highlight-height language-bash line-numbers\">\n\t\t\t\t<code readonly=\"true\" class=\"language-bash\">\n\t\t\t\t\t<xmp>sudo systemctl restart ollama<\/xmp>\n\t\t\t\t<\/code>\n\t\t\t<\/pre>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b7552cb elementor-widget elementor-widget-text-editor\" data-id=\"b7552cb\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u67e5\u770b log\uff1a<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-050c068 elementor-widget elementor-widget-code-highlight\" data-id=\"050c068\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"code-highlight.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"prismjs-okaidia copy-to-clipboard \">\n\t\t\t<pre data-line=\"\" class=\"highlight-height language-bash line-numbers\">\n\t\t\t\t<code readonly=\"true\" class=\"language-bash\">\n\t\t\t\t\t<xmp>journalctl -u ollama -n 100 --no-pager<\/xmp>\n\t\t\t\t<\/code>\n\t\t\t<\/pre>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-686893d elementor-widget elementor-widget-text-editor\" data-id=\"686893d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u5373\u6642\u8ffd\u8e64 log\uff1a<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b5461af elementor-widget elementor-widget-code-highlight\" data-id=\"b5461af\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"code-highlight.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"prismjs-okaidia copy-to-clipboard \">\n\t\t\t<pre data-line=\"\" class=\"highlight-height language-bash line-numbers\">\n\t\t\t\t<code readonly=\"true\" class=\"language-bash\">\n\t\t\t\t\t<xmp>journalctl -u ollama -f<\/xmp>\n\t\t\t\t<\/code>\n\t\t\t<\/pre>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-93b2770 elementor-widget elementor-widget-heading\" data-id=\"93b2770\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">3. \u6e2c\u8a66 Ollama API \u662f\u5426\u6b63\u5e38<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-be77597 elementor-widget elementor-widget-code-highlight\" data-id=\"be77597\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"code-highlight.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"prismjs-okaidia copy-to-clipboard \">\n\t\t\t<pre data-line=\"\" class=\"highlight-height language-bash line-numbers\">\n\t\t\t\t<code readonly=\"true\" class=\"language-bash\">\n\t\t\t\t\t<xmp>curl http:\/\/127.0.0.1:11434\/api\/tags<\/xmp>\n\t\t\t\t<\/code>\n\t\t\t<\/pre>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5453df9 elementor-widget elementor-widget-text-editor\" data-id=\"5453df9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-start=\"6999\" data-end=\"7034\">\u5982\u679c\u6b63\u5e38\uff0c\u6703\u56de\u50b3\u76ee\u524d\u5df2\u5b89\u88dd\u7684\u6a21\u578b\u6e05\u55ae\u3002\u525b\u5b89\u88dd\u6642\u53ef\u80fd\u662f\u7a7a\u7684\uff0c\u9019\u662f\u6b63\u5e38\u7684\u3002<\/p><p data-start=\"7036\" data-end=\"7061\">\u4e5f\u53ef\u4ee5\u6e2c\u8a66 Ollama \u662f\u5426\u6709\u5728 listen\uff1a<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-45cdedf elementor-widget elementor-widget-code-highlight\" data-id=\"45cdedf\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"code-highlight.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"prismjs-okaidia copy-to-clipboard \">\n\t\t\t<pre data-line=\"\" class=\"highlight-height language-bash line-numbers\">\n\t\t\t\t<code readonly=\"true\" class=\"language-bash\">\n\t\t\t\t\t<xmp>ss -lntp | grep 11434<\/xmp>\n\t\t\t\t<\/code>\n\t\t\t<\/pre>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-cea4331 elementor-widget elementor-widget-heading\" data-id=\"cea4331\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u4e0b\u8f09\u8207\u57f7\u884c Gemma 4<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5bf92d1 elementor-widget elementor-widget-heading\" data-id=\"5bf92d1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">1. \u4e0b\u8f09 Gemma 4<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c95df7b elementor-widget elementor-widget-text-editor\" data-id=\"c95df7b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u5148\u5f9e\u8f03\u5c0f\u6a21\u578b\u958b\u59cb\uff0c\u78ba\u8a8d\u74b0\u5883\u6b63\u5e38\uff1a<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6b31dd5 elementor-widget elementor-widget-code-highlight\" data-id=\"6b31dd5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"code-highlight.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"prismjs-okaidia copy-to-clipboard \">\n\t\t\t<pre data-line=\"\" class=\"highlight-height language-bash line-numbers\">\n\t\t\t\t<code readonly=\"true\" class=\"language-bash\">\n\t\t\t\t\t<xmp>ollama pull gemma4:e4b<\/xmp>\n\t\t\t\t<\/code>\n\t\t\t<\/pre>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a124689 elementor-widget elementor-widget-text-editor\" data-id=\"a124689\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u5982\u679c\u4f60\u7684\u4e3b\u6a5f\u8cc7\u6e90\u8f03\u5c0f\uff0c\u53ef\u4ee5\u6539\u7528\uff1a<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e7ec31e elementor-widget elementor-widget-code-highlight\" data-id=\"e7ec31e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"code-highlight.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"prismjs-okaidia copy-to-clipboard \">\n\t\t\t<pre data-line=\"\" class=\"highlight-height language-bash line-numbers\">\n\t\t\t\t<code readonly=\"true\" class=\"language-bash\">\n\t\t\t\t\t<xmp>ollama pull gemma4:e2b<\/xmp>\n\t\t\t\t<\/code>\n\t\t\t<\/pre>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c534fa0 elementor-widget elementor-widget-text-editor\" data-id=\"c534fa0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u5982\u679c\u4f60\u6709\u8f03\u5927\u7684 GPU \u4e3b\u6a5f\uff0c\u53ef\u4ee5\u6e2c\u8a66\uff1a<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-66b89a3 elementor-widget elementor-widget-code-highlight\" data-id=\"66b89a3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"code-highlight.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"prismjs-okaidia copy-to-clipboard \">\n\t\t\t<pre data-line=\"\" class=\"highlight-height language-bash line-numbers\">\n\t\t\t\t<code readonly=\"true\" class=\"language-bash\">\n\t\t\t\t\t<xmp>ollama pull gemma4:26b<\/xmp>\n\t\t\t\t<\/code>\n\t\t\t<\/pre>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-20739a8 elementor-widget elementor-widget-text-editor\" data-id=\"20739a8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u6216\uff1a<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4a8a926 elementor-widget elementor-widget-code-highlight\" data-id=\"4a8a926\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"code-highlight.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"prismjs-okaidia copy-to-clipboard \">\n\t\t\t<pre data-line=\"\" class=\"highlight-height language-bash line-numbers\">\n\t\t\t\t<code readonly=\"true\" class=\"language-bash\">\n\t\t\t\t\t<xmp>ollama pull gemma4:31b<\/xmp>\n\t\t\t\t<\/code>\n\t\t\t<\/pre>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b7c8019 elementor-widget elementor-widget-heading\" data-id=\"b7c8019\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">2. \u67e5\u770b\u5df2\u4e0b\u8f09\u6a21\u578b<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-81f5e58 elementor-widget elementor-widget-code-highlight\" data-id=\"81f5e58\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"code-highlight.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"prismjs-okaidia copy-to-clipboard \">\n\t\t\t<pre data-line=\"\" class=\"highlight-height language-bash line-numbers\">\n\t\t\t\t<code readonly=\"true\" class=\"language-bash\">\n\t\t\t\t\t<xmp>ollama list<\/xmp>\n\t\t\t\t<\/code>\n\t\t\t<\/pre>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e0b49ad elementor-widget elementor-widget-text-editor\" data-id=\"e0b49ad\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u4f60\u6703\u770b\u5230\u985e\u4f3c\uff1a<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ccdde68 elementor-widget elementor-widget-code-highlight\" data-id=\"ccdde68\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"code-highlight.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"prismjs-okaidia copy-to-clipboard \">\n\t\t\t<pre data-line=\"\" class=\"highlight-height language-bash \">\n\t\t\t\t<code readonly=\"true\" class=\"language-bash\">\n\t\t\t\t\t<xmp>NAME             ID              SIZE      MODIFIED\r\ngemma4:e4b       xxxxxxxx        x.x GB    ...<\/xmp>\n\t\t\t\t<\/code>\n\t\t\t<\/pre>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8699c88 elementor-widget elementor-widget-heading\" data-id=\"8699c88\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">3. \u57f7\u884c Gemma<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fb2f265 elementor-widget elementor-widget-code-highlight\" data-id=\"fb2f265\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"code-highlight.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"prismjs-okaidia copy-to-clipboard \">\n\t\t\t<pre data-line=\"\" class=\"highlight-height language-bash line-numbers\">\n\t\t\t\t<code readonly=\"true\" class=\"language-bash\">\n\t\t\t\t\t<xmp>ollama run gemma4:e4b<\/xmp>\n\t\t\t\t<\/code>\n\t\t\t<\/pre>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2c2a45c elementor-widget elementor-widget-text-editor\" data-id=\"2c2a45c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u6e2c\u8a66\u554f\u984c\uff1a<\/p><blockquote><p>\u8acb\u7528\u7e41\u9ad4\u4e2d\u6587\u8aaa\u660e Gemma \u672c\u5730\u90e8\u7f72\u9069\u5408\u54ea\u4e9b\u4f01\u696d\u61c9\u7528\u5834\u666f\u3002<\/p><\/blockquote><p>\u5982\u679c\u56de\u61c9\u6b63\u5e38\uff0c\u4ee3\u8868\u6a21\u578b\u5df2\u53ef\u904b\u884c\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f956a60 elementor-widget elementor-widget-heading\" data-id=\"f956a60\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u4f7f\u7528 Ollama API \u547c\u53eb Gemma<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-653764c elementor-widget elementor-widget-text-editor\" data-id=\"653764c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Ollama \u4e0d\u53ea\u662f CLI \u5de5\u5177\uff0c\u5b83\u4e5f\u80fd\u63d0\u4f9b\u672c\u5730 API\u3002Ollama \u5b98\u65b9\u6587\u4ef6\u6307\u51fa\uff0c\u5b89\u88dd\u5f8c API \u9810\u8a2d\u670d\u52d9\u4f4d\u65bc <code data-start=\"7730\" data-end=\"7751\">localhost:11434\/api<\/code>\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-036949e elementor-widget elementor-widget-heading\" data-id=\"036949e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">1. \u4f7f\u7528 \/api\/chat<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0227969 elementor-widget elementor-widget-code-highlight\" data-id=\"0227969\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"code-highlight.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"prismjs-okaidia copy-to-clipboard \">\n\t\t\t<pre data-line=\"\" class=\"highlight-height language-bash line-numbers\">\n\t\t\t\t<code readonly=\"true\" class=\"language-bash\">\n\t\t\t\t\t<xmp>curl http:\/\/127.0.0.1:11434\/api\/chat -d '{\r\n  \"model\": \"gemma4:e4b\",\r\n  \"messages\": [\r\n    {\r\n      \"role\": \"user\",\r\n      \"content\": \"\u8acb\u7528\u7e41\u9ad4\u4e2d\u6587\u6574\u7406 Gemma \u672c\u5730\u90e8\u7f72\u7684\u4e09\u500b\u512a\u9ede\"\r\n    }\r\n  ],\r\n  \"stream\": false\r\n}'<\/xmp>\n\t\t\t\t<\/code>\n\t\t\t<\/pre>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-44eed7d elementor-widget elementor-widget-heading\" data-id=\"44eed7d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">2. \u9650\u5236\u4e0a\u4e0b\u6587\u9577\u5ea6\uff0c\u907f\u514d OOM<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7de4451 elementor-widget elementor-widget-text-editor\" data-id=\"7de4451\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u5982\u679c\u4f60\u9047\u5230\u8a18\u61b6\u9ad4\u4e0d\u8db3\uff0c\u53ef\u4ee5\u5148\u9650\u5236 <code data-start=\"8060\" data-end=\"8069\">num_ctx<\/code>\uff1a<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7e6d74d elementor-widget elementor-widget-code-highlight\" data-id=\"7e6d74d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"code-highlight.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"prismjs-okaidia copy-to-clipboard \">\n\t\t\t<pre data-line=\"\" class=\"highlight-height language-bash line-numbers\">\n\t\t\t\t<code readonly=\"true\" class=\"language-bash\">\n\t\t\t\t\t<xmp>curl http:\/\/127.0.0.1:11434\/api\/chat -d '{\r\n  \"model\": \"gemma4:e4b\",\r\n  \"messages\": [\r\n    {\r\n      \"role\": \"user\",\r\n      \"content\": \"\u8acb\u6458\u8981\u9019\u6bb5\u6587\u5b57...\"\r\n    }\r\n  ],\r\n  \"options\": {\r\n    \"num_ctx\": 4096\r\n  },\r\n  \"stream\": false\r\n}'<\/xmp>\n\t\t\t\t<\/code>\n\t\t\t<\/pre>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a9f6d17 elementor-widget elementor-widget-text-editor\" data-id=\"a9f6d17\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u5c0d RAG \u6216\u9577\u6587\u4ef6\u6458\u8981\u4f86\u8aaa\uff0c<code data-start=\"8314\" data-end=\"8323\">num_ctx<\/code> \u4e0d\u61c9\u8a72\u4e00\u958b\u59cb\u5c31\u958b\u5230\u6700\u5927\u3002\u5efa\u8b70\u5148\u7528 4096 \u6216 8192 \u6e2c\u8a66\uff0c\u518d\u4f9d\u7167 VRAM \u4f7f\u7528\u72c0\u6cc1\u9010\u6b65\u589e\u52a0\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0e5fd05 elementor-widget elementor-widget-heading\" data-id=\"0e5fd05\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">3. `stream` \u8981\u8a2d true \u9084\u662f false\uff1f<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-54a6737 elementor-widget elementor-widget-text-editor\" data-id=\"54a6737\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Ollama API \u7684 `stream` \u53c3\u6578\uff0c\u662f\u7528\u4f86\u63a7\u5236\u6a21\u578b\u56de\u7b54\u6642\u7684\u56de\u50b3\u65b9\u5f0f\u3002<\/p><p>\u5982\u679c\u8a2d\u5b9a\u70ba `&#8221;stream&#8221;: false`\uff0cOllama \u6703\u7b49 Gemma \u5b8c\u6574\u751f\u6210\u7b54\u6848\u5f8c\uff0c\u518d\u4e00\u6b21\u56de\u50b3\u7d50\u679c\u3002\u9019\u7a2e\u65b9\u5f0f\u6700\u9069\u5408 API \u6e2c\u8a66\u3001n8n \u81ea\u52d5\u5316\u6d41\u7a0b\u3001\u6279\u6b21\u6458\u8981\u6216\u5f8c\u7aef\u7a0b\u5f0f\u8655\u7406\uff0c\u56e0\u70ba\u7d50\u679c\u6bd4\u8f03\u5bb9\u6613\u89e3\u6790\u3002<\/p><p>\u5982\u679c\u8a2d\u5b9a\u70ba `&#8221;stream&#8221;: true`\uff0c\u6a21\u578b\u6703\u908a\u751f\u6210\u3001\u908a\u56de\u50b3\u6587\u5b57\u3002\u9019\u7a2e\u65b9\u5f0f\u6bd4\u8f03\u9069\u5408\u804a\u5929\u4ecb\u9762\u3001\u5ba2\u670d\u52a9\u7406\u6216\u524d\u7aef\u5373\u6642\u554f\u7b54\uff0c\u4f7f\u7528\u8005\u53ef\u4ee5\u66f4\u5feb\u770b\u5230\u7b2c\u4e00\u6bb5\u56de\u7b54\uff0c\u9ad4\u9a57\u6bd4\u8f03\u63a5\u8fd1 ChatGPT\u3002<\/p><p>\u7c21\u55ae\u4f86\u8aaa\uff1a<\/p><ul><li>\u505a API \u6e2c\u8a66\u3001n8n\u3001\u6279\u6b21\u6458\u8981\uff1a\u5efa\u8b70\u7528 `&#8221;stream&#8221;: false`<\/li><li>\u505a\u804a\u5929\u4ecb\u9762\u3001\u5373\u6642\u554f\u7b54\u3001\u524d\u7aef\u4e32\u63a5\uff1a\u53ef\u4ee5\u7528 `&#8221;stream&#8221;: true`<\/li><\/ul><p>\u5982\u679c\u4f60\u53ea\u662f\u7167\u672c\u6587\u6e2c\u8a66 Gemma \u662f\u5426\u6b63\u5e38\u904b\u4f5c\uff0c\u5148\u4f7f\u7528 `&#8221;stream&#8221;: false` \u5c31\u53ef\u4ee5\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2b28b25 elementor-widget elementor-widget-heading\" data-id=\"2b28b25\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">4. \u5373\u6642\u76e3\u63a7 GPU \u4f7f\u7528\u72c0\u6cc1<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-302a0a2 elementor-widget elementor-widget-text-editor\" data-id=\"302a0a2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u958b\u53e6\u4e00\u500b\u7d42\u7aef\u6a5f\uff1a<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2966a3c elementor-widget elementor-widget-code-highlight\" data-id=\"2966a3c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"code-highlight.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"prismjs-okaidia copy-to-clipboard \">\n\t\t\t<pre data-line=\"\" class=\"highlight-height language-bash line-numbers\">\n\t\t\t\t<code readonly=\"true\" class=\"language-bash\">\n\t\t\t\t\t<xmp>watch -n 1 nvidia-smi<\/xmp>\n\t\t\t\t<\/code>\n\t\t\t<\/pre>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ed15d02 elementor-widget elementor-widget-text-editor\" data-id=\"ed15d02\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u89c0\u5bdf\uff1a<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9371c65 elementor-widget elementor-widget-code-highlight\" data-id=\"9371c65\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"code-highlight.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"prismjs-okaidia copy-to-clipboard \">\n\t\t\t<pre data-line=\"\" class=\"highlight-height language-bash line-numbers\">\n\t\t\t\t<code readonly=\"true\" class=\"language-bash\">\n\t\t\t\t\t<xmp>GPU-Util\nMemory-Usage\nProcesses<\/xmp>\n\t\t\t\t<\/code>\n\t\t\t<\/pre>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6774aeb elementor-widget elementor-widget-text-editor\" data-id=\"6774aeb\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u5982\u679c Memory-Usage \u5feb\u6eff\u4e86\uff0c\u8868\u793a\u6a21\u578b\u3001context \u6216\u4f75\u767c\u91cf\u5df2\u7d93\u63a5\u8fd1 GPU \u4e0a\u9650\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-27bc4d5 elementor-widget elementor-widget-heading\" data-id=\"27bc4d5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u4f7f\u7528 Python \u547c\u53eb Gemma<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-28ffc78 elementor-widget elementor-widget-text-editor\" data-id=\"28ffc78\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u5b89\u88dd Python \u5957\u4ef6\uff1a<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-56c7fbf elementor-widget elementor-widget-code-highlight\" data-id=\"56c7fbf\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"code-highlight.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"prismjs-okaidia copy-to-clipboard \">\n\t\t\t<pre data-line=\"\" class=\"highlight-height language-python line-numbers\">\n\t\t\t\t<code readonly=\"true\" class=\"language-python\">\n\t\t\t\t\t<xmp>pip install ollama<\/xmp>\n\t\t\t\t<\/code>\n\t\t\t<\/pre>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-30e758f elementor-widget elementor-widget-text-editor\" data-id=\"30e758f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u5efa\u7acb <code data-start=\"8627\" data-end=\"8642\">gemma-test.py<\/code>\uff1a<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-766b919 elementor-widget elementor-widget-code-highlight\" data-id=\"766b919\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"code-highlight.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"prismjs-okaidia copy-to-clipboard \">\n\t\t\t<pre data-line=\"\" class=\"highlight-height language-python line-numbers\">\n\t\t\t\t<code readonly=\"true\" class=\"language-python\">\n\t\t\t\t\t<xmp>from ollama import chat\r\n\r\nresponse = chat(\r\n    model='gemma4:e4b',\r\n    messages=[\r\n        {\r\n            'role': 'user',\r\n            'content': '\u8acb\u7528\u7e41\u9ad4\u4e2d\u6587\u8aaa\u660e Gemma \u548c Gemini \u7684\u5dee\u7570'\r\n        }\r\n    ]\r\n)\r\n\r\nprint(response.message.content)<\/xmp>\n\t\t\t\t<\/code>\n\t\t\t<\/pre>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-127cf7d elementor-widget elementor-widget-text-editor\" data-id=\"127cf7d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u57f7\u884c\uff1a<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-cfcf534 elementor-widget elementor-widget-code-highlight\" data-id=\"cfcf534\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"code-highlight.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"prismjs-okaidia copy-to-clipboard \">\n\t\t\t<pre data-line=\"\" class=\"highlight-height language-python line-numbers\">\n\t\t\t\t<code readonly=\"true\" class=\"language-python\">\n\t\t\t\t\t<xmp>python3 gemma-test.py<\/xmp>\n\t\t\t\t<\/code>\n\t\t\t<\/pre>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f11815e elementor-widget elementor-widget-text-editor\" data-id=\"f11815e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u9019\u7a2e\u65b9\u5f0f\u9069\u5408\u7528\u65bc\uff1a<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bc55dac elementor-widget elementor-widget-jet-table\" data-id=\"bc55dac\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"jet-table.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-jet-table jet-elements\">\n\t\t<div class=\"jet-table-wrapper\">\n\t\t\t<table class=\"jet-table jet-table--fa5-compat\">\n\t\t\t\t<thead class=\"jet-table__head\"><tr class=\"jet-table__head-row\"><th class=\"jet-table__cell elementor-repeater-item-b941e0e jet-table__head-cell\" scope=\"col\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u5834\u666f<\/div><\/div><\/div><\/th><th class=\"jet-table__cell elementor-repeater-item-8495891 jet-table__head-cell\" scope=\"col\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u7528\u6cd5<\/div><\/div><\/div><\/th><\/tr><\/thead>\n\t\t\t\t\t\t\t\t<tbody class=\"jet-table__body\"><tr class=\"jet-table__body-row elementor-repeater-item-0f37cae\"><td class=\"jet-table__cell elementor-repeater-item-db142e5 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u5167\u90e8\u5ba2\u670d\u5de5\u5177<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-27d9112 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u7522\u751f\u5ba2\u670d\u56de\u8986\u8349\u7a3f<\/div><\/div><\/div><\/td><\/tr><tr class=\"jet-table__body-row elementor-repeater-item-6567b04\"><td class=\"jet-table__cell elementor-repeater-item-c65486c jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u5831\u8868\u6458\u8981<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-e8740b4 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u5c07\u9577\u5831\u8868\u6574\u7406\u6210\u91cd\u9ede<\/div><\/div><\/div><\/td><\/tr><tr class=\"jet-table__body-row elementor-repeater-item-e563b2b\"><td class=\"jet-table__cell elementor-repeater-item-5f966f9 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">ERP \/ CRM \u4e2d\u4ecb\u5c64<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-9e3b903 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u5148\u67e5\u8cc7\u6599\uff0c\u518d\u7531\u6a21\u578b\u6574\u7406\u56de\u7b54<\/div><\/div><\/div><\/td><\/tr><tr class=\"jet-table__body-row elementor-repeater-item-cffd829\"><td class=\"jet-table__cell elementor-repeater-item-87fe32a jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">n8n \u5916\u90e8\u8173\u672c<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-a6b2ca6 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u81ea\u52d5\u5206\u985e\u3001\u6458\u8981\u3001\u7522\u751f\u6587\u5b57<\/div><\/div><\/div><\/td><\/tr><tr class=\"jet-table__body-row elementor-repeater-item-3b53353\"><td class=\"jet-table__cell elementor-repeater-item-4762357 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u6280\u8853\u7dad\u904b<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-5a6da83 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u5354\u52a9\u89e3\u91cb log\u3001\u8a2d\u5b9a\u6a94\u8207\u932f\u8aa4\u8a0a\u606f<\/div><\/div><\/div><\/td><\/tr><\/tbody>\n\t\t\t<\/table>\n\t\t<\/div>\n\n\t\t<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-75bb895 elementor-widget elementor-widget-heading\" data-id=\"75bb895\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u4f7f\u7528 Docker \u90e8\u7f72 Ollama<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-476ded6 elementor-widget elementor-widget-text-editor\" data-id=\"476ded6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-start=\"9120\" data-end=\"9159\">\u5982\u679c\u4f60\u5e0c\u671b\u74b0\u5883\u4e7e\u6de8\u3001\u65b9\u4fbf\u642c\u79fb\u8207\u91cd\u5efa\uff0c\u53ef\u4ee5\u7528 Docker \u57f7\u884c Ollama\u3002<\/p><p data-start=\"9161\" data-end=\"9317\">Ollama \u5b98\u65b9 FAQ \u8aaa\u660e\uff0cOllama \u9810\u8a2d\u7d81\u5b9a <code data-start=\"9190\" data-end=\"9207\">127.0.0.1:11434<\/code>\uff0c\u82e5\u8981\u66b4\u9732\u5230\u7db2\u8def\uff0c\u53ef\u900f\u904e <code data-start=\"9220\" data-end=\"9233\">OLLAMA_HOST<\/code> \u8abf\u6574\uff1b\u4e5f\u53ef\u4ee5\u4f7f\u7528 Nginx\u3001Cloudflare Tunnel \u7b49\u65b9\u5f0f\u653e\u5728\u4ee3\u7406\u6216\u96a7\u9053\u5f8c\u9762\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b144051 elementor-widget elementor-widget-heading\" data-id=\"b144051\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">1. \u5efa\u7acb\u76ee\u9304<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c81e813 elementor-widget elementor-widget-code-highlight\" data-id=\"c81e813\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"code-highlight.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"prismjs-okaidia copy-to-clipboard \">\n\t\t\t<pre data-line=\"\" class=\"highlight-height language-bash line-numbers\">\n\t\t\t\t<code readonly=\"true\" class=\"language-bash\">\n\t\t\t\t\t<xmp>mkdir -p ~\/gemma-ollama\r\ncd ~\/gemma-ollama<\/xmp>\n\t\t\t\t<\/code>\n\t\t\t<\/pre>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-13bb1da elementor-widget elementor-widget-heading\" data-id=\"13bb1da\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">2. \u5efa\u7acb docker-compose.yml<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-538290b elementor-widget elementor-widget-code-highlight\" data-id=\"538290b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"code-highlight.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"prismjs-okaidia copy-to-clipboard \">\n\t\t\t<pre data-line=\"\" class=\"highlight-height language-bash line-numbers\">\n\t\t\t\t<code readonly=\"true\" class=\"language-bash\">\n\t\t\t\t\t<xmp>services:\r\n  ollama:\r\n    image: ollama\/ollama:latest\r\n    container_name: ollama\r\n    restart: unless-stopped\r\n    environment:\r\n      - OLLAMA_HOST=0.0.0.0:11434\r\n    ports:\r\n      - \"127.0.0.1:11434:11434\"\r\n    volumes:\r\n      - ollama:\/root\/.ollama\r\n\r\nvolumes:\r\n  ollama:<\/xmp>\n\t\t\t\t<\/code>\n\t\t\t<\/pre>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6a6dc1b elementor-widget elementor-widget-text-editor\" data-id=\"6a6dc1b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u9019\u500b\u8a2d\u5b9a\u6703\u8b93 Ollama \u5728\u5bb9\u5668\u5167\u670d\u52d9\uff0c\u4f46\u4e3b\u6a5f\u53ea\u5141\u8a31\u672c\u6a5f\u900f\u904e <code data-start=\"9732\" data-end=\"9749\">127.0.0.1:11434<\/code> \u5b58\u53d6\uff0c\u907f\u514d\u76f4\u63a5\u66b4\u9732\u5230\u516c\u7db2\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8d9fa7c elementor-widget elementor-widget-heading\" data-id=\"8d9fa7c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">3. \u555f\u52d5\u670d\u52d9<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9c08e77 elementor-widget elementor-widget-code-highlight\" data-id=\"9c08e77\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"code-highlight.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"prismjs-okaidia copy-to-clipboard \">\n\t\t\t<pre data-line=\"\" class=\"highlight-height language-bash line-numbers\">\n\t\t\t\t<code readonly=\"true\" class=\"language-bash\">\n\t\t\t\t\t<xmp>docker compose up -d<\/xmp>\n\t\t\t\t<\/code>\n\t\t\t<\/pre>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9b24f7b elementor-widget elementor-widget-text-editor\" data-id=\"9b24f7b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u6aa2\u67e5\u5bb9\u5668\u72c0\u614b\uff1a<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fd3cb95 elementor-widget elementor-widget-code-highlight\" data-id=\"fd3cb95\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"code-highlight.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"prismjs-okaidia copy-to-clipboard \">\n\t\t\t<pre data-line=\"\" class=\"highlight-height language-bash line-numbers\">\n\t\t\t\t<code readonly=\"true\" class=\"language-bash\">\n\t\t\t\t\t<xmp>docker ps<\/xmp>\n\t\t\t\t<\/code>\n\t\t\t<\/pre>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d400077 elementor-widget elementor-widget-text-editor\" data-id=\"d400077\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u67e5\u770b log\uff1a<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-23efd28 elementor-widget elementor-widget-code-highlight\" data-id=\"23efd28\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"code-highlight.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"prismjs-okaidia copy-to-clipboard \">\n\t\t\t<pre data-line=\"\" class=\"highlight-height language-bash line-numbers\">\n\t\t\t\t<code readonly=\"true\" class=\"language-bash\">\n\t\t\t\t\t<xmp>docker logs -f ollama<\/xmp>\n\t\t\t\t<\/code>\n\t\t\t<\/pre>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ad7bf23 elementor-widget elementor-widget-heading\" data-id=\"ad7bf23\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">4. \u4e0b\u8f09 Gemma<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-12fdab1 elementor-widget elementor-widget-code-highlight\" data-id=\"12fdab1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"code-highlight.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"prismjs-okaidia copy-to-clipboard \">\n\t\t\t<pre data-line=\"\" class=\"highlight-height language-bash line-numbers\">\n\t\t\t\t<code readonly=\"true\" class=\"language-bash\">\n\t\t\t\t\t<xmp>docker exec -it ollama ollama pull gemma4:e4b<\/xmp>\n\t\t\t\t<\/code>\n\t\t\t<\/pre>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-cfd7855 elementor-widget elementor-widget-text-editor\" data-id=\"cfd7855\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u6e2c\u8a66\uff1a<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-99d6152 elementor-widget elementor-widget-code-highlight\" data-id=\"99d6152\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"code-highlight.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"prismjs-okaidia copy-to-clipboard \">\n\t\t\t<pre data-line=\"\" class=\"highlight-height language-bash line-numbers\">\n\t\t\t\t<code readonly=\"true\" class=\"language-bash\">\n\t\t\t\t\t<xmp>curl http:\/\/127.0.0.1:11434\/api\/chat -d '{\r\n  \"model\": \"gemma4:e4b\",\r\n  \"messages\": [\r\n    {\r\n      \"role\": \"user\",\r\n      \"content\": \"\u8acb\u7528\u7e41\u9ad4\u4e2d\u6587\u4ecb\u7d39 Gemma 4\"\r\n    }\r\n  ],\r\n  \"stream\": false\r\n}'<\/xmp>\n\t\t\t\t<\/code>\n\t\t\t<\/pre>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1f915c2 elementor-widget elementor-widget-heading\" data-id=\"1f915c2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u4f7f\u7528 Docker Compose \u90e8\u7f72 Ollama + Open WebUI<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b5be209 elementor-widget elementor-widget-text-editor\" data-id=\"b5be209\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u5982\u679c\u516c\u53f8\u5167\u90e8\u5e0c\u671b\u540c\u4ec1\u7528\u700f\u89bd\u5668\u64cd\u4f5c\uff0c\u4e0d\u60f3\u6bcf\u500b\u4eba\u90fd\u6253 API \u6216 CLI\uff0c\u53ef\u4ee5\u52a0\u4e0a Open WebUI\u3002Open WebUI \u5b98\u65b9\u6587\u4ef6\u63d0\u4f9b Docker Compose \u90e8\u7f72\u65b9\u5f0f\uff0c\u4e26\u63d0\u9192\u65b0\u7248 Docker Compose \u4f7f\u7528 <code data-start=\"10335\" data-end=\"10351\">docker compose<\/code>\uff0c\u4e0d\u662f\u820a\u5f0f <code data-start=\"10357\" data-end=\"10373\">docker-compose<\/code>\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fe3c08e elementor-widget elementor-widget-heading\" data-id=\"fe3c08e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">1. \u5efa\u7acb\u5b8c\u6574 docker-compose.yml<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-251deff elementor-widget elementor-widget-code-highlight\" data-id=\"251deff\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"code-highlight.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"prismjs-okaidia copy-to-clipboard \">\n\t\t\t<pre data-line=\"\" class=\"highlight-height language-bash line-numbers\">\n\t\t\t\t<code readonly=\"true\" class=\"language-bash\">\n\t\t\t\t\t<xmp>services:\r\n  ollama:\r\n    image: ollama\/ollama:latest\r\n    container_name: ollama\r\n    restart: unless-stopped\r\n    environment:\r\n      - OLLAMA_HOST=0.0.0.0:11434\r\n    ports:\r\n      - \"127.0.0.1:11434:11434\"\r\n    volumes:\r\n      - ollama:\/root\/.ollama\r\n\r\n  open-webui:\r\n    image: ghcr.io\/open-webui\/open-webui:main\r\n    container_name: open-webui\r\n    restart: unless-stopped\r\n    ports:\r\n      - \"3000:8080\"\r\n    environment:\r\n      - OLLAMA_BASE_URL=http:\/\/ollama:11434\r\n      - WEBUI_SECRET_KEY=change-this-to-a-long-random-string\r\n    depends_on:\r\n      - ollama\r\n    volumes:\r\n      - open-webui:\/app\/backend\/data\r\n\r\nvolumes:\r\n  ollama:\r\n  open-webui:<\/xmp>\n\t\t\t\t<\/code>\n\t\t\t<\/pre>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7945592 elementor-widget elementor-widget-text-editor\" data-id=\"7945592\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-start=\"11091\" data-end=\"11165\">\u9019\u500b\u8a2d\u5b9a\u6703\u8b93 Open WebUI \u5c0d\u5916\u958b <code data-start=\"11113\" data-end=\"11119\">3000<\/code> port\uff0c\u5bb9\u5668\u5167\u90e8\u5247\u900f\u904e <code data-start=\"11133\" data-end=\"11154\">http:\/\/ollama:11434<\/code> \u9023\u5230 Ollama\u3002<\/p><p data-start=\"11167\" data-end=\"11294\"><span style=\"color: #3366ff;\"><strong data-start=\"11167\" data-end=\"11178\">\u6b63\u5f0f\u74b0\u5883\u63d0\u9192\uff1a<\/strong><\/span><br data-start=\"11178\" data-end=\"11181\" \/>\u5982\u679c\u90e8\u7f72\u5728\u6b63\u5f0f\u4f3a\u670d\u5668\uff0c\u4e0d\u5efa\u8b70\u76f4\u63a5\u88f8\u9732 <code data-start=\"11200\" data-end=\"11206\">3000<\/code> port\u3002\u5efa\u8b70\u653e\u5728 Nginx\u3001Caddy\u3001Cloudflare Tunnel\u3001VPN \u6216 Zero Trust Access \u5f8c\u65b9\uff0c\u4e26\u555f\u7528 HTTPS\u3001\u5e33\u865f\u767b\u5165\u8207\u6b0a\u9650\u63a7\u7ba1\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9202b85 elementor-widget elementor-widget-heading\" data-id=\"9202b85\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">2. \u7522\u751f WEBUI_SECRET_KEY<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-54dde2b elementor-widget elementor-widget-text-editor\" data-id=\"54dde2b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u5efa\u8b70\u4e0d\u8981\u4f7f\u7528\u7bc4\u4f8b\u5b57\u4e32\uff0c\u6539\u7528\u96a8\u6a5f\u503c\uff1a<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-58e2419 elementor-widget elementor-widget-code-highlight\" data-id=\"58e2419\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"code-highlight.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"prismjs-okaidia copy-to-clipboard \">\n\t\t\t<pre data-line=\"\" class=\"highlight-height language-bash line-numbers\">\n\t\t\t\t<code readonly=\"true\" class=\"language-bash\">\n\t\t\t\t\t<xmp>openssl rand -hex 32<\/xmp>\n\t\t\t\t<\/code>\n\t\t\t<\/pre>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c583f71 elementor-widget elementor-widget-text-editor\" data-id=\"c583f71\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u5c07\u7d50\u679c\u8cbc\u5230\uff1a<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-561f5ff elementor-widget elementor-widget-code-highlight\" data-id=\"561f5ff\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"code-highlight.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"prismjs-okaidia copy-to-clipboard \">\n\t\t\t<pre data-line=\"\" class=\"highlight-height language-bash line-numbers\">\n\t\t\t\t<code readonly=\"true\" class=\"language-bash\">\n\t\t\t\t\t<xmp>WEBUI_SECRET_KEY=\u4f60\u7684\u96a8\u6a5f\u5b57\u4e32<\/xmp>\n\t\t\t\t<\/code>\n\t\t\t<\/pre>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0b8a54c elementor-widget elementor-widget-heading\" data-id=\"0b8a54c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">3. \u555f\u52d5\u670d\u52d9<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-383308f elementor-widget elementor-widget-code-highlight\" data-id=\"383308f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"code-highlight.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"prismjs-okaidia copy-to-clipboard \">\n\t\t\t<pre data-line=\"\" class=\"highlight-height language-bash line-numbers\">\n\t\t\t\t<code readonly=\"true\" class=\"language-bash\">\n\t\t\t\t\t<xmp>docker compose up -d<\/xmp>\n\t\t\t\t<\/code>\n\t\t\t<\/pre>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e33fe05 elementor-widget elementor-widget-text-editor\" data-id=\"e33fe05\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u6aa2\u67e5\u72c0\u614b\uff1a<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-118a3d3 elementor-widget elementor-widget-code-highlight\" data-id=\"118a3d3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"code-highlight.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"prismjs-okaidia copy-to-clipboard \">\n\t\t\t<pre data-line=\"\" class=\"highlight-height language-bash line-numbers\">\n\t\t\t\t<code readonly=\"true\" class=\"language-bash\">\n\t\t\t\t\t<xmp>docker ps<\/xmp>\n\t\t\t\t<\/code>\n\t\t\t<\/pre>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5ba11ed elementor-widget elementor-widget-text-editor\" data-id=\"5ba11ed\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u67e5\u770b Open WebUI log\uff1a<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4379909 elementor-widget elementor-widget-code-highlight\" data-id=\"4379909\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"code-highlight.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"prismjs-okaidia copy-to-clipboard \">\n\t\t\t<pre data-line=\"\" class=\"highlight-height language-bash line-numbers\">\n\t\t\t\t<code readonly=\"true\" class=\"language-bash\">\n\t\t\t\t\t<xmp>docker logs -f open-webui<\/xmp>\n\t\t\t\t<\/code>\n\t\t\t<\/pre>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-98bb9c4 elementor-widget elementor-widget-text-editor\" data-id=\"98bb9c4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u67e5\u770b Ollama log\uff1a<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e43f3bb elementor-widget elementor-widget-code-highlight\" data-id=\"e43f3bb\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"code-highlight.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"prismjs-okaidia copy-to-clipboard \">\n\t\t\t<pre data-line=\"\" class=\"highlight-height language-bash line-numbers\">\n\t\t\t\t<code readonly=\"true\" class=\"language-bash\">\n\t\t\t\t\t<xmp>docker logs -f ollama<\/xmp>\n\t\t\t\t<\/code>\n\t\t\t<\/pre>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ccf1a28 elementor-widget elementor-widget-heading\" data-id=\"ccf1a28\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">4. \u4e0b\u8f09 Gemma \u6a21\u578b<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e6141ef elementor-widget elementor-widget-code-highlight\" data-id=\"e6141ef\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"code-highlight.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"prismjs-okaidia copy-to-clipboard \">\n\t\t\t<pre data-line=\"\" class=\"highlight-height language-bash line-numbers\">\n\t\t\t\t<code readonly=\"true\" class=\"language-bash\">\n\t\t\t\t\t<xmp>docker exec -it ollama ollama pull gemma4:e4b<\/xmp>\n\t\t\t\t<\/code>\n\t\t\t<\/pre>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1e79aa5 elementor-widget elementor-widget-text-editor\" data-id=\"1e79aa5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u78ba\u8a8d\u6a21\u578b\uff1a<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c293289 elementor-widget elementor-widget-code-highlight\" data-id=\"c293289\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"code-highlight.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"prismjs-okaidia copy-to-clipboard \">\n\t\t\t<pre data-line=\"\" class=\"highlight-height language-bash line-numbers\">\n\t\t\t\t<code readonly=\"true\" class=\"language-bash\">\n\t\t\t\t\t<xmp>docker exec -it ollama ollama list<\/xmp>\n\t\t\t\t<\/code>\n\t\t\t<\/pre>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7ed9473 elementor-widget elementor-widget-heading\" data-id=\"7ed9473\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">5. \u958b\u555f Open WebUI<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-504bc0c elementor-widget elementor-widget-text-editor\" data-id=\"504bc0c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u700f\u89bd\u5668\u6253\u958b\uff1a<\/p><blockquote><p><strong><span style=\"color: #3366ff;\">http:\/\/\u4f60\u7684\u4f3a\u670d\u5668IP:3000<\/span><\/strong><\/p><\/blockquote><p>\u7b2c\u4e00\u6b21\u9032\u5165\u6642\u5efa\u7acb\u7ba1\u7406\u54e1\u5e33\u865f\uff0c\u4e4b\u5f8c\u5373\u53ef\u9078\u64c7 Gemma \u6a21\u578b\u4e26\u958b\u59cb\u4f7f\u7528\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a54bba3 elementor-widget elementor-widget-heading\" data-id=\"a54bba3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u5982\u679c Docker \u8981\u4f7f\u7528 NVIDIA GPU<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-06c98d5 elementor-widget elementor-widget-text-editor\" data-id=\"06c98d5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u5982\u679c\u4f60\u7528 Docker \u57f7\u884c Ollama\uff0c\u4e26\u5e0c\u671b\u5bb9\u5668\u53ef\u4ee5\u5403\u5230 NVIDIA GPU\uff0c\u9700\u8981\u5148\u78ba\u8a8d\u4e3b\u6a5f\u7684 NVIDIA Driver \u8207 NVIDIA Container Toolkit \u5df2\u5b89\u88dd\u5b8c\u6210\u3002Ollama \u5b98\u65b9 FAQ \u4e5f\u8aaa\u660e\uff0c\u5728 Linux \u6216 Windows WSL2 \u4f7f\u7528 Docker GPU acceleration \u6642\uff0c\u9700\u8981 NVIDIA Container Toolkit\uff1bmacOS Docker Desktop \u5247\u56e0\u7f3a\u4e4f GPU passthrough \u8207 emulation\uff0c\u7121\u6cd5\u4f7f\u7528 GPU acceleration\u3002<\/p><p>\u5148\u6e2c\u8a66\u4e3b\u6a5f\uff1a<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d4a0930 elementor-widget elementor-widget-code-highlight\" data-id=\"d4a0930\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"code-highlight.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"prismjs-okaidia copy-to-clipboard \">\n\t\t\t<pre data-line=\"\" class=\"highlight-height language-bash line-numbers\">\n\t\t\t\t<code readonly=\"true\" class=\"language-bash\">\n\t\t\t\t\t<xmp>nvidia-smi<\/xmp>\n\t\t\t\t<\/code>\n\t\t\t<\/pre>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c31e3ea elementor-widget elementor-widget-text-editor\" data-id=\"c31e3ea\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u518d\u6e2c\u8a66 Docker \u662f\u5426\u53ef\u5b58\u53d6 GPU\uff1a<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7ecb0c0 elementor-widget elementor-widget-code-highlight\" data-id=\"7ecb0c0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"code-highlight.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"prismjs-okaidia copy-to-clipboard \">\n\t\t\t<pre data-line=\"\" class=\"highlight-height language-bash line-numbers\">\n\t\t\t\t<code readonly=\"true\" class=\"language-bash\">\n\t\t\t\t\t<xmp>docker run --rm --gpus all nvidia\/cuda:12.4.1-base-ubuntu22.04 nvidia-smi<\/xmp>\n\t\t\t\t<\/code>\n\t\t\t<\/pre>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-194239a elementor-widget elementor-widget-text-editor\" data-id=\"194239a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u5982\u679c\u6b63\u5e38\uff0cDocker Compose \u7684 Ollama service \u53ef\u52a0\u5165 GPU \u8a2d\u5b9a\uff1a<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3c3ac59 elementor-widget elementor-widget-code-highlight\" data-id=\"3c3ac59\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"code-highlight.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"prismjs-okaidia copy-to-clipboard \">\n\t\t\t<pre data-line=\"\" class=\"highlight-height language-bash line-numbers\">\n\t\t\t\t<code readonly=\"true\" class=\"language-bash\">\n\t\t\t\t\t<xmp>services:\r\n  ollama:\r\n    image: ollama\/ollama:latest\r\n    container_name: ollama\r\n    restart: unless-stopped\r\n    environment:\r\n      - OLLAMA_HOST=0.0.0.0:11434\r\n    ports:\r\n      - \"127.0.0.1:11434:11434\"\r\n    volumes:\r\n      - ollama:\/root\/.ollama\r\n    gpus: all<\/xmp>\n\t\t\t\t<\/code>\n\t\t\t<\/pre>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3c7e5b3 elementor-widget elementor-widget-text-editor\" data-id=\"3c7e5b3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u5982\u679c\u4f60\u7684 Docker Compose \u7248\u672c\u4e0d\u652f\u63f4 <code>gpus: all<\/code>\uff0c\u6216\u5728\u7279\u5b9a\u74b0\u5883\u4e2d\u7121\u6cd5\u6b63\u78ba\u8b93\u5bb9\u5668\u4f7f\u7528 GPU\uff0c\u4e5f\u53ef\u4ee5\u6539\u7528 GPU device reservation \u5beb\u6cd5\uff1a<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-99c5422 elementor-widget elementor-widget-code-highlight\" data-id=\"99c5422\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"code-highlight.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"prismjs-okaidia copy-to-clipboard \">\n\t\t\t<pre data-line=\"\" class=\"highlight-height language-bash line-numbers\">\n\t\t\t\t<code readonly=\"true\" class=\"language-bash\">\n\t\t\t\t\t<xmp>services:\n  ollama:\n    image: ollama\/ollama:latest\n    container_name: ollama\n    restart: unless-stopped\n    environment:\n      - OLLAMA_HOST=0.0.0.0:11434\n    ports:\n      - \"127.0.0.1:11434:11434\"\n    volumes:\n      - ollama:\/root\/.ollama\n    deploy:\n      resources:\n        reservations:\n          devices:\n            - driver: nvidia\n              count: all\n              capabilities: [gpu]\n\nvolumes:\n  ollama:<\/xmp>\n\t\t\t\t<\/code>\n\t\t\t<\/pre>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a6aafcc elementor-widget elementor-widget-text-editor\" data-id=\"a6aafcc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u5982\u679c\u9019\u6bb5\u8a2d\u5b9a\u7121\u6cd5\u751f\u6548\uff0c\u901a\u5e38\u8981\u5148\u78ba\u8a8d Docker Engine\u3001Docker Compose v2\u3001NVIDIA Driver \u8207 NVIDIA Container Toolkit \u662f\u5426\u5b89\u88dd\u6b63\u78ba\u3002<\/p><p>\u53ef\u4ee5\u5148\u7528\u4ee5\u4e0b\u6307\u4ee4\u6e2c\u8a66 Docker \u5bb9\u5668\u662f\u5426\u80fd\u770b\u5230 GPU\uff1a<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2511a8d elementor-widget elementor-widget-code-highlight\" data-id=\"2511a8d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"code-highlight.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"prismjs-okaidia copy-to-clipboard \">\n\t\t\t<pre data-line=\"\" class=\"highlight-height language-bash line-numbers\">\n\t\t\t\t<code readonly=\"true\" class=\"language-bash\">\n\t\t\t\t\t<xmp>docker run --rm --gpus all nvidia\/cuda:12.4.1-base-ubuntu22.04 nvidia-smi<\/xmp>\n\t\t\t\t<\/code>\n\t\t\t<\/pre>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e5351db elementor-widget elementor-widget-text-editor\" data-id=\"e5351db\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u5982\u679c\u9019\u500b\u6e2c\u8a66\u5931\u6557\uff0c\u554f\u984c\u901a\u5e38\u4e0d\u662f Ollama\uff0c\u800c\u662f NVIDIA Driver\u3001NVIDIA Container Toolkit\u3001Docker GPU runtime \u6216\u4e3b\u6a5f\u74b0\u5883\u8a2d\u5b9a\u5c1a\u672a\u5b8c\u6210\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d9ad730 elementor-widget elementor-widget-heading\" data-id=\"d9ad730\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">n8n \/ WordPress \/ \u5f8c\u7aef\u7cfb\u7d71\u5982\u4f55\u4e32\u63a5 Gemma\uff1f<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a89ad91 elementor-widget elementor-widget-text-editor\" data-id=\"a89ad91\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-start=\"12826\" data-end=\"12922\">Gemma \u900f\u904e Ollama \u90e8\u7f72\u5f8c\uff0c\u5be6\u969b\u4e0a\u5c31\u662f\u4e00\u500b\u672c\u5730 API\u3002\u4f60\u53ef\u4ee5\u8b93 n8n\u3001WordPress\u3001Laravel\u3001Node.js\u3001Python \u6216\u5167\u90e8 API Gateway \u547c\u53eb\u5b83\u3002<\/p><p data-start=\"12924\" data-end=\"12931\">\u57fa\u672c\u6d41\u7a0b\u5982\u4e0b\uff1a<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9977019 elementor-widget elementor-widget-image\" data-id=\"9977019\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"500\" height=\"1486\" src=\"https:\/\/www.taki.com.tw\/blog\/wp-content\/uploads\/2026\/05\/Ollama-LLM-Query-Retrieval-1.jpg\" class=\"attachment-full size-full wp-image-12589\" alt=\"Gemma \u672c\u5730\u90e8\u7f72 API \u4e32\u63a5\u6d41\u7a0b\uff0c\u4f7f\u7528\u8005\u554f\u984c\u7d93\u7531 WordPress\u3001n8n\u3001\u5f8c\u7aef API\u3001Ollama API \u9001\u5230 Gemma \u6a21\u578b\u7522\u751f\u56de\u7b54\" srcset=\"https:\/\/www.taki.com.tw\/blog\/wp-content\/uploads\/2026\/05\/Ollama-LLM-Query-Retrieval-1.jpg 500w, https:\/\/www.taki.com.tw\/blog\/wp-content\/uploads\/2026\/05\/Ollama-LLM-Query-Retrieval-1-101x300.jpg 101w, https:\/\/www.taki.com.tw\/blog\/wp-content\/uploads\/2026\/05\/Ollama-LLM-Query-Retrieval-1-345x1024.jpg 345w\" sizes=\"(max-width: 500px) 100vw, 500px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-94e8073 elementor-widget elementor-widget-text-editor\" data-id=\"94e8073\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h2>Gemma \u9069\u5408\u505a RAG \u77e5\u8b58\u5eab\u55ce\uff1f<\/h2><p>\u9069\u5408\uff0c\u4f46\u8981\u6ce8\u610f\u67b6\u69cb\u3002Gemma \u672c\u8eab\u662f\u56de\u7b54\u751f\u6210\u6a21\u578b\uff0c\u4e0d\u662f\u8cc7\u6599\u5eab\uff0c\u4e5f\u4e0d\u662f\u641c\u5c0b\u5f15\u64ce\u3002\u505a RAG \u6642\uff0c\u61c9\u8a72\u8b93 Gemma \u8ca0\u8cac\u300c\u6839\u64da\u5df2\u6aa2\u7d22\u7684\u8cc7\u6599\u7522\u751f\u56de\u7b54\u300d\uff0c\u800c\u4e0d\u662f\u628a\u6240\u6709\u8cc7\u6599\u90fd\u4ea4\u7d66\u6a21\u578b\u8a18\u61b6\u3002<\/p><p>\u6bd4\u8f03\u6b63\u78ba\u7684 RAG \u67b6\u69cb\u5982\u4e0b\uff1a<\/p><pre>SOP \/ FAQ \/ PDF \/ \u6280\u8853\u6587\u4ef6 \/ \u7db2\u9801\u5167\u5bb9\n  \u2193\n\u6587\u4ef6\u6e05\u7406\u8207\u5207\u7247\n  \u2193\nEmbedding \u6a21\u578b\n  \u2193\n\u5411\u91cf\u8cc7\u6599\u5eab\n  \u2193\n\u6aa2\u7d22\u76f8\u95dc\u7247\u6bb5\n  \u2193\nGemma \u7522\u751f\u56de\u7b54\n  \u2193\n\u9644\u4e0a\u4f86\u6e90\u3001\u6642\u9593\u8207\u4fe1\u5fc3\u63d0\u793a<\/pre><h3>RAG \u9084\u9700\u8981 Embedding \u6a21\u578b\u8207\u5411\u91cf\u8cc7\u6599\u5eab<\/h3><p>\u9700\u8981\u6ce8\u610f\u7684\u662f\uff0cGemma \u8ca0\u8cac\u7684\u662f\u300c\u6839\u64da\u6aa2\u7d22\u7d50\u679c\u751f\u6210\u56de\u7b54\u300d\uff0c\u4f46\u5b83\u672c\u8eab\u4e0d\u8ca0\u8cac\u628a\u6587\u4ef6\u8f49\u6210\u5411\u91cf\uff0c\u4e5f\u4e0d\u8ca0\u8cac\u5132\u5b58\u8207\u641c\u5c0b\u4f01\u696d\u6587\u4ef6\u3002<\/p><p>\u5982\u679c\u8981\u505a\u5b8c\u6574 RAG\uff0c\u901a\u5e38\u9084\u9700\u8981\u642d\u914d Embedding \u6a21\u578b\u3001\u5411\u91cf\u8cc7\u6599\u5eab\u8207\u6587\u4ef6\u8655\u7406\u6d41\u7a0b\u3002<\/p><table><thead><tr><th>\u5143\u4ef6<\/th><th>\u4f5c\u7528<\/th><\/tr><\/thead><tbody><tr><td>Embedding \u6a21\u578b<\/td><td>\u5c07\u6587\u4ef6\u3001FAQ\u3001SOP\u3001\u7522\u54c1\u8cc7\u6599\u8f49\u6210\u5411\u91cf<\/td><\/tr><tr><td>\u5411\u91cf\u8cc7\u6599\u5eab<\/td><td>\u5132\u5b58\u5411\u91cf\u4e26\u8ca0\u8cac\u76f8\u4f3c\u5ea6\u641c\u5c0b<\/td><\/tr><tr><td>\u6587\u4ef6\u5207\u7247\u6d41\u7a0b<\/td><td>\u5c07 PDF\u3001\u7db2\u9801\u3001Markdown\u3001Word \u6587\u4ef6\u5207\u6210\u53ef\u6aa2\u7d22\u6bb5\u843d<\/td><\/tr><tr><td>\u6b0a\u9650\u63a7\u7ba1<\/td><td>\u63a7\u5236\u4e0d\u540c\u90e8\u9580\u53ef\u67e5\u8a62\u7684\u8cc7\u6599\u7bc4\u570d<\/td><\/tr><tr><td>Gemma \/ LLM<\/td><td>\u6839\u64da\u6aa2\u7d22\u5230\u7684\u5167\u5bb9\u751f\u6210\u6700\u7d42\u56de\u7b54<\/td><\/tr><\/tbody><\/table><p>\u4f8b\u5982\u6e2c\u8a66\u74b0\u5883\u53ef\u4ee5\u4f7f\u7528 <code>nomic-embed-text<\/code> \u9019\u985e Embedding \u6a21\u578b\uff0c\u642d\u914d ChromaDB\u3001Qdrant\u3001Milvus \u7b49\u5411\u91cf\u8cc7\u6599\u5eab\u5efa\u7acb PoC\u3002\u6b63\u5f0f\u4f01\u696d\u74b0\u5883\u5247\u8981\u518d\u8a55\u4f30\u8cc7\u6599\u91cf\u3001\u67e5\u8a62\u5ef6\u9072\u3001\u5099\u4efd\u3001\u6b0a\u9650\u63a7\u7ba1\u8207\u7dad\u904b\u6210\u672c\u3002<\/p><p>\u56e0\u6b64\uff0cGemma \u672c\u5730\u90e8\u7f72\u53ea\u662f\u4f01\u696d RAG \u67b6\u69cb\u7684\u5176\u4e2d\u4e00\u5c64\u3002\u771f\u6b63\u7684\u4f01\u696d\u77e5\u8b58\u5eab\u9084\u9700\u8981\u6587\u4ef6\u8655\u7406\u3001Embedding\u3001\u5411\u91cf\u8cc7\u6599\u5eab\u3001API \u6b0a\u9650\u3001\u5f15\u7528\u4f86\u6e90\u8207\u8cc7\u6599\u66f4\u65b0\u6d41\u7a0b\u4e00\u8d77\u914d\u5408\u3002<\/p><p>\u5982\u679c\u4f60\u7684\u76ee\u6a19\u662f\u8b93\u54e1\u5de5\u67e5\u8a62 SOP\u3001\u5ba2\u670d FAQ\u3001\u7522\u54c1\u898f\u683c\u3001\u6280\u8853\u6587\u4ef6\u6216\u7dad\u904b\u7d00\u9304\uff0c\u5efa\u8b70\u5148\u898f\u5283\u6e05\u695a\u8cc7\u6599\u4f86\u6e90\u8207\u6b0a\u9650\uff0c\u518d\u6c7a\u5b9a\u8981\u4f7f\u7528\u54ea\u4e00\u7a2e Embedding \u6a21\u578b\u8207\u5411\u91cf\u8cc7\u6599\u5eab\u3002<\/p><h3>\u4f01\u696d\u8cc7\u6599\u4e0d\u61c9\u5168\u90e8\u4e1f\u9032\u5411\u91cf\u8cc7\u6599\u5eab<\/h3><p>\u5c0d\u4f01\u696d\u4f86\u8aaa\uff0c\u4e0d\u540c\u8cc7\u6599\u61c9\u8a72\u7528\u4e0d\u540c\u65b9\u5f0f\u7ba1\u7406\u3002SOP\u3001FAQ\u3001\u6280\u8853\u6587\u4ef6\u9069\u5408\u653e\u9032 RAG \u6d41\u7a0b\uff1b\u4f46\u50f9\u683c\u3001\u5eab\u5b58\u3001\u8a02\u55ae\u3001\u767c\u7968\u8207\u5ba2\u6236\u8cc7\u6599\uff0c\u61c9\u8a72\u900f\u904e\u6b63\u5f0f\u8cc7\u6599\u5eab\u6216 API \u5373\u6642\u67e5\u8a62\uff0c\u4e0d\u80fd\u53ea\u4f9d\u8cf4\u5411\u91cf\u8cc7\u6599\u5eab\u3002<\/p><table><thead><tr><th>\u8cc7\u6599\u985e\u578b<\/th><th>\u5efa\u8b70\u505a\u6cd5<\/th><\/tr><\/thead><tbody><tr><td>SOP\u3001FAQ\u3001\u6280\u8853\u6587\u4ef6<\/td><td>\u653e\u5165 RAG \/ \u5411\u91cf\u8cc7\u6599\u5eab<\/td><\/tr><tr><td>\u5546\u54c1\u50f9\u683c\u3001\u5eab\u5b58\u3001\u8a02\u55ae<\/td><td>\u900f\u904e SQL \/ ERP \/ API \u5373\u6642\u67e5\u8a62<\/td><\/tr><tr><td>\u5ba2\u6236\u8cc7\u6599<\/td><td>\u653e\u5728 CRM \u6216\u6b0a\u9650\u63a7\u7ba1\u8cc7\u6599\u5eab<\/td><\/tr><tr><td>\u8ca1\u52d9\u3001\u5408\u7d04\u3001\u85aa\u8cc7<\/td><td>\u9700\u6b0a\u9650\u5206\u7d1a\uff0c\u4e0d\u5efa\u8b70\u76f4\u63a5\u958b\u653e\u67e5\u8a62<\/td><\/tr><tr><td>\u6700\u7d42\u56de\u7b54<\/td><td>\u7531 Gemma \u6839\u64da\u6aa2\u7d22\u8cc7\u6599\u8207 API \u67e5\u8a62\u7d50\u679c\u751f\u6210<\/td><\/tr><\/tbody><\/table><p>\u4f8b\u5982\u50f9\u683c\u3001\u5eab\u5b58\u3001\u8a02\u55ae\u3001\u767c\u7968\u865f\u78bc\u9019\u985e\u8cc7\u6599\uff0c\u4e0d\u5efa\u8b70\u53ea\u653e\u9032\u5411\u91cf\u8cc7\u6599\u5eab\u3002\u6b63\u78ba\u505a\u6cd5\u662f\u7531\u5f8c\u7aef API \u67e5\u8a62\u6b63\u5f0f\u8cc7\u6599\u5eab\uff0c\u518d\u628a\u67e5\u8a62\u7d50\u679c\u4ea4\u7d66 Gemma \u6574\u7406\u6210\u81ea\u7136\u8a9e\u8a00\u3002<\/p><p>\u5c0d\u4f01\u696d\u4f86\u8aaa\uff0c\u8cc7\u6599\u61c9\u8a72\u5206\u5c64\u8655\u7406\uff1a<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-797d266 elementor-widget elementor-widget-jet-table\" data-id=\"797d266\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"jet-table.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-jet-table jet-elements\">\n\t\t<div class=\"jet-table-wrapper\">\n\t\t\t<table class=\"jet-table jet-table--fa5-compat\">\n\t\t\t\t<thead class=\"jet-table__head\"><tr class=\"jet-table__head-row\"><th class=\"jet-table__cell elementor-repeater-item-b941e0e jet-table__head-cell\" scope=\"col\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u8cc7\u6599\u985e\u578b<\/div><\/div><\/div><\/th><th class=\"jet-table__cell elementor-repeater-item-8495891 jet-table__head-cell\" scope=\"col\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u5efa\u8b70\u505a\u6cd5<\/div><\/div><\/div><\/th><\/tr><\/thead>\n\t\t\t\t\t\t\t\t<tbody class=\"jet-table__body\"><tr class=\"jet-table__body-row elementor-repeater-item-0f37cae\"><td class=\"jet-table__cell elementor-repeater-item-db142e5 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">SOP\u3001FAQ\u3001\u6280\u8853\u6587\u4ef6<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-27d9112 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u653e\u5165 RAG \/ \u5411\u91cf\u8cc7\u6599\u5eab<\/div><\/div><\/div><\/td><\/tr><tr class=\"jet-table__body-row elementor-repeater-item-6567b04\"><td class=\"jet-table__cell elementor-repeater-item-c65486c jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u5546\u54c1\u50f9\u683c\u3001\u5eab\u5b58\u3001\u8a02\u55ae<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-e8740b4 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u900f\u904e SQL \/ ERP \/ API \u5373\u6642\u67e5\u8a62<\/div><\/div><\/div><\/td><\/tr><tr class=\"jet-table__body-row elementor-repeater-item-e563b2b\"><td class=\"jet-table__cell elementor-repeater-item-5f966f9 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u5ba2\u6236\u8cc7\u6599<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-9e3b903 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u653e\u5728 CRM \u6216\u6b0a\u9650\u63a7\u7ba1\u8cc7\u6599\u5eab<\/div><\/div><\/div><\/td><\/tr><tr class=\"jet-table__body-row elementor-repeater-item-cffd829\"><td class=\"jet-table__cell elementor-repeater-item-87fe32a jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u8ca1\u52d9\u3001\u5408\u7d04\u3001\u85aa\u8cc7<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-a6b2ca6 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u9700\u6b0a\u9650\u5206\u7d1a\uff0c\u4e0d\u5efa\u8b70\u76f4\u63a5\u958b\u653e\u67e5\u8a62<\/div><\/div><\/div><\/td><\/tr><tr class=\"jet-table__body-row elementor-repeater-item-3b53353\"><td class=\"jet-table__cell elementor-repeater-item-4762357 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u6700\u7d42\u56de\u7b54<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-5a6da83 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u7531 Gemma \u6839\u64da\u8cc7\u6599\u751f\u6210<\/div><\/div><\/div><\/td><\/tr><\/tbody>\n\t\t\t<\/table>\n\t\t<\/div>\n\n\t\t<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-00c65e4 elementor-widget elementor-widget-text-editor\" data-id=\"00c65e4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u4f8b\u5982\u50f9\u683c\u3001\u5eab\u5b58\u3001\u8a02\u55ae\u3001\u767c\u7968\u865f\u78bc\u9019\u985e\u8cc7\u6599\uff0c\u4e0d\u5efa\u8b70\u53ea\u653e\u9032\u5411\u91cf\u8cc7\u6599\u5eab\u3002\u6b63\u78ba\u505a\u6cd5\u662f\u7531\u5f8c\u7aef API \u67e5\u8a62\u6b63\u5f0f\u8cc7\u6599\u5eab\uff0c\u518d\u628a\u67e5\u8a62\u7d50\u679c\u4ea4\u7d66 Gemma \u6574\u7406\u6210\u81ea\u7136\u8a9e\u8a00\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-dfab33a elementor-widget elementor-widget-heading\" data-id=\"dfab33a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u4f01\u696d\u8cc7\u5b89\u6ce8\u610f\u4e8b\u9805<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ce451a4 elementor-widget elementor-widget-text-editor\" data-id=\"ce451a4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u672c\u5730\u90e8\u7f72 Gemma \u7684\u512a\u9ede\u662f\u8cc7\u6599\u53ef\u4ee5\u7559\u5728\u4f01\u696d\u81ea\u5df1\u7684\u74b0\u5883\uff0c\u4f46\u300c\u672c\u5730\u90e8\u7f72\u300d\u4e0d\u7b49\u65bc\u300c\u5929\u7136\u5b89\u5168\u300d\u3002\u6b63\u5f0f\u5c0e\u5165\u6642\uff0c\u5fc5\u9808\u52a0\u4e0a\u7db2\u8def\u3001\u8eab\u4efd\u9a57\u8b49\u3001\u6b0a\u9650\u63a7\u7ba1\u8207\u65e5\u8a8c\u7ba1\u7406\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f457c32 elementor-widget elementor-widget-heading\" data-id=\"f457c32\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">1. \u4e0d\u8981\u76f4\u63a5\u516c\u958b Ollama API<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-54efb9a elementor-widget elementor-widget-text-editor\" data-id=\"54efb9a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-start=\"14182\" data-end=\"14341\">Ollama \u672c\u5730 API \u9810\u8a2d\u4e0d\u9700\u8981\u8eab\u4efd\u9a57\u8b49\u3002Ollama \u5b98\u65b9\u6587\u4ef6\u4e5f\u8aaa\u660e\uff0c\u5b58\u53d6\u672c\u6a5f <code data-start=\"14226\" data-end=\"14243\">localhost:11434<\/code> API \u6642\u4e0d\u9700\u8981 authentication\u3002 \u56e0\u6b64\u6b63\u5f0f\u74b0\u5883\u7d55\u5c0d\u4e0d\u5efa\u8b70\u76f4\u63a5\u628a <code data-start=\"14323\" data-end=\"14330\">11434<\/code> port \u5c0d\u5916\u958b\u653e\u3002<\/p><p data-start=\"14343\" data-end=\"14348\">\u5efa\u8b70\u505a\u6cd5\uff1a<\/p><p data-start=\"14343\" data-end=\"14348\">Ollama \u7d81\u5b9a 127.0.0.1<br \/>\u5916\u90e8\u670d\u52d9\u900f\u904e\u5167\u7db2\u3001VPN\u3001API Gateway \u6216 Reverse Proxy \u5b58\u53d6<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5cf0cd9 elementor-widget elementor-widget-heading\" data-id=\"5cf0cd9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">2. \u4f7f\u7528 Reverse Proxy \u8207\u5b58\u53d6\u63a7\u7ba1<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7bbfbf8 elementor-widget elementor-widget-text-editor\" data-id=\"7bbfbf8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u5982\u679c\u9700\u8981\u8b93\u5176\u4ed6\u7cfb\u7d71\u547c\u53eb Ollama\uff0c\u5efa\u8b70\u524d\u9762\u653e\u4e00\u5c64\uff1a<\/p><ul><li>Nginx \/ Caddy \/ Traefik<\/li><li>API Key<\/li><li>IP \u767d\u540d\u55ae<\/li><li>VPN<\/li><li>Zero Trust Access<\/li><\/ul><p>\u907f\u514d\u4efb\u4f55\u4eba\u76f4\u63a5\u547c\u53eb Ollama API \u6d88\u8017 GPU \u8cc7\u6e90\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4ba0f7b elementor-widget elementor-widget-heading\" data-id=\"4ba0f7b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">3. Open WebUI \u8981\u555f\u7528\u5e33\u865f\u8207\u6b0a\u9650<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9def73b elementor-widget elementor-widget-text-editor\" data-id=\"9def73b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u5982\u679c\u7528 Open WebUI \u7d66\u5167\u90e8\u54e1\u5de5\u4f7f\u7528\uff0c\u5efa\u8b70\u81f3\u5c11\u898f\u5283\uff1a<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-60fe94f elementor-widget elementor-widget-jet-table\" data-id=\"60fe94f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"jet-table.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-jet-table jet-elements\">\n\t\t<div class=\"jet-table-wrapper\">\n\t\t\t<table class=\"jet-table jet-table--fa5-compat\">\n\t\t\t\t<thead class=\"jet-table__head\"><tr class=\"jet-table__head-row\"><th class=\"jet-table__cell elementor-repeater-item-b941e0e jet-table__head-cell\" scope=\"col\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u63a7\u7ba1\u9805\u76ee<\/div><\/div><\/div><\/th><th class=\"jet-table__cell elementor-repeater-item-8495891 jet-table__head-cell\" scope=\"col\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u8aaa\u660e<\/div><\/div><\/div><\/th><\/tr><\/thead>\n\t\t\t\t\t\t\t\t<tbody class=\"jet-table__body\"><tr class=\"jet-table__body-row elementor-repeater-item-0f37cae\"><td class=\"jet-table__cell elementor-repeater-item-db142e5 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u4f7f\u7528\u8005\u5e33\u865f<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-27d9112 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u6bcf\u4f4d\u54e1\u5de5\u7368\u7acb\u5e33\u865f<\/div><\/div><\/div><\/td><\/tr><tr class=\"jet-table__body-row elementor-repeater-item-6567b04\"><td class=\"jet-table__cell elementor-repeater-item-c65486c jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u7ba1\u7406\u54e1\u6b0a\u9650<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-e8740b4 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u9650\u5b9a IT \u6216\u4e3b\u7ba1<\/div><\/div><\/div><\/td><\/tr><tr class=\"jet-table__body-row elementor-repeater-item-e563b2b\"><td class=\"jet-table__cell elementor-repeater-item-5f966f9 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u6a21\u578b\u6b0a\u9650<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-9e3b903 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u4e0d\u540c\u90e8\u9580\u53ef\u4f7f\u7528\u4e0d\u540c\u6a21\u578b<\/div><\/div><\/div><\/td><\/tr><tr class=\"jet-table__body-row elementor-repeater-item-cffd829\"><td class=\"jet-table__cell elementor-repeater-item-87fe32a jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u77e5\u8b58\u5eab\u6b0a\u9650<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-a6b2ca6 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u4e0d\u540c\u90e8\u9580\u53ea\u80fd\u67e5\u81ea\u5df1\u7684\u8cc7\u6599<\/div><\/div><\/div><\/td><\/tr><tr class=\"jet-table__body-row elementor-repeater-item-3b53353\"><td class=\"jet-table__cell elementor-repeater-item-4762357 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u4f7f\u7528\u7d00\u9304<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-5a6da83 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u4fdd\u7559\u63d0\u554f\u3001\u6a21\u578b\u3001\u6642\u9593\u8207\u932f\u8aa4\u7d00\u9304<\/div><\/div><\/div><\/td><\/tr><\/tbody>\n\t\t\t<\/table>\n\t\t<\/div>\n\n\t\t<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6f726af elementor-widget elementor-widget-text-editor\" data-id=\"6f726af\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u82e5\u4f01\u696d\u8cc7\u6599\u6bd4\u8f03\u654f\u611f\uff0c\u5efa\u8b70\u5c0e\u5165 RBAC\uff0c\u4e5f\u5c31\u662f\u89d2\u8272\u57fa\u790e\u5b58\u53d6\u63a7\u5236\uff0c\u8b93\u696d\u52d9\u3001\u5ba2\u670d\u3001\u5de5\u7a0b\u3001\u7ba1\u7406\u5c64\u80fd\u67e5\u8a62\u7684\u77e5\u8b58\u5eab\u7bc4\u570d\u4e0d\u540c\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2cb82f1 elementor-widget elementor-widget-heading\" data-id=\"2cb82f1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">4. \u56de\u7b54\u8981\u9644\u4f86\u6e90<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f17781d elementor-widget elementor-widget-text-editor\" data-id=\"f17781d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u4f01\u696d\u77e5\u8b58\u5eab\u4e0d\u80fd\u53ea\u7d66\u7b54\u6848\uff0c\u6700\u597d\u9644\u4e0a\uff1a<\/p><ul><li>\u4f86\u6e90\u6587\u4ef6<\/li><li>\u6bb5\u843d\u4f4d\u7f6e<\/li><li>\u8cc7\u6599\u66f4\u65b0\u6642\u9593<\/li><li>\u4fe1\u5fc3\u63d0\u793a<\/li><\/ul><p>\u9019\u6a23\u53ef\u4ee5\u964d\u4f4e AI \u5e7b\u89ba\u9020\u6210\u7684\u98a8\u96aa\uff0c\u4e5f\u65b9\u4fbf\u54e1\u5de5\u56de\u982d\u78ba\u8a8d\u539f\u59cb\u8cc7\u6599\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-daa579c elementor-widget elementor-widget-heading\" data-id=\"daa579c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u5e38\u898b\u932f\u8aa4\u6392\u9664 Troubleshooting<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a88e893 elementor-widget elementor-widget-text-editor\" data-id=\"a88e893\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u4ee5\u4e0b\u662f\u90e8\u7f72 Ollama + Gemma \u6642\u6700\u5e38\u9047\u5230\u7684\u554f\u984c\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-96d4a89 elementor-widget elementor-widget-heading\" data-id=\"96d4a89\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">\u554f\u984c 1\uff1aollama: command not found<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-682ebd7 elementor-widget elementor-widget-text-editor\" data-id=\"682ebd7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-start=\"15081\" data-end=\"15121\"><span style=\"color: #3366ff;\"><strong data-start=\"15081\" data-end=\"15088\">\u539f\u56e0\uff1a<\/strong><\/span> Ollama \u6c92\u6709\u5b89\u88dd\u6210\u529f\uff0c\u6216\u76ee\u524d shell \u627e\u4e0d\u5230\u57f7\u884c\u8def\u5f91\u3002<\/p><p data-start=\"15123\" data-end=\"15126\">\u6aa2\u67e5\uff1a<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8e551ee elementor-widget elementor-widget-code-highlight\" data-id=\"8e551ee\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"code-highlight.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"prismjs-okaidia copy-to-clipboard \">\n\t\t\t<pre data-line=\"\" class=\"highlight-height language-bash line-numbers\">\n\t\t\t\t<code readonly=\"true\" class=\"language-bash\">\n\t\t\t\t\t<xmp>which ollama\r\nollama --version<\/xmp>\n\t\t\t\t<\/code>\n\t\t\t<\/pre>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d4d8cbe elementor-widget elementor-widget-text-editor\" data-id=\"d4d8cbe\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u89e3\u6cd5\uff1a<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-33fab7f elementor-widget elementor-widget-code-highlight\" data-id=\"33fab7f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"code-highlight.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"prismjs-okaidia copy-to-clipboard \">\n\t\t\t<pre data-line=\"\" class=\"highlight-height language-bash line-numbers\">\n\t\t\t\t<code readonly=\"true\" class=\"language-bash\">\n\t\t\t\t\t<xmp>curl -fsSL https:\/\/ollama.com\/install.sh | sh<\/xmp>\n\t\t\t\t<\/code>\n\t\t\t<\/pre>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b75cce5 elementor-widget elementor-widget-text-editor\" data-id=\"b75cce5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u91cd\u65b0\u767b\u5165 shell \u6216\u57f7\u884c\uff1a<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0a2fa2d elementor-widget elementor-widget-code-highlight\" data-id=\"0a2fa2d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"code-highlight.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"prismjs-okaidia copy-to-clipboard \">\n\t\t\t<pre data-line=\"\" class=\"highlight-height language-bash line-numbers\">\n\t\t\t\t<code readonly=\"true\" class=\"language-bash\">\n\t\t\t\t\t<xmp>source ~\/.bashrc<\/xmp>\n\t\t\t\t<\/code>\n\t\t\t<\/pre>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0cd93f0 elementor-widget elementor-widget-heading\" data-id=\"0cd93f0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">\u554f\u984c 2\uff1aOllama \u670d\u52d9\u6c92\u6709\u555f\u52d5<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b25c541 elementor-widget elementor-widget-text-editor\" data-id=\"b25c541\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u6aa2\u67e5\uff1a<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-41336d5 elementor-widget elementor-widget-code-highlight\" data-id=\"41336d5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"code-highlight.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"prismjs-okaidia copy-to-clipboard \">\n\t\t\t<pre data-line=\"\" class=\"highlight-height language-bash line-numbers\">\n\t\t\t\t<code readonly=\"true\" class=\"language-bash\">\n\t\t\t\t\t<xmp>sudo systemctl status ollama --no-pager<\/xmp>\n\t\t\t\t<\/code>\n\t\t\t<\/pre>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0ef1af1 elementor-widget elementor-widget-text-editor\" data-id=\"0ef1af1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u555f\u52d5\uff1a<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-43c3b9b elementor-widget elementor-widget-code-highlight\" data-id=\"43c3b9b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"code-highlight.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"prismjs-okaidia copy-to-clipboard \">\n\t\t\t<pre data-line=\"\" class=\"highlight-height language-bash line-numbers\">\n\t\t\t\t<code readonly=\"true\" class=\"language-bash\">\n\t\t\t\t\t<xmp>sudo systemctl start ollama<\/xmp>\n\t\t\t\t<\/code>\n\t\t\t<\/pre>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-494395b elementor-widget elementor-widget-text-editor\" data-id=\"494395b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u91cd\u555f\uff1a<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-46b073b elementor-widget elementor-widget-code-highlight\" data-id=\"46b073b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"code-highlight.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"prismjs-okaidia copy-to-clipboard \">\n\t\t\t<pre data-line=\"\" class=\"highlight-height language-bash line-numbers\">\n\t\t\t\t<code readonly=\"true\" class=\"language-bash\">\n\t\t\t\t\t<xmp>sudo systemctl restart ollama<\/xmp>\n\t\t\t\t<\/code>\n\t\t\t<\/pre>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ee03ded elementor-widget elementor-widget-text-editor\" data-id=\"ee03ded\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u67e5\u770b\u932f\u8aa4\uff1a<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c059222 elementor-widget elementor-widget-code-highlight\" data-id=\"c059222\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"code-highlight.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"prismjs-okaidia copy-to-clipboard \">\n\t\t\t<pre data-line=\"\" class=\"highlight-height language-bash line-numbers\">\n\t\t\t\t<code readonly=\"true\" class=\"language-bash\">\n\t\t\t\t\t<xmp>journalctl -u ollama -n 100 --no-pager<\/xmp>\n\t\t\t\t<\/code>\n\t\t\t<\/pre>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4f72bfa elementor-widget elementor-widget-heading\" data-id=\"4f72bfa\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">\u554f\u984c 3\uff1a11434 port \u88ab\u5360\u7528<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-146cca3 elementor-widget elementor-widget-text-editor\" data-id=\"146cca3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u932f\u8aa4\u53ef\u80fd\u985e\u4f3c\uff1a<\/p><p><span style=\"color: #000000;\">listen tcp 127.0.0.1:11434: bind: address already in use<\/span><\/p><p>\u5148\u67e5\u8ab0\u5360\u7528\uff1a<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-649cbc6 elementor-widget elementor-widget-code-highlight\" data-id=\"649cbc6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"code-highlight.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"prismjs-okaidia copy-to-clipboard \">\n\t\t\t<pre data-line=\"\" class=\"highlight-height language-bash line-numbers\">\n\t\t\t\t<code readonly=\"true\" class=\"language-bash\">\n\t\t\t\t\t<xmp>ss -lntp | grep 11434<\/xmp>\n\t\t\t\t<\/code>\n\t\t\t<\/pre>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a78258e elementor-widget elementor-widget-text-editor\" data-id=\"a78258e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-start=\"15676\" data-end=\"15703\">\u5982\u679c\u662f Ollama \u5df2\u7d93\u5728\u80cc\u666f\u8dd1\uff0c\u5c31\u4e0d\u7528\u518d\u624b\u52d5\u555f\u52d5\u3002<\/p><p data-start=\"15705\" data-end=\"15738\">\u5982\u679c\u4f60\u8981\u6539 port\uff0c\u53ef\u4ee5\u7de8\u8f2f systemd override\uff1a<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-15c7cfb elementor-widget elementor-widget-code-highlight\" data-id=\"15c7cfb\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"code-highlight.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"prismjs-okaidia copy-to-clipboard \">\n\t\t\t<pre data-line=\"\" class=\"highlight-height language-bash line-numbers\">\n\t\t\t\t<code readonly=\"true\" class=\"language-bash\">\n\t\t\t\t\t<xmp>sudo systemctl edit ollama<\/xmp>\n\t\t\t\t<\/code>\n\t\t\t<\/pre>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-12be2bc elementor-widget elementor-widget-text-editor\" data-id=\"12be2bc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u52a0\u5165\uff1a<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-02b9db2 elementor-widget elementor-widget-code-highlight\" data-id=\"02b9db2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"code-highlight.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"prismjs-okaidia copy-to-clipboard \">\n\t\t\t<pre data-line=\"\" class=\"highlight-height language-bash line-numbers\">\n\t\t\t\t<code readonly=\"true\" class=\"language-bash\">\n\t\t\t\t\t<xmp>[Service]\r\nEnvironment=\"OLLAMA_HOST=127.0.0.1:11435\"<\/xmp>\n\t\t\t\t<\/code>\n\t\t\t<\/pre>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-117ad87 elementor-widget elementor-widget-text-editor\" data-id=\"117ad87\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u5957\u7528\u4e26\u91cd\u555f\uff1a<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-43c408d elementor-widget elementor-widget-code-highlight\" data-id=\"43c408d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"code-highlight.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"prismjs-okaidia copy-to-clipboard \">\n\t\t\t<pre data-line=\"\" class=\"highlight-height language-bash line-numbers\">\n\t\t\t\t<code readonly=\"true\" class=\"language-bash\">\n\t\t\t\t\t<xmp>sudo systemctl daemon-reload\r\nsudo systemctl restart ollama<\/xmp>\n\t\t\t\t<\/code>\n\t\t\t<\/pre>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d417cb2 elementor-widget elementor-widget-text-editor\" data-id=\"d417cb2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u6e2c\u8a66\uff1a<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-69cc740 elementor-widget elementor-widget-code-highlight\" data-id=\"69cc740\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"code-highlight.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"prismjs-okaidia copy-to-clipboard \">\n\t\t\t<pre data-line=\"\" class=\"highlight-height language-bash line-numbers\">\n\t\t\t\t<code readonly=\"true\" class=\"language-bash\">\n\t\t\t\t\t<xmp>curl http:\/\/127.0.0.1:11435\/api\/tags<\/xmp>\n\t\t\t\t<\/code>\n\t\t\t<\/pre>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-da888e7 elementor-widget elementor-widget-heading\" data-id=\"da888e7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">\u554f\u984c 4\uff1acurl http:\/\/127.0.0.1:11434\/api\/tags \u6c92\u53cd\u61c9<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-778bd77 elementor-widget elementor-widget-text-editor\" data-id=\"778bd77\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u6aa2\u67e5\u670d\u52d9\uff1a<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-10c1805 elementor-widget elementor-widget-code-highlight\" data-id=\"10c1805\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"code-highlight.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"prismjs-okaidia copy-to-clipboard \">\n\t\t\t<pre data-line=\"\" class=\"highlight-height language-bash line-numbers\">\n\t\t\t\t<code readonly=\"true\" class=\"language-bash\">\n\t\t\t\t\t<xmp>sudo systemctl status ollama --no-pager<\/xmp>\n\t\t\t\t<\/code>\n\t\t\t<\/pre>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ffcb3cd elementor-widget elementor-widget-text-editor\" data-id=\"ffcb3cd\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u6aa2\u67e5 port\uff1a<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ccae77a elementor-widget elementor-widget-code-highlight\" data-id=\"ccae77a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"code-highlight.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"prismjs-okaidia copy-to-clipboard \">\n\t\t\t<pre data-line=\"\" class=\"highlight-height language-bash line-numbers\">\n\t\t\t\t<code readonly=\"true\" class=\"language-bash\">\n\t\t\t\t\t<xmp>ss -lntp | grep 11434<\/xmp>\n\t\t\t\t<\/code>\n\t\t\t<\/pre>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-eaa3dee elementor-widget elementor-widget-text-editor\" data-id=\"eaa3dee\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u67e5\u770b log\uff1a<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ba1390c elementor-widget elementor-widget-code-highlight\" data-id=\"ba1390c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"code-highlight.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"prismjs-okaidia copy-to-clipboard \">\n\t\t\t<pre data-line=\"\" class=\"highlight-height language-bash line-numbers\">\n\t\t\t\t<code readonly=\"true\" class=\"language-bash\">\n\t\t\t\t\t<xmp>journalctl -u ollama -n 100 --no-pager<\/xmp>\n\t\t\t\t<\/code>\n\t\t\t<\/pre>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1397a7d elementor-widget elementor-widget-text-editor\" data-id=\"1397a7d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u5982\u679c\u662f Docker \u7248\u672c\uff1a<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-cd80de0 elementor-widget elementor-widget-code-highlight\" data-id=\"cd80de0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"code-highlight.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"prismjs-okaidia copy-to-clipboard \">\n\t\t\t<pre data-line=\"\" class=\"highlight-height language-bash line-numbers\">\n\t\t\t\t<code readonly=\"true\" class=\"language-bash\">\n\t\t\t\t\t<xmp>docker ps\r\ndocker logs -f ollama<\/xmp>\n\t\t\t\t<\/code>\n\t\t\t<\/pre>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-630489d elementor-widget elementor-widget-heading\" data-id=\"630489d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">\u554f\u984c 5\uff1a\u6a21\u578b\u4e0b\u8f09\u5931\u6557\u6216\u5361\u4f4f<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-626a475 elementor-widget elementor-widget-text-editor\" data-id=\"626a475\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u5148\u91cd\u65b0\u57f7\u884c\uff1a<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c224f82 elementor-widget elementor-widget-code-highlight\" data-id=\"c224f82\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"code-highlight.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"prismjs-okaidia copy-to-clipboard \">\n\t\t\t<pre data-line=\"\" class=\"highlight-height language-bash line-numbers\">\n\t\t\t\t<code readonly=\"true\" class=\"language-bash\">\n\t\t\t\t\t<xmp>ollama pull gemma4:e4b<\/xmp>\n\t\t\t\t<\/code>\n\t\t\t<\/pre>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b9079b7 elementor-widget elementor-widget-text-editor\" data-id=\"b9079b7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u5982\u679c\u4ecd\u7136\u5931\u6557\uff0c\u67e5\u770b\u5df2\u5b89\u88dd\u6a21\u578b\uff1a<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3e7618f elementor-widget elementor-widget-code-highlight\" data-id=\"3e7618f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"code-highlight.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"prismjs-okaidia copy-to-clipboard \">\n\t\t\t<pre data-line=\"\" class=\"highlight-height language-bash line-numbers\">\n\t\t\t\t<code readonly=\"true\" class=\"language-bash\">\n\t\t\t\t\t<xmp>ollama list<\/xmp>\n\t\t\t\t<\/code>\n\t\t\t<\/pre>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-03faf6c elementor-widget elementor-widget-text-editor\" data-id=\"03faf6c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u79fb\u9664\u6307\u5b9a\u6a21\u578b\u5f8c\u91cd\u65b0\u4e0b\u8f09\uff1a<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a56c526 elementor-widget elementor-widget-code-highlight\" data-id=\"a56c526\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"code-highlight.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"prismjs-okaidia copy-to-clipboard \">\n\t\t\t<pre data-line=\"\" class=\"highlight-height language-bash line-numbers\">\n\t\t\t\t<code readonly=\"true\" class=\"language-bash\">\n\t\t\t\t\t<xmp>ollama rm gemma4:e4b\r\nollama pull gemma4:e4b<\/xmp>\n\t\t\t\t<\/code>\n\t\t\t<\/pre>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-cf8dba9 elementor-widget elementor-widget-text-editor\" data-id=\"cf8dba9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u4e0d\u5efa\u8b70\u4e00\u958b\u59cb\u5c31\u624b\u52d5\u522a\u9664\u6574\u500b <code data-start=\"16465\" data-end=\"16472\">blobs<\/code> \u76ee\u9304\uff0c\u56e0\u70ba\u53ef\u80fd\u6703\u6e05\u6389\u5176\u4ed6\u5df2\u4e0b\u8f09\u6a21\u578b\u3002\u9664\u975e\u4f60\u5f88\u78ba\u5b9a\u6a21\u578b\u5feb\u53d6\u5df2\u640d\u6bc0\uff0c\u5426\u5247\u5148\u4f7f\u7528 <code data-start=\"16511\" data-end=\"16522\">ollama rm<\/code> \u6703\u6bd4\u8f03\u5b89\u5168\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8ee8887 elementor-widget elementor-widget-heading\" data-id=\"8ee8887\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">\u554f\u984c 6\uff1a\u51fa\u73fe Out Of Memory \/ OOM<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e4d4b8e elementor-widget elementor-widget-text-editor\" data-id=\"e4d4b8e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u9019\u901a\u5e38\u662f GPU VRAM \u6216\u7cfb\u7d71 RAM \u4e0d\u8db3\u9020\u6210\uff0c\u5e38\u898b\u65bc\uff1a<\/p><ul><li>\u6a21\u578b\u592a\u5927<\/li><li>context \u592a\u9577<\/li><li>\u540c\u6642\u4f7f\u7528\u8005\u592a\u591a<\/li><li>RAG \u5e36\u5165\u6587\u4ef6\u592a\u591a<\/li><li>Docker \u5bb9\u5668\u8cc7\u6e90\u4e0d\u8db3<\/li><\/ul><p>\u6aa2\u67e5 GPU\uff1a<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-dba52ca elementor-widget elementor-widget-code-highlight\" data-id=\"dba52ca\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"code-highlight.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"prismjs-okaidia copy-to-clipboard \">\n\t\t\t<pre data-line=\"\" class=\"highlight-height language-bash line-numbers\">\n\t\t\t\t<code readonly=\"true\" class=\"language-bash\">\n\t\t\t\t\t<xmp>watch -n 1 nvidia-smi<\/xmp>\n\t\t\t\t<\/code>\n\t\t\t<\/pre>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4de91ab elementor-widget elementor-widget-text-editor\" data-id=\"4de91ab\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u6aa2\u67e5 RAM\uff1a<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-227e214 elementor-widget elementor-widget-code-highlight\" data-id=\"227e214\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"code-highlight.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"prismjs-okaidia copy-to-clipboard \">\n\t\t\t<pre data-line=\"\" class=\"highlight-height language-bash line-numbers\">\n\t\t\t\t<code readonly=\"true\" class=\"language-bash\">\n\t\t\t\t\t<xmp>free -h<\/xmp>\n\t\t\t\t<\/code>\n\t\t\t<\/pre>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3c1ad97 elementor-widget elementor-widget-text-editor\" data-id=\"3c1ad97\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u89e3\u6cd5\uff1a<\/p><ul><li>\u6539\u7528\u8f03\u5c0f\u6a21\u578b\uff0c\u4f8b\u5982 gemma4:e4b<\/li><li>\u964d\u4f4e num_ctx\uff0c\u4f8b\u5982 4096 \u6216 8192<\/li><li>\u6e1b\u5c11 RAG \u4e00\u6b21\u5e36\u5165\u7684\u6587\u4ef6\u7247\u6bb5<\/li><li>\u964d\u4f4e\u540c\u6642\u4f75\u767c\u6578<\/li><li>\u5347\u7d1a\u5230\u66f4\u5927 VRAM \u7684 <span style=\"color: #3366ff;\"><strong data-start=\"1202\" data-end=\"1261\"><a class=\"decorated-link\" style=\"color: #3366ff;\" href=\"https:\/\/www.taki.com.tw\/gpu-dedicated-server\/\" target=\"_blank\" rel=\"noopener\" data-start=\"1204\" data-end=\"1259\">GPU \u4e3b\u6a5f<\/a><\/strong><\/span>\uff0c\u6216\u6539\u7528\u9069\u5408 PoC \u8207\u63a8\u8ad6\u6e2c\u8a66\u7684 <span style=\"color: #3366ff;\"><strong data-start=\"1279\" data-end=\"1338\"><a class=\"decorated-link\" style=\"color: #3366ff;\" href=\"https:\/\/www.taki.com.tw\/gpu-server-service\/\" target=\"_blank\" rel=\"noopener\" data-start=\"1281\" data-end=\"1336\">GPU \u96f2\u7aef\u4e3b\u6a5f<\/a><\/strong><\/span>\u3002<\/li><\/ul><p>API \u7bc4\u4f8b\uff1a<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a100f24 elementor-widget elementor-widget-code-highlight\" data-id=\"a100f24\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"code-highlight.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"prismjs-okaidia copy-to-clipboard \">\n\t\t\t<pre data-line=\"\" class=\"highlight-height language-bash line-numbers\">\n\t\t\t\t<code readonly=\"true\" class=\"language-bash\">\n\t\t\t\t\t<xmp>{\r\n  \"model\": \"gemma4:e4b\",\r\n  \"messages\": [\r\n    {\r\n      \"role\": \"user\",\r\n      \"content\": \"\u8acb\u6458\u8981\u4ee5\u4e0b\u5167\u5bb9...\"\r\n    }\r\n  ],\r\n  \"options\": {\r\n    \"num_ctx\": 4096\r\n  },\r\n  \"stream\": false\r\n}<\/xmp>\n\t\t\t\t<\/code>\n\t\t\t<\/pre>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-dd86fb9 elementor-widget elementor-widget-heading\" data-id=\"dd86fb9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">\u554f\u984c 7\uff1aOpen WebUI \u9023\u4e0d\u5230 Ollama<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ad72e2b elementor-widget elementor-widget-text-editor\" data-id=\"ad72e2b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u5982\u679c Open WebUI \u662f Docker\uff0cOllama \u4e5f\u662f Docker\uff0c\u8acb\u78ba\u8a8d <code data-start=\"17123\" data-end=\"17140\">OLLAMA_BASE_URL<\/code>\uff1a<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-df04495 elementor-widget elementor-widget-code-highlight\" data-id=\"df04495\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"code-highlight.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"prismjs-okaidia copy-to-clipboard \">\n\t\t\t<pre data-line=\"\" class=\"highlight-height language-bash line-numbers\">\n\t\t\t\t<code readonly=\"true\" class=\"language-bash\">\n\t\t\t\t\t<xmp>environment:\r\n  - OLLAMA_BASE_URL=http:\/\/ollama:11434<\/xmp>\n\t\t\t\t<\/code>\n\t\t\t<\/pre>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-26dee7b elementor-widget elementor-widget-text-editor\" data-id=\"26dee7b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u4e0d\u8981\u5728\u5bb9\u5668\u5167\u5beb\uff1a<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0ac9bfe elementor-widget elementor-widget-code-highlight\" data-id=\"0ac9bfe\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"code-highlight.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"prismjs-okaidia copy-to-clipboard \">\n\t\t\t<pre data-line=\"\" class=\"highlight-height language-bash line-numbers\">\n\t\t\t\t<code readonly=\"true\" class=\"language-bash\">\n\t\t\t\t\t<xmp>http:\/\/localhost:11434<\/xmp>\n\t\t\t\t<\/code>\n\t\t\t<\/pre>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1d4a20f elementor-widget elementor-widget-text-editor\" data-id=\"1d4a20f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-start=\"17255\" data-end=\"17313\">\u56e0\u70ba\u5728 Docker \u5bb9\u5668\u88e1\uff0c<code data-start=\"17270\" data-end=\"17281\">localhost<\/code> \u6307\u7684\u662f Open WebUI \u81ea\u5df1\uff0c\u4e0d\u662f Ollama \u5bb9\u5668\u3002<\/p><p data-start=\"17315\" data-end=\"17322\">\u6aa2\u67e5\u5bb9\u5668\u540d\u7a31\uff1a<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9eb9a51 elementor-widget elementor-widget-code-highlight\" data-id=\"9eb9a51\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"code-highlight.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"prismjs-okaidia copy-to-clipboard \">\n\t\t\t<pre data-line=\"\" class=\"highlight-height language-bash line-numbers\">\n\t\t\t\t<code readonly=\"true\" class=\"language-bash\">\n\t\t\t\t\t<xmp>docker ps<\/xmp>\n\t\t\t\t<\/code>\n\t\t\t<\/pre>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1f7011d elementor-widget elementor-widget-text-editor\" data-id=\"1f7011d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u6aa2\u67e5 Docker network\uff1a<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fc99fb8 elementor-widget elementor-widget-code-highlight\" data-id=\"fc99fb8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"code-highlight.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"prismjs-okaidia copy-to-clipboard \">\n\t\t\t<pre data-line=\"\" class=\"highlight-height language-bash line-numbers\">\n\t\t\t\t<code readonly=\"true\" class=\"language-bash\">\n\t\t\t\t\t<xmp>docker network ls<\/xmp>\n\t\t\t\t<\/code>\n\t\t\t<\/pre>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b5f029e elementor-widget elementor-widget-text-editor\" data-id=\"b5f029e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u67e5\u770b log\uff1a<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d26ba28 elementor-widget elementor-widget-code-highlight\" data-id=\"d26ba28\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"code-highlight.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"prismjs-okaidia copy-to-clipboard \">\n\t\t\t<pre data-line=\"\" class=\"highlight-height language-bash line-numbers\">\n\t\t\t\t<code readonly=\"true\" class=\"language-bash\">\n\t\t\t\t\t<xmp>docker logs -f open-webui\r\ndocker logs -f ollama<\/xmp>\n\t\t\t\t<\/code>\n\t\t\t<\/pre>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-84ea204 elementor-widget elementor-widget-heading\" data-id=\"84ea204\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">\u554f\u984c 8\uff1aGPU \u6c92\u88ab Ollama \u4f7f\u7528<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c28d84b elementor-widget elementor-widget-text-editor\" data-id=\"c28d84b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u5148\u78ba\u8a8d\u4e3b\u6a5f\uff1a<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a2b1673 elementor-widget elementor-widget-code-highlight\" data-id=\"a2b1673\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"code-highlight.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"prismjs-okaidia copy-to-clipboard \">\n\t\t\t<pre data-line=\"\" class=\"highlight-height language-bash line-numbers\">\n\t\t\t\t<code readonly=\"true\" class=\"language-bash\">\n\t\t\t\t\t<xmp>nvidia-smi<\/xmp>\n\t\t\t\t<\/code>\n\t\t\t<\/pre>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-32bc35c elementor-widget elementor-widget-text-editor\" data-id=\"32bc35c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u5982\u679c\u662f Docker\uff0c\u6e2c\u8a66\u5bb9\u5668\u662f\u5426\u53ef\u898b GPU\uff1a<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-dc5eb31 elementor-widget elementor-widget-code-highlight\" data-id=\"dc5eb31\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"code-highlight.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"prismjs-okaidia copy-to-clipboard \">\n\t\t\t<pre data-line=\"\" class=\"highlight-height language-bash line-numbers\">\n\t\t\t\t<code readonly=\"true\" class=\"language-bash\">\n\t\t\t\t\t<xmp>docker run --rm --gpus all nvidia\/cuda:12.4.1-base-ubuntu22.04 nvidia-smi<\/xmp>\n\t\t\t\t<\/code>\n\t\t\t<\/pre>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-26a02a8 elementor-widget elementor-widget-text-editor\" data-id=\"26a02a8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u5982\u679c\u9019\u88e1\u5931\u6557\uff0c\u554f\u984c\u901a\u5e38\u4e0d\u662f Ollama\uff0c\u800c\u662f NVIDIA Driver\u3001NVIDIA Container Toolkit \u6216 Docker GPU runtime \u8a2d\u5b9a\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c08775a elementor-widget elementor-widget-heading\" data-id=\"c08775a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">\u554f\u984c 9\uff1a\u56de\u61c9\u901f\u5ea6\u5f88\u6162<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e98c0ba elementor-widget elementor-widget-text-editor\" data-id=\"e98c0ba\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u5e38\u898b\u539f\u56e0\uff1a<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4757ac1 elementor-widget elementor-widget-jet-table\" data-id=\"4757ac1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"jet-table.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-jet-table jet-elements\">\n\t\t<div class=\"jet-table-wrapper\">\n\t\t\t<table class=\"jet-table jet-table--fa5-compat\">\n\t\t\t\t<thead class=\"jet-table__head\"><tr class=\"jet-table__head-row\"><th class=\"jet-table__cell elementor-repeater-item-b941e0e jet-table__head-cell\" scope=\"col\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u539f\u56e0<\/div><\/div><\/div><\/th><th class=\"jet-table__cell elementor-repeater-item-8495891 jet-table__head-cell\" scope=\"col\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u89e3\u6cd5<\/div><\/div><\/div><\/th><\/tr><\/thead>\n\t\t\t\t\t\t\t\t<tbody class=\"jet-table__body\"><tr class=\"jet-table__body-row elementor-repeater-item-0f37cae\"><td class=\"jet-table__cell elementor-repeater-item-db142e5 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u7528 CPU \u8dd1\u6a21\u578b<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-27d9112 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u6539\u7528 GPU<\/div><\/div><\/div><\/td><\/tr><tr class=\"jet-table__body-row elementor-repeater-item-6567b04\"><td class=\"jet-table__cell elementor-repeater-item-c65486c jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u6a21\u578b\u592a\u5927<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-e8740b4 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u6539\u7528 E4B \u6216\u66f4\u5c0f\u6a21\u578b<\/div><\/div><\/div><\/td><\/tr><tr class=\"jet-table__body-row elementor-repeater-item-e563b2b\"><td class=\"jet-table__cell elementor-repeater-item-5f966f9 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">context \u592a\u9577<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-9e3b903 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u964d\u4f4e num_ctx<\/div><\/div><\/div><\/td><\/tr><tr class=\"jet-table__body-row elementor-repeater-item-cffd829\"><td class=\"jet-table__cell elementor-repeater-item-87fe32a jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">RAG \u6587\u4ef6\u7247\u6bb5\u592a\u591a<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-a6b2ca6 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u6e1b\u5c11 top_k \u6216\u7e2e\u77ed chunk<\/div><\/div><\/div><\/td><\/tr><tr class=\"jet-table__body-row elementor-repeater-item-3b53353\"><td class=\"jet-table__cell elementor-repeater-item-4762357 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u591a\u4eba\u540c\u6642\u4f7f\u7528<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-5a6da83 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u5347\u7d1a GPU \u6216\u6539\u63a8\u8ad6\u67b6\u69cb<\/div><\/div><\/div><\/td><\/tr><tr class=\"jet-table__body-row elementor-repeater-item-d8045df\"><td class=\"jet-table__cell elementor-repeater-item-d9ecec5 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">Docker \u6c92\u5403\u5230 GPU<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-1cc9e26 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u6aa2\u67e5 nvidia-smi \u8207 Docker GPU \u8a2d\u5b9a<\/div><\/div><\/div><\/td><\/tr><\/tbody>\n\t\t\t<\/table>\n\t\t<\/div>\n\n\t\t<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a2de61f elementor-widget elementor-widget-heading\" data-id=\"a2de61f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Gemma \u548c Gemini \u6709\u4ec0\u9ebc\u4e0d\u540c\uff1f<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3d922a7 elementor-widget elementor-widget-jet-table\" data-id=\"3d922a7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"jet-table.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-jet-table jet-elements\">\n\t\t<div class=\"jet-table-wrapper\">\n\t\t\t<table class=\"jet-table jet-table--fa5-compat\">\n\t\t\t\t<thead class=\"jet-table__head\"><tr class=\"jet-table__head-row\"><th class=\"jet-table__cell elementor-repeater-item-b941e0e jet-table__head-cell\" scope=\"col\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u9805\u76ee<\/div><\/div><\/div><\/th><th class=\"jet-table__cell elementor-repeater-item-8495891 jet-table__head-cell\" scope=\"col\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">Gemma<\/div><\/div><\/div><\/th><th class=\"jet-table__cell elementor-repeater-item-70f8495 jet-table__head-cell\" scope=\"col\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">Gemini<\/div><\/div><\/div><\/th><\/tr><\/thead>\n\t\t\t\t\t\t\t\t<tbody class=\"jet-table__body\"><tr class=\"jet-table__body-row elementor-repeater-item-0f37cae\"><td class=\"jet-table__cell elementor-repeater-item-db142e5 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u5b9a\u4f4d<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-27d9112 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u958b\u653e\u6b0a\u91cd\u6a21\u578b\u5bb6\u65cf<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-68df068 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">Google \u96f2\u7aef AI \u6a21\u578b\u670d\u52d9<\/div><\/div><\/div><\/td><\/tr><tr class=\"jet-table__body-row elementor-repeater-item-6567b04\"><td class=\"jet-table__cell elementor-repeater-item-c65486c jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u90e8\u7f72\u65b9\u5f0f<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-e8740b4 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u53ef\u672c\u5730\u90e8\u7f72<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-01d82cc jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u901a\u5e38\u900f\u904e API \u6216 Google \u670d\u52d9\u4f7f\u7528<\/div><\/div><\/div><\/td><\/tr><tr class=\"jet-table__body-row elementor-repeater-item-e563b2b\"><td class=\"jet-table__cell elementor-repeater-item-5f966f9 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u8cc7\u6599\u63a7\u5236<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-9e3b903 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u53ef\u653e\u5728\u81ea\u6709\u74b0\u5883<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-ec080e1 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u4f9d\u96f2\u7aef API \u6d41\u7a0b\u8655\u7406<\/div><\/div><\/div><\/td><\/tr><tr class=\"jet-table__body-row elementor-repeater-item-cffd829\"><td class=\"jet-table__cell elementor-repeater-item-87fe32a jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u9069\u5408\u7528\u9014<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-a6b2ca6 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u79c1\u6709 AI\u3001RAG\u3001\u5167\u90e8\u5de5\u5177\u3001PoC<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-912b5df jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u9ad8\u54c1\u8cea\u96f2\u7aef AI\u3001\u8907\u96dc\u4efb\u52d9\u3001\u5feb\u901f\u5546\u7528<\/div><\/div><\/div><\/td><\/tr><tr class=\"jet-table__body-row elementor-repeater-item-b23013a\"><td class=\"jet-table__cell elementor-repeater-item-d108b4f jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u6210\u672c\u6a21\u5f0f<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-b4aa93b jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u4e3b\u6a5f \/ GPU \/ \u7dad\u904b\u6210\u672c<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-a6f06c5 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">API token \u6210\u672c<\/div><\/div><\/div><\/td><\/tr><tr class=\"jet-table__body-row elementor-repeater-item-5a59a6c\"><td class=\"jet-table__cell elementor-repeater-item-5b71c54 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u5ba2\u88fd\u5316<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-c8b33bd jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u53ef\u672c\u5730\u6574\u5408\u3001\u53ef\u8abf\u6574<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-2ed0b81 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u4f9d API \u8207\u5e73\u53f0\u80fd\u529b\u70ba\u4e3b<\/div><\/div><\/div><\/td><\/tr><\/tbody>\n\t\t\t<\/table>\n\t\t<\/div>\n\n\t\t<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2a15bdf elementor-widget elementor-widget-text-editor\" data-id=\"2a15bdf\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u5be6\u52d9\u4e0a\uff0c\u4f01\u696d\u4e0d\u4e00\u5b9a\u8981\u4e8c\u9078\u4e00\u3002\u6bd4\u8f03\u597d\u7684\u505a\u6cd5\u901a\u5e38\u662f\u6df7\u5408\u67b6\u69cb\uff1a<\/p><ul><li>\u6a5f\u5bc6\u8cc7\u6599 \/ \u5167\u90e8\u77e5\u8b58\u5eab \u2192 Gemma \u672c\u5730\u90e8\u7f72<\/li><li>\u9ad8\u96e3\u5ea6\u63a8\u7406 \/ \u8907\u96dc\u591a\u6a21\u614b\u4efb\u52d9 \u2192 Gemini API<\/li><li>\u5927\u91cf\u81ea\u52d5\u5316\u6d41\u7a0b \u2192 \u4f9d\u6210\u672c\u8207\u54c1\u8cea\u505a\u6a21\u578b\u8def\u7531<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ee7ca81 elementor-widget elementor-widget-heading\" data-id=\"ee7ca81\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">TAKI Cloud \u5efa\u8b70\uff1a\u4ec0\u9ebc\u60c5\u6cc1\u8a72\u7528 GPU \u4e3b\u6a5f\u90e8\u7f72 Gemma\uff1f<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-947207c elementor-widget elementor-widget-text-editor\" data-id=\"947207c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u5982\u679c\u4f60\u53ea\u662f\u60f3\u6e2c\u8a66 Gemma\uff0c\u672c\u6a5f\u6216\u4e00\u822c\u4f3a\u670d\u5668\u5c31\u53ef\u4ee5\u958b\u59cb\u3002\u4f46\u5982\u679c\u4f60\u6709\u4ee5\u4e0b\u60c5\u6cc1\uff0c\u5c31\u5efa\u8b70\u4f7f\u7528 GPU \u4e3b\u6a5f\uff1a<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6db3761 elementor-widget elementor-widget-jet-table\" data-id=\"6db3761\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"jet-table.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-jet-table jet-elements\">\n\t\t<div class=\"jet-table-wrapper\">\n\t\t\t<table class=\"jet-table jet-table--fa5-compat\">\n\t\t\t\t<thead class=\"jet-table__head\"><tr class=\"jet-table__head-row\"><th class=\"jet-table__cell elementor-repeater-item-b941e0e jet-table__head-cell\" scope=\"col\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u9700\u6c42<\/div><\/div><\/div><\/th><th class=\"jet-table__cell elementor-repeater-item-8495891 jet-table__head-cell\" scope=\"col\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u70ba\u4ec0\u9ebc\u9700\u8981 GPU \u4e3b\u6a5f<\/div><\/div><\/div><\/th><\/tr><\/thead>\n\t\t\t\t\t\t\t\t<tbody class=\"jet-table__body\"><tr class=\"jet-table__body-row elementor-repeater-item-0f37cae\"><td class=\"jet-table__cell elementor-repeater-item-db142e5 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u591a\u4eba\u540c\u6642\u4f7f\u7528<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-27d9112 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">CPU \u63a8\u8ad6\u5ef6\u9072\u9ad8\uff0c\u9ad4\u9a57\u4e0d\u7a69<\/div><\/div><\/div><\/td><\/tr><tr class=\"jet-table__body-row elementor-repeater-item-6567b04\"><td class=\"jet-table__cell elementor-repeater-item-c65486c jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u9577\u6587\u4ef6 RAG<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-e8740b4 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">context \u8207 KV cache \u6703\u5403\u5927\u91cf VRAM<\/div><\/div><\/div><\/td><\/tr><tr class=\"jet-table__body-row elementor-repeater-item-e563b2b\"><td class=\"jet-table__cell elementor-repeater-item-5f966f9 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">Open WebUI \u5167\u90e8\u670d\u52d9<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-9e3b903 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u9700\u8981\u7a69\u5b9a\u3001\u53ef\u76e3\u63a7\u3001\u53ef\u7dad\u904b<\/div><\/div><\/div><\/td><\/tr><tr class=\"jet-table__body-row elementor-repeater-item-cffd829\"><td class=\"jet-table__cell elementor-repeater-item-87fe32a jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u5ba2\u670d \/ \u696d\u52d9 \/ \u5de5\u7a0b\u5171\u7528<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-a6b2ca6 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u9700\u8981\u5e33\u865f\u3001\u6b0a\u9650\u8207\u670d\u52d9\u7a69\u5b9a\u6027<\/div><\/div><\/div><\/td><\/tr><tr class=\"jet-table__body-row elementor-repeater-item-3b53353\"><td class=\"jet-table__cell elementor-repeater-item-4762357 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">n8n \/ ERP \/ CRM \u4e32\u63a5<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-5a6da83 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u4e0d\u9069\u5408\u8dd1\u5728\u500b\u4eba\u96fb\u8166<\/div><\/div><\/div><\/td><\/tr><tr class=\"jet-table__body-row elementor-repeater-item-d8045df\"><td class=\"jet-table__cell elementor-repeater-item-d9ecec5 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u79c1\u6709 AI \u90e8\u7f72<\/div><\/div><\/div><\/td><td class=\"jet-table__cell elementor-repeater-item-1cc9e26 jet-table__body-cell\"><div class=\"jet-table__cell-inner\"><div class=\"jet-table__cell-content\"><div class=\"jet-table__cell-text\">\u9700\u8981\u56fa\u5b9a IP\u3001\u5099\u4efd\u3001\u5b89\u5168\u63a7\u7ba1\u8207\u7dad\u904b<\/div><\/div><\/div><\/td><\/tr><\/tbody>\n\t\t\t<\/table>\n\t\t<\/div>\n\n\t\t<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0cc90f1 elementor-widget elementor-widget-text-editor\" data-id=\"0cc90f1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u5982\u679c\u4f60\u767c\u73fe\u672c\u6a5f\u90e8\u7f72 Gemma \u6642\u9047\u5230\u4ee5\u4e0b\u554f\u984c\uff1a<\/p><ul><li>\u6a21\u578b\u8f09\u5165\u5f88\u6162<\/li><li>\u56de\u61c9\u901f\u5ea6\u4e0d\u7a69<\/li><li>\u591a\u4eba\u4f7f\u7528\u5c31\u5361\u4f4f<\/li><li>RAG \u9577\u6587\u4ef6\u5bb9\u6613 OOM<\/li><li>GPU VRAM \u4e0d\u5920<\/li><li>\u4e0d\u60f3\u81ea\u5df1\u7dad\u8b77 NVIDIA Driver\u3001Docker\u3001Ollama \u8207 GPU \u74b0\u5883<\/li><\/ul><p>\u5c31\u53ef\u4ee5\u8a55\u4f30\u4f7f\u7528 TAKI Cloud <span style=\"color: #3366ff;\"><strong data-start=\"1494\" data-end=\"1553\"><a class=\"decorated-link\" style=\"color: #3366ff;\" href=\"https:\/\/www.taki.com.tw\/gpu-dedicated-server\/\" target=\"_blank\" rel=\"noopener\" data-start=\"1496\" data-end=\"1551\">GPU \u4e3b\u6a5f<\/a><\/strong><\/span> \u6216 <span style=\"color: #3366ff;\"><strong data-start=\"1556\" data-end=\"1615\"><a class=\"decorated-link\" style=\"color: #3366ff;\" href=\"https:\/\/www.taki.com.tw\/gpu-server-service\/\" target=\"_blank\" rel=\"noopener\" data-start=\"1558\" data-end=\"1613\">GPU \u96f2\u7aef\u4e3b\u6a5f<\/a><\/strong><\/span> \u90e8\u7f72 Ollama\u3001Open WebUI\u3001Gemma \u8207 RAG \u67b6\u69cb\u3002\u82e5\u4f60\u6b63\u5728\u6bd4\u8f03\u9577\u671f\u6210\u672c\uff0c\u4e5f\u53ef\u4ee5\u53c3\u8003 <span style=\"color: #3366ff;\"><strong data-start=\"1669\" data-end=\"1764\"><a class=\"decorated-link\" style=\"color: #3366ff;\" href=\"https:\/\/www.taki.com.tw\/blog\/gpu-server-cost-roi-2026\/\" target=\"_blank\" rel=\"noopener\" data-start=\"1671\" data-end=\"1762\">GPU Server \u50f9\u683c\u600e\u9ebc\u7b97\uff1fAI \u7b97\u529b\u6210\u672c\u8207 ROI \u5168\u89e3\u6790<\/a><\/strong><\/span><\/p><p data-start=\"18949\" data-end=\"19160\"><span style=\"color: #000000;\"><strong data-start=\"18949\" data-end=\"18976\">\u60f3\u628a Gemma \u90e8\u7f72\u6210\u4f01\u696d\u5167\u90e8 AI \u52a9\u7406\uff1f<\/strong><\/span><br data-start=\"18976\" data-end=\"18979\" \/>\u5982\u679c\u4f60\u5df2\u7d93\u9047\u5230\u672c\u6a5f\u8dd1\u4e0d\u52d5\u3001GPU VRAM \u4e0d\u5920\u3001Open WebUI \u591a\u4eba\u4f7f\u7528\u8b8a\u6162\u3001RAG \u9577\u6587\u4ef6\u5bb9\u6613 OOM \u6216\u4e0d\u60f3\u81ea\u5df1\u7dad\u8b77 NVIDIA Driver\u3001Docker\u3001Ollama \u8207 GPU \u74b0\u5883\uff0cTAKI Cloud \u53ef\u5354\u52a9\u8a55\u4f30\u9069\u5408\u7684 GPU \u4e3b\u6a5f\u898f\u683c\uff0c\u4e26\u898f\u5283 Ollama\u3001Open WebUI\u3001RAG \u77e5\u8b58\u5eab\u3001n8n \u81ea\u52d5\u5316\u8207\u5167\u90e8 API \u4e32\u63a5\u67b6\u69cb\u3002<\/p><p data-start=\"19162\" data-end=\"19199\">\u9069\u5408\u5ba2\u670d\u77e5\u8b58\u5eab\u3001\u6280\u8853\u652f\u63f4\u3001\u4f01\u696d\u6587\u4ef6\u67e5\u8a62\u3001\u79c1\u6709 AI \u52a9\u7406\u8207\u5167\u90e8\u81ea\u52d5\u5316\u6d41\u7a0b\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4748b95 elementor-widget elementor-widget-heading\" data-id=\"4748b95\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u5ef6\u4f38\u95b1\u8b80<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1ea96aa elementor-widget elementor-widget-text-editor\" data-id=\"1ea96aa\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u5982\u679c\u4f60\u6b63\u5728\u8a55\u4f30 Gemma\u3001Ollama\u3001Open WebUI \u6216 RAG \u77e5\u8b58\u5eab\u7684\u6b63\u5f0f\u90e8\u7f72\uff0c\u4e5f\u53ef\u4ee5\u5ef6\u4f38\u53c3\u8003\u4ee5\u4e0b\u6587\u7ae0\u8207\u670d\u52d9\u9801\uff0c\u9032\u4e00\u6b65\u6bd4\u8f03 GPU \u4e3b\u6a5f\u3001GPU Cloud\u3001AI Hosting \u8207\u4f01\u696d\u79c1\u6709 AI \u67b6\u69cb\u3002<\/p><ul><li><strong><span style=\"color: #3366ff;\"><a style=\"color: #3366ff;\" href=\"\/gpu-dedicated-server\/\" target=\"_blank\" rel=\"noopener\">GPU \u4e3b\u6a5f\uff5c\u53f0\u7063 AI \u5be6\u9ad4\u4f3a\u670d\u5668\u63a8\u85a6<\/a><\/span><\/strong><\/li><li><a title=\"GPU \u96f2\u7aef\u4e3b\u6a5f\uff5cAI Server \u79df\u7528\u8207\u56fa\u5b9a\u6708\u8cbb AI \u7b97\u529b\" href=\"\/gpu-server-service\/\" target=\"_blank\" rel=\"noopener\"><span style=\"color: #3366ff;\"><strong>GPU \u96f2\u7aef\u4e3b\u6a5f\uff5cAI Server \u79df\u7528\u8207\u56fa\u5b9a\u6708\u8cbb AI \u7b97\u529b<\/strong><\/span><\/a><\/li><li><strong><span style=\"color: #3366ff;\"><a style=\"color: #3366ff;\" href=\"\/gpu-server-gpu-cloud-pricing\/\" target=\"_blank\" rel=\"noopener\">GPU \u7b97\u529b\u79df\u7528\u50f9\u76ee\u8868\uff5c4090\u30015090\u3001A100\u3001H100 \u7b97\u529b\u79df\u7528<\/a><\/span><\/strong><\/li><li><strong><span style=\"color: #3366ff;\"><a style=\"color: #3366ff;\" href=\"\/blog\/gpu-server-cost-roi-2026\/\" target=\"_blank\" rel=\"noopener\">GPU Server \u50f9\u683c\u600e\u9ebc\u7b97\uff1fAI \u7b97\u529b\u6210\u672c\u8207 ROI \u5168\u89e3\u6790<\/a><\/span><\/strong><\/li><li><strong><span style=\"color: #3366ff;\"><a style=\"color: #3366ff;\" href=\"\/blog\/gpu-server-vs-gpu-cloud\/\" target=\"_blank\" rel=\"noopener\">GPU Server vs GPU Cloud\uff1a\u4f01\u696d AI \u7b97\u529b\u600e\u9ebc\u9078\uff1f<\/a><\/span><\/strong><\/li><li><strong><span style=\"color: #3366ff;\"><a style=\"color: #3366ff;\" href=\"\/blog\/ai-hosting-guide-2026\/\" target=\"_blank\" rel=\"noopener\">AI Hosting \u662f\u4ec0\u9ebc\uff1f\u4f01\u696d\u5c0e\u5165 AI \u7684\u7b97\u529b\u95dc\u9375<\/a><\/span><\/strong><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1db082c elementor-widget elementor-widget-heading\" data-id=\"1db082c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u5e38\u898b\u554f\u984c FAQ<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-85edb60 elementor-widget elementor-widget-accordion\" data-id=\"85edb60\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"accordion.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-accordion\">\n\t\t\t\t\t\t\t<div class=\"elementor-accordion-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-1401\" class=\"elementor-tab-title\" data-tab=\"1\" role=\"button\" aria-controls=\"elementor-tab-content-1401\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon elementor-accordion-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-closed\"><i class=\"fas fa-caret-square-down\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><i class=\"fas fa-caret-square-up\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-accordion-title\" tabindex=\"0\">Gemma \u662f\u958b\u6e90\u6a21\u578b\u55ce\uff1f<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-1401\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"1\" role=\"region\" aria-labelledby=\"elementor-tab-title-1401\"><p><strong data-start=\"19238\" data-end=\"19264\">\u66f4\u7cbe\u6e96\u7684\u8aaa\u6cd5\u662f\uff0cGemma \u662f\u958b\u653e\u6b0a\u91cd\u6a21\u578b\u3002<\/strong> \u5b83\u53ef\u4ee5\u4e0b\u8f09\u3001\u90e8\u7f72\u8207\u6574\u5408\u5230\u81ea\u5df1\u7684\u61c9\u7528\u4e2d\uff0c\u4f46\u4ecd\u9700\u9075\u5b88 Google \u7684\u6388\u6b0a\u689d\u6b3e\u8207\u4f7f\u7528\u898f\u7bc4\u3002\u6b63\u5f0f\u5546\u7528\u524d\uff0c\u5efa\u8b70\u78ba\u8a8d\u6700\u65b0 Gemma license \u8207 prohibited use policy\u3002<\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-accordion-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-1402\" class=\"elementor-tab-title\" data-tab=\"2\" role=\"button\" aria-controls=\"elementor-tab-content-1402\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon elementor-accordion-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-closed\"><i class=\"fas fa-caret-square-down\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><i class=\"fas fa-caret-square-up\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-accordion-title\" tabindex=\"0\">Gemma \u53ef\u4ee5\u5546\u7528\u55ce\uff1f<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-1402\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"2\" role=\"region\" aria-labelledby=\"elementor-tab-title-1402\"><p><strong data-start=\"19379\" data-end=\"19401\">\u53ef\u4ee5\uff0c\u4f46\u5fc5\u9808\u9075\u5b88\u5b98\u65b9\u6388\u6b0a\u8207\u4f7f\u7528\u9650\u5236\u3002<\/strong> Gemma \u662f Google \u63d0\u4f9b\u7684\u958b\u653e\u6b0a\u91cd\u6a21\u578b\uff0c\u4f01\u696d\u53ef\u4ee5\u4f9d\u7167\u5b98\u65b9\u689d\u6b3e\u5728\u81ea\u6709\u61c9\u7528\u3001\u786c\u9ad4\u6216\u8a17\u7ba1\u74b0\u5883\u4e2d\u90e8\u7f72\u8207\u6574\u5408\u3002<\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-accordion-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-1403\" class=\"elementor-tab-title\" data-tab=\"3\" role=\"button\" aria-controls=\"elementor-tab-content-1403\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon elementor-accordion-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-closed\"><i class=\"fas fa-caret-square-down\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><i class=\"fas fa-caret-square-up\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-accordion-title\" tabindex=\"0\">Ollama \u53ef\u4ee5\u76f4\u63a5\u8dd1 Gemma 4 \u55ce\uff1f<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-1403\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"3\" role=\"region\" aria-labelledby=\"elementor-tab-title-1403\"><p><strong data-start=\"19488\" data-end=\"19495\">\u53ef\u4ee5\u3002<\/strong> Gemma 4 \u5df2\u63d0\u4f9b E2B\u3001E4B\u300126B A4B \u8207 31B \u7b49\u7248\u672c\uff0c\u4f7f\u7528\u8005\u53ef\u900f\u904e Ollama \u4e0b\u8f09\u6a21\u578b\u4e26\u5728\u672c\u5730\u57f7\u884c\u3002<\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-accordion-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-1404\" class=\"elementor-tab-title\" data-tab=\"4\" role=\"button\" aria-controls=\"elementor-tab-content-1404\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon elementor-accordion-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-closed\"><i class=\"fas fa-caret-square-down\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><i class=\"fas fa-caret-square-up\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-accordion-title\" tabindex=\"0\">\u6c92\u6709 GPU \u53ef\u4ee5\u8dd1 Gemma \u55ce\uff1f<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-1404\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"4\" role=\"region\" aria-labelledby=\"elementor-tab-title-1404\"><p><strong data-start=\"19625\" data-end=\"19642\">\u53ef\u4ee5\uff0c\u4f46\u53ea\u5efa\u8b70\u6e2c\u8a66\u5c0f\u6a21\u578b\u3002<\/strong> \u6c92\u6709 GPU \u6642\u53ef\u4ee5\u5148\u5f9e Gemma 3n \u6216 Gemma 4 E2B \/ E4B \u958b\u59cb\uff1b\u5982\u679c\u8981\u591a\u4eba\u4f7f\u7528\u3001\u9577\u6587\u4ef6 RAG \u6216\u4f01\u696d\u6b63\u5f0f\u90e8\u7f72\uff0c\u5efa\u8b70\u4f7f\u7528 GPU \u4e3b\u6a5f\u3002<\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-accordion-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-1405\" class=\"elementor-tab-title\" data-tab=\"5\" role=\"button\" aria-controls=\"elementor-tab-content-1405\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon elementor-accordion-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-closed\"><i class=\"fas fa-caret-square-down\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><i class=\"fas fa-caret-square-up\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-accordion-title\" tabindex=\"0\">Gemma 4 26B A4B \u662f\u5426\u53ea\u9700\u8981 4B \u6a21\u578b\u7684\u8cc7\u6e90\uff1f<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-1405\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"5\" role=\"region\" aria-labelledby=\"elementor-tab-title-1405\"><p><strong data-start=\"19763\" data-end=\"19770\">\u4e0d\u662f\u3002<\/strong> A4B \u8868\u793a\u63a8\u8ad6\u6642\u555f\u7528 active 4B parameters\uff0c\u4f46\u5b8c\u6574\u6a21\u578b\u6b0a\u91cd\u4ecd\u9700\u8981\u8f09\u5165\u8a18\u61b6\u9ad4\u3002Google \u5b98\u65b9\u5217\u51fa\u7684 Gemma 4 26B A4B \u8a18\u61b6\u9ad4\u9700\u6c42\u7d04\u70ba BF16 48GB\u3001SFP8 25GB\u3001Q4_0 15.6GB\uff0c\u5be6\u969b\u90e8\u7f72\u9084\u8981\u52a0\u4e0a context\u3001KV cache \u8207\u63a8\u8ad6\u6846\u67b6\u984d\u5916\u6d88\u8017\u3002<\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-accordion-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-1406\" class=\"elementor-tab-title\" data-tab=\"6\" role=\"button\" aria-controls=\"elementor-tab-content-1406\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon elementor-accordion-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-closed\"><i class=\"fas fa-caret-square-down\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><i class=\"fas fa-caret-square-up\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-accordion-title\" tabindex=\"0\">Gemma \u9069\u5408\u505a\u4f01\u696d\u77e5\u8b58\u5eab\u55ce\uff1f<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-1406\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"6\" role=\"region\" aria-labelledby=\"elementor-tab-title-1406\"><p><strong data-start=\"19988\" data-end=\"20008\">\u9069\u5408\uff0c\u4f46\u5efa\u8b70\u642d\u914d RAG \u67b6\u69cb\u3002<\/strong> Gemma \u8ca0\u8cac\u6839\u64da\u6aa2\u7d22\u5230\u7684\u6587\u4ef6\u7247\u6bb5\u7522\u751f\u56de\u7b54\uff0c\u6587\u4ef6\u641c\u5c0b\u5247\u4ea4\u7d66 embedding \u6a21\u578b\u8207\u5411\u91cf\u8cc7\u6599\u5eab\u3002\u50f9\u683c\u3001\u5eab\u5b58\u3001\u8a02\u55ae\u3001\u767c\u7968\u7b49\u5373\u6642\u8cc7\u6599\uff0c\u61c9\u900f\u904e SQL\u3001ERP \u6216 API \u67e5\u8a62\u3002<\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-accordion-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-1407\" class=\"elementor-tab-title\" data-tab=\"7\" role=\"button\" aria-controls=\"elementor-tab-content-1407\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon elementor-accordion-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-closed\"><i class=\"fas fa-caret-square-down\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><i class=\"fas fa-caret-square-up\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-accordion-title\" tabindex=\"0\">Ollama \u7684 11434 port \u53ef\u4ee5\u958b\u5230\u516c\u7db2\u55ce\uff1f<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-1407\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"7\" role=\"region\" aria-labelledby=\"elementor-tab-title-1407\"><p><strong data-start=\"20133\" data-end=\"20141\">\u4e0d\u5efa\u8b70\u3002<\/strong> Ollama \u672c\u5730 API \u9810\u8a2d\u4e0d\u9700\u8981 authentication\uff0c\u800c\u4e14\u9810\u8a2d\u662f\u672c\u6a5f API\u3002\u6b63\u5f0f\u74b0\u5883\u61c9\u907f\u514d\u76f4\u63a5\u516c\u958b 11434 port\uff0c\u5efa\u8b70\u900f\u904e VPN\u3001API Gateway\u3001Reverse Proxy\u3001IP \u767d\u540d\u55ae\u6216 Zero Trust \u67b6\u69cb\u63a7\u7ba1\u3002<\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-accordion-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-1408\" class=\"elementor-tab-title\" data-tab=\"8\" role=\"button\" aria-controls=\"elementor-tab-content-1408\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon elementor-accordion-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-closed\"><i class=\"fas fa-caret-square-down\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><i class=\"fas fa-caret-square-up\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-accordion-title\" tabindex=\"0\">Gemma \u672c\u5730\u90e8\u7f72\u6703\u6bd4 API \u4fbf\u5b9c\u55ce\uff1f<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-1408\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"8\" role=\"region\" aria-labelledby=\"elementor-tab-title-1408\"><p><strong data-start=\"20339\" data-end=\"20358\">\u4e0d\u4e00\u5b9a\uff0c\u8981\u770b\u4f7f\u7528\u91cf\u8207\u7dad\u904b\u6210\u672c\u3002<\/strong> \u77ed\u671f\u6e2c\u8a66\u901a\u5e38 API \u8f03\u7c21\u55ae\uff1b\u4f46\u5982\u679c\u4f01\u696d\u9577\u671f\u3001\u5927\u91cf\u3001\u56fa\u5b9a\u4f7f\u7528 AI\uff0c\u4e14\u91cd\u8996\u8cc7\u6599\u5b89\u5168\u8207\u6210\u672c\u53ef\u63a7\uff0c\u672c\u5730 <span style=\"color: #3366ff;\"><strong data-start=\"1950\" data-end=\"2009\"><a class=\"decorated-link\" style=\"color: #3366ff;\" href=\"\/gpu-dedicated-server\/\" target=\"_blank\" rel=\"noopener\" data-start=\"1952\" data-end=\"2007\">GPU \u4e3b\u6a5f<\/a><\/strong><\/span> \u90e8\u7f72\u53ef\u80fd\u66f4\u9069\u5408\u3002\u82e5\u4f01\u696d\u60f3\u6bd4\u8f03\u81ea\u5efa\u3001\u96f2\u7aef GPU \u8207\u5c08\u5c6c GPU Server \u7684\u9577\u671f\u6210\u672c\uff0c\u53ef\u4ee5\u53c3\u8003 <strong data-start=\"2060\" data-end=\"2155\"><a class=\"decorated-link\" href=\"\/blog\/gpu-server-cost-roi-2026\/\" target=\"_blank\" rel=\"noopener\" data-start=\"2062\" data-end=\"2153\"><span style=\"color: #3366ff;\">GPU Server \u50f9\u683c\u600e\u9ebc\u7b97\uff1fAI \u7b97\u529b\u6210\u672c\u8207 ROI \u5168\u89e3\u6790<\/span><\/a>\u3002<\/strong><\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a95c981 elementor-widget elementor-widget-heading\" data-id=\"a95c981\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">\u53c3\u8003\u8cc7\u6599<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1b87fdb elementor-widget elementor-widget-text-editor\" data-id=\"1b87fdb\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-start=\"228\" data-end=\"357\">\u4ee5\u4e0b\u8cc7\u6599\u4e3b\u8981\u4f86\u81ea Google DeepMind\u3001Google AI for Developers\u3001Ollama \u8207 Open WebUI \u5b98\u65b9\u6587\u4ef6\uff0c\u7528\u65bc\u78ba\u8a8d Gemma \u6a21\u578b\u7248\u672c\u3001Ollama API\u3001Docker \u90e8\u7f72\u8207 Open WebUI \u4e32\u63a5\u65b9\u5f0f\u3002<\/p><ol data-start=\"359\" data-end=\"1430\"><li data-section-id=\"nremjb\" data-start=\"359\" data-end=\"506\"><strong data-start=\"362\" data-end=\"392\">Google DeepMind\uff1aGemma \u5b98\u65b9\u4ecb\u7d39<\/strong><br data-start=\"392\" data-end=\"395\" \/>Google DeepMind \u8aaa\u660e Gemma \u662f\u7531 Gemini \u6280\u8853\u5ef6\u4f38\u800c\u4f86\u7684\u958b\u653e\u6a21\u578b\u5bb6\u65cf\uff0c\u53ef\u7528\u65bc\u96f2\u7aef\u4f3a\u670d\u5668\u3001\u7b46\u96fb\u8207\u884c\u52d5\u88dd\u7f6e\u7b49\u4e0d\u540c\u74b0\u5883\u3002<a href=\"https:\/\/deepmind.google\/models\/gemma\/?utm_source=chatgpt.com\" target=\"_blank\" rel=\"noopener\">https:\/\/deepmind.google\/models\/gemma\/?utm_source=chatgpt.com<\/a><\/li><li data-section-id=\"tovrca\" data-start=\"508\" data-end=\"673\"><strong data-start=\"511\" data-end=\"562\">Google AI for Developers\uff1aGemma 4 Model Overview<\/strong><br data-start=\"562\" data-end=\"565\" \/>Google \u5b98\u65b9\u6587\u4ef6\u5217\u51fa Gemma 4 \u7684 E2B\u3001E4B\u300131B \u8207 26B A4B \u7248\u672c\uff0c\u4e26\u8aaa\u660e\u4e0d\u540c\u6a21\u578b\u5927\u5c0f\u3001\u7cbe\u5ea6\u8207\u8a18\u61b6\u9ad4\u9700\u6c42\u3002<a href=\"https:\/\/ai.google.dev\/gemma\/docs\/core?utm_source=chatgpt.com&amp;hl=zh-tw\" target=\"_blank\" rel=\"noopener\">https:\/\/ai.google.dev\/gemma\/docs\/core?utm_source=chatgpt.com&amp;hl=zh-tw<\/a><\/li><li data-section-id=\"1i4ahe5\" data-start=\"675\" data-end=\"830\"><strong data-start=\"678\" data-end=\"700\">Ollama\uff1aGemma 4 \u6a21\u578b\u9801<\/strong><br data-start=\"700\" data-end=\"703\" \/>Ollama \u5b98\u65b9\u6a21\u578b\u9801\u8aaa\u660e Gemma 4 \u53ef\u8655\u7406\u6587\u5b57\u8207\u5716\u7247\u8f38\u5165\uff0c\u4e26\u7522\u751f\u6587\u5b57\u8f38\u51fa\uff0c\u540c\u6642\u652f\u63f4 reasoning \u8207 configurable thinking modes\u3002<a href=\"https:\/\/ollama.com\/library\/gemma4?utm_source=chatgpt.com\" target=\"_blank\" rel=\"noopener\">https:\/\/ollama.com\/library\/gemma4?utm_source=chatgpt.com<\/a><\/li><li data-section-id=\"po20s4\" data-start=\"832\" data-end=\"969\"><strong data-start=\"835\" data-end=\"854\">Ollama API \u5b98\u65b9\u6587\u4ef6<\/strong><br data-start=\"854\" data-end=\"857\" \/>Ollama \u6587\u4ef6\u6307\u51fa\uff0c\u5b89\u88dd\u5f8c\u672c\u5730 API \u9810\u8a2d\u4f4d\u65bc <code data-start=\"887\" data-end=\"915\">http:\/\/localhost:11434\/api<\/code>\uff0c\u53ef\u900f\u904e <code data-start=\"920\" data-end=\"926\">curl<\/code> \u547c\u53eb\u6a21\u578b\u3002<a href=\"https:\/\/docs.ollama.com\/api\/introduction?utm_source=chatgpt.com\" target=\"_blank\" rel=\"noopener\">https:\/\/docs.ollama.com\/api\/introduction?utm_source=chatgpt.com<\/a><\/li><li data-section-id=\"52ffhn\" data-start=\"971\" data-end=\"1144\"><strong data-start=\"974\" data-end=\"1006\">Ollama API Authentication \u6587\u4ef6<\/strong><br data-start=\"1006\" data-end=\"1009\" \/>Ollama \u5b98\u65b9\u6587\u4ef6\u8aaa\u660e\uff0c\u672c\u6a5f\u7aef <code data-start=\"1030\" data-end=\"1054\">http:\/\/localhost:11434<\/code> API \u5b58\u53d6\u9810\u8a2d\u4e0d\u9700\u8981 authentication\uff0c\u56e0\u6b64\u6b63\u5f0f\u74b0\u5883\u4e0d\u5efa\u8b70\u76f4\u63a5\u516c\u958b 11434 port\u3002<a href=\"https:\/\/docs.ollama.com\/api\/authentication?utm_source=chatgpt.com\" target=\"_blank\" rel=\"noopener\">https:\/\/docs.ollama.com\/api\/authentication?utm_source=chatgpt.com<\/a><\/li><li data-section-id=\"1kwb9mg\" data-start=\"1146\" data-end=\"1289\"><strong data-start=\"1149\" data-end=\"1168\">Open WebUI \u5b98\u65b9\u6587\u4ef6<\/strong><br data-start=\"1168\" data-end=\"1171\" \/>Open WebUI \u662f\u53ef\u81ea\u67b6\u7684 AI \u5e73\u53f0\uff0c\u652f\u63f4 Ollama \u8207 OpenAI-compatible APIs\uff0c\u9069\u5408\u7528\u65bc\u672c\u5730\u8207\u96f2\u7aef\u6a21\u578b\u7684 Web UI\u3002<a href=\"https:\/\/docs.openwebui.com\/?utm_source=chatgpt.com\" target=\"_blank\" rel=\"noopener\">https:\/\/docs.openwebui.com\/?utm_source=chatgpt.com<\/a><\/li><li data-section-id=\"1h1uqb6\" data-start=\"1291\" data-end=\"1430\"><strong data-start=\"1294\" data-end=\"1320\">Open WebUI Quick Start<\/strong><br data-start=\"1320\" data-end=\"1323\" \/>Open WebUI \u5b98\u65b9 Quick Start \u63d0\u4f9b Docker \u90e8\u7f72\u3001GPU support\u3001\u9023\u63a5 Ollama \u7b49\u8a2d\u5b9a\u65b9\u5411\u3002<a href=\"https:\/\/docs.openwebui.com\/getting-started\/quick-start\/?utm_source=chatgpt.com\" target=\"_blank\" rel=\"noopener\">https:\/\/docs.openwebui.com\/getting-started\/quick-start\/?utm_source=chatgpt.com<\/a><\/li><\/ol>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Gemma \u662f Google DeepMind \u63a8\u51fa\u7684\u958b\u653e\u6b0a\u91cd AI \u6a21\u578b\u3002\u672c\u6587\u6559\u4f60\u4f7f\u7528 Ollama \u5728 Linux\u3001Windows\u3001macOS \u6216 GPU \u4e3b\u6a5f\u4e0a\u5feb\u901f\u90e8\u7f72 Gemma\uff0c\u4e26\u5b8c\u6574\u8aaa\u660e\u6a21\u578b\u9078\u64c7\u3001\u786c\u9ad4\u9700\u6c42\u3001Docker Compose\u3001Open WebUI\u3001API \u4e32\u63a5\u3001\u5b89\u5168\u8a2d\u5b9a\u8207\u5e38\u898b\u932f\u8aa4\u6392\u9664\u3002<\/p>\n","protected":false},"author":1,"featured_media":12638,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[666,947],"tags":[849,948,949,950,781,955,930,953,952,954,951,945],"class_list":["post-12497","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-gpu-","category-947","tag-docker-compose","tag-gemma","tag-gemma-4","tag-gemma-","tag-gpu-","tag-llm-","tag-ollama","tag-open-webui","tag-rag-","tag--ai"],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO Pro 5.0.0.1 - aioseo.com -->\n\t<meta name=\"description\" content=\"Gemma \u672c\u5730\u90e8\u7f72 - Gemma \u662f Google DeepMind \u63a8\u51fa\u7684\u958b\u653e\u6b0a\u91cd AI \u6a21\u578b\u3002\u672c\u6587\u6559\u4f60\u4f7f\u7528 Ollama \u5728 Linux\u3001Windows\u3001macOS \u6216 GPU 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