{"id":661,"date":"2026-07-12T19:10:02","date_gmt":"2026-07-12T10:10:02","guid":{"rendered":"https:\/\/b-blog.gogogogogogogogogogo5555555555.uk\/?p=661"},"modified":"2026-07-18T13:51:22","modified_gmt":"2026-07-18T04:51:22","slug":"1-bit-bonsai%e3%81%a7%e3%83%ad%e3%83%bc%e3%82%ab%e3%83%abllm%e7%92%b0%e5%a2%83%e3%82%92%e6%a7%8b%e7%af%89%ef%bc%81cloudflare-tunnel%e3%81%a7%e5%a4%96%e9%83%a8%e3%82%a2%e3%82%af%e3%82%bb%e3%82%b9","status":"publish","type":"post","link":"https:\/\/b-blog.gogogogogogogogogogo5555555555.uk\/?p=661","title":{"rendered":"1-bit Bonsai\u3067\u30ed\u30fc\u30ab\u30ebLLM\u74b0\u5883\u3092\u69cb\u7bc9\uff01Cloudflare Tunnel\u3067\u5916\u90e8\u30a2\u30af\u30bb\u30b9\uff06TypingMind\u9023\u643a\u307e\u3067\u3084\u3063\u3066\u307f\u305f"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">\u300c\u30ed\u30fc\u30ab\u30ebLLM\u3092\u52d5\u304b\u3057\u305f\u3044\u3051\u3069\u3001GPU\u306a\u3044\u3057\u7121\u7406\u304b\u306a\u30fc\u3002\u307e\u3058\u30e1\u30e2\u30ea\u9ad8\u3059\u304e\u300d<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u305a\u3063\u3068\u305d\u3046\u601d\u3063\u3066\u3044\u307e\u3057\u305f\u3002\u3057\u304b\u3057\u3001\u6700\u8fd1\u767b\u5834\u3057\u305f1-bit Bonsai 8B\u3068\u3044\u3046\u30e2\u30c7\u30eb\u306b\u51fa\u4f1a\u3063\u3066\u3001\u72b6\u6cc1\u304c\u5909\u308f\u308a\u307e\u3057\u305f\u300224GB RAM\u306e<a href=\"https:\/\/amzn.to\/4b2vPm9\" target=\"_blank\" rel=\"noopener\" title=\"\">\u30df\u30cbPC NiPoGi E3B<\/a>\uff08\u3082\u3061\u308d\u3093GPU\u306a\u3057\uff09\u3067\u3001\u9a5a\u304f\u307b\u3069\u5feb\u9069\u306b\u30ed\u30fc\u30ab\u30ebLLM\u304c\u52d5\u3044\u305f\u306e\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3057\u304b\u3082\u3001\u79c1\u304c\u3059\u3067\u306b\u4f7f\u3063\u3066\u3044\u308bCloudflare Tunnel\u3068\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001\u5916\u51fa\u5148\u306e\u30b9\u30de\u30db\u304b\u3089\u3082\u81ea\u5b85\u30df\u30cbPC\u306eLLM\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u308b\u74b0\u5883\u304c\u6574\u3044\u307e\u3057\u305f\u3002\u3055\u3089\u306bTypingMind\u3068\u7d71\u5408\u3059\u308c\u3070\u3001ChatGPT\u30e9\u30a4\u30af\u306a\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u3067\u30ed\u30fc\u30ab\u30ebLLM\u304c\u4f7f\u3048\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4eca\u56de\u306f\u3001\u79c1\u304c\u5b9f\u969b\u306b\u8a66\u884c\u932f\u8aa4\u3057\u305f\u300c1-bit Bonsai\u306e\u30ed\u30fc\u30ab\u30eb\u74b0\u5883\u69cb\u7bc9\u301cCloudflare Tunnel\u7d4c\u7531\u306e\u5916\u90e8\u30a2\u30af\u30bb\u30b9\u301cTypingMind\u9023\u643a\u300d\u307e\u3067\u306e\u4e00\u9023\u306e\u624b\u9806\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\uff11\uff0e\u306a\u305c1-bit Bonsai\u306a\u306e\u304b<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u30ed\u30fc\u30ab\u30ebLLM\u306e\u9078\u629e\u80a2\u306f\u305f\u304f\u3055\u3093\u3042\u308a\u307e\u3059\u304c\u3001\u79c1\u304cBonsai\u3092\u9078\u3093\u3060\u7406\u7531\u306f\u30b7\u30f3\u30d7\u30eb\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u305f\u3063\u305f1.15GB\u3067\u52d5\u304f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">8B\u30d1\u30e9\u30e1\u30fc\u30bf\u306e\u30e2\u30c7\u30eb\u306b\u304a\u3044\u3066\u3082\u305d\u306e\u4ed6\u306e\u30e2\u30c7\u30eb\u3068\u905c\u8272\u306a\u3044\u6027\u80fd\u3092\u7dad\u6301\u3057\u3064\u3064\u3001\u30e1\u30e2\u30ea\u4f7f\u7528\u91cf\u304c14\u5206\u306e1\u3002\u3055\u3089\u306b8\u500d\u9ad8\u901f\u30015\u500d\u7701\u30a8\u30cd\u3002\u3064\u307e\u308a\u3001GPU\u304c\u306a\u304f\u3066\u3082\u73fe\u5b9f\u7684\u306b\u52d5\u304b\u305b\u308b\u3093\u3067\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"402\" src=\"https:\/\/b-blog.gogogogogogogogogogo5555555555.uk\/wp-content\/uploads\/2026\/07\/1000070712-1024x402.png\" alt=\"\" class=\"wp-image-684\" style=\"aspect-ratio:2.547398794873971;width:529px;height:auto\" srcset=\"https:\/\/b-blog.gogogogogogogogogogo5555555555.uk\/wp-content\/uploads\/2026\/07\/1000070712-1024x402.png 1024w, https:\/\/b-blog.gogogogogogogogogogo5555555555.uk\/wp-content\/uploads\/2026\/07\/1000070712-300x118.png 300w, https:\/\/b-blog.gogogogogogogogogogo5555555555.uk\/wp-content\/uploads\/2026\/07\/1000070712-768x301.png 768w, https:\/\/b-blog.gogogogogogogogogogo5555555555.uk\/wp-content\/uploads\/2026\/07\/1000070712-600x235.png 600w, https:\/\/b-blog.gogogogogogogogogogo5555555555.uk\/wp-content\/uploads\/2026\/07\/1000070712.png 1242w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\uff12\uff0e\u79c1\u306ePC\u74b0\u5883<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u79c1\u304c\u30bb\u30fc\u30eb\u3067\u8cfc\u5165\u3057\u305f\u30df\u30cbPC\u3067\u3059\u3002\u3061\u3087\u3063\u3068\u3067\u3082\u30e1\u30e2\u30ea\u591a\u3044\u307b\u3046\u304c\u826f\u3044\u304b\u306a\u3068\u3001<a href=\"https:\/\/www.amazon.co.jp\/%E3%80%906800H%E3%82%88%E3%82%8A%E9%80%9F%E3%81%84%E3%80%91NiPoGi-7735HS-%E6%9C%80%E5%A4%A74-75GHz-WiFi6E-E3B\/dp\/B0GXVR3NWN?__mk_ja_JP=%E3%82%AB%E3%82%BF%E3%82%AB%E3%83%8A&amp;crid=9GBIPPHJWAFO&amp;dib=eyJ2IjoiMSJ9.ZIHzLHZiWGNC4QSxlvDJEeCjkscZWG_ed9fbt5xQOhfDTFeeqRdFVWj-d5EmifdywiB1QVS2JLDEOpEkcZhExaoqppgUJ5mCtqvDaHo6HJus6PZkyuJikVgRE2Sgokjd7k6MSX9lyirDKRwf5NAxcrbkzyJ3O-UEz4iN1YGqWJTl3XAumpf6xZGKK8yIuLL3yGzuQMWgkH_sFQZEjTVETdB-C4b9spsH-ax5lJY8AZnQtyd4k5xNLq9jCQFYGDwQ7ZnB5fdsYjUt0i6-20u8nAQAoYchCQq4zzivSio-i7A.RXhLgobPg8_D8n5cFFNbeOXXgkUPyCH_Art6fJzn3nI&amp;dib_tag=se&amp;keywords=nipogi%2B%E3%83%9F%E3%83%8Bpc%2Bamd%2Bryzen%2B7%2B7735hs&amp;qid=1783850232&amp;sprefix=nipogi%2B%E3%83%9F%E3%83%8Bpc%2Bamd%2Bryzen%2B7%2B7735hs%2Caps%2C290&amp;sr=8-1-spons&amp;ufe=app_do%3Aamzn1.fos.bf59e452-7c16-4eb0-8b6f-4f4edb3d8c50&amp;sp_csd=d2lkZ2V0TmFtZT1zcF9hdGY&amp;th=1&amp;linkCode=ll2&amp;tag=gp4office-22&amp;linkId=21b1a458d1440da1b7bb41c734e41287&amp;ref_=as_li_ss_tl\" target=\"_blank\" rel=\"noreferrer noopener\">NiPoGi\u306e\u30df\u30cbpc E3B<\/a>\u3092\u9078\u3073\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>\u9805\u76ee<\/th><th>\u30b9\u30da\u30c3\u30af<\/th><\/tr><\/thead><tbody><tr><td><strong>CPU<\/strong><\/td><td>AMD Ryzen 7 7735HS (8C\/16T)<\/td><\/tr><tr><td><strong>GPU<\/strong><\/td><td>Radeon 680M\uff08\u7d71\u5408GPU\u3001VRAM\u306a\u3057\uff09<\/td><\/tr><tr><td><strong>RAM<\/strong><\/td><td>24GB<\/td><\/tr><tr><td><strong>SSD<\/strong><\/td><td>512GB<\/td><\/tr><tr><td><strong>OS<\/strong><\/td><td>Windows 11 Pro<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"990\" src=\"https:\/\/b-blog.gogogogogogogogogogo5555555555.uk\/wp-content\/uploads\/2026\/07\/1000070711-1024x990.jpg\" alt=\"\" class=\"wp-image-678\" style=\"width:417px;height:auto\" srcset=\"https:\/\/b-blog.gogogogogogogogogogo5555555555.uk\/wp-content\/uploads\/2026\/07\/1000070711-1024x990.jpg 1024w, https:\/\/b-blog.gogogogogogogogogogo5555555555.uk\/wp-content\/uploads\/2026\/07\/1000070711-300x290.jpg 300w, https:\/\/b-blog.gogogogogogogogogogo5555555555.uk\/wp-content\/uploads\/2026\/07\/1000070711-768x742.jpg 768w, https:\/\/b-blog.gogogogogogogogogogo5555555555.uk\/wp-content\/uploads\/2026\/07\/1000070711-1536x1485.jpg 1536w, https:\/\/b-blog.gogogogogogogogogogo5555555555.uk\/wp-content\/uploads\/2026\/07\/1000070711-2048x1980.jpg 2048w, https:\/\/b-blog.gogogogogogogogogogo5555555555.uk\/wp-content\/uploads\/2026\/07\/1000070711-600x580.jpg 600w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">GPU\u304c\u306a\u3044\u306e\u3067\u3001\u3082\u3061\u308d\u3093CPU\u3067\u52d5\u304b\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\uff13\uff0e\u30bb\u30c3\u30c8\u30a2\u30c3\u30d7\u624b\u9806<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">3-1. Git\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u307e\u305a\u3001Git\u304c\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3055\u308c\u3066\u3044\u306a\u3044\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/git-scm.com\/download\/win\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/git-scm.com\/download\/win<\/a>&nbsp;\u304b\u3089\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u3066\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u5f8c\u3001PowerShell\u3092\u518d\u8d77\u52d5\u3057\u3066<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">powershell<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><code>git --version<\/code>&nbsp;\u304c\u8868\u793a\u3055\u308c\u308b\u304b\u78ba\u8a8d\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">3-2. \u30ea\u30dd\u30b8\u30c8\u30ea\u306e\u30af\u30ed\u30fc\u30f3<\/h3>\n\n\n\n<pre class=\"wp-block-preformatted\">powershell<br><code>git clone https:\/\/github.com\/PrismML-Eng\/Bonsai-demo.git<br>cd Bonsai-demo<\/code><\/pre>\n\n\n\n<h3 class=\"wp-block-heading\">3-3. \u30bb\u30c3\u30c8\u30a2\u30c3\u30d7\u30b9\u30af\u30ea\u30d7\u30c8\u306e\u5b9f\u884c<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Windows\u306e\u5834\u5408\u306f PowerShell\uff08<code>setup.ps1<\/code>\uff09\u3092\u4f7f\u3044\u307e\u3059\u3002<code>setup.sh<\/code>\u306fUnix\u7cfb\u306a\u306e\u3067\u52d5\u304d\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">powershell<br><code>.\\setup.ps1<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u30bb\u30c3\u30c8\u30a2\u30c3\u30d7\u30b9\u30af\u30ea\u30d7\u30c8\u306f\u4ee5\u4e0b\u3092\u81ea\u52d5\u3067\u884c\u3044\u307e\u3059\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Python\u74b0\u5883\u306e\u30bb\u30c3\u30c8\u30a2\u30c3\u30d7<\/li>\n\n\n\n<li>HuggingFace\u304b\u3089\u30e2\u30c7\u30eb\u306e\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9<\/li>\n\n\n\n<li>llama.cpp\u30d0\u30a4\u30ca\u30ea\u306e\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\uff08or \u30d3\u30eb\u30c9\uff09<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">3-4. CPU\u7248\u30d0\u30a4\u30ca\u30ea\u306e\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">CPU\u7248\u306ellama\u3092\u76f4\u63a5\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">powershell<br><code>Invoke-WebRequest -Uri \"https:\/\/github.com\/PrismML-Eng\/llama.cpp\/releases\/download\/prism-b8846-d104cf1\/llama-bin-win-cpu-x64.zip\" -OutFile \"cpu.zip\"<br>Expand-Archive -Path \"cpu.zip\" -DestinationPath \"bin\\cpu\" -Force<\/code><\/pre>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\uff14\uff0e\u30b5\u30fc\u30d0\u30fc\u306e\u8d77\u52d5<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">4-1. \u6700\u9069\u5316\u3055\u308c\u305f\u8d77\u52d5\u30b3\u30de\u30f3\u30c9<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u8a66\u884c\u932f\u8aa4\u306e\u672b\u3001\u79c1\u306e\u74b0\u5883\u306b\u6700\u9069\u5316\u3055\u308c\u305f\u8d77\u52d5\u30b3\u30de\u30f3\u30c9\u304c\u3053\u308c\u3067\u3059\u3002<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">powershell<br><code>.\\bin\\cpu\\llama-server.exe -m models\\gguf\\8B\\Bonsai-8B-Q1_0.gguf --host 0.0.0.0 --port 8080 -ngl 0 -t 8 --jinja -c 8192 --api-key my-bonsai-api<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u5404\u30aa\u30d7\u30b7\u30e7\u30f3\u306e\u610f\u5473\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>\u30aa\u30d7\u30b7\u30e7\u30f3<\/th><th>\u8a2d\u5b9a\u5024<\/th><th>\u7406\u7531<\/th><\/tr><\/thead><tbody><tr><td><code>-m<\/code><\/td><td>\u30e2\u30c7\u30eb\u30d5\u30a1\u30a4\u30eb\u306e\u30d1\u30b9<\/td><td>Bonsai 8B\u306eGGUF\u30d5\u30a1\u30a4\u30eb<\/td><\/tr><tr><td><code>--host<\/code><\/td><td><code>0.0.0.0<\/code><\/td><td>\u5168\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u3067\u30ea\u30c3\u30b9\u30f3<\/td><\/tr><tr><td><code>--port<\/code><\/td><td><code>808<\/code>0<\/td><td>8080\u304c\u4ed6\u306e\u30b5\u30fc\u30d3\u30b9\u3067\u4f7f\u7528\u3057\u3066\u3044\u308b\u5834\u5408\u306f\u7a7a\u3044\u3066\u308b\u30dd\u30fc\u30c8\u306b\u5909\u66f4<\/td><\/tr><tr><td><code>-ngl<\/code><\/td><td><code>0<\/code><\/td><td>GPU\u30aa\u30d5\u30ed\u30fc\u30c9\u306a\u3057\u3002Radeon 680M\u306fVRAM\u304c\u4e0d\u8db3\u3059\u308b\u305f\u3081CPU\u99c6\u52d5\u3067\u5b89\u5b9a<\/td><\/tr><tr><td><code>-t<\/code><\/td><td><code>8<\/code><\/td><td>\u7269\u7406\u30b3\u30a2\u6570\u306b\u56fa\u5b9a\u3002\u30cf\u30a4\u30d1\u30fc\u30b9\u30ec\u30c3\u30c916\u3092\u5168\u5272\u308a\u5f53\u3066\u308b\u3068\u30ad\u30e3\u30c3\u30b7\u30e5\u306e\u596a\u3044\u5408\u3044\u304c\u767a\u751f\u3057\u9006\u306b\u9045\u304f\u306a\u308b<\/td><\/tr><tr><td><code>--jinja<\/code><\/td><td>\u6709\u52b9<\/td><td>\u30c1\u30e3\u30c3\u30c8\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u30a8\u30f3\u30b8\u30f3\u3092\u6709\u52b9\u5316\u3002Function Calling\u3084\u30c4\u30fc\u30eb\u547c\u3073\u51fa\u3057\u306e\u30b5\u30dd\u30fc\u30c8\u306b\u5fc5\u8981<\/td><\/tr><tr><td><code>-c<\/code><\/td><td><code>8192<\/code><\/td><td>\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u9577\u30022048\u3060\u3068\u4f1a\u8a71\u5c65\u6b74\u304c\u3059\u3050\u306b\u5207\u308c\u308b\u305f\u30818192\u306b\u62e1\u5f35<\/td><\/tr><tr><td><code>--api-key<\/code><\/td><td><code>my-bonsai-api<\/code><\/td><td>API\u30ad\u30fc\u8a8d\u8a3c\u3002\u5916\u90e8\u304b\u3089\u306e\u4e0d\u6b63\u30a2\u30af\u30bb\u30b9\u3092\u9632\u6b62<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\">\ud83d\udca1&nbsp;<strong>\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u9577\u306e\u9078\u3073\u65b9<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>8,192<\/strong>\uff08\u63a8\u5968\uff09\uff1a\u65e5\u5e38\u7684\u306a\u30c1\u30e3\u30c3\u30c8\u3001\u30e1\u30e2\u30ea\u7d042.5GB<\/li>\n\n\n\n<li><strong>16,384<\/strong>\uff1a\u30b3\u30fc\u30c9\u751f\u6210\u30fb\u9577\u3044\u6587\u66f8\u3001\u30e1\u30e2\u30ea\u7d043.5GB<\/li>\n\n\n\n<li><strong>32,768<\/strong>\uff1a\u6700\u5927\u9650\u3001\u30e1\u30e2\u30ea\u7d045.9GB<\/li>\n<\/ul>\n<\/blockquote>\n\n\n\n<p class=\"wp-block-paragraph\">\u8d77\u52d5\u6210\u529f\u3059\u308b\u3068\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u8868\u793a\u304c\u51fa\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>main: server is listening on http:\/\/0.0.0.0:8080\nmain: starting the main loop...\nsrv  update_slots: all slots are idle<\/code><\/pre>\n\n\n\n<h3 class=\"wp-block-heading\">4-2. \u30d0\u30c3\u30af\u30b0\u30e9\u30a6\u30f3\u30c9\u8d77\u52d5<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">PowerShell\u3092\u9589\u3058\u308b\u3068\u30b5\u30fc\u30d0\u30fc\u304c\u6b62\u307e\u308b\u306e\u3067\u3001\u30d0\u30c3\u30af\u30b0\u30e9\u30a6\u30f3\u30c9\u3067\u8d77\u52d5\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">powershell<br><code>Start-Process -FilePath \"C:\\Users\\\u3007\u3007\\Bonsai-demo\\bin\\cpu\\llama-server.exe\" -ArgumentList \"-m C:\\Users\\\u3007\u3007\\Bonsai-demo\\models\\gguf\\8B\\Bonsai-8B-Q1_0.gguf --host 0.0.0.0 --port 8080 -ngl 0 -t 8 --jinja -c 8192 --api-key my-bonsai-api\" -WindowStyle Hidden<\/code><\/pre>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\">\u26a0\ufe0f&nbsp;<strong>\u30d5\u30eb\u30d1\u30b9\u3092\u4f7f\u3046<\/strong>\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u76f8\u5bfe\u30d1\u30b9\u3060\u3068\u300c\u30d5\u30a1\u30a4\u30eb\u304c\u898b\u3064\u304b\u308a\u307e\u305b\u3093\u300d\u30a8\u30e9\u30fc\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<\/blockquote>\n\n\n\n<h3 class=\"wp-block-heading\">4-3. \u52d5\u4f5c\u78ba\u8a8d<\/h3>\n\n\n\n<pre class=\"wp-block-preformatted\">powershell<br><code>Invoke-RestMethod -Uri \"http:\/\/localhost:8080\/v1\/models\"<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u30e2\u30c7\u30eb\u540d\u304c\u8868\u793a\u3055\u308c\u308c\u3070\u6210\u529f\u3067\u3059\u3002\u30d6\u30e9\u30a6\u30b6\u3067&nbsp;<code>http:\/\/localhost:8080<\/code>&nbsp;\u306b\u30a2\u30af\u30bb\u30b9\u3059\u308c\u3070\u3001Web UI\u3067\u3082\u30c1\u30e3\u30c3\u30c8\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\uff15\uff0ePC\u8d77\u52d5\u6642\u306b\u81ea\u52d5\u8d77\u52d5\u3055\u305b\u308b<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u6bce\u56de\u624b\u52d5\u3067\u8d77\u52d5\u3059\u308b\u306e\u306f\u9762\u5012\u306a\u306e\u3067\u3001<strong>\u30bf\u30b9\u30af\u30b9\u30b1\u30b8\u30e5\u30fc\u30e9<\/strong>\u3067\u81ea\u52d5\u8d77\u52d5\u306b\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u7ba1\u7406\u8005PowerShell\u3067\u5b9f\u884c<\/h3>\n\n\n\n<pre class=\"wp-block-preformatted\">powershell<br><code>$action = New-ScheduledTaskAction -Execute \"C:\\Users\\\u3007\u3007\\Bonsai-demo\\bin\\cpu\\llama-server.exe\" -Argument \"-m C:\\Users\\\u3007\u3007\\Bonsai-demo\\models\\gguf\\8B\\Bonsai-8B-Q1_0.gguf --host 0.0.0.0 --port 8080 -ngl 0 -t 8 --jinja -c 8192 --api-key my-bonsai-api\" -WorkingDirectory \"C:\\Users\\\u3007\u3007\\Bonsai-demo\"<br><br>$trigger = New-ScheduledTaskTrigger -AtStartup<br><br>Register-ScheduledTask -TaskName \"Bonsai-LLM\" -Action $action -Trigger $trigger -Description \"Bonsai 8B LLM Server\" -RunLevel Highest<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u308c\u3067PC\u8d77\u52d5\u6642\u306b\u81ea\u52d5\u3067Bonsai LLM\u30b5\u30fc\u30d0\u30fc\u304c\u7acb\u3061\u4e0a\u304c\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\uff16\uff0eCloudflare Tunnel\u3067\u5916\u90e8\u30a2\u30af\u30bb\u30b9<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">6-1. cloudflared\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3068\u30b5\u30fc\u30d3\u30b9\u5316<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Cloudflare\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u306e\u300cTunnel\u300d\u30bf\u30d6\u306b\u3042\u308b\u30c8\u30f3\u30cd\u30eb\u3092\u4f5c\u6210<br><br>\u30a4\u30f3\u30b9\u30c8\u30fc\u30e9\u30fc\u306e\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9:<br>\u8868\u793a\u3055\u308c\u3066\u3044\u308b\u30ea\u30f3\u30af\uff08cloudflared-windows-amd64.msi\uff09\u3092\u30af\u30ea\u30c3\u30af\u3057\u3066\u30d5\u30a1\u30a4\u30eb\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u307e\u3059\u3002<br><br>\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb:<br>\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u305f .msi \u30d5\u30a1\u30a4\u30eb\u3092\u5b9f\u884c\u3057\u3001\u753b\u9762\u306e\u6307\u793a\u306b\u5f93\u3063\u3066\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3092\u5b8c\u4e86\u3055\u305b\u307e\u3059\u3002<br><br>\u7ba1\u7406\u8005\u6a29\u9650\u3067\u30b3\u30de\u30f3\u30c9\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u958b\u304f:<br>Windows\u306e\u691c\u7d22\u30d0\u30fc\u306b\u300ccmd\u300d\u3068\u5165\u529b\u3057\u3001\u300c\u30b3\u30de\u30f3\u30c9\u30d7\u30ed\u30f3\u30d7\u30c8\u300d\u3092\u53f3\u30af\u30ea\u30c3\u30af\u3057\u3066\u300c\u7ba1\u7406\u8005\u3068\u3057\u3066\u5b9f\u884c\u300d\u3092\u9078\u629e\u3057\u307e\u3059\u3002<br><br>\u30c8\u30f3\u30cd\u30eb\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3068\u5b9f\u884c:<br>\u30b3\u30de\u30f3\u30c9\u30d7\u30ed\u30f3\u30d7\u30c8\u4e0a\u3067\u3001\u753b\u9762\u306b\u8868\u793a\u3055\u308c\u3066\u3044\u308b\u5c02\u7528\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u30b3\u30de\u30f3\u30c9\u3092\u30b3\u30d4\u30fc\u3057\u3001\u8cbc\u308a\u4ed8\u3051\u3066\u5b9f\u884c\u3057\u3066\u304f\u3060\u3055\u3044\u3002<br>\u30b3\u30de\u30f3\u30c9\u4f8b:<br>cloudflared.exe service install &lt;\u3042\u306a\u305f\u306e\u30c8\u30fc\u30af\u30f3&gt;<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"615\" height=\"1024\" src=\"https:\/\/b-blog.gogogogogogogogogogo5555555555.uk\/wp-content\/uploads\/2026\/07\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2026-07-12-215358-615x1024.png\" alt=\"\" class=\"wp-image-717\" style=\"width:285px;height:auto\" srcset=\"https:\/\/b-blog.gogogogogogogogogogo5555555555.uk\/wp-content\/uploads\/2026\/07\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2026-07-12-215358-615x1024.png 615w, https:\/\/b-blog.gogogogogogogogogogo5555555555.uk\/wp-content\/uploads\/2026\/07\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2026-07-12-215358-180x300.png 180w, https:\/\/b-blog.gogogogogogogogogogo5555555555.uk\/wp-content\/uploads\/2026\/07\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2026-07-12-215358-768x1278.png 768w, https:\/\/b-blog.gogogogogogogogogogo5555555555.uk\/wp-content\/uploads\/2026\/07\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2026-07-12-215358-600x999.png 600w, https:\/\/b-blog.gogogogogogogogogogo5555555555.uk\/wp-content\/uploads\/2026\/07\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2026-07-12-215358.png 784w\" sizes=\"auto, (max-width: 615px) 100vw, 615px\" \/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">6-2. \u30eb\u30fc\u30c8\u8ffd\u52a0<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Cloudflare\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9 &gt;&nbsp;<strong>Tunnels<\/strong>&nbsp;&gt;&nbsp;<strong>llama.cpp<\/strong>&nbsp;&gt;&nbsp;<strong>\u30eb\u30fc\u30c8<\/strong>&nbsp;&gt;&nbsp;<strong>\u30eb\u30fc\u30c8\u3092\u8ffd\u52a0<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>\u9805\u76ee<\/th><th>\u8a2d\u5b9a<\/th><\/tr><\/thead><tbody><tr><td>\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u540d<\/td><td><code>bonsai-llm<\/code><\/td><\/tr><tr><td>\u30c9\u30e1\u30a4\u30f3<\/td><td><code>\u2605\u2605.gogogogogogogogogogogo5555555555.uk<\/code><\/td><\/tr><tr><td>\u30b5\u30fc\u30d3\u30b9\u306e\u7a2e\u985e<\/td><td><code>HTTP<\/code><\/td><\/tr><tr><td>URL<\/td><td><code>localhost:8080<\/code><\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"899\" height=\"1024\" src=\"https:\/\/b-blog.gogogogogogogogogogo5555555555.uk\/wp-content\/uploads\/2026\/07\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2026-07-12-220659-899x1024.png\" alt=\"\" class=\"wp-image-720\" style=\"aspect-ratio:0.8779337691565748;width:321px;height:auto\" srcset=\"https:\/\/b-blog.gogogogogogogogogogo5555555555.uk\/wp-content\/uploads\/2026\/07\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2026-07-12-220659-899x1024.png 899w, https:\/\/b-blog.gogogogogogogogogogo5555555555.uk\/wp-content\/uploads\/2026\/07\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2026-07-12-220659-264x300.png 264w, https:\/\/b-blog.gogogogogogogogogogo5555555555.uk\/wp-content\/uploads\/2026\/07\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2026-07-12-220659-768x874.png 768w, https:\/\/b-blog.gogogogogogogogogogo5555555555.uk\/wp-content\/uploads\/2026\/07\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2026-07-12-220659-600x683.png 600w, https:\/\/b-blog.gogogogogogogogogogo5555555555.uk\/wp-content\/uploads\/2026\/07\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2026-07-12-220659.png 1293w\" sizes=\"auto, (max-width: 899px) 100vw, 899px\" \/><\/figure>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\uff17\uff0eTypingMind\u3068\u9023\u643a<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u6700\u5f8c\u306b\u3001<strong><a href=\"https:\/\/www.typingmind.com\/r\/C5B9QZ2J\">TypingMind<\/a><\/strong>\uff08ChatGPT\u30e9\u30a4\u30af\u306a\u30c1\u30e3\u30c3\u30c8UI\uff09\u3067\u30ed\u30fc\u30ab\u30ebLLM\u3092\u4f7f\u3048\u308b\u3088\u3046\u306b\u8a2d\u5b9a\u3057\u307e\u3057\u305f\u3002TypigMind\u306b\u3064\u3044\u3066\u306e\u89e3\u8aac\u306f<a href=\"https:\/\/b-blog.gogogogogogogogogogo5555555555.uk\/?p=334\">\u3053\u3061\u3089<\/a>\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u30ab\u30b9\u30bf\u30e0\u30e2\u30c7\u30eb\u306e\u8ffd\u52a0<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">TypingMind &gt; \u30e2\u30c7\u30eb &gt; \u30ab\u30b9\u30bf\u30e0\u30e2\u30c7\u30eb\u3092\u8ffd\u52a0<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>\u9805\u76ee<\/th><th>\u8a2d\u5b9a<\/th><\/tr><\/thead><tbody><tr><td><strong>\u30e2\u30c7\u30eb\u540d<\/strong><\/td><td><code>Bonsai-8B<\/code><\/td><\/tr><tr><td><strong>API\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8<\/strong><\/td><td><code>https:\/\/\u2605\u2605.gogogogogogogogogogogo5555555555.uk\/v<\/code>1\/chat\/completions<\/td><\/tr><tr><td><strong>\u30e2\u30c7\u30ebID<\/strong><\/td><td><code>Bonsai-8B-Q1_0.gguf<\/code><\/td><\/tr><tr><td><strong>API\u30ad\u30fc<\/strong><\/td><td><code>my-bonsai-api<\/code><\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">\u6ce8\u610f\uff1a\u30d7\u30e9\u30b0\u30a4\u30f3\u3068\u306e\u76f8\u6027<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">TypingMind\u306e\u9ad8\u5ea6\u306a\u30d7\u30e9\u30b0\u30a4\u30f3\uff08Web\u691c\u7d22\u3001\u753b\u50cf\u751f\u6210\u306a\u3069\uff09\u306fFunction Calling\u3092\u4f7f\u3044\u307e\u3059\u304c\u3001Bonsai 8B\u3067\u306f<strong>\u5b8c\u5168\u306b\u30b5\u30dd\u30fc\u30c8\u3055\u308c\u3066\u3044\u306a\u3044\u5834\u5408<\/strong>\u304c\u3042\u308a\u307e\u3059\u3002<code>--jinja<\/code>\u30aa\u30d7\u30b7\u30e7\u30f3\u3067\u6539\u5584\u3055\u308c\u307e\u3059\u304c\u3001\u5b8c\u5168\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u79c1\u306e\u4f7f\u3044\u5206\u3051\u306f\u4ee5\u4e0b\u306e\u901a\u308a\u3067\u3059\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>\u7528\u9014<\/th><th>\u30e2\u30c7\u30eb<\/th><\/tr><\/thead><tbody><tr><td>\u65e5\u5e38\u30c1\u30e3\u30c3\u30c8\u30fb\u30ed\u30fc\u30ab\u30eb\u51e6\u7406<\/td><td>Bonsai 8B\uff08\u7121\u6599\u30fb\u30d7\u30e9\u30a4\u30d9\u30fc\u30c8\uff09<\/td><\/tr><tr><td>\u30d7\u30e9\u30b0\u30a4\u30f3\u304c\u5fc5\u8981\u306a\u30bf\u30b9\u30af<\/td><td>Gemini\uff08\u7121\u6599\u67a0\uff09\/MIMO\uff08\u6709\u6599\uff09<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\uff18\uff0e\u5b9f\u884c\u7d50\u679c\u3068\u6240\u611f<\/h2>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>\u9805\u76ee<\/th><th>\u7d50\u679c<\/th><\/tr><\/thead><tbody><tr><td><strong>\u30e2\u30c7\u30eb\u30b5\u30a4\u30ba<\/strong><\/td><td>1.15GB<\/td><\/tr><tr><td><strong>\u30b9\u30ec\u30c3\u30c9\u6570<\/strong><\/td><td>8\uff08\u7269\u7406\u30b3\u30a2\u6570\u306b\u56fa\u5b9a\uff09<\/td><\/tr><tr><td><strong>\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8<\/strong><\/td><td>8,192\u30c8\u30fc\u30af\u30f3<\/td><\/tr><tr><td><strong>\u5fc5\u8981\u30e1\u30e2\u30ea<\/strong><\/td><td>\u7d042.5GB<\/td><\/tr><tr><td><strong>\u30ec\u30b9\u30dd\u30f3\u30b9<\/strong><\/td><td>CPU\u3067\u3082\u5341\u5206\u4f7f\u3048\u308b\u901f\u5ea6\uff0815t\/s\uff09<\/td><\/tr><tr><td><strong>\u5916\u90e8\u30a2\u30af\u30bb\u30b9<\/strong><\/td><td>\u2705 Cloudflare Tunnel\u7d4c\u7531\u3067\u52d5\u4f5c<\/td><\/tr><tr><td><strong>TypingMind\u9023\u643a<\/strong><\/td><td>\u2705 \u30ab\u30b9\u30bf\u30e0\u30e2\u30c7\u30eb\u3068\u3057\u3066\u8a8d\u8b58<\/td><\/tr><tr><td><strong>\u81ea\u52d5\u8d77\u52d5<\/strong><\/td><td>\u2705 \u30bf\u30b9\u30af\u30b9\u30b1\u30b8\u30e5\u30fc\u30e9 + Windows\u30b5\u30fc\u30d3\u30b9<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u6b63\u76f4\u306a\u611f\u60f3\uff1a<strong>\u300cGPU\u306a\u3057\u3067\u3082\u30ed\u30fc\u30ab\u30ebLLM\u306f\u52d5\u304f\u3093\u3060\u300d<\/strong>&nbsp;\u3068\u9a5a\u304d\u307e\u3057\u305f\u30021\u30d3\u30c3\u30c8\u91cf\u5b50\u5316\u306e\u7cbe\u5ea6\u306f\u3001\u65e5\u5e38\u7684\u306a\u30c1\u30e3\u30c3\u30c8\u3084\u7c21\u6f54\u306a\u30bf\u30b9\u30af\u306a\u3089\u554f\u984c\u306a\u304f\u4f7f\u3048\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Cloudflare Tunnel\u3068\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001\u81ea\u5b85\u306ePC\u3092API\u30b5\u30fc\u30d0\u30fc\u3068\u3057\u3066\u4f7f\u3044\u3001\u30b9\u30de\u30db\u3084\u30bf\u30d6\u30ec\u30c3\u30c8\u304b\u3089\u3082\u30a2\u30af\u30bb\u30b9\u3067\u304d\u308b\u306e\u306f\u304b\u306a\u308a\u4fbf\u5229\u3067\u3059\u3002API\u8cbb\u7528\u3082\u30bc\u30ed\u3067\u3059\u3057\u3001\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u3082\u78ba\u4fdd\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"538\" height=\"1024\" src=\"https:\/\/b-blog.gogogogogogogogogogo5555555555.uk\/wp-content\/uploads\/2026\/07\/1000070710-538x1024.jpg\" alt=\"\" class=\"wp-image-670\" style=\"aspect-ratio:0.5254027261462205;width:287px;height:auto\" srcset=\"https:\/\/b-blog.gogogogogogogogogogo5555555555.uk\/wp-content\/uploads\/2026\/07\/1000070710-538x1024.jpg 538w, https:\/\/b-blog.gogogogogogogogogogo5555555555.uk\/wp-content\/uploads\/2026\/07\/1000070710-158x300.jpg 158w, https:\/\/b-blog.gogogogogogogogogogo5555555555.uk\/wp-content\/uploads\/2026\/07\/1000070710-768x1462.jpg 768w, https:\/\/b-blog.gogogogogogogogogogo5555555555.uk\/wp-content\/uploads\/2026\/07\/1000070710-807x1536.jpg 807w, https:\/\/b-blog.gogogogogogogogogogo5555555555.uk\/wp-content\/uploads\/2026\/07\/1000070710-1076x2048.jpg 1076w, https:\/\/b-blog.gogogogogogogogogogo5555555555.uk\/wp-content\/uploads\/2026\/07\/1000070710-600x1142.jpg 600w, https:\/\/b-blog.gogogogogogogogogogo5555555555.uk\/wp-content\/uploads\/2026\/07\/1000070710.jpg 1220w\" sizes=\"auto, (max-width: 538px) 100vw, 538px\" \/><\/figure>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\u307e\u3068\u3081<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">1-bit Bonsai\u306f\u3001GPU\u306a\u3057\u306e\u74b0\u5883\u3067\u3082\u30ed\u30fc\u30ab\u30ebLLM\u3092\u5b9f\u7528\u7684\u306b\u52d5\u304b\u305b\u308b\u753b\u671f\u7684\u306a\u30e2\u30c7\u30eb\u3067\u3059\u3002Cloudflare Tunnel\u3068TypingMind\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001\u30c1\u30e3\u30c3\u30c8UI\u304b\u3089\u5916\u90e8\u30a2\u30af\u30bb\u30b9\u307e\u3067\u3001\u624b\u8efd\u306a\u30d7\u30e9\u30a4\u30d9\u30fc\u30c8AI\u74b0\u5883\u304c\u69cb\u7bc9\u3067\u304d\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u300c\u30ed\u30fc\u30ab\u30ebLLM\u3092\u52d5\u304b\u3057\u305f\u3044\u3051\u3069\u3001GPU\u306a\u3044\u3057\u7121\u7406\u304b\u306a\u30fc\u3002\u307e\u3058\u30e1\u30e2\u30ea\u9ad8\u3059\u304e\u300d \u305a\u3063\u3068\u305d\u3046\u601d\u3063\u3066\u3044\u307e\u3057\u305f\u3002\u3057\u304b\u3057\u3001\u6700\u8fd1\u767b\u5834\u3057\u305f1-bit Bonsai 8B\u3068\u3044\u3046\u30e2\u30c7\u30eb\u306b\u51fa\u4f1a\u3063\u3066\u3001\u72b6\u6cc1\u304c\u5909\u308f\u308a&hellip; <a class=\"more-link\" href=\"https:\/\/b-blog.gogogogogogogogogogo5555555555.uk\/?p=661\">(more)<\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"wpai_generated_summary":"","footnotes":""},"categories":[25],"tags":[],"class_list":["post-661","post","type-post","status-publish","format-standard","hentry","category-ai"],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 5.0.0.1 - aioseo.com -->\n\t<meta name=\"description\" content=\"\u300c\u30ed\u30fc\u30ab\u30ebLLM\u3092\u52d5\u304b\u3057\u305f\u3044\u3051\u3069\u3001GPU\u306a\u3044\u3057\u7121\u7406\u304b\u306a\u30fc\u3002\u307e\u3058\u30e1\u30e2\u30ea\u9ad8\u3059\u304e\u300d \u305a\u3063\u3068\u305d\u3046\u601d\u3063\u3066\u3044\u307e\u3057\u305f\u3002\u3057\u304b\u3057\" \/>\n\t<meta name=\"robots\" content=\"max-image-preview:large\" \/>\n\t<meta name=\"author\" content=\"\u3054\u30fc\u3069\u3093\"\/>\n\t<meta name=\"msvalidate.01\" content=\"79b3b65b60614dd48cb2599f2e88534f\" \/>\n\t<link rel=\"canonical\" href=\"https:\/\/b-blog.gogogogogogogogogogo5555555555.uk\/?p=661\" \/>\n\t<meta name=\"generator\" content=\"All in One SEO (AIOSEO) 5.0.0.1\" \/>\n\t\t<meta property=\"og:locale\" content=\"ja_JP\" \/>\n\t\t<meta property=\"og:site_name\" content=\"\u8ca7\u4e4f\u6687\u306a\u3057B\u578b\u30d6\u30ed\u30b0 - \u5f79\u306b\u7acb\u3061\u305d\u3046\u306a\u3053\u3068\u3092\u6c17\u306e\u5411\u304f\u307e\u307e\" \/>\n\t\t<meta property=\"og:type\" content=\"article\" \/>\n\t\t<meta property=\"og:title\" content=\"1-bit Bonsai\u3067\u30ed\u30fc\u30ab\u30ebLLM\u74b0\u5883\u3092\u69cb\u7bc9\uff01Cloudflare Tunnel\u3067\u5916\u90e8\u30a2\u30af\u30bb\u30b9\uff06TypingMind\u9023\u643a\u307e\u3067\u3084\u3063\u3066\u307f\u305f - \u8ca7\u4e4f\u6687\u306a\u3057B\u578b\u30d6\u30ed\u30b0\" \/>\n\t\t<meta property=\"og:description\" content=\"\u300c\u30ed\u30fc\u30ab\u30ebLLM\u3092\u52d5\u304b\u3057\u305f\u3044\u3051\u3069\u3001GPU\u306a\u3044\u3057\u7121\u7406\u304b\u306a\u30fc\u3002\u307e\u3058\u30e1\u30e2\u30ea\u9ad8\u3059\u304e\u300d \u305a\u3063\u3068\u305d\u3046\u601d\u3063\u3066\u3044\u307e\u3057\u305f\u3002\u3057\u304b\u3057\" \/>\n\t\t<meta property=\"og:url\" content=\"https:\/\/b-blog.gogogogogogogogogogo5555555555.uk\/?p=661\" \/>\n\t\t<meta property=\"og:image\" content=\"https:\/\/b-blog.gogogogogogogogogogo5555555555.uk\/wp-content\/uploads\/2026\/06\/20260627_154058.jpg\" \/>\n\t\t<meta property=\"og:image:secure_url\" content=\"https:\/\/b-blog.gogogogogogogogogogo5555555555.uk\/wp-content\/uploads\/2026\/06\/20260627_154058.jpg\" \/>\n\t\t<meta property=\"og:image:width\" content=\"360\" \/>\n\t\t<meta property=\"og:image:height\" content=\"360\" \/>\n\t\t<meta property=\"article:published_time\" content=\"2026-07-12T10:10:02+00:00\" \/>\n\t\t<meta property=\"article:modified_time\" content=\"2026-07-18T04:51:22+00:00\" \/>\n\t\t<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n\t\t<meta name=\"twitter:site\" content=\"@hfduohsfu342542\" \/>\n\t\t<meta name=\"twitter:title\" content=\"1-bit Bonsai\u3067\u30ed\u30fc\u30ab\u30ebLLM\u74b0\u5883\u3092\u69cb\u7bc9\uff01Cloudflare Tunnel\u3067\u5916\u90e8\u30a2\u30af\u30bb\u30b9\uff06TypingMind\u9023\u643a\u307e\u3067\u3084\u3063\u3066\u307f\u305f - \u8ca7\u4e4f\u6687\u306a\u3057B\u578b\u30d6\u30ed\u30b0\" \/>\n\t\t<meta name=\"twitter:description\" content=\"\u300c\u30ed\u30fc\u30ab\u30ebLLM\u3092\u52d5\u304b\u3057\u305f\u3044\u3051\u3069\u3001GPU\u306a\u3044\u3057\u7121\u7406\u304b\u306a\u30fc\u3002\u307e\u3058\u30e1\u30e2\u30ea\u9ad8\u3059\u304e\u300d \u305a\u3063\u3068\u305d\u3046\u601d\u3063\u3066\u3044\u307e\u3057\u305f\u3002\u3057\u304b\u3057\" \/>\n\t\t<meta name=\"twitter:creator\" content=\"@hfduohsfu342542\" \/>\n\t\t<meta name=\"twitter:image\" content=\"https:\/\/b-blog.gogogogogogogogogogo5555555555.uk\/wp-content\/uploads\/2026\/06\/20260627_154058.jpg\" \/>\n\t\t<script type=\"application\/ld+json\" class=\"aioseo-schema\">\n\t\t\t{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"BlogPosting\",\"@id\":\"https:\\\/\\\/b-blog.gogogogogogogogogogo5555555555.uk\\\/?p=661#blogposting\",\"name\":\"1-bit Bonsai\\u3067\\u30ed\\u30fc\\u30ab\\u30ebLLM\\u74b0\\u5883\\u3092\\u69cb\\u7bc9\\uff01Cloudflare Tunnel\\u3067\\u5916\\u90e8\\u30a2\\u30af\\u30bb\\u30b9\\uff06TypingMind\\u9023\\u643a\\u307e\\u3067\\u3084\\u3063\\u3066\\u307f\\u305f - \\u8ca7\\u4e4f\\u6687\\u306a\\u3057B\\u578b\\u30d6\\u30ed\\u30b0\",\"headline\":\"1-bit Bonsai\\u3067\\u30ed\\u30fc\\u30ab\\u30ebLLM\\u74b0\\u5883\\u3092\\u69cb\\u7bc9\\uff01Cloudflare Tunnel\\u3067\\u5916\\u90e8\\u30a2\\u30af\\u30bb\\u30b9\\uff06TypingMind\\u9023\\u643a\\u307e\\u3067\\u3084\\u3063\\u3066\\u307f\\u305f\",\"author\":{\"@id\":\"https:\\\/\\\/b-blog.gogogogogogogogogogo5555555555.uk\\\/?author=1#author\"},\"publisher\":{\"@id\":\"https:\\\/\\\/b-blog.gogogogogogogogogogo5555555555.uk\\\/#person\"},\"image\":{\"@type\":\"ImageObject\",\"url\":\"https:\\\/\\\/b-blog.gogogogogogogogogogo5555555555.uk\\\/wp-content\\\/uploads\\\/2026\\\/07\\\/1000070712.png\",\"@id\":\"https:\\\/\\\/b-blog.gogogogogogogogogogo5555555555.uk\\\/?p=661\\\/#articleImage\",\"width\":1242,\"height\":487},\"datePublished\":\"2026-07-12T19:10:02+09:00\",\"dateModified\":\"2026-07-18T13:51:22+09:00\",\"inLanguage\":\"ja\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/b-blog.gogogogogogogogogogo5555555555.uk\\\/?p=661#webpage\"},\"isPartOf\":{\"@id\":\"https:\\\/\\\/b-blog.gogogogogogogogogogo5555555555.uk\\\/?p=661#webpage\"},\"articleSection\":\"AI\\u30fb\\u81ea\\u52d5\\u5316\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/b-blog.gogogogogogogogogogo5555555555.uk\\\/?p=661#breadcrumblist\",\"itemListElement\":[{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/b-blog.gogogogogogogogogogo5555555555.uk#listItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/b-blog.gogogogogogogogogogo5555555555.uk\",\"nextItem\":{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/b-blog.gogogogogogogogogogo5555555555.uk\\\/?cat=25#listItem\",\"name\":\"AI\\u30fb\\u81ea\\u52d5\\u5316\"}},{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/b-blog.gogogogogogogogogogo5555555555.uk\\\/?cat=25#listItem\",\"position\":2,\"name\":\"AI\\u30fb\\u81ea\\u52d5\\u5316\",\"item\":\"https:\\\/\\\/b-blog.gogogogogogogogogogo5555555555.uk\\\/?cat=25\",\"nextItem\":{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/b-blog.gogogogogogogogogogo5555555555.uk\\\/?p=661#listItem\",\"name\":\"1-bit Bonsai\\u3067\\u30ed\\u30fc\\u30ab\\u30ebLLM\\u74b0\\u5883\\u3092\\u69cb\\u7bc9\\uff01Cloudflare Tunnel\\u3067\\u5916\\u90e8\\u30a2\\u30af\\u30bb\\u30b9\\uff06TypingMind\\u9023\\u643a\\u307e\\u3067\\u3084\\u3063\\u3066\\u307f\\u305f\"},\"previousItem\":{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/b-blog.gogogogogogogogogogo5555555555.uk#listItem\",\"name\":\"Home\"}},{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/b-blog.gogogogogogogogogogo5555555555.uk\\\/?p=661#listItem\",\"position\":3,\"name\":\"1-bit Bonsai\\u3067\\u30ed\\u30fc\\u30ab\\u30ebLLM\\u74b0\\u5883\\u3092\\u69cb\\u7bc9\\uff01Cloudflare Tunnel\\u3067\\u5916\\u90e8\\u30a2\\u30af\\u30bb\\u30b9\\uff06TypingMind\\u9023\\u643a\\u307e\\u3067\\u3084\\u3063\\u3066\\u307f\\u305f\",\"previousItem\":{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/b-blog.gogogogogogogogogogo5555555555.uk\\\/?cat=25#listItem\",\"name\":\"AI\\u30fb\\u81ea\\u52d5\\u5316\"}}]},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/b-blog.gogogogogogogogogogo5555555555.uk\\\/#person\",\"name\":\"\\u3054\\u30fc\\u3069\\u3093\",\"image\":{\"@type\":\"ImageObject\",\"@id\":\"https:\\\/\\\/b-blog.gogogogogogogogogogo5555555555.uk\\\/?p=661#personImage\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/64372bd18a1093f69bd7819ed7fae62c99cb108f1462f7f5223b72a104ff8dc8?s=96&d=mm&r=g\",\"width\":96,\"height\":96,\"caption\":\"\\u3054\\u30fc\\u3069\\u3093\"}},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/b-blog.gogogogogogogogogogo5555555555.uk\\\/?author=1#author\",\"url\":\"https:\\\/\\\/b-blog.gogogogogogogogogogo5555555555.uk\\\/?author=1\",\"name\":\"\\u3054\\u30fc\\u3069\\u3093\",\"image\":{\"@type\":\"ImageObject\",\"@id\":\"https:\\\/\\\/b-blog.gogogogogogogogogogo5555555555.uk\\\/?p=661#authorImage\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/64372bd18a1093f69bd7819ed7fae62c99cb108f1462f7f5223b72a104ff8dc8?s=96&d=mm&r=g\",\"width\":96,\"height\":96,\"caption\":\"\\u3054\\u30fc\\u3069\\u3093\"}},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/b-blog.gogogogogogogogogogo5555555555.uk\\\/?p=661#webpage\",\"url\":\"https:\\\/\\\/b-blog.gogogogogogogogogogo5555555555.uk\\\/?p=661\",\"name\":\"1-bit Bonsai\\u3067\\u30ed\\u30fc\\u30ab\\u30ebLLM\\u74b0\\u5883\\u3092\\u69cb\\u7bc9\\uff01Cloudflare Tunnel\\u3067\\u5916\\u90e8\\u30a2\\u30af\\u30bb\\u30b9\\uff06TypingMind\\u9023\\u643a\\u307e\\u3067\\u3084\\u3063\\u3066\\u307f\\u305f - \\u8ca7\\u4e4f\\u6687\\u306a\\u3057B\\u578b\\u30d6\\u30ed\\u30b0\",\"description\":\"\\u300c\\u30ed\\u30fc\\u30ab\\u30ebLLM\\u3092\\u52d5\\u304b\\u3057\\u305f\\u3044\\u3051\\u3069\\u3001GPU\\u306a\\u3044\\u3057\\u7121\\u7406\\u304b\\u306a\\u30fc\\u3002\\u307e\\u3058\\u30e1\\u30e2\\u30ea\\u9ad8\\u3059\\u304e\\u300d \\u305a\\u3063\\u3068\\u305d\\u3046\\u601d\\u3063\\u3066\\u3044\\u307e\\u3057\\u305f\\u3002\\u3057\\u304b\\u3057\",\"inLanguage\":\"ja\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/b-blog.gogogogogogogogogogo5555555555.uk\\\/#website\"},\"breadcrumb\":{\"@id\":\"https:\\\/\\\/b-blog.gogogogogogogogogogo5555555555.uk\\\/?p=661#breadcrumblist\"},\"author\":{\"@id\":\"https:\\\/\\\/b-blog.gogogogogogogogogogo5555555555.uk\\\/?author=1#author\"},\"creator\":{\"@id\":\"https:\\\/\\\/b-blog.gogogogogogogogogogo5555555555.uk\\\/?author=1#author\"},\"datePublished\":\"2026-07-12T19:10:02+09:00\",\"dateModified\":\"2026-07-18T13:51:22+09:00\"},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/b-blog.gogogogogogogogogogo5555555555.uk\\\/#website\",\"url\":\"https:\\\/\\\/b-blog.gogogogogogogogogogo5555555555.uk\\\/\",\"name\":\"\\u8ca7\\u4e4f\\u6687\\u306a\\u3057B\\u578b\\u30d6\\u30ed\\u30b0\",\"description\":\"\\u5f79\\u306b\\u7acb\\u3061\\u305d\\u3046\\u306a\\u3053\\u3068\\u3092\\u6c17\\u306e\\u5411\\u304f\\u307e\\u307e\",\"inLanguage\":\"ja\",\"publisher\":{\"@id\":\"https:\\\/\\\/b-blog.gogogogogogogogogogo5555555555.uk\\\/#person\"}}]}\n\t\t<\/script>\n\t\t<!-- All in One SEO -->\n\n","aioseo_head_json":{"title":"1-bit Bonsai\u3067\u30ed\u30fc\u30ab\u30ebLLM\u74b0\u5883\u3092\u69cb\u7bc9\uff01Cloudflare Tunnel\u3067\u5916\u90e8\u30a2\u30af\u30bb\u30b9\uff06TypingMind\u9023\u643a\u307e\u3067\u3084\u3063\u3066\u307f\u305f - \u8ca7\u4e4f\u6687\u306a\u3057B\u578b\u30d6\u30ed\u30b0","description":"\u300c\u30ed\u30fc\u30ab\u30ebLLM\u3092\u52d5\u304b\u3057\u305f\u3044\u3051\u3069\u3001GPU\u306a\u3044\u3057\u7121\u7406\u304b\u306a\u30fc\u3002\u307e\u3058\u30e1\u30e2\u30ea\u9ad8\u3059\u304e\u300d \u305a\u3063\u3068\u305d\u3046\u601d\u3063\u3066\u3044\u307e\u3057\u305f\u3002\u3057\u304b\u3057","canonical_url":"https:\/\/b-blog.gogogogogogogogogogo5555555555.uk\/?p=661","robots":"max-image-preview:large","keywords":"","webmasterTools":{"msvalidate.01":"79b3b65b60614dd48cb2599f2e88534f","miscellaneous":""},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"BlogPosting","@id":"https:\/\/b-blog.gogogogogogogogogogo5555555555.uk\/?p=661#blogposting","name":"1-bit Bonsai\u3067\u30ed\u30fc\u30ab\u30ebLLM\u74b0\u5883\u3092\u69cb\u7bc9\uff01Cloudflare Tunnel\u3067\u5916\u90e8\u30a2\u30af\u30bb\u30b9\uff06TypingMind\u9023\u643a\u307e\u3067\u3084\u3063\u3066\u307f\u305f - \u8ca7\u4e4f\u6687\u306a\u3057B\u578b\u30d6\u30ed\u30b0","headline":"1-bit Bonsai\u3067\u30ed\u30fc\u30ab\u30ebLLM\u74b0\u5883\u3092\u69cb\u7bc9\uff01Cloudflare Tunnel\u3067\u5916\u90e8\u30a2\u30af\u30bb\u30b9\uff06TypingMind\u9023\u643a\u307e\u3067\u3084\u3063\u3066\u307f\u305f","author":{"@id":"https:\/\/b-blog.gogogogogogogogogogo5555555555.uk\/?author=1#author"},"publisher":{"@id":"https:\/\/b-blog.gogogogogogogogogogo5555555555.uk\/#person"},"image":{"@type":"ImageObject","url":"https:\/\/b-blog.gogogogogogogogogogo5555555555.uk\/wp-content\/uploads\/2026\/07\/1000070712.png","@id":"https:\/\/b-blog.gogogogogogogogogogo5555555555.uk\/?p=661\/#articleImage","width":1242,"height":487},"datePublished":"2026-07-12T19:10:02+09:00","dateModified":"2026-07-18T13:51:22+09:00","inLanguage":"ja","mainEntityOfPage":{"@id":"https:\/\/b-blog.gogogogogogogogogogo5555555555.uk\/?p=661#webpage"},"isPartOf":{"@id":"https:\/\/b-blog.gogogogogogogogogogo5555555555.uk\/?p=661#webpage"},"articleSection":"AI\u30fb\u81ea\u52d5\u5316"},{"@type":"BreadcrumbList","@id":"https:\/\/b-blog.gogogogogogogogogogo5555555555.uk\/?p=661#breadcrumblist","itemListElement":[{"@type":"ListItem","@id":"https:\/\/b-blog.gogogogogogogogogogo5555555555.uk#listItem","position":1,"name":"Home","item":"https:\/\/b-blog.gogogogogogogogogogo5555555555.uk","nextItem":{"@type":"ListItem","@id":"https:\/\/b-blog.gogogogogogogogogogo5555555555.uk\/?cat=25#listItem","name":"AI\u30fb\u81ea\u52d5\u5316"}},{"@type":"ListItem","@id":"https:\/\/b-blog.gogogogogogogogogogo5555555555.uk\/?cat=25#listItem","position":2,"name":"AI\u30fb\u81ea\u52d5\u5316","item":"https:\/\/b-blog.gogogogogogogogogogo5555555555.uk\/?cat=25","nextItem":{"@type":"ListItem","@id":"https:\/\/b-blog.gogogogogogogogogogo5555555555.uk\/?p=661#listItem","name":"1-bit Bonsai\u3067\u30ed\u30fc\u30ab\u30ebLLM\u74b0\u5883\u3092\u69cb\u7bc9\uff01Cloudflare Tunnel\u3067\u5916\u90e8\u30a2\u30af\u30bb\u30b9\uff06TypingMind\u9023\u643a\u307e\u3067\u3084\u3063\u3066\u307f\u305f"},"previousItem":{"@type":"ListItem","@id":"https:\/\/b-blog.gogogogogogogogogogo5555555555.uk#listItem","name":"Home"}},{"@type":"ListItem","@id":"https:\/\/b-blog.gogogogogogogogogogo5555555555.uk\/?p=661#listItem","position":3,"name":"1-bit Bonsai\u3067\u30ed\u30fc\u30ab\u30ebLLM\u74b0\u5883\u3092\u69cb\u7bc9\uff01Cloudflare Tunnel\u3067\u5916\u90e8\u30a2\u30af\u30bb\u30b9\uff06TypingMind\u9023\u643a\u307e\u3067\u3084\u3063\u3066\u307f\u305f","previousItem":{"@type":"ListItem","@id":"https:\/\/b-blog.gogogogogogogogogogo5555555555.uk\/?cat=25#listItem","name":"AI\u30fb\u81ea\u52d5\u5316"}}]},{"@type":"Person","@id":"https:\/\/b-blog.gogogogogogogogogogo5555555555.uk\/#person","name":"\u3054\u30fc\u3069\u3093","image":{"@type":"ImageObject","@id":"https:\/\/b-blog.gogogogogogogogogogo5555555555.uk\/?p=661#personImage","url":"https:\/\/secure.gravatar.com\/avatar\/64372bd18a1093f69bd7819ed7fae62c99cb108f1462f7f5223b72a104ff8dc8?s=96&d=mm&r=g","width":96,"height":96,"caption":"\u3054\u30fc\u3069\u3093"}},{"@type":"Person","@id":"https:\/\/b-blog.gogogogogogogogogogo5555555555.uk\/?author=1#author","url":"https:\/\/b-blog.gogogogogogogogogogo5555555555.uk\/?author=1","name":"\u3054\u30fc\u3069\u3093","image":{"@type":"ImageObject","@id":"https:\/\/b-blog.gogogogogogogogogogo5555555555.uk\/?p=661#authorImage","url":"https:\/\/secure.gravatar.com\/avatar\/64372bd18a1093f69bd7819ed7fae62c99cb108f1462f7f5223b72a104ff8dc8?s=96&d=mm&r=g","width":96,"height":96,"caption":"\u3054\u30fc\u3069\u3093"}},{"@type":"WebPage","@id":"https:\/\/b-blog.gogogogogogogogogogo5555555555.uk\/?p=661#webpage","url":"https:\/\/b-blog.gogogogogogogogogogo5555555555.uk\/?p=661","name":"1-bit Bonsai\u3067\u30ed\u30fc\u30ab\u30ebLLM\u74b0\u5883\u3092\u69cb\u7bc9\uff01Cloudflare Tunnel\u3067\u5916\u90e8\u30a2\u30af\u30bb\u30b9\uff06TypingMind\u9023\u643a\u307e\u3067\u3084\u3063\u3066\u307f\u305f - \u8ca7\u4e4f\u6687\u306a\u3057B\u578b\u30d6\u30ed\u30b0","description":"\u300c\u30ed\u30fc\u30ab\u30ebLLM\u3092\u52d5\u304b\u3057\u305f\u3044\u3051\u3069\u3001GPU\u306a\u3044\u3057\u7121\u7406\u304b\u306a\u30fc\u3002\u307e\u3058\u30e1\u30e2\u30ea\u9ad8\u3059\u304e\u300d \u305a\u3063\u3068\u305d\u3046\u601d\u3063\u3066\u3044\u307e\u3057\u305f\u3002\u3057\u304b\u3057","inLanguage":"ja","isPartOf":{"@id":"https:\/\/b-blog.gogogogogogogogogogo5555555555.uk\/#website"},"breadcrumb":{"@id":"https:\/\/b-blog.gogogogogogogogogogo5555555555.uk\/?p=661#breadcrumblist"},"author":{"@id":"https:\/\/b-blog.gogogogogogogogogogo5555555555.uk\/?author=1#author"},"creator":{"@id":"https:\/\/b-blog.gogogogogogogogogogo5555555555.uk\/?author=1#author"},"datePublished":"2026-07-12T19:10:02+09:00","dateModified":"2026-07-18T13:51:22+09:00"},{"@type":"WebSite","@id":"https:\/\/b-blog.gogogogogogogogogogo5555555555.uk\/#website","url":"https:\/\/b-blog.gogogogogogogogogogo5555555555.uk\/","name":"\u8ca7\u4e4f\u6687\u306a\u3057B\u578b\u30d6\u30ed\u30b0","description":"\u5f79\u306b\u7acb\u3061\u305d\u3046\u306a\u3053\u3068\u3092\u6c17\u306e\u5411\u304f\u307e\u307e","inLanguage":"ja","publisher":{"@id":"https:\/\/b-blog.gogogogogogogogogogo5555555555.uk\/#person"}}]},"og:locale":"ja_JP","og:site_name":"\u8ca7\u4e4f\u6687\u306a\u3057B\u578b\u30d6\u30ed\u30b0 - \u5f79\u306b\u7acb\u3061\u305d\u3046\u306a\u3053\u3068\u3092\u6c17\u306e\u5411\u304f\u307e\u307e","og:type":"article","og:title":"1-bit Bonsai\u3067\u30ed\u30fc\u30ab\u30ebLLM\u74b0\u5883\u3092\u69cb\u7bc9\uff01Cloudflare Tunnel\u3067\u5916\u90e8\u30a2\u30af\u30bb\u30b9\uff06TypingMind\u9023\u643a\u307e\u3067\u3084\u3063\u3066\u307f\u305f - \u8ca7\u4e4f\u6687\u306a\u3057B\u578b\u30d6\u30ed\u30b0","og:description":"\u300c\u30ed\u30fc\u30ab\u30ebLLM\u3092\u52d5\u304b\u3057\u305f\u3044\u3051\u3069\u3001GPU\u306a\u3044\u3057\u7121\u7406\u304b\u306a\u30fc\u3002\u307e\u3058\u30e1\u30e2\u30ea\u9ad8\u3059\u304e\u300d \u305a\u3063\u3068\u305d\u3046\u601d\u3063\u3066\u3044\u307e\u3057\u305f\u3002\u3057\u304b\u3057","og:url":"https:\/\/b-blog.gogogogogogogogogogo5555555555.uk\/?p=661","og:image":"https:\/\/b-blog.gogogogogogogogogogo5555555555.uk\/wp-content\/uploads\/2026\/06\/20260627_154058.jpg","og:image:secure_url":"https:\/\/b-blog.gogogogogogogogogogo5555555555.uk\/wp-content\/uploads\/2026\/06\/20260627_154058.jpg","og:image:width":360,"og:image:height":360,"article:published_time":"2026-07-12T10:10:02+00:00","article:modified_time":"2026-07-18T04:51:22+00:00","twitter:card":"summary_large_image","twitter:site":"@hfduohsfu342542","twitter:title":"1-bit Bonsai\u3067\u30ed\u30fc\u30ab\u30ebLLM\u74b0\u5883\u3092\u69cb\u7bc9\uff01Cloudflare Tunnel\u3067\u5916\u90e8\u30a2\u30af\u30bb\u30b9\uff06TypingMind\u9023\u643a\u307e\u3067\u3084\u3063\u3066\u307f\u305f - \u8ca7\u4e4f\u6687\u306a\u3057B\u578b\u30d6\u30ed\u30b0","twitter:description":"\u300c\u30ed\u30fc\u30ab\u30ebLLM\u3092\u52d5\u304b\u3057\u305f\u3044\u3051\u3069\u3001GPU\u306a\u3044\u3057\u7121\u7406\u304b\u306a\u30fc\u3002\u307e\u3058\u30e1\u30e2\u30ea\u9ad8\u3059\u304e\u300d \u305a\u3063\u3068\u305d\u3046\u601d\u3063\u3066\u3044\u307e\u3057\u305f\u3002\u3057\u304b\u3057","twitter:creator":"@hfduohsfu342542","twitter:image":"https:\/\/b-blog.gogogogogogogogogogo5555555555.uk\/wp-content\/uploads\/2026\/06\/20260627_154058.jpg"},"aioseo_meta_data":{"post_id":"661","title":null,"description":null,"keywords":null,"keyphrases":{"focus":[],"additional":[]},"primary_term":null,"canonical_url":null,"og_title":null,"og_description":null,"og_object_type":"default","og_image_type":"default","og_image_custom_url":null,"og_image_custom_fields":null,"og_image_url":null,"og_image_width":null,"og_image_height":null,"og_video":"","og_custom_url":null,"og_article_section":null,"og_article_tags":null,"twitter_use_og":false,"twitter_card":"default","twitter_image_type":"default","twitter_image_custom_url":null,"twitter_image_custom_fields":null,"twitter_image_url":null,"twitter_title":null,"twitter_description":null,"schema_type":"default","schema_type_options":null,"schema":{"blockGraphs":[],"customGraphs":[],"default":{"data":{"Article":[],"Course":[],"Dataset":[],"FAQPage":[],"Movie":[],"Person":[],"Product":[],"ProductReview":[],"Car":[],"Recipe":[],"Service":[],"SoftwareApplication":[],"WebPage":[]},"graphName":"BlogPosting","isEnabled":true},"graphs":[]},"pillar_content":false,"robots_default":true,"robots_noindex":false,"robots_noarchive":false,"robots_nosnippet":false,"robots_nofollow":false,"robots_noimageindex":false,"robots_noodp":false,"robots_notranslate":false,"robots_max_snippet":"-1","robots_max_videopreview":"-1","robots_max_imagepreview":"large","priority":null,"frequency":"default","local_seo":null,"limit_modified_date":false,"ai":{"faqs":[],"keyPoints":[],"schemas":[],"titles":[],"descriptions":[],"socialPosts":{"email":{"subject":"","preview":"","content":""},"linkedin":[],"twitter":[],"facebook":[],"instagram":[]}},"breadcrumb_settings":null,"seo_analyzer_scan_date":null,"created":"2026-07-12 12:46:13","updated":"2026-08-22 07:30:05","focus_keyword":null,"additional_keywords":null,"truseo_locale":null},"aioseo_breadcrumb":"<div class=\"aioseo-breadcrumbs\"><span class=\"aioseo-breadcrumb\">\n\t\t\t<a href=\"https:\/\/b-blog.gogogogogogogogogogo5555555555.uk\" title=\"Home\">Home<\/a>\n\t\t<\/span><span class=\"aioseo-breadcrumb-separator\">&raquo;<\/span><span class=\"aioseo-breadcrumb\">\n\t\t\t<a href=\"https:\/\/b-blog.gogogogogogogogogogo5555555555.uk\/?cat=25\" title=\"AI\u30fb\u81ea\u52d5\u5316\">AI\u30fb\u81ea\u52d5\u5316<\/a>\n\t\t<\/span><span class=\"aioseo-breadcrumb-separator\">&raquo;<\/span><span class=\"aioseo-breadcrumb\">\n\t\t\t1-bit Bonsai\u3067\u30ed\u30fc\u30ab\u30ebLLM\u74b0\u5883\u3092\u69cb\u7bc9\uff01Cloudflare Tunnel\u3067\u5916\u90e8\u30a2\u30af\u30bb\u30b9\uff06TypingMind\u9023\u643a\u307e\u3067\u3084\u3063\u3066\u307f\u305f\n\t\t<\/span><\/div>","aioseo_breadcrumb_json":[{"label":"Home","link":"https:\/\/b-blog.gogogogogogogogogogo5555555555.uk"},{"label":"AI\u30fb\u81ea\u52d5\u5316","link":"https:\/\/b-blog.gogogogogogogogogogo5555555555.uk\/?cat=25"},{"label":"1-bit Bonsai\u3067\u30ed\u30fc\u30ab\u30ebLLM\u74b0\u5883\u3092\u69cb\u7bc9\uff01Cloudflare Tunnel\u3067\u5916\u90e8\u30a2\u30af\u30bb\u30b9\uff06TypingMind\u9023\u643a\u307e\u3067\u3084\u3063\u3066\u307f\u305f","link":"https:\/\/b-blog.gogogogogogogogogogo5555555555.uk\/?p=661"}],"_links":{"self":[{"href":"https:\/\/b-blog.gogogogogogogogogogo5555555555.uk\/index.php?rest_route=\/wp\/v2\/posts\/661","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/b-blog.gogogogogogogogogogo5555555555.uk\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/b-blog.gogogogogogogogogogo5555555555.uk\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/b-blog.gogogogogogogogogogo5555555555.uk\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/b-blog.gogogogogogogogogogo5555555555.uk\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=661"}],"version-history":[{"count":33,"href":"https:\/\/b-blog.gogogogogogogogogogo5555555555.uk\/index.php?rest_route=\/wp\/v2\/posts\/661\/revisions"}],"predecessor-version":[{"id":783,"href":"https:\/\/b-blog.gogogogogogogogogogo5555555555.uk\/index.php?rest_route=\/wp\/v2\/posts\/661\/revisions\/783"}],"wp:attachment":[{"href":"https:\/\/b-blog.gogogogogogogogogogo5555555555.uk\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=661"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/b-blog.gogogogogogogogogogo5555555555.uk\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=661"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/b-blog.gogogogogogogogogogo5555555555.uk\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=661"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}