{"id":2807,"date":"2026-04-07T14:23:57","date_gmt":"2026-04-07T05:23:57","guid":{"rendered":"https:\/\/mindtech.jp\/?p=2807"},"modified":"2026-04-07T14:31:02","modified_gmt":"2026-04-07T05:31:02","slug":"post-2807","status":"publish","type":"post","link":"https:\/\/mindtech.jp\/?p=2807","title":{"rendered":"Minisforum X1 Pro\u3067Lemonade server\u3067\u30ed\u30fc\u30ab\u30ebLLM\u3092\u8a66\u3059"},"content":{"rendered":"\n

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\u4e00\u901a\u308a\u751f\u6d3b\u74b0\u5883\u3092\u6574\u3048\u305f\u5f8c\u3001\u30ed\u30fc\u30ab\u30ebLLM\u3067\u3082\u89e6\u3063\u3066\u307f\u308b\u304b\u3068\u5b9a\u756a\u306eLLM Studio\u3042\u305f\u308a\u3092\u5165\u308c\u3066\u307f\u308b\u306b\u3001\u3042\u307e\u308a\u3046\u307e\u304fNPU\u3092\u4f7f\u3063\u3066\u304f\u308c\u306a\u3044\u3002\u9ad8\u3044Copilot+ PC\u3092\u8cb7\u3063\u305f\u610f\u5473\u304c\u7121\u304f\u306a\u308a\u305d\u3046\u306a\u306e\u3067\u3001\u4ed6\u306e\u9078\u629e\u80a2\u3092\u63a2\u3057\u3066\u307f\u308b\u3068\u3001Windows Foundry<\/a> \u3068 Lemonade server <\/a>\u304c\u76ee\u306b\u3064\u304d\u307e\u3059\u3002\u5f8c\u8005\u306fRyzen CPU\u306eNPU\u3092\u4e0a\u624b\u304f\u4f7f\u3063\u3066\u304f\u308c\u308b\u3089\u3057\u3044\u3068\u306e\u8a55\u304c\u3042\u308a\u3001\u307e\u305a\u306f\u3053\u3061\u3089\u304b\u3089\u3002<\/p>\n\n\n\n

\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u3066\u8d77\u52d5\u3057\u3066\u307f\u308b\u306b\u3001\u753b\u9762\u53f3\u4e0b\u306e\u5e38\u4f4f\u30a8\u30ea\u30a2\u306b\u30a2\u30a4\u30b3\u30f3\u304c\u8868\u793a\u3055\u308c\u308b\u3060\u3051\u306a\u306e\u3067\u3001\u53f3\u30af\u30ea\u30c3\u30af\u3067\u300cOpen Lemonade App\u300d\u306b\u3066\u30a2\u30d7\u30ea\u3092\u8d77\u52d5\u3002\u3053\u3053\u304b\u3089\u8a2d\u5b9a\u3092\u5165\u308c\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n\n\n\n

\"\"<\/figure>\n\n\n\n

\u5404\u30e2\u30c7\u30eb\u540d\u306e\u53f3\u5074\u306b\u3001\u3046\u3063\u3059\u3089\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u30dc\u30bf\u30f3\u304c\u898b\u3048\u308b\u306e\u3067\u3001\u305d\u308c\u3092\u30af\u30ea\u30c3\u30af\u3057\u3066\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3000\uff06\u3000\u30ed\u30fc\u30c7\u30a3\u30f3\u30b0\u3057\u3066\u5229\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002\u53f3\u5074\u306b\u30c1\u30e3\u30c3\u30c8\u30a8\u30ea\u30a2\u304c\u3042\u308b\u306e\u3067\u3001\u305d\u308c\u3067\u6319\u52d5\u3092\u78ba\u8a8d\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n

\"\"<\/figure>\n\n\n\n

\u4e0a\u306e\u6dfb\u4ed8\u306e\u4f8b\u3067\u306f “Qwen2.5-Coder-7B instruct”\u3067\u306e\u4f8b\u3002TPS 8.0\u7a0b\u5ea6\u3067\u3057\u305f\u3002\u8efd\u3081\u306e\u3082\u306e\u304b\u3089\u91cd\u91cf\u7d1a\u307e\u3067\u3055\u307e\u3056\u307e\u306a\u30e2\u30c7\u30eb\u304c\u3042\u308a\u307e\u3059\u304c\u3001\u30e2\u30c7\u30eb\u540d\u304c -NPU \u3067\u7d42\u308f\u3063\u3066\u3044\u308b\u3082\u306e\u306fNPU\u3067\u52d5\u304f\u3088\u3046\u306b\u3001-Hybrid\u3000\u3067\u7d42\u308f\u3063\u3066\u3044\u308b\u3082\u306e\u306f CPU\/iGPU\u3068 NPU\u3092\u3044\u3044\u611f\u3058\u306b\u5272\u308a\u632f\u3063\u3066\u52d5\u3044\u3066\u304f\u308c\u308b\u3088\u3046\u3067\u3059\u3002-NPU\u30e2\u30c7\u30eb\u3092\u30ed\u30fc\u30c9\u3057\u3066\u3001\u4f55\u304b\u9069\u5f53\u306b\u3084\u308a\u53d6\u308a\u3057\u3066\u3044\u308b\u3068\u3001\u30bf\u30b9\u30af\u30de\u30cd\u30fc\u30b8\u30e3\u3067\u898b\u308b\u3068NPU\u4f7f\u7528\u7387\u304c100%\u8fd1\u304f\u307e\u3067\u4e0a\u304c\u3063\u3066\u3044\u304d\u307e\u3059\u3002\u3053\u308c\u3060\u3088\u3001\u3053\u308c\uff01\u3053\u308c\uff01\u3000NVIDIA\u306e\u7206\u71b1GPU\u3092\u4f7f\u3063\u3066\u96fb\u6c17\u30d0\u30ab\u98df\u3044\u3001\u590f\u306f\u707c\u71b1\u5730\u7344\u306e\u7247\u9053\u5207\u7b26\u306e\u3088\u3046\u306aLLM PC\u3068\u6bd4\u8f03\u3059\u308b\u3068\u3001\u4f55\u3068\u7701\u30a8\u30cd\uff06\u30a8\u30ec\u30ac\u30f3\u30c8\u306a\u3093\u3067\u3057\u3087\u3046\u3002<\/p>\n\n\n\n

Visual Studio Code\u3068\u306e\u9023\u643a<\/h2>\n\n\n\n

\u30e2\u30c7\u30eb\u304c\u52d5\u304f\u3053\u3068\u304c\u5206\u304b\u3063\u305f\u306e\u3067\u3001\u6b21\u306b\u5b9f\u7528\u306b\u5411\u3051\u3066\u306e\u74b0\u5883\u306e\u691c\u8a0e\u3068\u306a\u308b\u308f\u3051\u3067\u3059\u304c\u3001\u307e\u305a\u306f\u307f\u3093\u306a\u5927\u597d\u304d VS Code\u3068\u306e\u9023\u643a\u3067\u3059\u3002\u30b0\u30b0\u3063\u3066\u307f\u308b\u3068\u300cAI Toolkit for VS Code\u304c\u3048\u3048\u3067\u300d\u3068\u3044\u3046\u8a18\u4e8b\u3092\u898b\u304b\u3051\u3066\u8a66\u3057\u3066\u307f\u305f\u306e\u3067\u3059\u304c\u3001\u7d50\u8ad6\u304b\u3089\u8a00\u3046\u3068\u30cf\u30de\u308a\u307e\u3057\u305f\u3002\u547c\u3073\u51fa\u3057\u5148\u306e\u5f62\u5f0f\u304c OpenAI API\u3068\u540c\u3058\u5f62\u5f0f\u306b\u3068\u3044\u3046\u306e\u306f\u826f\u3044\u306e\u3060\u304c\u3001 http:localhost:8000\/v1 \u3068 \/v1 \u3092\u4ed8\u3051\u308b\u306e\u304c\u6b63\u3057\u3044\u306e\u304b\u3001\u7121\u3044\u306e\u304c\u6b63\u89e3\u306a\u306e\u304b\u304c\u826f\u304f\u308f\u304b\u3089\u305a\u3001\u3044\u308d\u3044\u308d\u8a66\u3057\u305f\u6319\u53e5\u306b\u3001\u30e2\u30c7\u30eb\u540d\u304c\u6b63\u78ba\u3058\u3083\u306a\u3044\u3068 404\u30a8\u30e9\u30fc\u304c\u304c\u591a\u767a\u3067\u3059\u3002\u304a\u305d\u3089\u304f\u306f AI Toolkit\u304c\u30e2\u30c7\u30eb\u540d\u306e\u5148\u982d\u306b\u3001\u52dd\u624b\u306b”custom\/”\u3068\u3044\u3046\u6587\u5b57\u5217\u3092\u4ed8\u3051\u3066API\u547c\u3073\u51fa\u3057\u3092\u304b\u3051\u308b\u307f\u305f\u3044\u3067\u3059\u3002\u3053\u308c\u304cLemonade\u5074\u304b\u3089\u898b\u308b\u3068\u3001\u300c\u305d\u3093\u306a\u30e2\u30c7\u30eb\u306a\u3044\u3067\u300d\u3068\u8fd4\u3059\u539f\u56e0\u306b\u306a\u3063\u3066\u3044\u308b\u3063\u307d\u3044\u3002<\/p>\n\n\n\n

\u4ed6\u306e\u9078\u629e\u80a2\u3068\u3057\u3066\u3001Continue<\/a> \u3092\u8a66\u3057\u305f\u3068\u3053\u308d\u3001\u3046\u307e\u304f\u4f7f\u3048\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n

\"\"<\/figure>\n\n\n\n

\u300c\u30e2\u30c7\u30eb\u300d\u753b\u9762\u306e\uff0b\u3092\u30af\u30ea\u30c3\u30af<\/p>\n\n\n\n

\"\"<\/figure>\n\n\n\n

Provider \u3067 Lemonade \u3092\u9078\u629e<\/p>\n\n\n\n

\"\"<\/figure>\n\n\n\n

“connect”\u3000\u3092\u30af\u30ea\u30c3\u30af<\/p>\n\n\n\n

\"\"<\/figure>\n\n\n\n

Lemonade\u306b\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3055\u308c\u3066\u3044\u308b\u30e2\u30c7\u30eb\u306e\u4e00\u89a7\u304c\u8868\u793a\u3055\u308c\u307e\u3059\u306e\u3067\u3001\u304a\u6c17\u306b\u5165\u308a\u306e\u30e2\u30c7\u30eb\u3092\u9078\u629e\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

\u4ed6\u306b\u3082\u3044\u308d\u3044\u308d\u8a2d\u5b9a\u9805\u76ee\u304c\u3042\u308a\u307e\u3059\u304c\u3001\u6700\u4f4e\u9650\u3001\u3053\u308c\u3067\u52d5\u304d\u307e\u3059\u3002\u30e2\u30c7\u30eb\u304c\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3055\u308c\u3066\u3044\u308c\u3070\u3001\u30b3\u30fc\u30c9\u88dc\u5b8c\u3082\u3084\u3063\u3066\u304f\u308c\u307e\u3057\u305f\u3002<\/p>\n\n\n\n

\"\"<\/figure>\n\n\n\n

\u5f8c\u306f X1 Pro\u5074\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3068\u30e2\u30c7\u30eb\u306e\u91cd\u3055\u3084\u6027\u80fd\u3068\u306e\u30d0\u30e9\u30f3\u30b9\u6b21\u7b2c\u306a\u306e\u3067\u3001\u3044\u3044\u611f\u3058\u306e\u30e2\u30c7\u30eb\u3092\u9078\u3093\u3067\u304f\u3060\u3055\u3044\u3002Github Copilot\u3084Claude\u307b\u3069\u306e\u30b5\u30af\u30b5\u30af\u611f\u306f\u671b\u3081\u306a\u3044\u3082\u306e\u306e\u3001\u4e88\u7b97\u3092\u6c17\u306b\u305b\u305a\u3001\u30c7\u30fc\u30bf\u6f0f\u6d29\u3092\u6c17\u306b\u305b\u305a\u306bAI\u3092\u3076\u3093\u56de\u305b\u308b\u306e\u306f\u4f55\u3088\u308a\u30ed\u30fc\u30ab\u30ebLLM\u306e\u918d\u9190\u5473\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"

\u4f5c\u696d\u7528\u306b\u4fbf\u5229\u306b\u4f7f\u3063\u3066\u3044\u305f Minisforum um773\u304c\u3001\u30d5\u30a1\u30f3\u304c\u4e0d\u5b89\u5b9a\u6c17\u5473\u306b\u306a\u3063\u3066\u304d\u307e\u3057\u3066\u3001\u767a\u71b1\u304c\u554f\u984c\u306b\u306a\u3063\u3066\u304d\u307e\u3057\u305f\u3002\u7279\u306b\u52d5\u753b\u5468\u308a\u306e\u51e6\u7406\u306b\u306a\u308b\u3068\u30b5\u30fc\u30de\u30eb\u30b9\u30ed\u30c3\u30c8\u30ea\u30f3\u30b0\u304c\u9855\u8457\u3068\u7533\u3057\u307e\u3059\u304c\u3001\u3082\u3046\u898b\u3066\u3044\u3089\u308c\u306a\u3044\u30ec\u30d9\u30eb\u3067 […]<\/p>\n","protected":false},"author":1,"featured_media":2816,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"jetpack_post_was_ever_published":false,"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_publicize_message":"","jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":true,"jetpack_social_options":{"image_generator_settings":{"template":"highway","default_image_id":0,"font":"","enabled":false},"version":2}},"categories":[6],"tags":[],"class_list":["post-2807","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-6"],"jetpack_publicize_connections":[],"jetpack_featured_media_url":"https:\/\/mindtech.jp\/wp-content\/uploads\/2026\/04\/image-9.png","jetpack_sharing_enabled":true,"jetpack_shortlink":"https:\/\/wp.me\/p4rHn0-Jh","amp_enabled":true,"_links":{"self":[{"href":"https:\/\/mindtech.jp\/index.php?rest_route=\/wp\/v2\/posts\/2807","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/mindtech.jp\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/mindtech.jp\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/mindtech.jp\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/mindtech.jp\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=2807"}],"version-history":[{"count":2,"href":"https:\/\/mindtech.jp\/index.php?rest_route=\/wp\/v2\/posts\/2807\/revisions"}],"predecessor-version":[{"id":2819,"href":"https:\/\/mindtech.jp\/index.php?rest_route=\/wp\/v2\/posts\/2807\/revisions\/2819"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/mindtech.jp\/index.php?rest_route=\/wp\/v2\/media\/2816"}],"wp:attachment":[{"href":"https:\/\/mindtech.jp\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=2807"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/mindtech.jp\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=2807"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/mindtech.jp\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=2807"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}