{"id":30329,"date":"2026-10-28T11:27:43","date_gmt":"2026-10-28T11:27:43","guid":{"rendered":"https:\/\/multicorewareinc.com\/jp\/?p=30329"},"modified":"2026-10-29T06:00:18","modified_gmt":"2026-10-29T06:00:18","slug":"building-a-multi-silicon-ai-cloud-a-full-stack-inference-and-fine-tuning-platform-on-nvidia-gpus-and-tenstorrent-galaxy","status":"publish","type":"post","link":"https:\/\/multicorewareinc.com\/jp\/building-a-multi-silicon-ai-cloud-a-full-stack-inference-and-fine-tuning-platform-on-nvidia-gpus-and-tenstorrent-galaxy\/","title":{"rendered":"\u30de\u30eb\u30c1\u30b7\u30ea\u30b3\u30f3 AI \u30af\u30e9\u30a6\u30c9\u306e\u69cb\u7bc9\uff1aNVIDIA GPU \u3068 Tenstorrent Galaxy \u3092\u6d3b\u7528\u3057\u305f\u30d5\u30eb\u30b9\u30bf\u30c3\u30af\u63a8\u8ad6\u30fb\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u30fb\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"30329\" class=\"elementor elementor-30329\">\n\t\t\t\t<div class=\"elementor-element elementor-element-18756671 e-flex e-con-boxed e-con e-parent\" data-id=\"18756671\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-272550bc e-con-full e-flex e-con e-child\" data-id=\"272550bc\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1fc8ae87 elementor-widget elementor-widget-text-editor\" data-id=\"1fc8ae87\" 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<h4><strong>\u9867\u5ba2\u6982\u8981<\/strong><\/h4><p>\u672c\u9867\u5ba2\u306f\u3001\u65e5\u672c\u3092\u62e0\u70b9\u3068\u3059\u308b AI \u306b\u7279\u5316\u3057\u305f\u30cd\u30aa\u30af\u30e9\u30a6\u30c9\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u3067\u3059\u3002\u9ad8\u6027\u80fd\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\uff08HPC\uff09\u304a\u3088\u3073 AI \u30af\u30e9\u30a6\u30c9\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u5c02\u9580\u3068\u3057\u3001AI \u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u306e\u30c7\u30d7\u30ed\u30a4\u30e1\u30f3\u30c8\u3068\u62e1\u5f35\u3092\u76ee\u6307\u3059\u4f01\u696d\u5411\u3051\u306b\u3001\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba\u54c1\u8cea\u306e\u30b5\u30fc\u30d3\u30b9\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002<\/p><p>\u540c\u793e\u306e\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u74b0\u5883\u306f\u3001NVIDIA GPU \u3068 Tenstorrent Galaxy \u30b7\u30b9\u30c6\u30e0\u3092\u7d44\u307f\u5408\u308f\u305b\u305f\u7570\u7a2e\u6df7\u5728\u578b\u306e\u69cb\u6210\u3092\u63a1\u7528\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u3046\u3057\u305f\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u74b0\u5883\u3092\u672c\u756a\u904b\u7528\u53ef\u80fd\u306a AI \u30b5\u30fc\u30d3\u30b9\u3078\u3068\u8ee2\u63db\u3059\u308b\u305f\u3081\u3001\u540c\u793e\u306f MulticoreWare \u306b\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u30fb\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306e\u69cb\u7bc9\u3092\u4f9d\u983c\u3057\u307e\u3057\u305f\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u3001\u30e2\u30c7\u30eb\u30b5\u30fc\u30d3\u30f3\u30b0\u3001\u30e2\u30c7\u30eb\u306e\u5c0e\u5165\u3001\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u3001\u5546\u7528 API \u306e\u63d0\u4f9b\u307e\u3067\u3092\u5305\u62ec\u7684\u306b\u30ab\u30d0\u30fc\u3057\u307e\u3059\u3002<\/p><h4><strong>\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u69cb\u7bc9\u306e\u91cd\u8981\u6027<\/strong><\/h4><p>\u591a\u304f\u306e AI \u30af\u30e9\u30a6\u30c9\u30fb\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u5358\u4e00\u306e\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u3092\u524d\u63d0\u3068\u3057\u3066\u8a2d\u8a08\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u524d\u63d0\u306b\u3088\u308a\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u30b9\u30bf\u30c3\u30af\u306f\u30b7\u30f3\u30d7\u30eb\u306b\u306a\u308a\u307e\u3059\u304c\u3001\u305d\u306e\u4ee3\u511f\u3068\u306a\u308b\u30b3\u30b9\u30c8\u306f\u307e\u3059\u307e\u3059\u5927\u304d\u304f\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p><p>\u4eca\u56de\u306e\u9867\u5ba2\u306f\u3001\u7570\u306a\u308b\u30a2\u30d7\u30ed\u30fc\u30c1\u3092\u63a1\u7528\u3057\u307e\u3057\u305f\u3002NVIDIA GPU \u3068 Tenstorrent Galaxy \u306e\u4e21\u65b9\u3092\u3001\u6a19\u6e96\u898f\u683c\u306b\u6e96\u62e0\u3057\u305f\u5358\u4e00\u306e API \u306e\u80cc\u5f8c\u3067\u3001\u540c\u7b49\u306b\u5229\u7528\u3067\u304d\u308b\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u30fb\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3068\u3057\u3066\u6271\u3046\u5fc5\u8981\u304c\u3042\u308a\u307e\u3057\u305f\u3002\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u5229\u7528\u3059\u308b\u5074\u304c\u3001\u30ea\u30af\u30a8\u30b9\u30c8\u306e\u51e6\u7406\u306b\u3069\u3061\u3089\u306e\u30b7\u30ea\u30b3\u30f3\u304c\u4f7f\u308f\u308c\u305f\u306e\u304b\u3092\u610f\u8b58\u3059\u308b\u5fc5\u8981\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/p><p>\u3053\u306e\u8981\u4ef6\u306f\u3001\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u30b9\u30bf\u30c3\u30af\u306e\u3042\u3089\u3086\u308b\u30ec\u30a4\u30e4\u30fc\u306b\u5f71\u97ff\u3057\u307e\u3059\u3002\u63a8\u8ad6\u30e9\u30f3\u30bf\u30a4\u30e0\u306f\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u3054\u3068\u306b\u7570\u306a\u308a\u3001\u30e2\u30c7\u30eb\u306e\u5c0e\u5165\u624b\u9806\u3082\u7570\u306a\u308a\u307e\u3059\u3002\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u8a55\u4fa1\u306f\u3001\u30e2\u30c7\u30eb\u3054\u3068\u3001\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u30fb\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3054\u3068\u306b\u5b9f\u65bd\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u3055\u3089\u306b\u3001API\u3001\u8ab2\u91d1\u3001\u53ef\u89b3\u6e2c\u6027\u306e\u5404\u30ec\u30a4\u30e4\u30fc\u3067\u306f\u3001\u3053\u308c\u3089\u3059\u3079\u3066\u3092\u5358\u4e00\u306e\u88fd\u54c1\u3068\u3057\u3066\u63d0\u4f9b\u3057\u306a\u3051\u308c\u3070\u306a\u308a\u307e\u305b\u3093\u3002<\/p><p>MulticoreWare \u306f\u3001\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u30a8\u30f3\u30c9\u30c4\u30fc\u30a8\u30f3\u30c9\u3067\u69cb\u7bc9\u3057\u307e\u3057\u305f\u3002\u672c\u8a18\u4e8b\u3067\u306f\u3001\u958b\u767a\u3057\u305f\u5404\u30e2\u30b8\u30e5\u30fc\u30eb\u3068\u3001\u305d\u308c\u305e\u308c\u304c\u89e3\u6c7a\u3059\u3079\u304d\u8ab2\u984c\u306b\u3064\u3044\u3066\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p><h4><strong>\u8ab2\u984c<\/strong><\/h4><p><strong>\u7570\u306a\u308b\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u74b0\u5883\u3067\u306e\u672c\u756a\u904b\u7528\u3078\u306e\u5bfe\u5fdc : <\/strong>\u00a0LLM \u63a8\u8ad6\u3092 NVIDIA GPU \u3068 Tenstorrent Galaxy \u306e\u4e21\u65b9\u3067\u691c\u8a3c\u30fb\u30c7\u30d7\u30ed\u30a4\u3057\u3001\u30e2\u30c7\u30eb\u3092\u672c\u756a\u74b0\u5883\u306b\u5c0e\u5165\u3059\u308b\u524d\u306b\u3001\u6a5f\u80fd\u306e\u6b63\u78ba\u6027\u3068\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u57fa\u6e96\u3092\u6e80\u305f\u3059\u5fc5\u8981\u304c\u3042\u308a\u307e\u3057\u305f\u3002<\/p><p><strong>\u30e2\u30c7\u30eb\u306b\u4f9d\u5b58\u3057\u306a\u3044\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0 : <\/strong>\u3055\u307e\u3056\u307e\u306a\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9 LLM \u306b\u5bfe\u5fdc\u3059\u308b\u3001\u8a2d\u5b9a\u53ef\u80fd\u306a\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u30fb\u30e2\u30b8\u30e5\u30fc\u30eb\u304c\u6c42\u3081\u3089\u308c\u307e\u3057\u305f\u3002\u7570\u306a\u308b\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3084\u30e2\u30c7\u30eb\u30b5\u30a4\u30ba\u306b\u304a\u3044\u3066\u3082\u3001\u4e00\u8cab\u3057\u305f\u52d5\u4f5c\u3092\u7dad\u6301\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3057\u305f\u3002<\/p><p><strong>\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u3068\u30de\u30a4\u30af\u30ed\u30b5\u30fc\u30d3\u30b9\u30fb\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3 :<\/strong>\u00a0\u9ad8\u3044\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u3001\u52d5\u7684\u306a\u30d7\u30ed\u30d3\u30b8\u30e7\u30cb\u30f3\u30b0\u3001\u758e\u7d50\u5408\u3092\u5099\u3048\u3001GPU \u3092\u96c6\u4e2d\u7684\u306b\u4f7f\u7528\u3059\u308b\u9ad8\u8ca0\u8377\u306a\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u3092\u51e6\u7406\u3067\u304d\u308b\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u304c\u5fc5\u8981\u3067\u3057\u305f\u3002\u3055\u3089\u306b\u3001\u3053\u3046\u3057\u305f\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u3092\u7d71\u5408\u7684\u306b\u5236\u5fa1\u3057\u3001\u9700\u8981\u306b\u5fdc\u3058\u3066\u81ea\u52d5\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u3067\u304d\u308b\u30de\u30a4\u30af\u30ed\u30b5\u30fc\u30d3\u30b9\u30d9\u30fc\u30b9\u306e\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3082\u6c42\u3081\u3089\u308c\u307e\u3057\u305f\u3002<\/p><p><strong>\u5358\u306a\u308b\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u3067\u306f\u306a\u304f\u3001\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3068\u3057\u3066\u306e\u69cb\u7bc9 :\u00a0 <\/strong>\u5546\u7528\u5316\u306b\u5411\u3051\u3066\u3001\u8907\u6570\u306e\u30c6\u30ca\u30f3\u30c8\u306b\u5bfe\u5fdc\u3057\u3001\u53ce\u76ca\u5316\u304c\u53ef\u80fd\u306a\u88fd\u54c1\u3092\u69cb\u7bc9\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3057\u305f\u3002\u305d\u306e\u305f\u3081\u3001\u30ed\u30fc\u30eb\u30d9\u30fc\u30b9\u306e\u30a2\u30af\u30bb\u30b9\u5236\u5fa1\uff08RBAC\uff09\u3001\u30ec\u30fc\u30c8\u5236\u9650\u3001\u76e3\u67fb\u30ed\u30b0\u3001\u30d5\u30a1\u30a4\u30eb\u7ba1\u7406\u3001RAG\u3001\u30d0\u30c3\u30c1\u51e6\u7406\u3001\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u3001\u5c02\u7528\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u306a\u3069\u306e\u6a5f\u80fd\u304c\u6c42\u3081\u3089\u308c\u307e\u3057\u305f\u3002<\/p><h4><strong>\u69cb\u7bc9\u3057\u305f\u30e2\u30b8\u30e5\u30fc\u30eb<\/strong><\/h4><p>\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u56fa\u5b9a\u7684\u306a\u968e\u5c64\u69cb\u9020\u3067\u306f\u306a\u304f\u3001\u660e\u78ba\u306a\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u3092\u5099\u3048\u305f\u758e\u7d50\u5408\u306e\u30e2\u30b8\u30e5\u30fc\u30eb\u7fa4\u3068\u3057\u3066\u8a2d\u8a08\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u69cb\u9020\u306b\u3088\u308a\u3001API \u30ec\u30a4\u30e4\u30fc\u3092\u66f8\u304d\u76f4\u3059\u3053\u3068\u306a\u304f\u30012\u7a2e\u985e\u76ee\u306e\u30b7\u30ea\u30b3\u30f3\u30fb\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3078\u306e\u5bfe\u5fdc\u3092\u5b9f\u73fe\u3057\u307e\u3057\u305f\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-43493d16 e-con-full e-flex e-con e-child\" data-id=\"43493d16\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-2555ecca e-con-full e-flex e-con e-child\" data-id=\"2555ecca\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1ccd9f9c elementor-view-framed elementor-position-inline-start elementor-mobile-position-inline-start elementor-shape-circle elementor-widget elementor-widget-icon-box\" data-id=\"1ccd9f9c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" clip-rule=\"evenodd\" fill-rule=\"evenodd\" height=\"512\" image-rendering=\"optimizeQuality\" shape-rendering=\"geometricPrecision\" text-rendering=\"geometricPrecision\" viewBox=\"0 0 512 512\" width=\"512\"><g id=\"Layer_x0020_1\"><g id=\"_288295736\"><g><g><path d=\"m256 419c-90 0-163-73-163-163s73-163 163-163 163 73 163 163-73 163-163 163zm0-312c-82 0-149 67-149 149s67 149 149 149 149-67 149-149-67-149-149-149z\"><\/path><\/g><g><path d=\"m256 347c-24 0-47-10-64-27s-27-40-27-64 10-47 27-64 40-27 64-27 47 10 64 27 27 40 27 64-10 47-27 64-40 27-64 27zm0-168c-42 0-77 35-77 77s35 77 77 77 77-35 77-77-35-77-77-77z\"><\/path><\/g><g><path d=\"m143 207h-6c-4 0-7-3-7-7s3-7 7-7h6c4 0 7 3 7 7s-3 7-7 7z\"><\/path><\/g><g><path d=\"m247 390c-19 0-42-12-73-38-13-11-24-17-34-16-8 1-11 5-12 5h1l-11-8c0-1 7-9 20-11 14-1 29 6 46 20 27 23 48 34 63 34h1c14 0 23-9 35-19 13-12 29-27 56-27 6 0 10-2 14-6 11-13 10-41 9-51 0-3-2-28 38-66 3-3 7-3 10 0s3 7 0 10c-35 33-34 54-34 54 0 4 4 43-13 62-6 7-14 11-24 11-21 0-34 12-47 24-12 11-25 22-44 22 0 0 0 0-1 0z\"><\/path><\/g><g><path d=\"m201 168h-5c-4 0-7-3-7-7s3-7 7-7h5c4 0 7 3 7 7s-3 7-7 7z\"><\/path><\/g><g><path d=\"m294 159h-6c-4 0-7-3-7-7s3-7 7-7h6c4 0 7 3 7 7s-3 7-7 7z\"><\/path><\/g><g><path d=\"m347 180h-6c-4 0-7-3-7-7s3-7 7-7h6c4 0 7 3 7 7s-3 7-7 7z\"><\/path><\/g><g><path d=\"m360 220h-5c-4 0-7-3-7-7s3-7 7-7h5c4 0 7 3 7 7s-3 7-7 7z\"><\/path><\/g><g><path d=\"m164 182h-5c-4 0-7-3-7-7s3-7 7-7h5c4 0 7 3 7 7s-3 7-7 7z\"><\/path><\/g><g><path d=\"m138 293h-5c-4 0-7-3-7-7s3-7 7-7h5c4 0 7 3 7 7s-3 7-7 7z\"><\/path><\/g><g><path d=\"m174 324h-5c-4 0-7-3-7-7s3-7 7-7h5c4 0 7 3 7 7s-3 7-7 7z\"><\/path><\/g><g><path d=\"m335 367h-5c-4 0-7-3-7-7s3-7 7-7h5c4 0 7 3 7 7s-3 7-7 7z\"><\/path><\/g><g><path d=\"m393 285h-5c-4 0-7-3-7-7s3-7 7-7h5c4 0 7 3 7 7s-3 7-7 7z\"><\/path><\/g><g><path d=\"m140 253h-5c-4 0-7-3-7-7s3-7 7-7h5c4 0 7 3 7 7s-3 7-7 7z\"><\/path><\/g><g><g><path d=\"m256 107c-4 0-7-3-7-7v-54c0-4 3-7 7-7s7 3 7 7v54c0 4-3 7-7 7z\"><\/path><\/g><g><path d=\"m256 53c-15 0-26-12-26-27 0-14 12-26 26-26s26 12 26 26c0 15-11 27-26 27zm0-39c-7 0-12 6-12 12 0 7 5 13 12 13s12-6 12-13c0-6-5-12-12-12z\"><\/path><\/g><\/g><g><g><path d=\"m366 153c-2 0-4-1-5-2-3-3-3-7 0-10l28-28c3-3 7-3 10 0s3 7 0 10l-28 28c-1 1-3 2-5 2z\"><\/path><\/g><g><path d=\"m404 129c-5 0-10-2-14-6-1 0-1 0-1 0-8-9-7-22 0-30 4-4 10-7 16-6 6 0 11 2 14 6 4 4 6 9 6 14 1 6-2 12-6 16s-9 6-15 6zm-5-16c3 2 8 2 10 0s3-4 2-6c0-1 0-2-1-4-1 0-1 0-1-1-2-1-3-2-4-2-2 0-4 1-6 3s-2 7 0 10z\"><\/path><\/g><\/g><g><g><path d=\"m466 263h-54c-4 0-7-3-7-7s3-7 7-7h54c4 0 7 3 7 7s-3 7-7 7z\"><\/path><\/g><g><path d=\"m486 282c-15 0-27-11-27-26s12-26 27-26c14 0 26 12 26 26s-12 26-26 26zm0-38c-7 0-13 5-13 12s6 12 13 12c6 0 12-5 12-12s-6-12-12-12z\"><\/path><\/g><\/g><g><g><path d=\"m394 401c-2 0-4-1-5-2l-28-28c-3-3-3-7 0-10s7-3 10 0l28 28c3 3 3 7 0 10-1 1-3 2-5 2z\"><\/path><\/g><g><path d=\"m404 425c-5 0-11-2-15-6-7-8-8-21 0-30h1c8-8 21-8 29 0 4 4 7 10 6 16 0 5-2 10-6 14-3 4-8 6-14 6 0 0 0 0-1 0zm-5-26c-2 3-2 8 0 10s4 3 6 2c1 0 2 0 4-2h1c1-2 2-3 2-4 0-2-1-5-3-6-2-2-7-2-10 0z\"><\/path><\/g><\/g><g><g><path d=\"m256 473c-4 0-7-3-7-7v-54c0-4 3-7 7-7s7 3 7 7v54c0 4-3 7-7 7z\"><\/path><\/g><g><path d=\"m256 512c-14 0-26-12-26-26 0-15 11-27 26-27s26 12 26 27c0 14-12 26-26 26zm0-39c-7 0-12 6-12 13 0 6 5 12 12 12s12-6 12-12c0-7-5-13-12-13z\"><\/path><\/g><\/g><g><g><path d=\"m118 401c-2 0-4-1-5-2-3-3-3-7 0-10l28-28c3-3 7-3 10 0s3 7 0 10l-28 28c-1 1-3 2-5 2z\"><\/path><\/g><g><path d=\"m108 425c-1 0-1 0-1 0-6 0-10-2-14-6-4-3-6-8-6-14-1-6 2-12 6-16 8-7 21-8 29 0 1 0 1 0 1 1 8 8 7 21 0 29-4 4-10 6-15 6zm0-28c-2 0-4 1-5 2-2 1-2 4-2 6 0 1 0 2 2 4h1c1 2 2 2 4 2 2 1 4 0 5-2 3-2 2-7 0-10-2-1-4-2-5-2z\"><\/path><\/g><\/g><g><g><path d=\"m100 263h-54c-4 0-7-3-7-7s3-7 7-7h54c4 0 7 3 7 7s-3 7-7 7z\"><\/path><\/g><g><path d=\"m26 282c-14 0-26-12-26-26s12-26 26-26c15 0 27 11 27 26s-12 26-27 26zm0-38c-6 0-12 5-12 12s6 12 12 12c7 0 13-5 13-12s-6-12-13-12z\"><\/path><\/g><\/g><g><g><path d=\"m146 153c-2 0-4-1-5-2l-35-35c-3-3-3-7 0-10s7-3 10 0l35 35c3 3 3 7 0 10-1 1-3 2-5 2z\"><\/path><\/g><g><path d=\"m98 123c-7 0-13-2-18-7s-7-11-7-18 2-13 7-18c5-4 11-7 18-7s13 2 18 7 7 11 7 18-2 13-7 18-11 7-18 7zm0-36c-3 0-6 1-8 3-4 4-4 12 0 16s12 4 16 0 4-12 0-16c-2-2-5-3-8-3z\"><\/path><\/g><\/g><g><path d=\"m251 143h-5c-4 0-7-3-7-7s3-7 7-7h5c4 0 7 3 7 7s-3 7-7 7z\"><\/path><\/g><\/g><\/g><\/g><\/svg>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h3 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\t\u30d9\u30a2\u30e1\u30bf\u30eb Galaxy \u30ce\u30fc\u30c9\u4e0a\u306e Kubernetes \u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\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-49e7a447 elementor-widget elementor-widget-text-editor\" data-id=\"49e7a447\" 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>\u57fa\u76e4\u30ec\u30a4\u30e4\u30fc\u306f\u3001Galaxy \u30ce\u30fc\u30c9\u3068 GPU \u30ce\u30fc\u30c9\u4e0a\u306b\u69cb\u7bc9\u3055\u308c\u305f Kubernetes \u30af\u30e9\u30b9\u30bf\u30fc\u3067\u3059\u3002\u62e1\u5f35\u53ef\u80fd\u306a\u30aa\u30fc\u30b1\u30b9\u30c8\u30ec\u30fc\u30b7\u30e7\u30f3\u30fb\u30ec\u30a4\u30e4\u30fc\u3068\u3057\u3066\u8a2d\u8a08\u3055\u308c\u3066\u304a\u308a\u3001\u30e2\u30b8\u30e5\u30fc\u30eb\u5316\u3001\u52d5\u7684\u306a\u69cb\u6210\u5909\u66f4\u3001\u758e\u7d50\u5408\u3092\u5b9f\u73fe\u3059\u308b\u3053\u3068\u3067\u3001\u30d3\u30b8\u30cd\u30b9\u8981\u4ef6\u3084\u6280\u8853\u8981\u4ef6\u306e\u5909\u5316\u306b\u67d4\u8edf\u306b\u5bfe\u5fdc\u3057\u307e\u3059\u3002<\/p><p>\u30b9\u30c8\u30ec\u30fc\u30b8\u306b\u306f Longhorn \u3092\u63a1\u7528\u3057\u3001Istio \u3068 Cilium \u306b\u3088\u3063\u3066\u30af\u30e9\u30b9\u30bf\u30fc\u306e\u57fa\u76e4\u30b9\u30bf\u30c3\u30af\u3092\u69cb\u6210\u3057\u3066\u3044\u307e\u3059\u3002<\/p><p>\u30ab\u30b9\u30bf\u30e0\u30fb\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u7ba1\u7406\uff1a \u30e6\u30fc\u30b6\u30fc\u304b\u3089\u306e\u30ea\u30af\u30a8\u30b9\u30c8\u306b\u57fa\u3065\u3044\u3066\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u3092\u30b9\u30b1\u30b8\u30e5\u30fc\u30ea\u30f3\u30b0\u3059\u308b\u30e2\u30b8\u30e5\u30fc\u30eb\u3092\u958b\u767a\u3057\u307e\u3057\u305f\u3002\u3053\u308c\u306b\u3088\u308a\u3001GPU \u3084\u30a2\u30af\u30bb\u30e9\u30ec\u30fc\u30bf\u30fc\u306e\u30ea\u30bd\u30fc\u30b9\u3092\u56fa\u5b9a\u7684\u306b\u5272\u308a\u5f53\u3066\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u52b9\u7387\u7684\u306b\u6d3b\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-1c66a7a9 e-con-full e-flex e-con e-child\" data-id=\"1c66a7a9\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8cdb842 elementor-view-framed elementor-position-inline-start elementor-mobile-position-inline-start elementor-shape-circle elementor-widget elementor-widget-icon-box\" data-id=\"8cdb842\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" id=\"Layer_1\" viewBox=\"0 0 500 500\"><g><path d=\"m271.376 475h-42.752c-16.471 0-29.868-13.399-29.868-29.871v-37.446c-8.346-2.701-16.403-6.018-24.064-9.911l-26.435 26.438c-5.642 5.643-13.144 8.748-21.12 8.748-7.982 0-15.483-3.105-21.119-8.748l-30.232-30.229c-11.643-11.646-11.643-30.593 0-42.236l26.442-26.442c-3.896-7.664-7.217-15.717-9.915-24.061h-37.442c-16.472 0-29.868-13.399-29.868-29.867v-42.752c0-16.468 13.396-29.868 29.868-29.868h37.442c2.698-8.343 6.02-16.399 9.915-24.061l-26.442-26.441c-11.643-11.647-11.643-30.593 0-42.24l30.232-30.229c5.636-5.642 13.137-8.748 21.119-8.748 7.976 0 15.477 3.106 21.12 8.745l26.435 26.444c7.661-3.896 15.718-7.214 24.064-9.915v-37.443c0-16.468 13.397-29.867 29.868-29.867h42.752c16.471 0 29.867 13.399 29.867 29.867v37.446c8.341 2.698 16.397 6.019 24.065 9.915l26.435-26.442c5.642-5.642 13.144-8.748 21.12-8.748 7.982 0 15.483 3.106 21.119 8.748l30.232 30.229c11.643 11.647 11.643 30.593 0 42.24l-26.442 26.438c3.896 7.665 7.217 15.721 9.915 24.064h37.442c16.472 0 29.868 13.4 29.868 29.868v42.752c0 16.468-13.396 29.867-29.868 29.867h-37.442c-2.698 8.344-6.02 16.397-9.915 24.061l26.442 26.442c11.643 11.643 11.643 30.59 0 42.236l-30.232 30.229c-5.636 5.643-13.137 8.748-21.119 8.748-7.976 0-15.478-3.105-21.12-8.745l-26.435-26.442c-7.661 3.893-15.718 7.211-24.065 9.911v37.446c0 16.471-13.397 29.87-29.867 29.87zm-98.134-94.853c1.315 0 2.636.327 3.845.997 9.847 5.489 20.527 9.89 31.738 13.085 3.396.969 5.735 4.069 5.735 7.6v43.301c0 7.757 6.309 14.066 14.063 14.066h42.752c7.754 0 14.063-6.309 14.063-14.066v-43.301c0-3.531 2.339-6.631 5.735-7.6 11.211-3.195 21.891-7.596 31.738-13.085 3.08-1.716 6.938-1.185 9.433 1.318l30.571 30.574c5.309 5.316 14.582 5.303 19.891 0l30.232-30.228c5.482-5.485 5.482-14.405 0-19.888l-30.578-30.578c-2.5-2.496-3.037-6.346-1.315-9.433 5.488-9.856 9.89-20.533 13.081-31.732.969-3.396 4.068-5.738 7.6-5.738h43.301c7.754 0 14.064-6.309 14.064-14.063v-42.752c0-7.754-6.309-14.063-14.064-14.063h-43.301c-3.531 0-6.631-2.343-7.6-5.738-3.191-11.202-7.593-21.879-13.081-31.736-1.722-3.086-1.185-6.936 1.315-9.433l30.578-30.574c5.482-5.485 5.482-14.406 0-19.892l-30.23-30.228c-5.309-5.309-14.582-5.318-19.891.003l-30.571 30.575c-2.495 2.503-6.346 3.028-9.433 1.317-9.859-5.491-20.534-9.893-31.738-13.088-3.396-.969-5.735-4.068-5.735-7.599v-43.301c0-7.754-6.309-14.063-14.063-14.063h-42.752c-7.754 0-14.063 6.309-14.063 14.063v43.301c0 3.531-2.339 6.63-5.735 7.599-11.211 3.198-21.891 7.6-31.738 13.085-3.08 1.72-6.938 1.186-9.433-1.315l-30.573-30.577c-5.315-5.312-14.588-5.306-19.891 0l-30.232 30.229c-5.481 5.485-5.481 14.406 0 19.892l30.578 30.577c2.5 2.497 3.037 6.349 1.315 9.434-5.488 9.853-9.89 20.53-13.081 31.732-.969 3.395-4.068 5.738-7.6 5.738h-43.301c-7.754 0-14.063 6.309-14.063 14.063v42.752c0 7.754 6.309 14.063 14.063 14.063h43.301c3.531 0 6.631 2.342 7.6 5.738 3.191 11.199 7.593 21.876 13.081 31.732 1.722 3.087 1.186 6.936-1.315 9.433l-30.578 30.577c-5.481 5.482-5.481 14.403 0 19.888l30.232 30.228c5.297 5.3 14.569 5.316 19.891-.003l30.571-30.571c1.519-1.522 3.544-2.315 5.588-2.315z\"><\/path><path d=\"m249.997 415.898c-91.473 0-165.894-74.422-165.894-165.898s74.421-165.897 165.894-165.897c91.48 0 165.901 74.421 165.901 165.897s-74.421 165.898-165.901 165.898zm0-315.992c-82.762 0-150.091 67.331-150.091 150.094s67.328 150.094 150.091 150.094c82.762 0 150.097-67.332 150.097-150.094s-67.335-150.094-150.097-150.094z\"><\/path><path d=\"m249.997 385.002c-6.562 0-13.156-.475-19.607-1.413-4.321-.627-7.309-4.636-6.686-8.955.63-4.324 4.723-7.328 8.958-6.682 7.445 1.08 15.168 1.469 22.631 1.133 4.359-.203 8.051 3.182 8.248 7.54.191 4.362-3.186 8.054-7.544 8.246-1.988.088-3.988.131-6 .131zm52.431-11.275c-3.007 0-5.883-1.726-7.204-4.643-1.802-3.975-.037-8.658 3.938-10.461 6.853-3.108 13.464-6.902 19.651-11.275 3.549-2.51 8.482-1.682 11.013 1.886 2.519 3.562 1.673 8.495-1.89 11.016-6.994 4.951-14.482 9.248-22.255 12.77-1.054.478-2.166.707-3.253.707zm-116.296-5.908c-1.352 0-2.717-.346-3.97-1.075-7.383-4.296-14.396-9.324-20.841-14.952-3.291-2.868-3.631-7.859-.766-11.15 2.864-3.284 7.871-3.63 11.149-.759 5.698 4.967 11.89 9.409 18.41 13.205 3.772 2.195 5.05 7.032 2.852 10.804-1.463 2.522-4.112 3.927-6.834 3.927zm170.55-40.798c-1.476 0-2.97-.411-4.297-1.276-3.661-2.373-4.704-7.269-2.327-10.93 4.118-6.34 7.636-13.097 10.47-20.079 1.636-4.056 6.248-5.98 10.291-4.358 4.043 1.639 5.994 6.247 4.353 10.29-3.204 7.915-7.192 15.57-11.853 22.753-1.513 2.331-4.051 3.6-6.637 3.6zm-219.815-11.141c-2.871 0-5.637-1.568-7.038-4.293-3.902-7.606-7.094-15.629-9.483-23.849-1.216-4.189 1.192-8.575 5.383-9.792 4.155-1.225 8.575 1.183 9.792 5.384 2.105 7.247 4.92 14.326 8.371 21.033 1.995 3.884.464 8.646-3.42 10.641-1.154.592-2.388.876-3.605.876zm240.231-57.716c-4.358 0-7.902-3.278-7.902-7.643 0-.093.006-.707.012-.8-.007-7.321-.723-14.909-2.136-22.271-.821-4.288 1.982-8.43 6.272-9.251 4.26-.824 8.42 1.985 9.248 6.269 1.599 8.343 2.414 16.931 2.414 25.53 0 4.366-3.544 8.166-7.908 8.166zm-253.603-12.603c-.253 0-.513-.013-.772-.037-4.34-.417-7.525-4.278-7.105-8.622.821-8.528 2.463-17.001 4.878-25.187 1.24-4.192 5.667-6.578 9.821-5.34 4.186 1.235 6.575 5.63 5.34 9.816-2.136 7.224-3.586 14.699-4.309 22.224-.395 4.087-3.834 7.146-7.853 7.146zm233.477-56.34c-2.599 0-5.142-1.278-6.649-3.623-4.086-6.344-8.797-12.338-14.013-17.814-3.006-3.157-2.889-8.161.271-11.17 3.155-3.016 8.155-2.892 11.174.274 5.902 6.195 11.236 12.977 15.854 20.154 2.365 3.671 1.303 8.56-2.365 10.924-1.328.851-2.809 1.255-4.272 1.255zm-206.77-10.053c-1.716 0-3.445-.558-4.902-1.707-3.42-2.71-3.994-7.68-1.289-11.1 5.315-6.714 11.285-12.946 17.736-18.524 3.303-2.864 8.291-2.494 11.143.806 2.858 3.303 2.494 8.291-.809 11.147-5.698 4.933-10.976 10.445-15.674 16.381-1.563 1.969-3.872 2.997-6.205 2.997zm152.69-36.871c-1.099 0-2.217-.232-3.284-.72-6.865-3.145-14.064-5.642-21.392-7.42-4.241-1.03-6.846-5.302-5.815-9.544 1.025-4.241 5.315-6.831 9.545-5.816 8.303 2.019 16.465 4.846 24.243 8.408 3.97 1.818 5.71 6.507 3.896 10.477-1.329 2.902-4.2 4.615-7.193 4.615zm-94.319-4.59c-3.279 0-6.341-2.056-7.471-5.331-1.42-4.123.772-8.624 4.896-10.044 8.075-2.784 16.471-4.802 24.953-6.004 4.302-.614 8.316 2.395 8.927 6.72.611 4.321-2.395 8.319-6.716 8.93-7.483 1.058-14.89 2.839-22.014 5.294-.853.292-1.723.435-2.575.435z\"><\/path><path d=\"m180.804 298.746c-15.829 0-28.707-12.878-28.707-28.708 0-15.829 12.878-28.707 28.707-28.707 15.83 0 28.708 12.878 28.708 28.707-.001 15.83-12.879 28.708-28.708 28.708zm0-41.609c-7.111 0-12.902 5.787-12.902 12.902s5.791 12.903 12.902 12.903c7.112 0 12.903-5.788 12.903-12.903s-5.791-12.902-12.903-12.902z\"><\/path><path d=\"m270.678 352.675c-19.225 0-34.862-15.641-34.862-34.868 0-19.225 15.637-34.865 34.862-34.865 19.224 0 34.868 15.64 34.868 34.865 0 19.227-15.644 34.868-34.868 34.868zm0-53.929c-10.507 0-19.057 8.55-19.057 19.06 0 10.511 8.55 19.064 19.057 19.064 10.513 0 19.064-8.553 19.064-19.064 0-10.509-8.551-19.06-19.064-19.06z\"><\/path><path d=\"m252.207 218.024c-19.774 0-35.862-16.089-35.862-35.865 0-19.777 16.089-35.865 35.862-35.865 19.774 0 35.862 16.088 35.862 35.865s-16.088 35.865-35.862 35.865zm0-55.925c-11.063 0-20.058 8.997-20.058 20.061 0 11.063 8.995 20.061 20.058 20.061s20.058-8.998 20.058-20.061c0-11.064-8.995-20.061-20.058-20.061z\"><\/path><path d=\"m301.639 270.12c-15.829 0-28.707-12.878-28.707-28.708 0-15.829 12.878-28.707 28.707-28.707s28.707 12.878 28.707 28.707c-.001 15.83-12.879 28.708-28.707 28.708zm0-41.61c-7.112 0-12.903 5.787-12.903 12.902 0 7.116 5.791 12.903 12.903 12.903s12.902-5.787 12.902-12.903c0-7.115-5.79-12.902-12.902-12.902z\"><\/path><path d=\"m246.972 313.115c-1.253 0-2.519-.299-3.704-.925l-47.887-25.451c-1.853-.984-3.235-2.667-3.846-4.673-.611-2.01-.401-4.176.586-6.028 1.05-1.972 1.587-3.991 1.587-5.998 0-3.821-1.76-7.445-4.834-9.942-3.383-2.754-3.896-7.726-1.142-11.113l40.795-50.203c1.321-1.63 3.234-2.664 5.321-2.88 2.075-.204 4.168.408 5.797 1.732 2.568 2.093 6.834 4.587 12.563 4.587 5.847 0 10.168-2.584 12.761-4.753 1.611-1.343 3.654-2.01 5.778-1.806 2.087.189 4.013 1.2 5.359 2.809l18.335 21.978c2.797 3.349 2.346 8.331-1.006 11.128-2.982 2.495-4.698 6.081-4.698 9.837 0 5.263 3.167 9.952 8.069 11.939 4.043 1.64 5.995 6.245 4.352 10.289l-13.038 32.177c-.784 1.941-2.309 3.491-4.241 4.309-1.932.808-4.106.833-6.05.046-9.069-3.688-19.367.3-23.879 8.758-1.422 2.661-4.157 4.18-6.978 4.183zm-38.116-37.115 35.646 18.943c7.711-8.892 19.805-13.474 31.609-11.566l7.84-19.36c-6.865-5.343-11.019-13.591-11.019-22.604 0-5.787 1.772-11.365 5.006-16.076l-9.439-11.312c-9.915 5.189-22.175 5.273-32.17.21l-32.035 39.421c3.371 4.769 5.217 10.455 5.217 16.384 0 2.012-.216 4.002-.655 5.96z\"><\/path><\/g><\/svg>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h3 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\t \u30de\u30eb\u30c1\u30b7\u30ea\u30b3\u30f3\u5bfe\u5fdc\u306e\u30e2\u30c7\u30eb\u30b5\u30fc\u30d3\u30f3\u30b0\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\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-48f77907 elementor-widget elementor-widget-text-editor\" data-id=\"48f77907\" 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>\u30b5\u30fc\u30d3\u30f3\u30b0\u30fb\u30e2\u30b8\u30e5\u30fc\u30eb\u306f\u3001\u7570\u7a2e\u6df7\u5728\u306e\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u74b0\u5883\u306e\u9055\u3044\u3092\u5438\u53ce\u3057\u3001\u4e0a\u4f4d\u30ec\u30a4\u30e4\u30fc\u304b\u3089\u305d\u306e\u9055\u3044\u3092\u96a0\u853d\u3059\u308b\u5f79\u5272\u3092\u62c5\u3044\u307e\u3059\u3002\u5171\u901a\u306e\u62bd\u8c61\u5316\u30ec\u30a4\u30e4\u30fc\u306b\u306f KServe \u3092\u63a1\u7528\u3057\u307e\u3057\u305f\u3002\u30c6\u30ad\u30b9\u30c8\u30d9\u30fc\u30b9\u304a\u3088\u3073\u30d3\u30b8\u30e7\u30f3\u30d9\u30fc\u30b9\u306e LLM \u63a8\u8ad6\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u3092\u3001KServe \u30b5\u30fc\u30d3\u30b9\u3068\u3057\u3066 Kubernetes \u30af\u30e9\u30b9\u30bf\u30fc\u306b\u30c7\u30d7\u30ed\u30a4\u3057\u3001GPU \u306e\u5229\u7528\u52b9\u7387\u3068\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u6700\u9069\u5316\u3057\u307e\u3059\u3002\u3053\u306e\u62bd\u8c61\u5316\u30ec\u30a4\u30e4\u30fc\u306e\u4e0b\u3067\u306f\u30012\u7a2e\u985e\u306e\u30e9\u30f3\u30bf\u30a4\u30e0\u304c\u63a8\u8ad6\u51e6\u7406\u3092\u5b9f\u884c\u3057\u307e\u3059\u3002<\/p><ul><li><strong>NVIDIA GPU : <\/strong>vLLM \u3092\u4f7f\u7528\u3057\u3066\u30e2\u30c7\u30eb\u3092\u30b5\u30fc\u30d3\u30f3\u30b0\u3057\u307e\u3059\u3002<\/li><li><strong>Tenstorrent Galaxy : <\/strong>Tenstorrent \u306e vLLM \u30d9\u30fc\u30b9\u306e\u63a8\u8ad6\u30b5\u30fc\u30d0\u30fc\u3092\u4f7f\u7528\u3057\u3001Galaxy \u30d0\u30c3\u30af\u30a8\u30f3\u30c9\u4e0a\u3067\u540c\u3058\u30e2\u30c7\u30eb\u3092\u5b9f\u884c\u3057\u307e\u3059\u3002<\/li><\/ul><p>\u4e21\u65b9\u306e\u30e9\u30f3\u30bf\u30a4\u30e0\u304c\u5171\u901a\u306e\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u306b\u7d71\u5408\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u3001\u4e0a\u4f4d\u30ec\u30a4\u30e4\u30fc\u3067\u306f Galaxy \u30d9\u30fc\u30b9\u306e\u30c7\u30d7\u30ed\u30a4\u30e1\u30f3\u30c8\u3068 GPU \u30d9\u30fc\u30b9\u306e\u30c7\u30d7\u30ed\u30a4\u30e1\u30f3\u30c8\u3092\u3001\u76f8\u4e92\u306b\u7f6e\u304d\u63db\u3048\u53ef\u80fd\u306a\u30ea\u30bd\u30fc\u30b9\u30d7\u30fc\u30eb\u3068\u3057\u3066\u3001\u3042\u308b\u3044\u306f\u500b\u5225\u306e SKU \u3068\u3057\u3066\u6271\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3053\u308c\u306f\u3001\u9867\u5ba2\u304c\u6c42\u3081\u308b\u5546\u7528\u30e2\u30c7\u30eb\u3092\u5b9f\u73fe\u3059\u308b\u3046\u3048\u3067\u91cd\u8981\u306a\u8981\u7d20\u3067\u3059\u3002<\/p><p><strong>\u52d5\u7684\u30aa\u30fc\u30c8\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0<\/strong>\uff1a \u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u3092\u8003\u616e\u3057\u305f\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u6a5f\u69cb\u306b\u3088\u308a\u3001\u53d7\u4fe1\u30ea\u30af\u30a8\u30b9\u30c8\u6570\u306b\u5fdc\u3058\u3066\u30b5\u30fc\u30d3\u30b9\u3092\u81ea\u52d5\u7684\u306b\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u3057\u307e\u3059\u3002\u30c8\u30e9\u30d5\u30a3\u30c3\u30af\u6025\u5897\u6642\u306b\u306f\u30ea\u30bd\u30fc\u30b9\u3092\u78ba\u4fdd\u3057\u3001\u30a2\u30a4\u30c9\u30eb\u671f\u9593\u306b\u306f\u30ea\u30bd\u30fc\u30b9\u3092\u7e2e\u5c0f\u3059\u308b\u3053\u3068\u3067\u3001\u30b3\u30b9\u30c8\u52b9\u7387\u3092\u9ad8\u3081\u307e\u3059\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-550dc026 e-con-full e-flex e-con e-child\" data-id=\"550dc026\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7c8f9c82 elementor-view-framed elementor-position-inline-start elementor-mobile-position-inline-start elementor-shape-circle elementor-widget elementor-widget-icon-box\" data-id=\"7c8f9c82\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" id=\"Capa_1\" x=\"0px\" y=\"0px\" viewBox=\"0 0 496.188 496.188\" style=\"enable-background:new 0 0 496.188 496.188;\" xml:space=\"preserve\"><g>\t<g>\t\t<g>\t\t\t<path d=\"M422.776,70.024h-66.259V51.953c0-4.518-3.012-7.529-7.529-7.529h-29.365V38.4C320.376,17.318,301.553,0,278.212,0    h-60.235c-23.341,0-42.165,17.318-42.165,38.4v5.271H147.2c-4.518,0-7.529,3.012-7.529,7.529v18.071H73.412    c-15.812,0-29.365,12.047-29.365,27.106v372.706c0,15.059,12.8,27.106,29.365,27.106h349.365    c15.812,0,29.365-12.047,29.365-27.106V97.129C452.141,82.071,439.341,70.024,422.776,70.024z M190.871,38.4    c0-12.8,12.047-23.341,27.106-23.341h60.235c15.059,0,27.106,10.541,27.106,23.341v5.271H190.871V38.4z M153.976,59.482    c152.094,0,158.118,0,188.235,0v40.659H153.976C153.976,85.082,153.976,75.294,153.976,59.482z M437.835,469.835h-0.753    c0,6.776-6.776,12.047-14.306,12.047H73.412c-7.529,0-14.306-5.271-14.306-12.047V97.129c0-6.776,6.776-12.047,14.306-12.047    h66.259v21.835c0,4.518,3.012,7.529,7.529,7.529h202.541c4.518,0,7.529-3.012,7.529-7.529V85.082h66.259    c7.529,0,14.306,5.271,14.306,12.047V469.835z\"><\/path>\t\t\t<path d=\"M271.435,407.341h-46.682c-4.518,0-7.529,3.012-7.529,7.529v48.188c0,4.518,3.012,7.529,7.529,7.529h46.682    c4.518,0,7.529-3.012,7.529-7.529v-48.188C278.965,410.353,275.2,407.341,271.435,407.341z M263.906,455.529h-31.624V422.4    h31.624V455.529z\"><\/path>\t\t\t<path d=\"M346.729,313.976c-19.576,0-36.141,15.812-36.141,36.141c0,19.576,15.812,36.141,36.141,36.141    c20.329,0,36.141-15.812,36.141-36.141C382.871,330.541,366.306,313.976,346.729,313.976z M346.729,371.2    c-11.294,0-21.082-9.035-21.082-21.082c0-12.047,9.035-21.082,21.082-21.082c12.047,0,21.082,9.035,21.082,21.082    C367.812,362.165,358.023,371.2,346.729,371.2z\"><\/path>\t\t\t<path d=\"M188.612,350.118c0-2.259-0.753-4.518-2.259-6.023l-47.435-41.412c-2.259-2.259-5.271-2.259-8.282-1.506    c-3.012,1.506-4.518,3.765-4.518,6.776v83.576c0,3.012,1.506,5.271,4.518,6.776c3.012,1.506,6.023,0.753,8.282-1.506    l47.435-41.412C187.859,354.635,188.612,352.376,188.612,350.118z M141.176,375.718v-50.447l28.612,24.847L141.176,375.718z\"><\/path>\t\t\t<path d=\"M201.412,431.435h-43.671v-24.094c0-4.518-3.012-7.529-7.529-7.529c-4.518,0-7.529,3.012-7.529,7.529v31.624    c0,4.518,3.012,7.529,7.529,7.529h51.2c4.518,0,7.529-3.012,7.529-7.529C208.941,434.447,205.176,431.435,201.412,431.435z\"><\/path>\t\t\t<path d=\"M346.729,395.294c-4.518,0-7.529,3.012-7.529,7.529v28.612h-43.671c-4.518,0-7.529,3.012-7.529,7.529    c0,4.518,3.012,7.529,7.529,7.529h51.2c4.518,0,7.529-3.012,7.529-7.529v-36.141    C354.259,398.306,350.494,395.294,346.729,395.294z\"><\/path>\t\t\t<path d=\"M190.871,240.188h49.694v18.071h-91.106c-4.518,0-7.529,3.012-7.529,7.529v25.6c0,4.518,3.012,7.529,7.529,7.529    s7.529-3.012,7.529-7.529v-18.071h181.459v22.588c0,4.518,3.012,7.529,7.529,7.529c4.518,0,7.529-3.012,7.529-7.529v-30.118    c0-4.518-3.012-7.529-7.529-7.529h-90.353v-18.071h49.694c4.518,0,7.529-3.012,7.529-7.529v-5.271    c0-23.341-18.824-41.412-41.412-41.412h-3.765c10.541-6.023,18.071-17.318,18.071-30.871c0-19.576-15.812-35.388-35.388-35.388    c-19.576,0-35.388,15.812-35.388,35.388c0,12.8,7.529,24.847,18.071,30.871h-7.529c-23.341,0-41.412,18.823-41.412,41.412v5.271    C183.341,237.176,187.106,240.188,190.871,240.188z M228.518,154.353c0-10.541,9.035-20.329,20.329-20.329    s20.329,9.035,20.329,20.329c0,11.294-9.035,20.329-20.329,20.329S228.518,165.647,228.518,154.353z M225.506,201.035h45.177    c14.306,0,25.6,10.541,26.353,24.847H198.4C199.906,211.576,211.2,201.035,225.506,201.035z\"><\/path>\t\t\t<path d=\"M410.729,228.141l-15.812,16.565v-97.129c0-4.518-3.012-7.529-7.529-7.529h-66.259c-4.518,0-7.529,3.012-7.529,7.529    s3.012,7.529,7.529,7.529h58.729v89.6l-16.565-17.318c-3.012-3.012-7.529-3.012-10.541,0s-3.012,7.529,0,10.541l28.612,29.365    c1.506,2.259,3.765,3.012,6.023,3.012c2.259,0,4.518-0.753,5.271-2.259l28.612-30.118c3.012-3.012,3.012-7.529,0-10.541    C418.259,225.129,413.741,225.129,410.729,228.141z\"><\/path>\t\t\t<path d=\"M143.435,227.388c-3.012-3.012-7.529-3.012-10.541,0l-16.565,17.318v-89.6h58.729c4.518,0,7.529-3.012,7.529-7.529    s-3.012-7.529-7.529-7.529H108.8c-4.518,0-7.529,3.012-7.529,7.529v97.129l-15.812-16.565c-3.012-3.012-7.529-3.012-10.541,0    c-3.012,3.012-3.012,7.529,0,10.541l28.612,30.118c1.506,1.506,3.765,2.259,5.271,2.259c0.753,0,2.259,0,3.012-0.753    c1.506-0.753,2.259-1.506,3.765-3.012l27.859-29.365C146.447,234.918,146.447,230.4,143.435,227.388z\"><\/path>\t\t<\/g>\t<\/g><\/g><g><\/g><g><\/g><g><\/g><g><\/g><g><\/g><g><\/g><g><\/g><g><\/g><g><\/g><g><\/g><g><\/g><g><\/g><g><\/g><g><\/g><g><\/g><\/svg>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h3 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tTenstorrent \u5411\u3051\u306e\u30e2\u30c7\u30eb\u5c0e\u5165\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\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-53a11caf elementor-widget elementor-widget-text-editor\" data-id=\"53a11caf\" 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<ul><li>\u65b0\u3057\u3044\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u30fb\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u30e2\u30c7\u30eb\u3092\u30b5\u30fc\u30d3\u30f3\u30b0\u3059\u308b\u306b\u306f\u3001\u5358\u306a\u308b\u30c7\u30d7\u30ed\u30a4\u30e1\u30f3\u30c8\u3067\u306f\u306a\u304f\u3001\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u4e0a\u3067\u306e\u52d5\u4f5c\u78ba\u8a8d\u3068\u7acb\u3061\u4e0a\u3052\u4f5c\u696d\u304c\u5fc5\u8981\u3067\u3059\u3002<\/li><li>Galaxy \u3092\u5bfe\u8c61\u3068\u3059\u308b\u5404\u30e2\u30c7\u30eb\u306b\u3064\u3044\u3066\u3001Tenstorrent \u306e\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u30b9\u30bf\u30c3\u30af\u3078\u306e\u5c0e\u5165\u3068\u691c\u8a3c\u3092\u5b9f\u65bd\u3057\u307e\u3057\u305f\u3002\u30e2\u30c7\u30eb\u306e\u30e2\u30c0\u30ea\u30c6\u30a3\u306b\u9069\u3057\u305f\u5165\u529b\u30c7\u30fc\u30bf\u3092\u7528\u3044\u3066\u6a5f\u80fd\u306e\u6b63\u78ba\u6027\u3068\u51fa\u529b\u54c1\u8cea\u3092\u78ba\u8a8d\u3057\u3001\u305d\u306e\u7d50\u679c\u3092 NVIDIA \u74b0\u5883\u3067\u306e\u5b9f\u88c5\u3068\u6bd4\u8f03\u3057\u307e\u3057\u305f\u3002<\/li><li>\u3059\u3079\u3066\u306e\u30e2\u30c7\u30eb\u306b\u3064\u3044\u3066\u3001\u4e21\u65b9\u306e\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u30fb\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u4e0a\u3067\u3001TTFT\uff08\u521d\u56de\u30c8\u30fc\u30af\u30f3\u751f\u6210\u6642\u9593\uff09\u3001TPOT\uff08\u51fa\u529b\u30c8\u30fc\u30af\u30f3\u3042\u305f\u308a\u306e\u751f\u6210\u6642\u9593\uff09\u3001\u30c7\u30b3\u30fc\u30c9\u30fb\u30b9\u30eb\u30fc\u30d7\u30c3\u30c8\u3001\u30a8\u30f3\u30c9\u30c4\u30fc\u30a8\u30f3\u30c9\u306e\u30ec\u30a4\u30c6\u30f3\u30b7\u3092\u6e2c\u5b9a\u3059\u308b\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3092\u5b9f\u65bd\u3057\u307e\u3057\u305f\u3002\u6a5f\u80fd\u306e\u6b63\u78ba\u6027\u3068\u7af6\u4e89\u529b\u306e\u3042\u308b\u6027\u80fd\u306e\u4e21\u65b9\u304c\u78ba\u8a8d\u3055\u308c\u305f\u30e2\u30c7\u30eb\u306e\u307f\u3092\u3001\u5c0e\u5165\u5b8c\u4e86\u3068\u5224\u5b9a\u3057\u307e\u3057\u305f\u3002<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3704ef82 e-con-full e-flex e-con e-child\" data-id=\"3704ef82\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-790f8625 elementor-view-framed elementor-position-inline-start elementor-mobile-position-inline-start elementor-shape-circle elementor-widget elementor-widget-icon-box\" data-id=\"790f8625\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" id=\"Outline\" viewBox=\"0 0 64 64\"><g><path d=\"m27.67285 32.61523c-.15527-.37255-.51904-.61523-.92285-.61523s-.76758.24268-.92285.61523l-2.5 6c-.2124.50977.02832 1.09521.53809 1.30762.51074.21484 1.0957-.02881 1.30762-.53809l.16033-.38476h2.83362s.16012.38425.16034.38477c.2086.50058.80814.74717 1.30762.53809.50977-.2124.75049-.79785.53809-1.30762zm-1.50622 4.38477.58337-1.3999.58337 1.3999z\"><\/path><path d=\"m34.5 32h-1.75c-.55225 0-1 .44775-1 1v6c0 .55225.44775 1 1 1 .55273 0 1-.44775 1-1v-1.5h.75c1.5166 0 2.75-1.2334 2.75-2.75s-1.2334-2.75-2.75-2.75zm0 3.5h-.75v-1.5h.75c.41309 0 .75.33643.75.75s-.33691.75-.75.75z\"><\/path><path d=\"m38.75 33v6c0 .55225.44727 1 1 1s1-.44775 1-1v-6c0-.55225-.44727-1-1-1s-1 .44775-1 1z\"><\/path><path d=\"m47.18433 25c.41412 1.1615 1.51373 2 2.81567 2 1.6543 0 3-1.3457 3-3s-1.3457-3-3-3c-1.30194 0-2.40161.8385-2.81573 2h-5.68427c-.40918 0-.77637.24902-.92871.62842l-1.74866 4.37158h-1.82263v-2c0-.55225-.44727-1-1-1s-1 .44775-1 1v2h-2v-4c0-.55225-.44775-1-1-1s-1 .44775-1 1v4h-2v-2c0-.55225-.44775-1-1-1s-1 .44775-1 1v2h-1.82263l-1.74866-4.37158c-.15234-.3794-.52002-.62842-.92871-.62842h-5.68427c-.41412-1.1615-1.51379-2-2.81573-2-1.6543 0-3 1.3457-3 3s1.3457 3 3 3c1.30194 0 2.40161-.8385 2.81573-2h5.00702l1.19995 3h-1.0227c-1.6543 0-3 1.3457-3 3v4h-2.18427c-.41412-1.1615-1.51379-2-2.81573-2-1.6543 0-3 1.3457-3 3s1.3457 3 3 3c1.30194 0 2.40161-.8385 2.81573-2h2.18427v4c0 1.6543 1.3457 3 3 3h1.02271l-1.19995 3h-5.00702c-.41413-1.1615-1.5138-2-2.81574-2-1.6543 0-3 1.3457-3 3s1.3457 3 3 3c1.30194 0 2.40161-.8385 2.81573-2h5.68427c.40869 0 .77637-.24902.92871-.62842l1.74866-4.37158h1.82263v2c0 .55225.44775 1 1 1s1-.44775 1-1v-2h2v4c0 .55225.44775 1 1 1s1-.44775 1-1v-4h2v2c0 .55225.44727 1 1 1s1-.44775 1-1v-2h1.82263l1.74866 4.37158c.15234.3794.51953.62842.92871.62842h5.68433c.41412 1.1615 1.51373 2 2.81567 2 1.6543 0 3-1.3457 3-3s-1.3457-3-3-3c-1.30194 0-2.40161.8385-2.81573 2h-5.00751l-1.19958-3h1.02282c1.6543 0 3-1.3457 3-3v-4h2.18433c.41412 1.1615 1.51373 2 2.81567 2 1.6543 0 3-1.3457 3-3s-1.3457-3-3-3c-1.30194 0-2.40161.8385-2.81573 2h-2.18427v-4c0-1.6543-1.3457-3-3-3h-1.02283l1.19958-3zm2.81567-2c.55176 0 1 .44873 1 1s-.44824 1-1 1-1-.44873-1-1 .44824-1 1-1zm-36 2c-.55127 0-1-.44873-1-1s.44873-1 1-1 1 .44873 1 1-.44873 1-1 1zm0 12c-.55127 0-1-.44873-1-1s.44873-1 1-1 1 .44873 1 1-.44873 1-1 1zm0 12c-.55127 0-1-.44873-1-1s.44873-1 1-1 1 .44873 1 1-.44873 1-1 1zm36-2c.55176 0 1 .44873 1 1s-.44824 1-1 1-1-.44873-1-1 .44824-1 1-1zm0-12c.55176 0 1 .44873 1 1s-.44824 1-1 1-1-.44873-1-1 .44824-1 1-1zm-7-4v10c0 .55127-.44824 1-1 1h-20c-.55127 0-1-.44873-1-1v-10c0-.55127.44873-1 1-1h2.49719c.0011 0 .0022.00049.0033.00049.00085 0 .00165-.00049.0025-.00049h14.99451c.00085 0 .00165.00049.0025.00049.0011 0 .00214-.00049.00323-.00049h2.49677c.55176 0 1 .44873 1 1z\"><\/path><path d=\"m52 15c.55225 0 1-.44775 1-1s-.44775-1-1-1h-10c-.55225 0-1 .44775-1 1s.44775 1 1 1z\"><\/path><circle cx=\"12\" cy=\"14\" r=\"1\"><\/circle><circle cx=\"16\" cy=\"14\" r=\"1\"><\/circle><circle cx=\"20\" cy=\"14\" r=\"1\"><\/circle><path d=\"m57 18v-6c0-1.6543-1.3457-3-3-3h-44c-1.6543 0-3 1.3457-3 3v40c0 1.6543 1.3457 3 3 3h44c1.6543 0 3-1.3457 3-3v-30c0-.55225-.44775-1-1-1s-1 .44775-1 1v30c0 .55127-.44873 1-1 1h-44c-.55127 0-1-.44873-1-1v-40c0-.55127.44873-1 1-1h44c.55127 0 1 .44873 1 1v5h-43c-.55225 0-1 .44775-1 1s.44775 1 1 1h44c.55225 0 1-.44775 1-1z\"><\/path><\/g><\/svg>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h3 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tOpenAI \u4e92\u63db API \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\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-37fe7f9d elementor-widget elementor-widget-text-editor\" data-id=\"37fe7f9d\" 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>\u30b5\u30fc\u30d3\u30f3\u30b0\u30fb\u30ec\u30a4\u30e4\u30fc\u306e\u4e0a\u306b\u306f\u3001\u8907\u6570\u306e\u30c6\u30ca\u30f3\u30c8\u306b\u5bfe\u5fdc\u3057\u305f OpenAI \u4e92\u63db\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u69cb\u7bc9\u3057\u307e\u3057\u305f\u3002<\/p><ul><li>\u30c1\u30e3\u30c3\u30c8\u3001\u753b\u50cf\u3001\u97f3\u58f0\u306b\u5bfe\u5fdc\u3057\u305f OpenAI \u4e92\u63db API\uff1a \u30d9\u30fc\u30b9 URL \u3092\u5909\u66f4\u3059\u308b\u3060\u3051\u3067\u3001\u9867\u5ba2\u306f\u65e2\u5b58\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u304b\u3089\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u5229\u7528\u3067\u304d\u307e\u3059\u3002<\/li><li>\u7d44\u7e54\u5358\u4f4d\u306e\u30ed\u30fc\u30eb\u30d9\u30fc\u30b9\u30fb\u30a2\u30af\u30bb\u30b9\u5236\u5fa1\uff08RBAC\uff09\uff1a \u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba\u74b0\u5883\u306b\u304a\u3051\u308b\u30c6\u30ca\u30f3\u30c8\u3078\u306e\u6a29\u9650\u59d4\u8b72\u306b\u5bfe\u5fdc\u3057\u307e\u3059\u3002<\/li><li>\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u5358\u4f4d\u306e\u30ec\u30fc\u30c8\u5236\u9650\u3068\u30b9\u30ed\u30c3\u30c8\u30ea\u30f3\u30b0\uff1a \u9ad8\u3044\u30b5\u30fc\u30d3\u30b9\u53ef\u7528\u6027\u3092\u7dad\u6301\u3057\u3001\u516c\u5e73\u306a\u30ea\u30bd\u30fc\u30b9\u914d\u5206\u3092\u5b9f\u73fe\u3057\u307e\u3059\u3002<\/li><li>\u76e3\u67fb\u30ed\u30b0\uff1a \u30ea\u30af\u30a8\u30b9\u30c8\u306e\u30e9\u30a4\u30d5\u30b5\u30a4\u30af\u30eb\u5168\u4f53\u306b\u308f\u305f\u3063\u3066\u8a18\u9332\u3092\u7ba1\u7406\u3057\u307e\u3059\u3002<\/li><li>\u7d71\u5408\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30fb\u30b2\u30fc\u30c8\u30a6\u30a7\u30a4\uff1a API \u30ad\u30fc\u3068 JSON Web Token\uff08JWT\uff09\u3092\u4f7f\u7528\u3057\u3001\u8a8d\u8a3c\u3068\u30ea\u30af\u30a8\u30b9\u30c8\u306e\u5b89\u5168\u306a\u51e6\u7406\u3092\u4e00\u5143\u5316\u3057\u307e\u3059\u3002<\/li><\/ul><p>\u30d0\u30c3\u30af\u30a8\u30f3\u30c9\u306f\u3001\u5916\u90e8\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u306b\u5f71\u97ff\u3092\u4e0e\u3048\u308b\u3053\u3068\u306a\u304f\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u3092\u4ea4\u63db\u3067\u304d\u308b\u3088\u3046\u3001\u30e2\u30b8\u30e5\u30fc\u30eb\u5316\u3055\u308c\u305f\u69cb\u9020\u3078\u3068\u6539\u826f\u3057\u307e\u3057\u305f\u3002<\/p><p>API \u4e92\u63db\u6027\u306e\u78ba\u4fdd\u306f\u3001\u6226\u7565\u7684\u306a\u9078\u629e\u3067\u3057\u305f\u3002\u65b0\u8208\u30af\u30e9\u30a6\u30c9\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u306b\u3068\u3063\u3066\u3001\u72ec\u81ea API \u306b\u3088\u308b\u7d71\u5408\u30b3\u30b9\u30c8\u306f\u3001\u9867\u5ba2\u306e\u5c0e\u5165\u3092\u59a8\u3052\u308b\u6700\u5927\u306e\u969c\u58c1\u3068\u306a\u308a\u307e\u3059\u3002\u3053\u306e\u969c\u58c1\u3092\u53d6\u308a\u9664\u304f\u3053\u3068\u3067\u3001\u8cfc\u5165\u5224\u65ad\u306e\u7126\u70b9\u3092\u4fa1\u683c\u3068\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306b\u79fb\u3059\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3053\u308c\u306f\u3001\u8907\u6570\u306e\u30b7\u30ea\u30b3\u30f3\u30fb\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u5099\u3048\u305f\u74b0\u5883\u306b\u3068\u3063\u3066\u3001\u307e\u3055\u306b\u91cd\u8981\u306a\u7af6\u4e89\u9818\u57df\u3067\u3059\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-2fd4ba91 e-con-full e-flex e-con e-child\" data-id=\"2fd4ba91\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5d2cdc7a elementor-view-framed elementor-position-inline-start elementor-mobile-position-inline-start elementor-shape-circle elementor-widget elementor-widget-icon-box\" data-id=\"5d2cdc7a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 128 128\"><g><path d=\"m56.74 126h-12.74a2 2 0 0 1 0-4h11.84c.65-2.17-.57-9.94-1.84-14.43-.08-.28-.28-1-.5-2-.31-1.32-.48-2.41-.59-3.21a89.4 89.4 0 0 1 -1-11.13c0-.64 0-1.21 0-1.66v-5.16a.43.43 0 0 0 -.47-.41h-10.19a.43.43 0 0 0 -.47.41v5.24 1.6c-.07 2.26-.23 4.54-.47 6.78a2 2 0 0 1 -4-.42c.23-2.14.38-4.32.45-6.48 0-.59 0-1.11 0-1.53v-5.19a4.45 4.45 0 0 1 4.49-4.41h10.1a4.45 4.45 0 0 1 4.47 4.41v5.14 1.58a82.7 82.7 0 0 0 1 10.55v.11c.12.77.26 1.72.54 2.9.2.9.38 1.55.44 1.76.82 2.88 4.63 17.27-.31 19.39a2 2 0 0 1 -.75.16z\"><\/path><path d=\"m53.83 92h-15.07a2 2 0 1 1 0-4h15.07a2 2 0 0 1 0 4z\"><\/path><path d=\"m44 126h-40a2 2 0 0 1 -2-2v-25a2 2 0 0 1 2-2h40a2 2 0 0 1 2 2v25a2 2 0 0 1 -2 2zm-38-4h36v-21h-36z\"><\/path><path d=\"m24 109h-8a2 2 0 0 1 0-4h8a2 2 0 0 1 0 4z\"><\/path><path d=\"m38 109h-8a2 2 0 0 1 0-4h8a2 2 0 0 1 0 4z\"><\/path><path d=\"m56.74 48h-12.74a2 2 0 0 1 0-4h11.84c.65-2.17-.57-9.94-1.84-14.43-.08-.28-.28-1-.5-2-.31-1.32-.48-2.41-.59-3.21a89.4 89.4 0 0 1 -1-11.13c0-.64 0-1.21 0-1.66v-5.16a.43.43 0 0 0 -.56-.41h-10.1a.43.43 0 0 0 -.47.41v5.24 1.6c-.07 2.33-.24 4.69-.49 7a2 2 0 0 1 -4-.43c.24-2.22.4-4.48.47-6.7 0-.59 0-1.11 0-1.53v-5.18a4.45 4.45 0 0 1 4.49-4.41h10.1a4.45 4.45 0 0 1 4.47 4.41v5.14 1.58a82.7 82.7 0 0 0 1 10.55v.11c.12.77.26 1.72.54 2.9.2.9.38 1.55.44 1.76.82 2.88 4.63 17.27-.31 19.39a2 2 0 0 1 -.75.16z\"><\/path><path d=\"m53.83 14h-15.07a2 2 0 0 1 0-4h15.07a2 2 0 0 1 0 4z\"><\/path><path d=\"m44 48h-40a2 2 0 0 1 -2-2v-25a2 2 0 0 1 2-2h40a2 2 0 0 1 2 2v25a2 2 0 0 1 -2 2zm-38-4h36v-21h-36z\"><\/path><path d=\"m24 31h-8a2 2 0 0 1 0-4h8a2 2 0 0 1 0 4z\"><\/path><path d=\"m38 31h-8a2 2 0 0 1 0-4h8a2 2 0 0 1 0 4z\"><\/path><path d=\"m119.53 60h-14.53a2 2 0 0 1 0-4h14.49a2.48 2.48 0 0 0 2.51-2.47v-3.06a2.48 2.48 0 0 0 -2.47-2.47h-25.06a2.48 2.48 0 0 0 -2.47 2.47v3.06a2.48 2.48 0 0 0 2.47 2.47h2.53a2 2 0 0 1 0 4h-2.53a6.47 6.47 0 0 1 -6.47-6.47v-3.06a6.47 6.47 0 0 1 6.47-6.47h25.06a6.47 6.47 0 0 1 6.47 6.47v3.06a6.47 6.47 0 0 1 -6.47 6.47z\"><\/path><path d=\"m116 53a2 2 0 0 1 -2-2v-4a2 2 0 0 1 4 0v4a2 2 0 0 1 -2 2z\"><\/path><path d=\"m119.53 72h-25.06a6.47 6.47 0 0 1 -6.47-6.47v-3.06a6.47 6.47 0 0 1 6.47-6.47h2.53a2 2 0 0 1 0 4h-2.53a2.48 2.48 0 0 0 -2.47 2.47v3.06a2.48 2.48 0 0 0 2.47 2.47h25.06a2.48 2.48 0 0 0 2.47-2.47v-3.06a2.48 2.48 0 0 0 -2.47-2.47h-14.53a2 2 0 0 1 0-4h14.49a6.47 6.47 0 0 1 6.51 6.47v3.06a6.47 6.47 0 0 1 -6.47 6.47z\"><\/path><path d=\"m116 65a2 2 0 0 1 -2-2v-4a2 2 0 0 1 4 0v4a2 2 0 0 1 -2 2z\"><\/path><path d=\"m119.53 84h-25.06a6.47 6.47 0 0 1 -6.47-6.47v-3.06a6.47 6.47 0 0 1 6.47-6.47h25.06a6.47 6.47 0 0 1 6.47 6.47v3.06a6.47 6.47 0 0 1 -6.47 6.47zm-25.06-12a2.48 2.48 0 0 0 -2.47 2.47v3.06a2.48 2.48 0 0 0 2.47 2.47h25.06a2.48 2.48 0 0 0 2.47-2.47v-3.06a2.48 2.48 0 0 0 -2.47-2.47z\"><\/path><path d=\"m116 77a2 2 0 0 1 -2-2v-4a2 2 0 0 1 4 0v4a2 2 0 0 1 -2 2z\"><\/path><path d=\"m71.5 45a2 2 0 0 1 -2-2v-3a2 2 0 0 1 4 0v3a2 2 0 0 1 -2 2z\"><\/path><path d=\"m71.5 107h-8a2 2 0 0 1 0-4h6v-52a2 2 0 0 1 4 0v54a2 2 0 0 1 -2 2z\"><\/path><path d=\"m71.5 34a2 2 0 0 1 -2-2v-7h-6a2 2 0 0 1 0-4h8a2 2 0 0 1 2 2v9a2 2 0 0 1 -2 2z\"><\/path><path d=\"m80.5 66h-8a2 2 0 0 1 0-4h8a2 2 0 0 1 0 4z\"><\/path><\/g><\/svg>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h3 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tRAG \u3068\u30d0\u30c3\u30c1\u63a8\u8ad6\u306e\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\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-59e72e52 elementor-widget elementor-widget-text-editor\" data-id=\"59e72e52\" 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<ul><li><strong>\u30d5\u30a1\u30a4\u30eb\u7ba1\u7406\u306e\u5168\u30e9\u30a4\u30d5\u30b5\u30a4\u30af\u30eb\u3078\u306e\u5bfe\u5fdc\u00a0 :\u00a0 <\/strong>\u30b5\u30fc\u30d0\u30fc\u5074\u3067\u306e S3 \u30b9\u30ad\u30e3\u30f3\u306b\u52a0\u3048\u3001\u30c1\u30e3\u30f3\u30af\u5206\u5272\u3068\u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30af\u691c\u7d22\u3092\u51e6\u7406\u3059\u308b RAG \u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u3092\u69cb\u7bc9\u3057\u307e\u3057\u305f\u3002<\/li><li><strong>\u30d0\u30c3\u30c1\u51e6\u7406:<\/strong> \u30c1\u30e3\u30c3\u30c8\u30d9\u30fc\u30b9\u306e\u30ea\u30af\u30a8\u30b9\u30c8\u306b\u5bfe\u3059\u308b\u30d0\u30c3\u30c1\u51e6\u7406\u3092\u5b9f\u88c5\u3057\u307e\u3057\u305f\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u5927\u898f\u6a21\u306a\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u3092\u5bfe\u8a71\u578b\u30c8\u30e9\u30d5\u30a3\u30c3\u30af\u3068\u7af6\u5408\u3055\u305b\u308b\u3053\u3068\u306a\u304f\u3001\u975e\u540c\u671f\u3067\u52b9\u7387\u7684\u306b\u51e6\u7406\u3067\u304d\u307e\u3059\u3002<\/li><li><strong>RAG \u95a2\u9023 API\uff1a<\/strong>\u30ea\u30e9\u30f3\u30ad\u30f3\u30b0\u3068\u57cb\u3081\u8fbc\u307f\u30d9\u30af\u30c8\u30eb\u306e\u751f\u6210\u306b\u5bfe\u5fdc\u3059\u308b API \u3082\u958b\u767a\u3057\u307e\u3057\u305f\u3002<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-1698dcf3 e-con-full e-flex e-con e-child\" data-id=\"1698dcf3\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-313290e6 elementor-view-framed elementor-position-inline-start elementor-mobile-position-inline-start elementor-shape-circle elementor-widget elementor-widget-icon-box\" data-id=\"313290e6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" id=\"Layer_1\" height=\"512\" viewBox=\"0 0 68 68\" width=\"512\"><g id=\"_x31_30\"><path d=\"m58.1 44.6c1.1 0 2.1-.9 2.1-2v-9.7c0-1.1-.9-2-2.1-2h-22.5v-3.6c0-.6-.4-1-1-1s-1 .4-1 1v3.6h-22.5c-1.1 0-2.1.9-2.1 2v9.7c0 1.1.9 2 2.1 2h6.8v3.5h-6.8c-1.1 0-2.1.9-2.1 2v9.7c0 1.1.9 2 2.1 2h1.5v2.8c0 .6.4 1 1 1h6.5c.6 0 1-.4 1-1v-2.8h27v2.8c0 .6.4 1 1 1h6.5c.6 0 1-.4 1-1v-2.8h1.5c1.1 0 2.1-.9 2.1-2v-9.7c0-1.1-.9-2-2.1-2h-6.8v-3.5zm-47-2 .1-9.7h47.1l-.1 9.7zm8 21h-4.5v-1.8h4.5zm35.6 0h-4.5v-1.8h4.5zm3.5-13.5-.1 9.7h-47.1l.1-9.7zm-8.9-2h-29.4v-3.5h29.4z\"><\/path><path d=\"m15 37.7c0 .5.5 1 1 1s1-.4 1-1c0-.5-.4-1-1-1s-1 .4-1 1z\"><\/path><path d=\"m20.8 36.7c-.6 0-1 .4-1 1s.5 1 1 1c.6 0 1-.5 1-1 0-.6-.5-1-1-1z\"><\/path><path d=\"m24.6 37.7c0 .5.5 1 1 1s1-.4 1-1c0-.5-.4-1-1-1s-1 .5-1 1z\"><\/path><path d=\"m43.7 35.7c-.6 0-1 .4-1 1v2c0 .6.4 1 1 1s1-.4 1-1v-2c0-.5-.5-1-1-1z\"><\/path><path d=\"m48.5 35.7c-.6 0-1 .4-1 1v2c0 .6.4 1 1 1s1-.4 1-1v-2c0-.5-.5-1-1-1z\"><\/path><path d=\"m53.3 35.7c-.6 0-1 .4-1 1v2c0 .6.4 1 1 1s1-.4 1-1v-2c0-.5-.4-1-1-1z\"><\/path><path d=\"m16 55.9c.6 0 1-.4 1-1s-.4-1-1-1-1 .5-1 1 .4 1 1 1z\"><\/path><path d=\"m20.8 55.9c.6 0 1-.5 1-1s-.4-1-1-1-1 .4-1 1 .4 1 1 1z\"><\/path><path d=\"m25.6 55.9c.5 0 1-.4 1-1s-.4-1-1-1-1 .5-1 1 .4 1 1 1z\"><\/path><path d=\"m43.7 56.9c.6 0 1-.4 1-1v-2c0-.6-.4-1-1-1s-1 .4-1 1v2c0 .6.4 1 1 1z\"><\/path><path d=\"m48.5 56.9c.6 0 1-.4 1-1v-2c0-.6-.4-1-1-1s-1 .4-1 1v2c0 .6.4 1 1 1z\"><\/path><path d=\"m53.3 56.9c.6 0 1-.4 1-1v-2c0-.6-.4-1-1-1s-1 .4-1 1v2c0 .6.4 1 1 1z\"><\/path><path d=\"m34.7 21.8c.6 0 1-.4 1-1v-3.6h4.3c1.1 0 2-.9 2-2v-10.8c0-1.1-.9-2-2-2h-10.7c-1.1 0-2 .9-2 2v10.8c0 1.1.9 2 2 2h4.4v3.6c0 .6.4 1 1 1zm-5.4-17.4h10.8v10.8c-6.5 0-8.7 0-10.8 0z\"><\/path><path d=\"m16.1 9.5c0-3.9-3.2-7-7-7-3.9 0-7 3.2-7 7 0 3.5 2.6 6.5 6 7v4.8c0 2.2 1.8 4 4 4h43.8c2.2 0 4-1.8 4-4v-5h5.1c.8 0 1.2-.8.9-1.5l-6.2-11.8c-.4-.7-1.4-.7-1.8 0l-6.2 11.7c-.4.7.1 1.5.9 1.5h5.2v5c0 1.1-.9 2-2 2-4.2 0-39.6 0-43.8 0-1.1 0-2-.9-2-2v-4.8c3.4-.5 6.1-3.4 6.1-6.9zm42.7-3.9 4.5 8.6h-9.1zm-54.8 3.9c0-2.8 2.3-5 5-5 2.8 0 5 2.3 5 5 0 2.8-2.3 5-5 5s-5-2.3-5-5z\"><\/path><path d=\"m12.1 9.5c0-1.7-1.4-3-3-3-1.7 0-3 1.4-3 3 0 1.7 1.4 3 3 3s3-1.4 3-3zm-4.1 0c0-.6.5-1 1-1 .6 0 1 .5 1 1 0 .6-.5 1-1 1s-1-.5-1-1z\"><\/path><path d=\"m36 8.4v3.8c0 .6.4 1 1 1s1-.4 1-1v-4.8c0-.6-.4-1-1-1h-4.8c-.6 0-1 .4-1 1s.4 1 1 1z\"><\/path><\/g><\/svg>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h3 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\t\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u3068 Multi-LoRA \u30b5\u30fc\u30d3\u30f3\u30b0\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\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-3e84704f elementor-widget elementor-widget-text-editor\" data-id=\"3e84704f\" 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 class=\"MsoNormal\"><span lang=\"JA\" style=\"font-family: 'MS Gothic'; mso-bidi-font-family: 'MS Gothic'; mso-ansi-language: EN-IN;\">\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u306f\u3001\u69cb\u6210\u53ef\u80fd\u306a\u30e2\u30b8\u30e5\u30fc\u30eb\u3092\u901a\u3058\u3066<\/span><span style=\"font-family: 'Aptos',sans-serif; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin; mso-ansi-language: EN-IN;\"> NVIDIA <\/span><span lang=\"JA\" style=\"font-family: 'MS Gothic'; mso-bidi-font-family: 'MS Gothic'; mso-ansi-language: EN-IN;\">\u5074\u306e\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u74b0\u5883\u3067\u5b9f\u884c\u3057\u307e\u3059\u3002\u3053\u306e\u30e2\u30b8\u30e5\u30fc\u30eb\u306f\u3001\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u5168\u4f53\u3068\u5171\u901a\u306e<\/span><span style=\"font-family: 'Aptos',sans-serif; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin; mso-ansi-language: EN-IN;\"> Kubernetes <\/span><span lang=\"JA\" style=\"font-family: 'MS Gothic'; mso-bidi-font-family: 'MS Gothic'; mso-ansi-language: EN-IN;\">\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u306b\u7d71\u5408\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/span><\/p><ul><li><strong>\u30e2\u30c7\u30eb\u975e\u4f9d\u5b58\u306e\u8a2d\u8a08<\/strong>\uff1a\u591a\u69d8\u306a\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9 LLM \u306b\u5bfe\u5fdc\u3057\u3001\u30e2\u30c7\u30eb\u56fa\u6709\u306e\u30b3\u30fc\u30c9\u3092\u5909\u66f4\u3059\u308b\u3053\u3068\u306a\u304f\u3001\u65b0\u3057\u3044\u30e2\u30c7\u30eb\u3092\u8fc5\u901f\u306b\u5c0e\u5165\u3067\u304d\u307e\u3059\u3002<\/li><li><strong>\u8907\u6570\u306e\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u30fb\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306e\u8a55\u4fa1\u3068\u30d9\u30f3\u30c1\u30de\u30fc\u30af\uff1a<\/strong>\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u901f\u5ea6\u3068\u30e1\u30e2\u30ea\u52b9\u7387\u3092\u6700\u9069\u5316\u3059\u308b\u305f\u3081\u3001\u8907\u6570\u306e\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3092\u8a55\u4fa1\u30fb\u6bd4\u8f03\u3057\u307e\u3057\u305f\u3002<\/li><li><strong>LoRA \u306a\u3069\u306e PEFT \u6280\u8853\uff1a<\/strong>\u30e1\u30e2\u30ea\u30d5\u30c3\u30c8\u30d7\u30ea\u30f3\u30c8\u3068\u8a08\u7b97\u30b3\u30b9\u30c8\u3092\u524a\u6e1b\u3057\u307e\u3059\u3002<\/li><li><strong>Multi-LoRA \u30c7\u30d7\u30ed\u30a4\u30e1\u30f3\u30c8\uff1a<\/strong>\u5171\u6709\u3059\u308b\u30d9\u30fc\u30b9\u30e2\u30c7\u30eb\u306e\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u4e0a\u3067\u3001\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u6e08\u307f\u306e\u8907\u6570\u306e\u30a2\u30c0\u30d7\u30bf\u30fc\u3092\u540c\u6642\u306b\u30b5\u30fc\u30d3\u30f3\u30b0\u3057\u307e\u3059<\/li><li><strong>\u5c02\u7528 GPU \u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\uff1a<\/strong>\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u306b\u5fdc\u3058\u305f\u30eb\u30fc\u30c6\u30a3\u30f3\u30b0\u3068\u3001Amazon SQS \u3092\u6d3b\u7528\u3057\u305f\u975e\u540c\u671f\u30c7\u30d7\u30ed\u30a4\u30e1\u30f3\u30c8\u306b\u5bfe\u5fdc\u3057\u307e\u3059\u3002<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-2d4a5be4 e-con-full e-flex e-con e-child\" data-id=\"2d4a5be4\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7bc1f48a elementor-view-framed elementor-position-inline-start elementor-mobile-position-inline-start elementor-shape-circle elementor-widget elementor-widget-icon-box\" data-id=\"7bc1f48a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" id=\"Layer_1\" viewBox=\"0 0 512 512\" data-name=\"Layer 1\"><path d=\"m375.466 441.05 40.115.45c4.414.049 7.953 3.668 7.903 8.083-.049 4.384-3.618 7.904-7.991 7.904-.03 0-.061 0-.092 0l-73.259-.822c-.336-.002-.668-.03-.999-.074-.082-.011-.162-.025-.243-.038-.239-.039-.475-.089-.708-.149-.082-.021-.165-.04-.246-.064-.295-.086-.585-.186-.868-.305-.041-.017-.08-.039-.121-.057-.244-.108-.481-.228-.713-.359-.08-.045-.158-.093-.236-.141-.204-.125-.402-.26-.595-.403-.06-.044-.121-.086-.179-.132-.249-.196-.488-.405-.714-.631-.011-.011-.021-.025-.033-.036-.208-.212-.404-.439-.589-.676-.05-.064-.097-.129-.145-.195-.147-.2-.285-.408-.414-.624-.028-.047-.063-.089-.09-.136-.014-.025-.023-.051-.037-.076-.154-.277-.298-.561-.421-.861v-.004c-.008-.016-.012-.032-.019-.048-.114-.284-.208-.571-.287-.859-.023-.083-.041-.167-.061-.251-.057-.237-.104-.473-.139-.711-.012-.08-.023-.159-.033-.239-.033-.288-.053-.575-.055-.862 0-.025-.003-.05-.003-.075 0-.321.022-.64.062-.956.008-.064.021-.127.03-.19.036-.247.083-.49.143-.731.021-.089.043-.177.068-.265.072-.256.156-.508.253-.755.018-.045.031-.092.049-.137.12-.29.259-.57.412-.844.014-.025.023-.052.038-.077l32.882-57.43c2.194-3.831 7.077-5.158 10.909-2.965 3.831 2.193 5.159 7.078 2.966 10.909l-20.169 35.226c69.663-38.259 113.464-111.214 113.464-192.126 0-120.932-98.384-219.316-219.315-219.316s-219.288 98.378-219.288 219.31c0 89.37 53.43 169.038 136.12 202.963 4.084 1.676 6.037 6.345 4.361 10.43-1.269 3.091-4.252 4.961-7.398 4.961-1.011 0-2.038-.193-3.031-.6-42.672-17.507-79.03-46.958-105.145-85.167-26.754-39.146-40.896-84.993-40.896-132.587 0-62.854 24.474-121.944 68.913-166.387 44.439-44.442 103.522-68.917 166.364-68.917s121.945 24.475 166.387 68.917 68.917 103.532 68.917 166.387c0 47.596-14.143 93.444-40.899 132.587-19.704 28.826-45.243 52.663-74.924 70.151zm-70.611-21.179v40.252c0 26.947-21.923 48.869-48.869 48.869s-48.87-21.922-48.87-48.869v-40.252c0-4.415 3.579-7.994 7.994-7.994h2.976v-30.064c-14.414-3.638-28.128-9.321-40.913-16.959l-12.225 12.225c-3.121 3.121-8.184 3.122-11.305 0l-42.293-42.293c-1.499-1.499-2.342-3.532-2.342-5.652s.843-4.153 2.342-5.652l12.225-12.225c-7.638-12.786-13.322-26.499-16.959-40.914h-17.279c-4.415 0-7.994-3.579-7.994-7.994v-59.811c0-4.415 3.579-7.994 7.994-7.994h17.277c3.633-14.406 9.318-28.121 16.961-40.914l-12.225-12.225c-3.122-3.122-3.122-8.183 0-11.305l42.293-42.293c3.121-3.122 8.184-3.122 11.305 0l12.225 12.225c12.784-7.636 26.499-13.322 40.913-16.959v-17.279c0-4.415 3.579-7.994 7.994-7.994h59.812c4.415 0 7.994 3.579 7.994 7.994v17.277c14.406 3.633 28.121 9.318 40.913 16.961l12.225-12.225c3.121-3.122 8.184-3.122 11.305 0l42.293 42.293c3.122 3.122 3.122 8.183 0 11.305l-12.225 12.225c7.643 12.792 13.328 26.506 16.962 40.913h17.276c4.415 0 7.994 3.579 7.994 7.994v59.811c0 4.415-3.579 7.994-7.994 7.994h-17.278c-3.639 14.415-9.322 28.128-16.96 40.914l12.225 12.225c1.499 1.499 2.342 3.532 2.342 5.652s-.843 4.153-2.342 5.652l-42.293 42.293c-3.121 3.122-8.184 3.122-11.305 0l-12.225-12.224c-12.792 7.642-26.507 13.326-40.913 16.96v30.063h2.976c4.415 0 7.994 3.579 7.994 7.994zm-48.869-102.671c46.75 0 84.783-38.021 84.783-84.756s-38.033-84.784-84.783-84.784-84.756 38.034-84.756 84.784 38.021 84.756 84.756 84.756zm-37.9 48.061v-39.481c-36.82-15.006-62.844-51.186-62.844-93.336 0-55.565 45.194-100.771 100.744-100.771s100.771 45.206 100.771 100.771c0 42.154-26.036 78.338-62.872 93.341v39.478c13.334-3.786 25.973-9.565 37.681-17.245 3.168-2.078 7.357-1.647 10.037 1.032l11.072 11.072 30.988-30.988-11.072-11.072c-2.679-2.678-3.109-6.869-1.031-10.037 9.496-14.477 16.093-30.392 19.607-47.302.771-3.708 4.038-6.367 7.826-6.367h15.646v-43.824h-15.646c-3.789 0-7.057-2.66-7.827-6.37-3.506-16.896-10.103-32.81-19.606-47.299-2.078-3.167-1.647-7.358 1.031-10.037l11.072-11.072-30.988-30.988-11.072 11.072c-2.678 2.678-6.868 3.11-10.037 1.032-14.488-9.504-30.401-16.101-47.299-19.606-3.71-.77-6.37-4.038-6.37-7.827v-15.647h-43.823v15.647c0 3.788-2.659 7.056-6.368 7.827-16.91 3.514-32.825 10.111-47.301 19.607-3.17 2.076-7.36 1.646-10.037-1.032l-11.072-11.072-30.988 30.988 11.072 11.072c2.679 2.679 3.109 6.869 1.031 10.037-9.504 14.49-16.101 30.404-19.605 47.299-.77 3.71-4.038 6.37-7.827 6.37h-15.647v43.824h15.647c3.788 0 7.056 2.659 7.826 6.368 3.514 16.909 10.11 32.824 19.606 47.302 2.078 3.167 1.647 7.358-1.031 10.037l-11.072 11.072 30.988 30.988 11.072-11.072c2.678-2.678 6.868-3.11 10.037-1.032 11.699 7.674 24.337 13.452 37.681 17.243zm15.988 46.616h43.823v-81.096c-7.057 1.57-14.388 2.406-21.911 2.406s-14.855-.836-21.912-2.407zm54.793 15.987h-65.763v32.258c0 18.131 14.75 32.882 32.882 32.882s32.881-14.751 32.881-32.882zm-15.387-188.196 23.5-28.375c2.816-3.4 2.343-8.439-1.058-11.255-3.401-2.817-8.441-2.343-11.255 1.058l-21.103 25.48h-23.368c-2.444 0-4.755 1.119-6.271 3.036l-19.049 24.094c-2.738 3.463-2.15 8.49 1.312 11.228 1.468 1.161 3.217 1.724 4.953 1.724 2.36 0 4.698-1.041 6.275-3.037l16.648-21.058h23.257c2.381 0 4.638-1.061 6.156-2.895z\"><\/path><\/svg>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h3 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\t\u63a8\u8ad6\u306e\u6700\u9069\u5316\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\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-262be3b5 elementor-widget elementor-widget-text-editor\" data-id=\"262be3b5\" 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>\u6295\u6a5f\u7684\u30c7\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u3001\u30c6\u30f3\u30bd\u30eb\u4e26\u5217\u5316\u3001\u30b5\u30fc\u30d0\u30fc\u30ec\u30d9\u30eb\u306e\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u306a\u3069\u306e\u624b\u6cd5\u3092\u8a55\u4fa1\u3057\u3001\u4e21\u65b9\u306e\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u30fb\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u30b9\u30eb\u30fc\u30d7\u30c3\u30c8\u3092\u6700\u5927\u5316\u3057\u3001\u30ec\u30a4\u30c6\u30f3\u30b7\u3092\u6700\u5c0f\u5316\u3057\u307e\u3057\u305f\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-58bf3043 e-con-full e-flex e-con e-child\" data-id=\"58bf3043\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1a71299f elementor-view-framed elementor-position-inline-start elementor-mobile-position-inline-start elementor-shape-circle elementor-widget elementor-widget-icon-box\" data-id=\"1a71299f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" id=\"outline\" viewBox=\"0 0 512 512\"><g><path d=\"m473 80h-41.007c-6.896-5.175-15.299-8-23.993-8h-88v-16c0-22.056-17.944-40-40-40h-176c-22.056 0-40 17.944-40 40v24h-25c-12.683 0-23 10.318-23 23v274c0 12.682 10.317 23 23 23h171.847l-14.399 48h-12.448c-22.056 0-40 17.944-40 40 0 4.418 3.582 8 8 8h208c4.418 0 8-3.582 8-8 0-22.056-17.944-40-40-40h-12.448l-14.399-48h171.847c12.683 0 23-10.318 23-23v-274c0-12.682-10.317-23-23-23zm-65 8c5.857 0 11.495 2.13 15.871 5.994 5.166 4.567 8.129 11.13 8.129 18.006v248h-160v-248c0-8.998-2.988-17.31-8.022-24zm-128-56c13.233 0 24 10.767 24 24v16h-72c-8.985 0-17.287 2.979-23.972 8h-40.028c-4.418 0-8 3.582-8 8s3.582 8 8 8h27.35c-2.149 4.903-3.35 10.313-3.35 16h-24c-4.418 0-8 3.582-8 8s3.582 8 8 8h24v16h-24c-4.418 0-8 3.582-8 8s3.582 8 8 8h24v16h-24c-4.418 0-8 3.582-8 8s3.582 8 8 8h24v16h-24c-4.418 0-8 3.582-8 8s3.582 8 8 8h24v16h-24c-4.418 0-8 3.582-8 8s3.582 8 8 8h24c0 13.233-10.767 24-24 24s-24-10.767-24-24v-200c0-8.998-2.988-17.31-8.022-24zm-24 80v168h-56.019c5.032-6.689 8.019-15.003 8.019-24v-144c0-13.233 10.767-24 24-24s24 10.767 24 24zm-176-56c0-13.233 10.767-24 24-24s24 10.767 24 24v72h-48zm-48 47c0-3.86 3.141-7 7-7h25v40c0 4.418 3.582 8 8 8h56v112c0 22.056 17.944 40 40 40h88v40h-224zm296 361c10.43 0 19.327 6.688 22.629 16h-189.258c3.302-9.312 12.199-16 22.629-16zm-114.847-16 14.399-48h56.895l14.399 48zm266.847-71c0 3.86-3.141 7-7 7h-434c-3.859 0-7-3.14-7-7v-25h224v8h-48c-4.418 0-8 3.582-8 8s3.582 8 8 8h232c4.418 0 8-3.582 8-8v-16h32zm0-41h-32v-224c0-5.566-1.172-11.003-3.355-16h28.355c3.859 0 7 3.14 7 7z\"><\/path><path d=\"m176 360h-16c-4.418 0-8 3.582-8 8s3.582 8 8 8h16c4.418 0 8-3.582 8-8s-3.582-8-8-8z\"><\/path><path d=\"m168 64h112c4.418 0 8-3.582 8-8s-3.582-8-8-8h-112c-4.418 0-8 3.582-8 8s3.582 8 8 8z\"><\/path><path d=\"m336 208c0 4.418 3.582 8 8 8h64c4.418 0 8-3.582 8-8s-3.582-8-8-8h-64c-4.418 0-8 3.582-8 8z\"><\/path><path d=\"m408 232h-112c-4.418 0-8 3.582-8 8s3.582 8 8 8h112c4.418 0 8-3.582 8-8s-3.582-8-8-8z\"><\/path><path d=\"m408 264h-112c-4.418 0-8 3.582-8 8s3.582 8 8 8h112c4.418 0 8-3.582 8-8s-3.582-8-8-8z\"><\/path><path d=\"m408 296h-112c-4.418 0-8 3.582-8 8s3.582 8 8 8h112c4.418 0 8-3.582 8-8s-3.582-8-8-8z\"><\/path><path d=\"m392 328h-88c-4.418 0-8 3.582-8 8s3.582 8 8 8h88c4.418 0 8-3.582 8-8s-3.582-8-8-8z\"><\/path><path d=\"m336 152h8v16h-8c-4.411 0-8-3.589-8-8 0-4.418-3.582-8-8-8s-8 3.582-8 8c0 13.233 10.767 24 24 24h8c0 4.418 3.582 8 8 8s8-3.582 8-8h8c13.233 0 24-10.767 24-24s-10.767-24-24-24h-8v-16h8c4.411 0 8 3.589 8 8 0 4.418 3.582 8 8 8s8-3.582 8-8c0-13.233-10.767-24-24-24h-8c0-4.418-3.582-8-8-8s-8 3.582-8 8h-8c-13.233 0-24 10.767-24 24s10.767 24 24 24zm32 0c4.411 0 8 3.589 8 8s-3.589 8-8 8h-8v-16zm-32-32h8v16h-8c-4.411 0-8-3.589-8-8s3.589-8 8-8z\"><\/path><path d=\"m56 192h48c4.418 0 8-3.582 8-8s-3.582-8-8-8h-48c-4.418 0-8 3.582-8 8s3.582 8 8 8z\"><\/path><path d=\"m56 224h48c4.418 0 8-3.582 8-8s-3.582-8-8-8h-48c-4.418 0-8 3.582-8 8s3.582 8 8 8z\"><\/path><path d=\"m56 256h48c4.418 0 8-3.582 8-8s-3.582-8-8-8h-48c-4.418 0-8 3.582-8 8s3.582 8 8 8z\"><\/path><path d=\"m56 288h48c4.418 0 8-3.582 8-8s-3.582-8-8-8h-48c-4.418 0-8 3.582-8 8s3.582 8 8 8z\"><\/path><path d=\"m56 320h176c4.418 0 8-3.582 8-8s-3.582-8-8-8h-176c-4.418 0-8 3.582-8 8s3.582 8 8 8z\"><\/path><\/g><\/svg>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h3 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\t\u8ab2\u91d1\u3068\u53ce\u76ca\u5316\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\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-7261fcfc elementor-widget elementor-widget-text-editor\" data-id=\"7261fcfc\" 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>\u5229\u7528\u91cf\u306e\u8a08\u6e2c\u6a5f\u80fd\u3092 Stripe \u3068\u9023\u643a\u3057\u305f\u53ce\u76ca\u5316\u306e\u4ed5\u7d44\u307f\u306b\u7d71\u5408\u3057\u307e\u3057\u305f\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u7570\u306a\u308b\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u306e\u30b3\u30b9\u30c8\u69cb\u9020\u3092\u6301\u3064\u74b0\u5883\u5168\u4f53\u3067\u3001\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306e\u5229\u7528\u72b6\u6cc1\u3092\u76f4\u63a5\u3001\u8ab2\u91d1\u5bfe\u8c61\u306e\u30a2\u30af\u30c6\u30a3\u30d3\u30c6\u30a3\u306b\u53cd\u6620\u3067\u304d\u307e\u3059\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-58fc2a14 e-con-full e-flex e-con e-child\" data-id=\"58fc2a14\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-360355c elementor-view-framed elementor-position-inline-start elementor-mobile-position-inline-start elementor-shape-circle elementor-widget elementor-widget-icon-box\" data-id=\"360355c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" id=\"Outline\" viewBox=\"0 0 64 64\" width=\"512\" height=\"512\"><g><path d=\"M32,4a9.988,9.988,0,0,0-7.187,16.936l.04.045a9.969,9.969,0,0,0,14.294,0l.04-.045A9.988,9.988,0,0,0,32,4Zm0,18a7.955,7.955,0,0,1-5.217-1.949,5.986,5.986,0,0,1,10.434,0A7.955,7.955,0,0,1,32,22Zm-2.5-9.5A2.5,2.5,0,1,1,32,15,2.5,2.5,0,0,1,29.5,12.5Zm9.1,6.007a7.952,7.952,0,0,0-3.417-2.834,4.5,4.5,0,1,0-6.374,0A7.952,7.952,0,0,0,25.4,18.507a8,8,0,1,1,13.208,0Z\"><\/path><path d=\"M51,35a8,8,0,1,0,8,8A8.009,8.009,0,0,0,51,35Zm0,14a6,6,0,1,1,6-6A6.006,6.006,0,0,1,51,49Z\"><\/path><path d=\"M52,31.051V29a3,3,0,0,0-3-3H42.131A26.73,26.73,0,0,0,54.57,15.49a2.8,2.8,0,0,0,0-2.98A26.591,26.591,0,0,0,32.027,0h-.043A26.559,26.559,0,0,0,9.43,12.51a2.8,2.8,0,0,0,0,2.979A26.724,26.724,0,0,0,21.883,26H15a3,3,0,0,0-3,3v2.051a12,12,0,1,0,2,0V29a1,1,0,0,1,1-1H28.5v3.417A2.993,2.993,0,0,0,27,34V59a5,5,0,0,0,10,0V34a2.993,2.993,0,0,0-1.5-2.583V28H49a1,1,0,0,1,1,1v2.051a12,12,0,1,0,2,0ZM23,43A10,10,0,1,1,13,33,10.011,10.011,0,0,1,23,43ZM11.12,14.422a.806.806,0,0,1,0-.845,24.749,24.749,0,0,1,11.037-9.52,13.968,13.968,0,0,0-.011,19.876A24.754,24.754,0,0,1,11.12,14.422ZM35,59a3,3,0,0,1-6,0V43h6Zm0-18H29V39h6Zm0-4H29V34a1,1,0,0,1,1-1h4a1,1,0,0,1,1,1Zm-4.5-6V27.952c.489.027.979.046,1.473.047h.043c.5,0,.992-.02,1.484-.047V31Zm1.506-5h-.033a12,12,0,0,1,.021-24h.033a12,12,0,0,1-.021,24ZM46,14a13.953,13.953,0,0,0-4.147-9.933,24.751,24.751,0,0,1,11.026,9.51h0a.806.806,0,0,1,0,.845,24.749,24.749,0,0,1-11.037,9.52A13.952,13.952,0,0,0,46,14Zm5,39A10,10,0,1,1,61,43,10.011,10.011,0,0,1,51,53Z\"><\/path><path d=\"M52.973,40.514,50.243,43.4l-1.274-1.146a1,1,0,0,0-1.338,1.486l2,1.8a1,1,0,0,0,1.4-.057l3.4-3.6a1,1,0,0,0-1.454-1.373Z\"><\/path><path d=\"M5,43a8,8,0,1,0,8-8A8.009,8.009,0,0,0,5,43Zm14,0a6,6,0,1,1-6-6A6.006,6.006,0,0,1,19,43Z\"><\/path><path d=\"M11.586,40.172a1,1,0,0,0-1.414,1.414L11.586,43l-1.414,1.414a1,1,0,1,0,1.414,1.414L13,44.414l1.414,1.414a1,1,0,0,0,1.414-1.414L14.414,43l1.414-1.414a1,1,0,0,0-1.414-1.414L13,41.586Z\"><\/path><\/g><\/svg>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h3 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\t\u53ef\u89b3\u6e2c\u6027\u3068\u8a55\u4fa1\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\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-7c3e15ac elementor-widget elementor-widget-text-editor\" data-id=\"7c3e15ac\" 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<ul><li><strong>\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3055\u308c\u305f\u53ef\u89b3\u6e2c\u6027\u30b9\u30bf\u30c3\u30af\uff1a<\/strong> Prometheus \u3092\u57fa\u76e4\u3068\u3057\u3066\u69cb\u7bc9\u3057\u3001\u904b\u7528\u62c5\u5f53\u8005\u304c\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u5168\u4f53\u306e\u72b6\u6cc1\u3092\u628a\u63e1\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u307e\u3057\u305f\u3002<\/li><li><strong>\u4f53\u7cfb\u7684\u306a\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u8a55\u4fa1<\/strong>\uff1a TTFT\u3001TPOT\u3001\u30c7\u30b3\u30fc\u30c9\u30fb\u30b9\u30eb\u30fc\u30d7\u30c3\u30c8\u3001\u30a8\u30f3\u30c9\u30c4\u30fc\u30a8\u30f3\u30c9\u306e\u30ec\u30a4\u30c6\u30f3\u30b7\u3092\u3001\u3059\u3079\u3066\u306e\u30e2\u30c7\u30eb\u3068\u4e21\u65b9\u306e\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u30fb\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u6e2c\u5b9a\u3059\u308b\u8a55\u4fa1\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u3092\u3001\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306e\u4e2d\u6838\u6a5f\u80fd\u3068\u3057\u3066\u5b9f\u88c5\u3057\u307e\u3057\u305f\u3002<\/li><li><strong>\u985e\u4f3c\u6027\u30d9\u30fc\u30b9\u306e\u8a55\u4fa1\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\uff1a<\/strong>\u958b\u767a\u6bb5\u968e\u304b\u3089\u672c\u756a\u904b\u7528\u53ef\u80fd\u306a\u72b6\u614b\u3078\u306e\u79fb\u884c\u3092\u5224\u5b9a\u3059\u308b\u4ed5\u7d44\u307f\u3092\u69cb\u7bc9\u3057\u307e\u3057\u305f\u3002<\/li><\/ul><p>\u7570\u7a2e\u6df7\u5728\u306e\u30b7\u30ea\u30b3\u30f3\u74b0\u5883\u3067\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u8a55\u4fa1\u3092\u5b9f\u65bd\u3059\u308b\u3053\u3068\u3053\u305d\u304c\u3001\u300c2\u793e\u306e\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u308b\u300d\u3068\u3044\u3046\u4e3b\u5f35\u3092\u3001\u5ba2\u89b3\u7684\u306a\u6839\u62e0\u306b\u88cf\u4ed8\u3051\u3089\u308c\u305f\u3082\u306e\u306b\u3057\u307e\u3059\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-7bdd0cc8 e-con-full e-flex e-con e-child\" data-id=\"7bdd0cc8\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3b6c43ea elementor-widget elementor-widget-text-editor\" data-id=\"3b6c43ea\" 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<h4><strong>\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u304c\u3082\u305f\u3089\u3057\u305f\u6210\u679c<\/strong><\/h4><ol><li><strong>\u771f\u306e\u30de\u30eb\u30c1\u30b7\u30ea\u30b3\u30f3\u5bfe\u5fdc\u30b5\u30fc\u30d3\u30b9\uff1a<\/strong> \u5358\u4e00\u306e API \u3092\u901a\u3058\u3066\u3001NVIDIA GPU \u3068 Tenstorrent Galaxy \u306e\u4e21\u65b9\u3067\u30e2\u30c7\u30eb\u3092\u672c\u756a\u74b0\u5883\u306b\u30c7\u30d7\u30ed\u30a4\u3057\u3001\u5b9f\u884c\u3067\u304d\u308b\u30b5\u30fc\u30d3\u30b9\u3092\u5b9f\u73fe\u3057\u307e\u3057\u305f\u3002<\/li><li><strong>\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u30b3\u30b9\u30c8\u306e\u524a\u6e1b\uff1a<\/strong> LoRA \u30d9\u30fc\u30b9\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3068 Multi-LoRA \u30b5\u30fc\u30d3\u30f3\u30b0\u306b\u3088\u308a\u3001\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3068\u63a8\u8ad6\u306e\u4e21\u65b9\u3067 GPU \u30ea\u30bd\u30fc\u30b9\u306e\u6d88\u8cbb\u3092\u6291\u5236\u3057\u307e\u3057\u305f\u3002\u3055\u3089\u306b\u3001\u5b9f\u969b\u306e\u9700\u8981\u30d1\u30bf\u30fc\u30f3\u306b\u57fa\u3065\u304f\u30aa\u30fc\u30c8\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u306b\u3088\u3063\u3066\u3001\u30ea\u30bd\u30fc\u30b9\u5229\u7528\u52b9\u7387\u3092\u6700\u9069\u5316\u3057\u307e\u3057\u305f\u3002<\/li><li><strong>\u62e1\u5f35\u6027\u306e\u9ad8\u3044\u30e2\u30c7\u30eb\u5c0e\u5165<\/strong>\uff1a \u8a2d\u5b9a\u53ef\u80fd\u306a\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u30fb\u30e2\u30b8\u30e5\u30fc\u30eb\u306b\u3088\u308a\u3001\u30e2\u30c7\u30eb\u56fa\u6709\u306e\u30b3\u30fc\u30c9\u5909\u66f4\u3084\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u306e\u5909\u66f4\u3092\u884c\u3046\u3053\u3068\u306a\u304f\u3001\u65b0\u3057\u3044\u30e2\u30c7\u30eb\u3092\u8fc5\u901f\u306b\u5c0e\u5165\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002<\/li><li><strong>\u30e2\u30c7\u30eb\u691c\u8a3c\u306e\u8fc5\u901f\u5316\uff1a<\/strong> \u4f53\u7cfb\u7684\u306a\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u8a55\u4fa1\u3068\u985e\u4f3c\u6027\u30d9\u30fc\u30b9\u306e\u8a55\u4fa1\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u306b\u3088\u308a\u3001\u30e2\u30c7\u30eb\u958b\u767a\u304b\u3089\u672c\u756a\u904b\u7528\u53ef\u80fd\u306a\u72b6\u614b\u306b\u81f3\u308b\u307e\u3067\u306e\u6642\u9593\u3092\u77ed\u7e2e\u3057\u307e\u3057\u305f\u3002<\/li><li><strong>\u5e02\u5834\u6295\u5165\u307e\u3067\u306e\u671f\u9593\u77ed\u7e2e\uff1a<\/strong> \u8fc5\u901f\u306a\u30c7\u30d7\u30ed\u30a4\u30e1\u30f3\u30c8\u306b\u3088\u3063\u3066 AI \u30b5\u30fc\u30d3\u30b9\u306e\u63d0\u4f9b\u3092\u52a0\u901f\u3057\u307e\u3057\u305f\u3002\u307e\u305f\u3001\u758e\u7d50\u5408\u306e\u8a2d\u8a08\u306b\u3088\u308a\u3001\u5c06\u6765\u306e\u30cb\u30fc\u30ba\u306b\u3082\u67d4\u8edf\u306b\u5bfe\u5fdc\u3067\u304d\u308b\u62e1\u5f35\u6027\u3092\u78ba\u4fdd\u3057\u307e\u3057\u305f\u3002<\/li><li><strong>\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba\u54c1\u8cea\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3068\u4fe1\u983c\u6027\uff1a<\/strong> \u8a8d\u8a3c\u306e\u4e00\u5143\u7ba1\u7406\u3001\u30ec\u30fc\u30c8\u5236\u9650\u3001\u76e3\u67fb\u30ed\u30b0\u3001\u5305\u62ec\u7684\u306a\u76e3\u8996\u6a5f\u80fd\u3092\u5b9f\u88c5\u3059\u308b\u3068\u3068\u3082\u306b\u3001\u5197\u9577\u69cb\u6210\u306b\u3088\u3063\u3066\u30c0\u30a6\u30f3\u30bf\u30a4\u30e0\u3092\u6700\u5c0f\u9650\u306b\u6291\u3048\u307e\u3057\u305f\u3002<\/li><\/ol><h4><strong>\u6280\u8853\u30b9\u30bf\u30c3\u30af<\/strong><\/h4><ul><li><strong>\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u3068\u30aa\u30fc\u30b1\u30b9\u30c8\u30ec\u30fc\u30b7\u30e7\u30f3<\/strong>\uff1a Kubernetes\u3001AWS EKS Hybrid Cluster\u3001KServe\u3001KNative\u3001Karpenter\u3001Longhorn\u3001Istio\u3001Cilium<\/li><li><strong>\u30b5\u30fc\u30d3\u30f3\u30b0\u30fb\u30e9\u30f3\u30bf\u30a4\u30e0<\/strong>\uff1a NVIDIA GPU \u4e0a\u306e vLLM\u3001Galaxy \u4e0a\u306e Tenstorrent \u88fd vLLM \u30d9\u30fc\u30b9\u63a8\u8ad6\u30b5\u30fc\u30d0\u30fc<\/li><li><strong>\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0 API \u3068\u30b5\u30fc\u30d3\u30b9<\/strong>\uff1a FastAPI\u3001Docker\u3001AWS\uff08DocumentDB\u3001S3\u3001SQS\u3001CloudFront\uff09\u3001MongoDB\u3001Redis\u3001Prometheus\u3001ClamAV\u3001Celery\u3001Stripe\u3001ReactJS\u3001Grafana<\/li><li><strong>LLM \u306e\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u3068\u6700\u9069\u5316<\/strong>\uff1a Python\u3001Hugging Face\u3001PEFT\u3001TRL\u3001Unsloth\u3001DeepSpeed\u3001Torchrun\u3001boto3<\/li><\/ul><h4><strong>MulticoreWare <\/strong><strong>\u3068\u3068\u3082\u306b\u53d6\u308a\u7d44\u3080<\/strong><\/h4><p>MulticoreWare \u306f\u3001AI \u30af\u30e9\u30a6\u30c9\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u3084\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u30fb\u30c1\u30fc\u30e0\u3068\u9023\u643a\u3057\u3001\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u5c64\u304b\u3089\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u5c64\u307e\u3067\u3001\u30d5\u30eb\u30b9\u30bf\u30c3\u30af\u306b\u308f\u305f\u308b AI \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306e\u69cb\u7bc9\u3068\u62e1\u5f35\u3092\u652f\u63f4\u3057\u307e\u3059\u3002\u30de\u30eb\u30c1\u30b7\u30ea\u30b3\u30f3\u5bfe\u5fdc\u3001\u65b0\u3057\u3044\u30a2\u30af\u30bb\u30e9\u30ec\u30fc\u30bf\u30fc\u3078\u306e\u30e2\u30c7\u30eb\u5c0e\u5165\u3001\u672c\u756a\u74b0\u5883\u5411\u3051\u63a8\u8ad6\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306e\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306f\u3001\u5f53\u793e\u306e\u4e2d\u6838\u7684\u306a\u53d6\u308a\u7d44\u307f\u3067\u3059\u3002<\/p><p>AI \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306e\u30ed\u30fc\u30c9\u30de\u30c3\u30d7\u306b\u3064\u3044\u3066\u3001\u305c\u3072\u5f53\u793e\u30c1\u30fc\u30e0\u306b\u3054\u76f8\u8ac7\u304f\u3060\u3055\u3044\u3002<\/p><p>\u304a\u554f\u3044\u5408\u308f\u305b\uff1a<a href=\"mailto:info@multicorewareinc.com\">info@multicorewareinc.com<\/a>.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>\u672c\u9867\u5ba2\u306f\u3001\u65e5\u672c\u3092\u62e0\u70b9\u3068\u3059\u308b AI \u306b\u7279\u5316\u3057\u305f\u30cd\u30aa\u30af\u30e9\u30a6\u30c9\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u3067\u3059\u3002<\/p>\n","protected":false},"author":1,"featured_media":30332,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":"","_links_to":"","_links_to_target":""},"categories":[17],"tags":[],"class_list":["post-30329","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-case-studies"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.5 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>\u30de\u30eb\u30c1\u30b7\u30ea\u30b3\u30f3 AI \u30af\u30e9\u30a6\u30c9\u306e\u69cb\u7bc9\uff1aNVIDIA GPU \u3068 Tenstorrent Galaxy \u3092\u6d3b\u7528\u3057\u305f\u30d5\u30eb\u30b9\u30bf\u30c3\u30af\u63a8\u8ad6\u30fb\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u30fb\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0 - MulticoreWare<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/multicorewareinc.com\/jp\/building-a-multi-silicon-ai-cloud-a-full-stack-inference-and-fine-tuning-platform-on-nvidia-gpus-and-tenstorrent-galaxy\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u30de\u30eb\u30c1\u30b7\u30ea\u30b3\u30f3 AI \u30af\u30e9\u30a6\u30c9\u306e\u69cb\u7bc9\uff1aNVIDIA GPU \u3068 Tenstorrent Galaxy \u3092\u6d3b\u7528\u3057\u305f\u30d5\u30eb\u30b9\u30bf\u30c3\u30af\u63a8\u8ad6\u30fb\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u30fb\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0 - MulticoreWare\" \/>\n<meta property=\"og:description\" content=\"\u672c\u9867\u5ba2\u306f\u3001\u65e5\u672c\u3092\u62e0\u70b9\u3068\u3059\u308b AI \u306b\u7279\u5316\u3057\u305f\u30cd\u30aa\u30af\u30e9\u30a6\u30c9\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u3067\u3059\u3002\" \/>\n<meta property=\"og:url\" content=\"https:\/\/multicorewareinc.com\/jp\/building-a-multi-silicon-ai-cloud-a-full-stack-inference-and-fine-tuning-platform-on-nvidia-gpus-and-tenstorrent-galaxy\/\" \/>\n<meta property=\"og:site_name\" content=\"MulticoreWare\" \/>\n<meta property=\"article:published_time\" content=\"2026-10-28T11:27:43+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2026-10-29T06:00:18+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/multicorewareinc.com\/jp\/wp-content\/uploads\/2026\/10\/building-1-1.webp\" \/>\n\t<meta property=\"og:image:width\" content=\"952\" \/>\n\t<meta property=\"og:image:height\" content=\"720\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/webp\" \/>\n<meta name=\"author\" content=\"admin\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"admin\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"2 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/multicorewareinc.com\\\/jp\\\/building-a-multi-silicon-ai-cloud-a-full-stack-inference-and-fine-tuning-platform-on-nvidia-gpus-and-tenstorrent-galaxy\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/multicorewareinc.com\\\/jp\\\/building-a-multi-silicon-ai-cloud-a-full-stack-inference-and-fine-tuning-platform-on-nvidia-gpus-and-tenstorrent-galaxy\\\/\"},\"author\":{\"name\":\"admin\",\"@id\":\"https:\\\/\\\/multicorewareinc.com\\\/jp\\\/#\\\/schema\\\/person\\\/bdd04a0d41b945b85203a63dad0e7141\"},\"headline\":\"\u30de\u30eb\u30c1\u30b7\u30ea\u30b3\u30f3 AI \u30af\u30e9\u30a6\u30c9\u306e\u69cb\u7bc9\uff1aNVIDIA GPU \u3068 Tenstorrent Galaxy \u3092\u6d3b\u7528\u3057\u305f\u30d5\u30eb\u30b9\u30bf\u30c3\u30af\u63a8\u8ad6\u30fb\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u30fb\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\",\"datePublished\":\"2026-10-28T11:27:43+00:00\",\"dateModified\":\"2026-10-29T06:00:18+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/multicorewareinc.com\\\/jp\\\/building-a-multi-silicon-ai-cloud-a-full-stack-inference-and-fine-tuning-platform-on-nvidia-gpus-and-tenstorrent-galaxy\\\/\"},\"wordCount\":159,\"image\":{\"@id\":\"https:\\\/\\\/multicorewareinc.com\\\/jp\\\/building-a-multi-silicon-ai-cloud-a-full-stack-inference-and-fine-tuning-platform-on-nvidia-gpus-and-tenstorrent-galaxy\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/multicorewareinc.com\\\/jp\\\/wp-content\\\/uploads\\\/2026\\\/10\\\/building-1-1.webp\",\"articleSection\":[\"Case Studies\"],\"inLanguage\":\"en-US\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/multicorewareinc.com\\\/jp\\\/building-a-multi-silicon-ai-cloud-a-full-stack-inference-and-fine-tuning-platform-on-nvidia-gpus-and-tenstorrent-galaxy\\\/\",\"url\":\"https:\\\/\\\/multicorewareinc.com\\\/jp\\\/building-a-multi-silicon-ai-cloud-a-full-stack-inference-and-fine-tuning-platform-on-nvidia-gpus-and-tenstorrent-galaxy\\\/\",\"name\":\"\u30de\u30eb\u30c1\u30b7\u30ea\u30b3\u30f3 AI \u30af\u30e9\u30a6\u30c9\u306e\u69cb\u7bc9\uff1aNVIDIA GPU \u3068 Tenstorrent Galaxy \u3092\u6d3b\u7528\u3057\u305f\u30d5\u30eb\u30b9\u30bf\u30c3\u30af\u63a8\u8ad6\u30fb\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u30fb\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0 - MulticoreWare\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/multicorewareinc.com\\\/jp\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/multicorewareinc.com\\\/jp\\\/building-a-multi-silicon-ai-cloud-a-full-stack-inference-and-fine-tuning-platform-on-nvidia-gpus-and-tenstorrent-galaxy\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/multicorewareinc.com\\\/jp\\\/building-a-multi-silicon-ai-cloud-a-full-stack-inference-and-fine-tuning-platform-on-nvidia-gpus-and-tenstorrent-galaxy\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/multicorewareinc.com\\\/jp\\\/wp-content\\\/uploads\\\/2026\\\/10\\\/building-1-1.webp\",\"datePublished\":\"2026-10-28T11:27:43+00:00\",\"dateModified\":\"2026-10-29T06:00:18+00:00\",\"author\":{\"@id\":\"https:\\\/\\\/multicorewareinc.com\\\/jp\\\/#\\\/schema\\\/person\\\/bdd04a0d41b945b85203a63dad0e7141\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/multicorewareinc.com\\\/jp\\\/building-a-multi-silicon-ai-cloud-a-full-stack-inference-and-fine-tuning-platform-on-nvidia-gpus-and-tenstorrent-galaxy\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/multicorewareinc.com\\\/jp\\\/building-a-multi-silicon-ai-cloud-a-full-stack-inference-and-fine-tuning-platform-on-nvidia-gpus-and-tenstorrent-galaxy\\\/#primaryimage\",\"url\":\"https:\\\/\\\/multicorewareinc.com\\\/jp\\\/wp-content\\\/uploads\\\/2026\\\/10\\\/building-1-1.webp\",\"contentUrl\":\"https:\\\/\\\/multicorewareinc.com\\\/jp\\\/wp-content\\\/uploads\\\/2026\\\/10\\\/building-1-1.webp\",\"width\":952,\"height\":720},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/multicorewareinc.com\\\/jp\\\/#website\",\"url\":\"https:\\\/\\\/multicorewareinc.com\\\/jp\\\/\",\"name\":\"MulticoreWare\",\"description\":\"\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/multicorewareinc.com\\\/jp\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/multicorewareinc.com\\\/jp\\\/#\\\/schema\\\/person\\\/bdd04a0d41b945b85203a63dad0e7141\",\"name\":\"admin\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/dad97c2bbe958007690ac853f82628f0510bfbc0f87a1d071017f933fd206c46?s=96&d=mm&r=g\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/dad97c2bbe958007690ac853f82628f0510bfbc0f87a1d071017f933fd206c46?s=96&d=mm&r=g\",\"contentUrl\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/dad97c2bbe958007690ac853f82628f0510bfbc0f87a1d071017f933fd206c46?s=96&d=mm&r=g\",\"caption\":\"admin\"},\"sameAs\":[\"https:\\\/\\\/multicorewareinc.com\\\/jp\",\"mcw-admin-static-link\"],\"url\":\"https:\\\/\\\/multicorewareinc.com\\\/jp\\\/author\\\/admin\\\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"\u30de\u30eb\u30c1\u30b7\u30ea\u30b3\u30f3 AI \u30af\u30e9\u30a6\u30c9\u306e\u69cb\u7bc9\uff1aNVIDIA GPU \u3068 Tenstorrent Galaxy \u3092\u6d3b\u7528\u3057\u305f\u30d5\u30eb\u30b9\u30bf\u30c3\u30af\u63a8\u8ad6\u30fb\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u30fb\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0 - MulticoreWare","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/multicorewareinc.com\/jp\/building-a-multi-silicon-ai-cloud-a-full-stack-inference-and-fine-tuning-platform-on-nvidia-gpus-and-tenstorrent-galaxy\/","og_locale":"en_US","og_type":"article","og_title":"\u30de\u30eb\u30c1\u30b7\u30ea\u30b3\u30f3 AI \u30af\u30e9\u30a6\u30c9\u306e\u69cb\u7bc9\uff1aNVIDIA GPU \u3068 Tenstorrent Galaxy \u3092\u6d3b\u7528\u3057\u305f\u30d5\u30eb\u30b9\u30bf\u30c3\u30af\u63a8\u8ad6\u30fb\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u30fb\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0 - MulticoreWare","og_description":"\u672c\u9867\u5ba2\u306f\u3001\u65e5\u672c\u3092\u62e0\u70b9\u3068\u3059\u308b AI \u306b\u7279\u5316\u3057\u305f\u30cd\u30aa\u30af\u30e9\u30a6\u30c9\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u3067\u3059\u3002","og_url":"https:\/\/multicorewareinc.com\/jp\/building-a-multi-silicon-ai-cloud-a-full-stack-inference-and-fine-tuning-platform-on-nvidia-gpus-and-tenstorrent-galaxy\/","og_site_name":"MulticoreWare","article_published_time":"2026-10-28T11:27:43+00:00","article_modified_time":"2026-10-29T06:00:18+00:00","og_image":[{"width":952,"height":720,"url":"https:\/\/multicorewareinc.com\/jp\/wp-content\/uploads\/2026\/10\/building-1-1.webp","type":"image\/webp"}],"author":"admin","twitter_card":"summary_large_image","twitter_misc":{"Written by":"admin","Est. reading time":"2 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/multicorewareinc.com\/jp\/building-a-multi-silicon-ai-cloud-a-full-stack-inference-and-fine-tuning-platform-on-nvidia-gpus-and-tenstorrent-galaxy\/#article","isPartOf":{"@id":"https:\/\/multicorewareinc.com\/jp\/building-a-multi-silicon-ai-cloud-a-full-stack-inference-and-fine-tuning-platform-on-nvidia-gpus-and-tenstorrent-galaxy\/"},"author":{"name":"admin","@id":"https:\/\/multicorewareinc.com\/jp\/#\/schema\/person\/bdd04a0d41b945b85203a63dad0e7141"},"headline":"\u30de\u30eb\u30c1\u30b7\u30ea\u30b3\u30f3 AI \u30af\u30e9\u30a6\u30c9\u306e\u69cb\u7bc9\uff1aNVIDIA GPU \u3068 Tenstorrent Galaxy \u3092\u6d3b\u7528\u3057\u305f\u30d5\u30eb\u30b9\u30bf\u30c3\u30af\u63a8\u8ad6\u30fb\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u30fb\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0","datePublished":"2026-10-28T11:27:43+00:00","dateModified":"2026-10-29T06:00:18+00:00","mainEntityOfPage":{"@id":"https:\/\/multicorewareinc.com\/jp\/building-a-multi-silicon-ai-cloud-a-full-stack-inference-and-fine-tuning-platform-on-nvidia-gpus-and-tenstorrent-galaxy\/"},"wordCount":159,"image":{"@id":"https:\/\/multicorewareinc.com\/jp\/building-a-multi-silicon-ai-cloud-a-full-stack-inference-and-fine-tuning-platform-on-nvidia-gpus-and-tenstorrent-galaxy\/#primaryimage"},"thumbnailUrl":"https:\/\/multicorewareinc.com\/jp\/wp-content\/uploads\/2026\/10\/building-1-1.webp","articleSection":["Case Studies"],"inLanguage":"en-US"},{"@type":"WebPage","@id":"https:\/\/multicorewareinc.com\/jp\/building-a-multi-silicon-ai-cloud-a-full-stack-inference-and-fine-tuning-platform-on-nvidia-gpus-and-tenstorrent-galaxy\/","url":"https:\/\/multicorewareinc.com\/jp\/building-a-multi-silicon-ai-cloud-a-full-stack-inference-and-fine-tuning-platform-on-nvidia-gpus-and-tenstorrent-galaxy\/","name":"\u30de\u30eb\u30c1\u30b7\u30ea\u30b3\u30f3 AI \u30af\u30e9\u30a6\u30c9\u306e\u69cb\u7bc9\uff1aNVIDIA GPU \u3068 Tenstorrent Galaxy \u3092\u6d3b\u7528\u3057\u305f\u30d5\u30eb\u30b9\u30bf\u30c3\u30af\u63a8\u8ad6\u30fb\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u30fb\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0 - MulticoreWare","isPartOf":{"@id":"https:\/\/multicorewareinc.com\/jp\/#website"},"primaryImageOfPage":{"@id":"https:\/\/multicorewareinc.com\/jp\/building-a-multi-silicon-ai-cloud-a-full-stack-inference-and-fine-tuning-platform-on-nvidia-gpus-and-tenstorrent-galaxy\/#primaryimage"},"image":{"@id":"https:\/\/multicorewareinc.com\/jp\/building-a-multi-silicon-ai-cloud-a-full-stack-inference-and-fine-tuning-platform-on-nvidia-gpus-and-tenstorrent-galaxy\/#primaryimage"},"thumbnailUrl":"https:\/\/multicorewareinc.com\/jp\/wp-content\/uploads\/2026\/10\/building-1-1.webp","datePublished":"2026-10-28T11:27:43+00:00","dateModified":"2026-10-29T06:00:18+00:00","author":{"@id":"https:\/\/multicorewareinc.com\/jp\/#\/schema\/person\/bdd04a0d41b945b85203a63dad0e7141"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/multicorewareinc.com\/jp\/building-a-multi-silicon-ai-cloud-a-full-stack-inference-and-fine-tuning-platform-on-nvidia-gpus-and-tenstorrent-galaxy\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/multicorewareinc.com\/jp\/building-a-multi-silicon-ai-cloud-a-full-stack-inference-and-fine-tuning-platform-on-nvidia-gpus-and-tenstorrent-galaxy\/#primaryimage","url":"https:\/\/multicorewareinc.com\/jp\/wp-content\/uploads\/2026\/10\/building-1-1.webp","contentUrl":"https:\/\/multicorewareinc.com\/jp\/wp-content\/uploads\/2026\/10\/building-1-1.webp","width":952,"height":720},{"@type":"WebSite","@id":"https:\/\/multicorewareinc.com\/jp\/#website","url":"https:\/\/multicorewareinc.com\/jp\/","name":"MulticoreWare","description":"","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/multicorewareinc.com\/jp\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Person","@id":"https:\/\/multicorewareinc.com\/jp\/#\/schema\/person\/bdd04a0d41b945b85203a63dad0e7141","name":"admin","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/secure.gravatar.com\/avatar\/dad97c2bbe958007690ac853f82628f0510bfbc0f87a1d071017f933fd206c46?s=96&d=mm&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/dad97c2bbe958007690ac853f82628f0510bfbc0f87a1d071017f933fd206c46?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/dad97c2bbe958007690ac853f82628f0510bfbc0f87a1d071017f933fd206c46?s=96&d=mm&r=g","caption":"admin"},"sameAs":["https:\/\/multicorewareinc.com\/jp","mcw-admin-static-link"],"url":"https:\/\/multicorewareinc.com\/jp\/author\/admin\/"}]}},"_links":{"self":[{"href":"https:\/\/multicorewareinc.com\/jp\/wp-json\/wp\/v2\/posts\/30329","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/multicorewareinc.com\/jp\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/multicorewareinc.com\/jp\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/multicorewareinc.com\/jp\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/multicorewareinc.com\/jp\/wp-json\/wp\/v2\/comments?post=30329"}],"version-history":[{"count":30,"href":"https:\/\/multicorewareinc.com\/jp\/wp-json\/wp\/v2\/posts\/30329\/revisions"}],"predecessor-version":[{"id":30384,"href":"https:\/\/multicorewareinc.com\/jp\/wp-json\/wp\/v2\/posts\/30329\/revisions\/30384"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/multicorewareinc.com\/jp\/wp-json\/wp\/v2\/media\/30332"}],"wp:attachment":[{"href":"https:\/\/multicorewareinc.com\/jp\/wp-json\/wp\/v2\/media?parent=30329"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/multicorewareinc.com\/jp\/wp-json\/wp\/v2\/categories?post=30329"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/multicorewareinc.com\/jp\/wp-json\/wp\/v2\/tags?post=30329"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}