{"id":16066,"date":"2025-02-13T11:58:17","date_gmt":"2025-02-13T02:58:17","guid":{"rendered":"https:\/\/highreso.jp\/edgehub\/?p=16066"},"modified":"2025-02-18T15:33:01","modified_gmt":"2025-02-18T06:33:01","slug":"deepseek-r1-model","status":"publish","type":"post","link":"https:\/\/highreso.jp\/edgehub\/machinelearning\/deepseek-r1-model.html","title":{"rendered":"\u3010DeepSeek-R1\u3011\u5404\u30e2\u30c7\u30eb\u306e\u6027\u80fd\u30fb\u5fc5\u8981\u306aGPU\u30e1\u30e2\u30ea\u30fb\u5546\u7528\u5229\u7528\u3092\u89e3\u8aac\uff01"},"content":{"rendered":"\n<p><span class=\"swl-format-2\">DeepSeek-R1\u306f\u3001\u4e2d\u56fd\u306eAI\u4f01\u696dDeepSeek\u304c\u958b\u767a\u3057\u305f\u6700\u65b0\u306e\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff08LLM\uff09\u3067\u3059\u3002<\/span><\/p>\n\n\n\n<p>DeepSeek-R1\u306f\u3001\u7121\u6599\u3067\u4f7f\u3048\u308b\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u3067\u3042\u308a\u306a\u304c\u3089\u3001OpenAI\u306eo1\u30e2\u30c7\u30eb\u306b\u5339\u6575\u3059\u308b\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u6301\u3064\u3068\u8a55\u4fa1\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001DeepSeek-R1\u306e\u5404\u30e2\u30c7\u30eb\u306e\u6027\u80fd\u3001\u5fc5\u8981\u306aGPU\u30e1\u30e2\u30ea\u3001\u5546\u7528\u5229\u7528\u306b\u3064\u3044\u3066\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"is-style-balloon_box\">\u3056\u3063\u304f\u308a\u8a00\u3046\u3068<\/p>\n\n\n\n<div class=\"wp-block-group is-style-big_icon_good\"><div class=\"wp-block-group__inner-container\">\n<ul class=\"wp-block-list\">\n<li>DeepSeek-R1\u306e\u30e2\u30c7\u30eb\u3054\u3068\u306e\u9055\u3044\u3084\u3001\u5fc5\u8981\u306aGPU\u30e1\u30e2\u30ea\u304c\u5206\u304b\u308b<\/li>\n\n\n\n<li>DeepSeek-R1\u306e\u30e2\u30c7\u30eb\u3054\u3068\u306e\u6027\u80fd\u3001\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3092\u7d39\u4ecb<\/li>\n\n\n\n<li>DeepSeek-R1\u306e\u5b89\u5168\u6027\u3068\u5546\u7528\u5229\u7528\u306b\u3064\u3044\u3066\u89e3\u8aac<\/li>\n<\/ul>\n<\/div><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">DeepSeek-R1\u3068\u306f\uff1f<\/h2>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"600\" height=\"300\" src=\"https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2024\/09\/38_midashi_0921.jpg\" alt=\"\u898b\u51fa\u3057\u753b\u50cf\" class=\"wp-image-11874\" srcset=\"https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2024\/09\/38_midashi_0921.jpg 600w, https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2024\/09\/38_midashi_0921-300x150.jpg 300w\" sizes=\"(max-width: 600px) 100vw, 600px\" \/><\/figure>\n\n\n\n<p>DeepSeek-R1\u306f\u3001\u4e2d\u56fd\u306eAI\u4f01\u696dDeepSeek\u304c\u958b\u767a\u3057\u305f\u6700\u65b0\u306e\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff08LLM\uff09\u3067\u3059\u3002<\/p>\n\n\n\n<p>DeepSeek-R1\u306f\u3001\u7121\u6599\u3067\u4f7f\u3048\u308b\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u3067\u3042\u308a\u306a\u304c\u3089\u3001OpenAI\u306eo1\u30e2\u30c7\u30eb\u306b\u5339\u6575\u3059\u308b\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u6301\u3064\u3068\u8a55\u4fa1\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p><span class=\"swl-format-2\">o1\u540c\u7b49\u306e\u30e2\u30c7\u30eb\u304c\u7121\u6599\u3067\u63d0\u4f9b\u3055\u308c\u3001\u5546\u7528\u5229\u7528\u3082\u81ea\u7531\u306b\u884c\u3048\u308b\u305f\u3081\u3001\u958b\u767a\u8005\u306b\u3068\u3063\u3066\u5927\u304d\u306a\u30e1\u30ea\u30c3\u30c8\u306b\u306a\u308a\u307e\u3059\u3002<\/span><\/p>\n\n\n\n<div class=\"p-blogParts post_content\" data-partsID=\"4485\"><p><div class=\"p-adBox -ranking -border-on\" data-id=\"4540\" data-ad=\"ranking\"><div class=\"p-adBox__title -rank1\">50\uff05\u5b89\u3044\u696d\u754c\u6700\u5b89\u7d1aGPU\u30af\u30e9\u30a6\u30c9\u300cGPUSOROBAN\u300d<\/div><div class=\"p-adBox__body\"><div class=\"p-adBox__img\"><div class=\"centerw250\"><a href=\"https:\/\/soroban.highreso.jp\/?utm_medium=edgehub&utm_source=edgehub&utm_campaign=highend-boxtop&adid=edgehub\" rel=\"nofollow\" referrerpolicy=\"no-referrer-when-downgrade\"><img decoding=\"async\" src=\"https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2024\/06\/gpusorobanlllm_banner.jpg\" alt=\"GPUSOROBAN\"><\/a><\/div><\/div><div class=\"p-adBox__details\"><div class=\"p-adBox__star c-reviewStars\"><i class=\"icon-star-full\"><\/i><i class=\"icon-star-full\"><\/i><i class=\"icon-star-full\"><\/i><i class=\"icon-star-full\"><\/i><i class=\"icon-star-full\"><\/i><\/div><div class=\"p-adBox__price u-thin u-fz-s\">GPU\u306e\u30b3\u30b9\u30c8\u3067\u304a\u60a9\u307f\u306e\u65b9\u306b\uff01<\/div><div class=\"p-adBox__desc\">AWS\u3068\u6bd4\u3079\u306650%\u4ee5\u4e0a\u5b89\u3044\u6599\u91d1\u3067\u3001\u9ad8\u901fGPU\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3092\u3054\u5229\u7528\u3044\u305f\u3060\u3051\u307e\u3059\u3002\r\n\u9762\u5012\u306a\u8a2d\u5b9a\u306f\u4e0d\u8981\u3001\u308f\u305a\u304b3\u5206\u3067\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u306e\u7acb\u3061\u4e0a\u3052\u304c\u53ef\u80fd\u3067\u3059\u3002\r\n\u30bf\u30b9\u30af\u306b\u5fdc\u3058\u3066\u6700\u9069\u306aGPU\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3092\u9078\u629e\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/div><\/div><\/div><div class=\"p-adBox__btns\"><a href=\"https:\/\/soroban.highreso.jp\/compute\/?utm_medium=edgehub&utm_source=edgehub&utm_campaign=boxtop&adid=edgehub\" class=\"p-adBox__btn -btn1\" target=\"_blank\" rel=\"noopener nofollow\">\u516c\u5f0f\u30b5\u30a4\u30c8\u3092\u898b\u308b<\/a><a href=\"https:\/\/soroban.highreso.jp\/download\/compute-catalog\/?utm_medium=edgehub&utm_source=edgehub&utm_campaign=boxtop&adid=edgehub\" class=\"p-adBox__btn -btn2\" target=\"_blank\" rel=\"noopener nofollow\">\u8cc7\u6599\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9<\/a><\/div><\/div><\/p>\n<\/div>\n\n\n\n<h2 class=\"wp-block-heading\">DeepSeek-R1\u306e\u4f55\u304c\u30b9\u30b4\u30a4\uff1f<\/h2>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"600\" height=\"300\" src=\"https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2024\/09\/10_midashi_0921.jpg\" alt=\"\u898b\u51fa\u3057\u753b\u50cf\" class=\"wp-image-11817\" srcset=\"https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2024\/09\/10_midashi_0921.jpg 600w, https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2024\/09\/10_midashi_0921-300x150.jpg 300w\" sizes=\"(max-width: 600px) 100vw, 600px\" \/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">\u9ad8\u3044\u63a8\u8ad6\u80fd\u529b<\/h3>\n\n\n\n<p>DeepSeek-R1\u306e\u9769\u65b0\u6027\u306f\u3001<span class=\"swl-format-2\">\u5f93\u6765\u306e\u3088\u3046\u306b\u5927\u91cf\u306e\u6559\u5e2b\u3042\u308a\u30c7\u30fc\u30bf\uff08SFT\uff09\u3092\u7528\u3044\u305f\u5b66\u7fd2\u3092\u884c\u308f\u305a\u3001\u7d14\u7c8b\u306a\u5f37\u5316\u5b66\u7fd2\uff08RL\uff09\u3060\u3051\u3067\u5b66\u7fd2\u3059\u308b\u3053\u3068<\/span>\u3067\u3001\u30e2\u30c7\u30eb\u306f\u81ea\u5df1\u691c\u8a3c\u3084\u5185\u7701\u3092\u901a\u3058\u3066\u3001\u9577\u3044\u601d\u8003\u9023\u9396\uff08Chain of Thought, CoT\uff09\u306e\u751f\u6210\u3068\u3044\u3063\u305f\u9ad8\u5ea6\u306a\u63a8\u8ad6\u80fd\u529b\u3092\u7372\u5f97\u3057\u307e\u3057\u305f\u3002\u3055\u3089\u306b\u5927\u898f\u6a21\u306a\u6559\u5e2b\u3042\u308a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u304c\u4e0d\u8981\u306a\u30e1\u30ea\u30c3\u30c8\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u5f37\u5316\u5b66\u7fd2\uff08RL\uff09\u306e\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3068\u3057\u3066<span class=\"swl-format-2\">GRPO\uff08Group Relative Policy Optimization\uff09<\/span>\u3092\u63a1\u7528\u3057\u3001\u5f93\u6765\u306e\u3088\u3046\u306b\u7d76\u5bfe\u7684\u306a\u30b9\u30b3\u30a2\u3067\u8a55\u4fa1\u3059\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u8907\u6570\u306e\u9078\u629e\u80a2\u3092\u6bd4\u8f03\u3057\u306a\u304c\u3089<span class=\"swl-format-2\">\u300c\u3088\u308a\u512a\u308c\u305f\u3082\u306e\u300d\u3092\u76f8\u5bfe\u7684\u306b\u5224\u65ad\u3059\u308b\u624b\u6cd5\u3092\u5831\u916c\u306e\u57fa\u6e96\u3068\u3057\u3066\u5b66\u7fd2\u3059\u308b\u3053\u3068\u3067\u3001\u8a08\u7b97\u30b3\u30b9\u30c8\u3092\u5927\u5e45\u306b\u524a\u6e1b\u3057\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u63a8\u8ad6\u80fd\u529b\u3068\u8aad\u307f\u3084\u3059\u3044\u6587\u7ae0\u306e\u4e21\u7acb<\/h3>\n\n\n\n<p>DeepSeek-R1\u306e\u5b66\u7fd2\u30d7\u30ed\u30bb\u30b9\u306f\u3001<span class=\"swl-format-2\">\u5f37\u5316\u5b66\u7fd2\uff08RL\uff09\u3068\u6559\u5e2b\u3042\u308a\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\uff08SFT\uff09\u3092\u4ea4\u4e92\u306b\u9069\u7528\u3059\u308b\u591a\u6bb5\u968e\u306e\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u3067\u69cb\u6210<\/span>\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u307e\u305a\u3001\u30d9\u30fc\u30b9\u30e2\u30c7\u30eb\u306bRL\u3092\u9069\u7528\u3057\u3066<span class=\"swl-format-2\">\u521d\u671f\u306e\u63a8\u8ad6\u80fd\u529b<\/span>\u3092\u5f37\u5316\u3057\uff08DeepSeek-R1-Zero\uff09\u3001\u305d\u306e\u5f8cSFT\u3067<span class=\"swl-format-2\">\u30b3\u30fc\u30eb\u30c9\u30b9\u30bf\u30fc\u30c8\u306e\u4e0d\u5b89\u5b9a\u3055\u3092\u89e3\u6d88\u3057\u306a\u304c\u3089\u53ef\u8aad\u6027\u3092\u5411\u4e0a<\/span>\u3055\u305b\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3055\u3089\u306b\u3001<span class=\"swl-format-2\">\u8ad6\u7406\u7684\u601d\u8003\u306e\u5f37\u5316\u3092\u76ee\u7684\u3068\u3057\u305fRL<\/span>\u3001<span class=\"swl-format-2\">\u6c4e\u7528\u6027\u5411\u4e0a\u306e\u305f\u3081\u306eSFT<\/span>\u3001<span class=\"swl-format-2\">\u6700\u7d42\u7684\u306a\u6709\u7528\u6027\u3068\u5b89\u5168\u6027\u306e\u6700\u9069\u5316\u3092\u76ee\u7684\u3068\u3057\u305fRL<\/span>\u3092\u9069\u7528\u3057\u3001\u7cbe\u5ea6\u30fb\u9069\u5fdc\u529b\u30fb\u5b89\u5168\u6027\u3092\u517c\u306d\u5099\u3048\u305f\u30e2\u30c7\u30eb\u3078\u3068\u4ed5\u4e0a\u3052\u307e\u3059\u3002<\/p>\n\n\n\n<div class=\"swell-block-capbox cap_box is-style-onborder_ttl2\" data-colset=\"col3\"><div class=\"cap_box_ttl\"><span>\u591a\u6bb5\u968e\u5b66\u7fd2\u30d7\u30ed\u30bb\u30b9<\/span><\/div><div class=\"cap_box_content\">\n<p><span class=\"swl-format-2\">\u7b2c0\u6bb5\u968e\uff08RL\uff1a\u30d9\u30fc\u30b9\u30e2\u30c7\u30eb\u306b\u5bfe\u3059\u308b\u5f37\u5316\u5b66\u7fd2\uff09<\/span><br>\u307e\u305a\u3001\u30d9\u30fc\u30b9\u30e2\u30c7\u30eb\u306b\u5bfe\u3057\u3066\u5f37\u5316\u5b66\u7fd2\uff08RL\uff09\u3092\u9069\u7528\u3057\u3001\u521d\u671f\u306e\u63a8\u8ad6\u80fd\u529b\u3092\u5f37\u5316\u3057\u307e\u3059\u3002\u3053\u306e\u30e2\u30c7\u30eb\u304cDeepSeek-R1-Zero\u306b\u3042\u305f\u308a\u307e\u3059\u3002\u3053\u306e\u30b9\u30c6\u30fc\u30b8\u3067\u306f\u3001\u5b66\u7fd2\u304c\u4e0d\u5b89\u5b9a\u3067\u6642\u9593\u304c\u304b\u304b\u308b\u30b3\u30fc\u30eb\u30c9\u30b9\u30bf\u30fc\u30c8\u554f\u984c\u3084\u3001\u8a00\u8a9e\u306e\u6df7\u5728\u3084\u53ef\u8aad\u6027\u306e\u4f4e\u3055\u306a\u3069\u306e\u8ab2\u984c\u304c\u542b\u307e\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p><span class=\"swl-format-2\">\u7b2c1\u6bb5\u968e\uff08SFT\uff1aCoT\u30d7\u30ed\u30bb\u30b9\u306e\u5b66\u7fd2\uff09<\/span><br>\u5c11\u91cf\u306e\u9ad8\u54c1\u8cea\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u7528\u3044\u3066\u6559\u5e2b\u3042\u308a\u5fae\u8abf\u6574\uff08SFT\uff09\u3092\u884c\u3044\u3001\u5f37\u5316\u5b66\u7fd2\uff08RL\uff09\u306b\u4f34\u3046\u521d\u671f\u306e\u4e0d\u5b89\u5b9a\u3055\u3092\u89e3\u6d88\u3057\u307e\u3059\u3002\u3053\u306e\u30c7\u30fc\u30bf\u306b\u306f\u601d\u8003\u30d7\u30ed\u30bb\u30b9\uff08Chain of Thought, CoT\uff09\u3092\u542b\u3081\u3001\u53ef\u8aad\u6027\u306e\u5411\u4e0a\u3092\u76ee\u7684\u3068\u3057\u305f\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u3092\u63a1\u7528\u3057\u3066\u3044\u307e\u3059\u3002\u307e\u305f\u3001\u8a00\u8a9e\u6df7\u5728\u3084\u51fa\u529b\u306e\u54c1\u8cea\u4f4e\u4e0b\u3068\u3044\u3063\u305f\u8ab2\u984c\u3092\u9632\u3050\u305f\u3081\u3001\u9069\u5207\u306a\u69cb\u6210\u3068\u30d5\u30a3\u30eb\u30bf\u30ea\u30f3\u30b0\u3092\u5b9f\u65bd\u3057\u307e\u3059\u3002\u5f37\u5316\u5b66\u7fd2\uff08RL\uff09\u306e\u521d\u671f\u6bb5\u968e\u3067\u306e\u4e0d\u5b89\u5b9a\u3055\u3092\u89e3\u6d88\u3057\u3001\u30e2\u30c7\u30eb\u306e\u8ad6\u7406\u7684\u601d\u8003\u80fd\u529b\u3092\u9ad8\u3081\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p><span class=\"swl-format-2\">\u7b2c2\u6bb5\u968e\uff08RL\uff1a\u63a8\u8ad6\u80fd\u529b\u306e\u5f37\u5316\uff09<\/span><br>\u6570\u5b66\u30fb\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u30fb\u79d1\u5b66\u306a\u3069\u3001\u8ad6\u7406\u7684\u601d\u8003\u304c\u6c42\u3081\u3089\u308c\u308b\u30bf\u30b9\u30af\u306b\u7279\u5316\u3057\u305f\u5f37\u5316\u5b66\u7fd2\uff08RL\uff09\u3092\u9069\u7528\u3057\u307e\u3059\u3002<br>\u3053\u306e\u6bb5\u968e\u3067\u306f\u3001DeepSeek-R1-Zero\u3067\u78ba\u8a8d\u3055\u308c\u305f\u8a00\u8a9e\u6df7\u5728\u306e\u554f\u984c\u3092\u8efd\u6e1b\u3059\u308b\u305f\u3081\u3001\u300c\u8a00\u8a9e\u4e00\u8cab\u6027\u5831\u916c\u300d\u3092\u8ffd\u52a0\u3057\u3001\u51fa\u529b\u306e\u7d71\u4e00\u6027\u3068\u53ef\u8aad\u6027\u3092\u78ba\u4fdd\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p><span class=\"swl-format-2\">\u7b2c3\u6bb5\u968e\uff08SFT<\/span><span class=\"swl-format-2\">\uff1a\u6c4e\u7528\u6027\u7684\u306a\u8a00\u8a9e\u80fd\u529b\u306e\u5411\u4e0a<\/span><span class=\"swl-format-2\">\uff09<\/span><br>\u6559\u5e2b\u3042\u308a\u5fae\u8abf\u6574\uff08SFT\uff09\u3092\u518d\u5ea6\u5b9f\u65bd\u3057\u3001\u30e9\u30a4\u30c6\u30a3\u30f3\u30b0\u30fbQ&amp;A\u30fb\u7ffb\u8a33\u306a\u3069\u3001\u5e45\u5e83\u3044\u30bf\u30b9\u30af\u306b\u5bfe\u5fdc\u3067\u304d\u308b\u6c4e\u7528\u6027\u3092\u5f37\u5316\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p><span class=\"swl-format-2\">\u7b2c4\u6bb5\u968e\uff08RL\uff1a\u502b\u7406\u7684\u30d0\u30a4\u30a2\u30b9\u306e\u8abf\u6574\uff09<\/span><br>\u6700\u5f8c\u306b\u3001\u30e2\u30c7\u30eb\u306e\u8ad6\u7406\u7684\u601d\u8003\u80fd\u529b\u3092\u3055\u3089\u306b\u6d17\u7df4\u3059\u308b\u3068\u3068\u3082\u306b\u3001\u6709\u7528\u6027\u3068\u7121\u5bb3\u6027\u3092\u5411\u4e0a\u3055\u305b\u308b\u305f\u3081\u3001\u7dcf\u5408\u7684\u306a\u5f37\u5316\u5b66\u7fd2\uff08RL\uff09\u3092\u9069\u7528\u3057\u307e\u3059\u3002\u3053\u306e\u30b9\u30c6\u30fc\u30b8\u3067\u306f\u3001\u6570\u5b66\u30fb\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u30fb\u8ad6\u7406\u7684\u601d\u8003\u306e\u7cbe\u5ea6\u5411\u4e0a\u306b\u52a0\u3048\u3001\u4eba\u9593\u306e\u55dc\u597d\u306b\u9069\u5fdc\u3059\u308b\u5fdc\u7b54\u306e\u6700\u9069\u5316\u3092\u884c\u3044\u3001\u5b89\u5168\u6027\u3092\u78ba\u4fdd\u3057\u307e\u3059\u3002<\/p>\n<\/div><\/div>\n\n\n\n<h3 class=\"wp-block-heading\">\u84b8\u7559\u30e2\u30c7\u30eb\u306b\u3088\u3063\u3066GPU\u306e\u8a08\u7b97\u30b3\u30b9\u30c8\u3092\u524a\u6e1b<\/h3>\n\n\n\n<p>DeepSeek-R1\u3067\u306f\u3001<span class=\"swl-format-2\">\u84b8\u7559\u3092\u7528\u3044\u3066\u3001\u5927\u898f\u6a21\u30e2\u30c7\u30eb\u306e\u63a8\u8ad6\u30d1\u30bf\u30fc\u30f3\u3092Qwen2.5\u3084Llama3\u306a\u3069\u306e\u5c0f\u578b\u30e2\u30c7\u30eb\u3078\u52b9\u679c\u7684\u306b\u8ee2\u79fb<\/span>\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u305d\u306e\u7d50\u679c\u3001GPU\u306e\u8a08\u7b97\u30b3\u30b9\u30c8\u3092\u6291\u3048\u306a\u304c\u3089\u3082\u3001\u9ad8\u3044\u63a8\u8ad6\u80fd\u529b\u3092\u6301\u3064\u8efd\u91cf\u306a\u30e2\u30c7\u30eb\u304c\u5b9f\u73fe\u3055\u308c\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p>\u3053\u308c\u306b\u3088\u308a\u3001<span class=\"swl-format-2\">\u51e6\u7406\u80fd\u529b\u306b\u5236\u7d04\u306e\u3042\u308b\u30ed\u30fc\u30ab\u30eb\u74b0\u5883\u3067\u3082\u3001DeepSeek-R1\u3092\u5341\u5206\u306b\u6d3b\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">DeepSeek-R1\u306e\u30e2\u30c7\u30eb\u306e\u7a2e\u985e\u3068\u5fc5\u8981\u306aGPU\u30e1\u30e2\u30ea\uff08VRAM\uff09<\/h2>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"600\" height=\"300\" src=\"https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2024\/08\/kuma41_midashi.jpg\" alt=\"\u898b\u51fa\u3057\u753b\u50cf\" class=\"wp-image-10017\" srcset=\"https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2024\/08\/kuma41_midashi.jpg 600w, https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2024\/08\/kuma41_midashi-300x150.jpg 300w\" sizes=\"(max-width: 600px) 100vw, 600px\" \/><\/figure>\n\n\n\n<p>DeepSeek-R1\u306f\u3001\u30d1\u30e9\u30e1\u30fc\u30bf\u6570\u306b\u5fdc\u3058\u3066\u8907\u6570\u306e\u30d0\u30ea\u30a8\u30fc\u30b7\u30e7\u30f3\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p><span class=\"swl-format-2\">\u30e2\u30c7\u30eb\u306e\u30d1\u30e9\u30e1\u30fc\u30bf\u6570\u304c\u5897\u52a0\u3059\u308b\u3068\u3001\u6027\u80fd\u304c\u5411\u4e0a\u3057\u307e\u3059\u304c\u3001\u305d\u306e\u5206\u5fc5\u8981\u306aGPU\u30e1\u30e2\u30ea\uff08VRAM\uff09\u3082\u5897\u52a0\u3057\u307e\u3059\u3002<\/span><\/p>\n\n\n\n<p>\u91cf\u5b50\u5316\u3092\u9069\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u7cbe\u5ea6\u3092\u82e5\u5e72\u843d\u3068\u3057\u306a\u304c\u3089\u3082GPU\u30e1\u30e2\u30ea\u3092\u7bc0\u7d04\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n<div class=\"c-scrollHint\"><span>\u30b9\u30af\u30ed\u30fc\u30eb\u3067\u304d\u307e\u3059 <i class=\"icon-more_arrow\"><\/i><\/span><\/div>\n<figure data-table-scrollable=\"both\" class=\"wp-block-table is-style-regular\"><table style=\"--table-width:1200px;\" class=\"has-fixed-layout\"><thead style=\"--thead-color--bg:var(--color_main);--thead-color--txt:var(--swl-text_color--white)\"><tr><th>\u30e2\u30c7\u30ebID<\/th><th>\u30d1\u30e9\u30e1\u30fc\u30bf\u6570<\/th><th>GPU\u30e1\u30e2\u30ea(VRAM)<br>\u203b\u91cf\u5b50\u5316\u306a\u3057<\/th><th>GPU\u30e1\u30e2\u30ea(VRAM)<br>\u203b4bit\u91cf\u5b50\u5316\u3042\u308a<\/th><th>GPU\u30e1\u30e2\u30ea\uff08VRAM\uff09<br>\u203bOllama\u30e2\u30c7\u30eb<\/th><th>\u53c2\u8003GPU\u30b9\u30da\u30c3\u30af<\/th><\/tr><\/thead><tbody><tr><td>deepseek-ai\/DeepSeek-R1-Distill-Qwen-1.5B<\/td><td>1.5B\uff0815\u5104\uff09<\/td><td>4GB<\/td><td>1GB<\/td><td>0.75GB<\/td><td>NVIDIA A4000 16GB x1\u679a<\/td><\/tr><tr><td>deepseek-ai\/DeepSeek-R1-Distill-Qwen-7B<\/td><td>7B\uff0870\u5104\uff09<\/td><td>18GB<\/td><td>4.5 GB<\/td><td>3.5GB<\/td><td>NVIDIA A100 40GB x1\u679a<\/td><\/tr><tr><td>deepseek-ai\/DeepSeek-R1-Distill-Llama-8B<\/td><td>8B\uff0880\u5104\uff09<\/td><td>21GB<\/td><td>5 GB<\/td><td>4GB<\/td><td>NVIDIA A100 40GB x1\u679a<\/td><\/tr><tr><td>deepseek-ai\/DeepSeek-R1-Distill-Qwen-14B<\/td><td>14B\uff08140\u5104\uff09<\/td><td>36GB<\/td><td>9 GB<\/td><td>7GB<\/td><td>NVIDIA A100 80GB x1\u679a<\/td><\/tr><tr><td>deepseek-ai\/DeepSeek-R1-Distill-Qwen-32B<\/td><td>32B\uff08320\u5104\uff09<\/td><td>82GB<\/td><td>21GB<\/td><td>16GB<\/td><td>NVIDIA H200 141GB x1\u679a<\/td><\/tr><tr><td>deepseek-ai\/DeepSeek-R1-Distill-Llama-70B<\/td><td>70B\uff08700\u5104\uff09<\/td><td>181GB<\/td><td>46 GB<\/td><td>35GB<\/td><td>NVIDIA H200 141GB x2\u679a<\/td><\/tr><tr><td>deepseek-ai\/DeepSeek-R1<\/td><td>617B\uff086710\u5104\uff09<\/td><td>1543GB<\/td><td>436 GB<\/td><td>1342GB<\/td><td>NVIDIA H200 141GB x12\u679a<\/td><\/tr><tr><td>deepseek-ai\/DeepSeek-R1-Zero<\/td><td>617B\uff086710\u5104\uff09<\/td><td>1543GB<\/td><td>436 GB<\/td><td>1342GB<\/td><td>NVIDIA H200 141GB x12\u679a<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"is-style-icon_announce\">Ollama\u304c\u63d0\u4f9b\u3059\u308b\u30e2\u30c7\u30eb\u306b\u306f\u3001\u30c7\u30d5\u30a9\u30eb\u30c8\u3067\u91cf\u5b50\u5316\u304c\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"is-style-balloon_box2\"><span class=\"swl-format-2\">\u30e2\u30c7\u30eb\u306fHuggingFace\u304b\u3089\u7121\u6599\u3067\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3067\u304d\u307e\u3059\uff01<\/span><\/p>\n\n\n<div class=\"swell-block-postLink\">\t\t\t<div class=\"p-blogCard -external\" data-type=\"type3\" data-onclick=\"clickLink\">\n\t\t\t\t<div class=\"p-blogCard__inner\">\n\t\t\t\t\t<span class=\"p-blogCard__caption\">\u3042\u308f\u305b\u3066\u8aad\u307f\u305f\u3044<\/span>\n\t\t\t\t\t<div class=\"p-blogCard__thumb c-postThumb\"><figure class=\"c-postThumb__figure\"><img decoding=\"async\" src=\"https:\/\/cdn-thumbnails.huggingface.co\/social-thumbnails\/deepseek-ai.png\" alt=\"\" class=\"c-postThumb__img u-obf-cover\" width=\"320\" height=\"180\"><\/figure><\/div>\t\t\t\t\t<div class=\"p-blogCard__body\">\n\t\t\t\t\t\t<a class=\"p-blogCard__title\" href=\"https:\/\/huggingface.co\/deepseek-ai\" target=\"_blank\" rel=\"noopener noreferrer\">deepseek-ai (DeepSeek)<\/a>\n\t\t\t\t\t\t<span class=\"p-blogCard__excerpt\">Org profile for DeepSeek on Hugging Face, the AI community building the future.<\/span>\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\n\n<p class=\"is-style-balloon_box2\"><span class=\"swl-format-2\">DeepSeek-R1\u3092\u30ed\u30fc\u30ab\u30eb\u74b0\u5883\u3067\u4f7f\u7528\u3059\u308b\u65b9\u6cd5\u306f\uff1f<\/span><\/p>\n\n\n<div class=\"swell-block-postLink\">\t\t\t<div class=\"p-blogCard -internal\" data-type=\"type1\" data-onclick=\"clickLink\">\n\t\t\t\t<div class=\"p-blogCard__inner\">\n\t\t\t\t\t<span class=\"p-blogCard__caption\">\u3042\u308f\u305b\u3066\u8aad\u307f\u305f\u3044<\/span>\n\t\t\t\t\t<div class=\"p-blogCard__thumb c-postThumb\"><figure class=\"c-postThumb__figure\"><img decoding=\"async\" src=\"https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2025\/02\/eyecatch-deepseekr1-local-300x169.jpg\" alt=\"\" class=\"c-postThumb__img u-obf-cover\" width=\"320\" height=\"180\"><\/figure><\/div>\t\t\t\t\t<div class=\"p-blogCard__body\">\n\t\t\t\t\t\t<a class=\"p-blogCard__title\" href=\"https:\/\/highreso.jp\/edgehub\/machinelearning\/deepseek-r1-local.html\">DeepSeek-R1\u3092\u30ed\u30fc\u30ab\u30eb\u74b0\u5883\u3067\u5b89\u5168\u306b\u4f7f\u3046\u65b9\u6cd5\uff01\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u304b\u3089\u69cb\u7bc9\u307e\u3067<\/a>\n\t\t\t\t\t\t<span class=\"p-blogCard__excerpt\">DeepSeek-R1\u306f\u30ed\u30fc\u30ab\u30eb\u74b0\u5883\u3067\u4f7f\u7528\u3059\u308c\u3070\u3001\u5916\u90e8\u306b\u30c7\u30fc\u30bf\u304c\u9001\u4fe1\u3055\u308c\u308b\u3053\u3068\u306a\u304f\u3001\u5b89\u5168\u306b\u5229\u7528\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002 HuggingFace\u3084Ollama\u304b\u3089\u30e2\u30c7\u30eb\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u3066\u3001\u30ed\u30fc&#8230;<\/span>\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\n\n<p class=\"is-style-balloon_box2\"><span class=\"swl-format-2\">DeepSeek-R1\u306e\u65e5\u672c\u8a9e\u30e2\u30c7\u30eb\u3068\u306f\uff1f<\/span><\/p>\n\n\n<div class=\"swell-block-postLink\">\t\t\t<div class=\"p-blogCard -internal\" data-type=\"type1\" data-onclick=\"clickLink\">\n\t\t\t\t<div class=\"p-blogCard__inner\">\n\t\t\t\t\t<span class=\"p-blogCard__caption\">\u3042\u308f\u305b\u3066\u8aad\u307f\u305f\u3044<\/span>\n\t\t\t\t\t<div class=\"p-blogCard__thumb c-postThumb\"><figure class=\"c-postThumb__figure\"><img decoding=\"async\" src=\"https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2025\/02\/eyecatch-deepseekr1-japanese-300x169.jpg\" alt=\"\" class=\"c-postThumb__img u-obf-cover\" width=\"320\" height=\"180\"><\/figure><\/div>\t\t\t\t\t<div class=\"p-blogCard__body\">\n\t\t\t\t\t\t<a class=\"p-blogCard__title\" href=\"https:\/\/highreso.jp\/edgehub\/machinelearning\/deepseek-r1-japanese.html\">DeepSeek-R1\u306e\u300c\u65e5\u672c\u8a9e\u30e2\u30c7\u30eb\u300d\u3068\u306f\uff1f\u30ed\u30fc\u30ab\u30eb\u3067\u306e\u4f7f\u3044\u65b9\u3092\u89e3\u8aac\uff01<\/a>\n\t\t\t\t\t\t<span class=\"p-blogCard__excerpt\">\u30b5\u30a4\u30d0\u30fc\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u2060\u2060\u304cDeepSeek-R1\u306b\u65e5\u672c\u8a9e\u3067\u8ffd\u52a0\u5b66\u7fd2\u3057\u305f\u30e2\u30c7\u30eb\u3092\u7121\u6599\u3067\u516c\u958b\u3057\u307e\u3057\u305f\u3002 HuggingFace\u3084Ollama\u3092\u4f7f\u7528\u3059\u308b\u3053\u3068\u3067\u3001DeepSeek-R1\u306e\u65e5\u672c\u8a9e\u30e2\u30c7\u30eb\u3092\u30ed\u30fc\u30ab&#8230;<\/span>\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\n\n<p class=\"is-style-balloon_box2\"><span class=\"swl-format-2\">DeepSeek\u306e\u30a2\u30d7\u30ea\u306e\u4f7f\u3044\u65b9\u306f\uff1f<\/span><\/p>\n\n\n<div class=\"swell-block-postLink\">\t\t\t<div class=\"p-blogCard -internal\" data-type=\"type1\" data-onclick=\"clickLink\">\n\t\t\t\t<div class=\"p-blogCard__inner\">\n\t\t\t\t\t<span class=\"p-blogCard__caption\">\u3042\u308f\u305b\u3066\u8aad\u307f\u305f\u3044<\/span>\n\t\t\t\t\t<div class=\"p-blogCard__thumb c-postThumb\"><figure class=\"c-postThumb__figure\"><img decoding=\"async\" src=\"https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2025\/01\/deepseek-eyecatch-300x158.jpg\" alt=\"\" class=\"c-postThumb__img u-obf-cover\" width=\"320\" height=\"180\"><\/figure><\/div>\t\t\t\t\t<div class=\"p-blogCard__body\">\n\t\t\t\t\t\t<a class=\"p-blogCard__title\" href=\"https:\/\/highreso.jp\/edgehub\/wordgenerationai\/deepseekapp.html\">\u300cDeepSeek\u300d\u30a2\u30d7\u30ea\u306e\u4f7f\u3044\u65b9\uff01\u65e5\u672c\u8a9e\u3067\u5229\u7528\u306f\u3067\u304d\u308b\uff1f\u3010\u753b\u50cf\u3067\u89e3\u8aac\u3011<\/a>\n\t\t\t\t\t\t<span class=\"p-blogCard__excerpt\">\u300cDeepSeek\u300d\u30a2\u30d7\u30ea\u306f\u3001iOS\u304a\u3088\u3073Android\u306e\u4e21\u65b9\u3067\u30b9\u30c8\u30a2\u304b\u3089\u7121\u6599\u3067\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3067\u304d\u307e\u3059\u3002 \u5927\u304d\u306a\u8a71\u984c\u306b\u306a\u3063\u3066\u3044\u308b\u9ad8\u6027\u80fd\u306a\u5bfe\u8a71\u578bAI\u300cDeepSeek\u300d\u30a2\u30d7\u30ea\u306f\u3001\u30b9\u30de\u30db\u304b\u3089\u3082&#8230;<\/span>\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\n\n<div class=\"p-blogParts post_content\" data-partsID=\"4485\"><p><div class=\"p-adBox -ranking -border-on\" data-id=\"4507\" data-ad=\"ranking\"><div class=\"p-adBox__title -rank1\">1\u6642\u959350\u5186\u304b\u3089\u4f7f\u3048\u308bGPU\u30af\u30e9\u30a6\u30c9\u300cGPUSOROBAN\u300d<\/div><div class=\"p-adBox__body\"><div class=\"p-adBox__img\"><div class=\"centerw250\"><a href=\"https:\/\/soroban.highreso.jp\/?utm_medium=edgehub&utm_source=edgehub&utm_campaign=highend-boxtop&adid=edgehub\" rel=\"nofollow\" referrerpolicy=\"no-referrer-when-downgrade\"><img decoding=\"async\" src=\"https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2024\/06\/gpusorobanlllm_banner.jpg\" alt=\"GPUSOROBAN\"><\/a><\/div><\/div><div class=\"p-adBox__details\"><div class=\"p-adBox__star c-reviewStars\"><i class=\"icon-star-full\"><\/i><i class=\"icon-star-full\"><\/i><i class=\"icon-star-full\"><\/i><i class=\"icon-star-full\"><\/i><i class=\"icon-star-full\"><\/i><\/div><div class=\"p-adBox__price u-thin u-fz-s\">GPU\u306e\u30b3\u30b9\u30c8\u3067\u304a\u60a9\u307f\u306e\u65b9\u306b\uff01<\/div><div class=\"p-adBox__desc\">\u751f\u6210AI\u30fbLLM\u5411\u3051\u306e\u9ad8\u901fGPU\u3092\u696d\u754c\u6700\u5b89\u7d1a\u306e1\u6642\u959350\u5186\u304b\u3089\u5229\u7528\u3067\u304d\u307e\u3059\u3002\r\n\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u74b0\u5883\u3055\u3048\u3042\u308c\u3070\u3001GPU\u30b5\u30fc\u30d0\u30fc\u3092\u3059\u3050\u306b\u4f7f\u3048\u307e\u3059\u3002\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3092\u8d77\u52d5\u3057\u3066\u3044\u308b\u3068\u304d\u306e\u307f\u306e\u8ab2\u91d1\u3067\u3001\u30b3\u30b9\u30c8\u3092\u6700\u5c0f\u5316\u3067\u304d\u307e\u3059\u3002\r\n<\/div><\/div><\/div><div class=\"p-adBox__btns\"><a href=\"https:\/\/soroban.highreso.jp\/compute\/?utm_medium=edgehub&utm_source=edgehub&utm_campaign=boxtop&adid=edgehub\" class=\"p-adBox__btn -btn1\" target=\"_blank\" rel=\"noopener nofollow\">\u516c\u5f0f\u30b5\u30a4\u30c8\u3092\u898b\u308b<\/a><a href=\"https:\/\/soroban.highreso.jp\/download\/compute-catalog\/?utm_medium=edgehub&utm_source=edgehub&utm_campaign=boxtop&adid=edgehub\" class=\"p-adBox__btn -btn2\" target=\"_blank\" rel=\"noopener nofollow\">\u8cc7\u6599\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9<\/a><\/div><\/div><\/p>\n<\/div>\n\n\n\n<h2 class=\"wp-block-heading\">DeepSeek-R1\u306e\u6027\u80fd\u30fb\u30d9\u30f3\u30c1\u30de\u30fc\u30af<\/h2>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"600\" height=\"300\" src=\"https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2024\/09\/35_midashi_0921.jpg\" alt=\"\u898b\u51fa\u3057\u753b\u50cf\" class=\"wp-image-11871\" srcset=\"https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2024\/09\/35_midashi_0921.jpg 600w, https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2024\/09\/35_midashi_0921-300x150.jpg 300w\" sizes=\"(max-width: 600px) 100vw, 600px\" \/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">DeepSeek-R1\uff08671B\uff09\u3068OpenAI o1\u306e\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u6bd4\u8f03<\/h3>\n\n\n\n<p>DeepSeek-R1\u306f\u3001\u6570\u5b66\u7684\u63a8\u8ad6\u3084\u8ad6\u7406\u7684\u63a8\u8ad6\u3001\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u306b\u7279\u5316\u3057\u3066\u304a\u308a\u3001OpenAI\u306eo1\u30b7\u30ea\u30fc\u30ba\u306b\u76f8\u5f53\u3059\u308b\u4f4d\u7f6e\u3065\u3051\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p><span class=\"swl-format-2\">DeepSeek-R1\uff08671B\uff09\u306f\u3001OpenAIo1\u3068\u540c\u7b49\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u767a\u63ee\u3057\u3064\u3064\u3001\u7279\u306b\u63a8\u8ad6\u80fd\u529b\u3084\u6570\u5b66\u5206\u91ce\u306b\u304a\u3044\u3066\u306fo1\u3092\u4e0a\u56de\u3063\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"900\" height=\"533\" src=\"https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2025\/02\/benchmark.jpg\" alt=\"\u30d9\u30f3\u30c1\u30de\u30fc\u30af\" class=\"wp-image-16373\" srcset=\"https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2025\/02\/benchmark.jpg 900w, https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2025\/02\/benchmark-300x178.jpg 300w, https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2025\/02\/benchmark-768x455.jpg 768w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/><figcaption class=\"wp-element-caption\">\uff08\u51fa\u5178\uff1ahttps:\/\/huggingface.co\/deepseek-ai\/DeepSeek-R1\uff09<\/figcaption><\/figure>\n\n\n<div class=\"c-scrollHint sp_\"><span>\u30b9\u30af\u30ed\u30fc\u30eb\u3067\u304d\u307e\u3059 <i class=\"icon-more_arrow\"><\/i><\/span><\/div>\n<figure data-table-scrollable=\"sp\" class=\"wp-block-table\"><table style=\"--table-width:800px;\" class=\"has-fixed-layout\"><thead><tr><th>Category<\/th><th>Benchmark (Metric)<\/th><th>Claude-3.5-Sonnet-1022<\/th><th>GPT-4o 0513<\/th><th>DeepSeek V3<\/th><th>OpenAI o1-mini<\/th><th>OpenAI o1-1217<\/th><th>DeepSeek R1(671B)<\/th><\/tr><\/thead><tbody><tr><td rowspan=\"10\">\u77e5\u8b58\u30fb\u63a8\u8ad6\u80fd\u529b\uff08\u82f1\u8a9e\uff09<\/td><td>MMLU (Pass@1)<\/td><td>88.3<\/td><td>87.2<\/td><td>88.5<\/td><td>85.2<\/td><td><span class=\"swl-format-2\">91.8<\/span><\/td><td>90.8<\/td><\/tr><tr><td>MMLU-Redux (EM)<\/td><td>88.9<\/td><td>88.0<\/td><td>89.1<\/td><td>86.7<\/td><td>&#8211;<\/td><td><span class=\"swl-format-2\">92.9<\/span><\/td><\/tr><tr><td>MMLU-Pro (EM)<\/td><td>78.0<\/td><td>72.6<\/td><td>75.9<\/td><td>80.3<\/td><td>&#8211;<\/td><td><span class=\"swl-format-2\">84.0<\/span><\/td><\/tr><tr><td>DROP (3-shot F1)<\/td><td>88.3<\/td><td>83.7<\/td><td>91.6<\/td><td>83.9<\/td><td>90.2<\/td><td><span class=\"swl-format-2\">92.2<\/span><\/td><\/tr><tr><td>IF-Eval (Prompt Strict)<\/td><td><span class=\"swl-format-2\">86.5<\/span><\/td><td>84.3<\/td><td>86.1<\/td><td>84.8<\/td><td>&#8211;<\/td><td>83.3<\/td><\/tr><tr><td>GPQA-Diamond (Pass@1)<\/td><td>65.0<\/td><td>49.9<\/td><td>59.1<\/td><td>60.0<\/td><td><span class=\"swl-format-2\">75.7<\/span><\/td><td>71.5<\/td><\/tr><tr><td>SimpleQA (Correct)<\/td><td>28.4<\/td><td>38.2<\/td><td>24.9<\/td><td>7.0<\/td><td><span class=\"swl-format-2\">47.0<\/span><\/td><td>30.1<\/td><\/tr><tr><td>FRAMES (Acc.)<\/td><td>72.5<\/td><td>80.5<\/td><td>73.3<\/td><td>76.9<\/td><td>&#8211;<\/td><td><span class=\"swl-format-2\">82.5<\/span><\/td><\/tr><tr><td>AlpacaEval2.0 (LC-winrate)<\/td><td>52.0<\/td><td>51.1<\/td><td>70.0<\/td><td>57.8<\/td><td>&#8211;<\/td><td><span class=\"swl-format-2\">87.6<\/span><\/td><\/tr><tr><td>ArenaHard (GPT-4-1106)<\/td><td>85.2<\/td><td>80.4<\/td><td>85.5<\/td><td>92.0<\/td><td>&#8211;<\/td><td><span class=\"swl-format-2\">92.3<\/span><\/td><\/tr><tr><td rowspan=\"5\">\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u80fd\u529b<\/td><td>LiveCodeBench (Pass@1-COT)<\/td><td>33.8<\/td><td>34.2<\/td><td>&#8211;<\/td><td>53.8<\/td><td>63.4<\/td><td><span class=\"swl-format-2\">65.9<\/span><\/td><\/tr><tr><td>Codeforces (Percentile)<\/td><td>20.3<\/td><td>23.6<\/td><td>58.7<\/td><td>93.4<\/td><td><span class=\"swl-format-2\">96.6<\/span><\/td><td>96.3<\/td><\/tr><tr><td>Codeforces (Rating)<\/td><td>717<\/td><td>759<\/td><td>1134<\/td><td>1820<\/td><td><span class=\"swl-format-2\">2061<\/span><\/td><td>2029<\/td><\/tr><tr><td>SWE Verified (Resolved)<\/td><td><span class=\"swl-format-2\">50.8<\/span><\/td><td>38.8<\/td><td>42.0<\/td><td>41.6<\/td><td>48.9<\/td><td>49.2<\/td><\/tr><tr><td>Aider-Polyglot (Acc.)<\/td><td>45.3<\/td><td>16.0<\/td><td>49.6<\/td><td>32.9<\/td><td><span class=\"swl-format-2\">61.7<\/span><\/td><td>53.3<\/td><\/tr><tr><td rowspan=\"3\">\u6570\u5b66\u80fd\u529b<\/td><td>AIME 2024 (Pass@1)<\/td><td>16.0<\/td><td>9.3<\/td><td>39.2<\/td><td>63.6<\/td><td>79.2<\/td><td><span class=\"swl-format-2\">79.8<\/span><\/td><\/tr><tr><td>MATH-500 (Pass@1)<\/td><td>78.3<\/td><td>74.6<\/td><td>90.2<\/td><td>90.0<\/td><td>96.4<\/td><td><span class=\"swl-format-2\">97.3<\/span><\/td><\/tr><tr><td>CNMO 2024 (Pass@1)<\/td><td>13.1<\/td><td>10.8<\/td><td>43.2<\/td><td>67.6<\/td><td>&#8211;<\/td><td><span class=\"swl-format-2\">78.8<\/span><\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<div class=\"swell-block-capbox cap_box is-style-onborder_ttl2\" data-colset=\"col3\"><div class=\"cap_box_ttl\"><span>DeepSeek-R1\u3068OpenAI o1-1217\u306e\u6bd4\u8f03<\/span><\/div><div class=\"cap_box_content\">\n<p><span class=\"swl-format-2\">AIME 2024\uff08\u6570\u5b66\u7684\u63a8\u8ad6\uff09<\/span><\/p>\n\n\n\n<p>DeepSeek-R1\u306f79.8%\u3092\u8a18\u9332\u3057\u3001OpenAI o1-1217\u306e79.2%\u3092\u308f\u305a\u304b\u306b\u4e0a\u56de\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p><br><span class=\"swl-format-2\">MATH-500\uff08\u9ad8\u6821\u6570\u5b66\u554f\u984c\uff09<\/span><\/p>\n\n\n\n<p class=\"pc_only\"> DeepSeek-R1\u306f97.3%\u3068\u975e\u5e38\u306b\u9ad8\u3044\u30b9\u30b3\u30a2\u3092\u9054\u6210\u3057\u3001OpenAI o1-1217\u306e96.4%\u3092\u4e0a\u56de\u308a\u307e\u3057\u305f\u3002<br><\/p>\n\n\n\n<p class=\"pc_only\"><span class=\"swl-format-2\">Codeforces\uff08\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u80fd\u529b\uff09<\/span><\/p>\n\n\n\n<p class=\"pc_only\">DeepSeek-R1\u306f96.3%\u3067\u3042\u308a\u3001OpenAI o1-1217\u304c96.6%\u3088\u308a\u3082\u82e5\u5e72\u4e0b\u56de\u308a\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p class=\"pc_only\"><br><span class=\"swl-format-2\">SWE-bench Verified\uff08\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u30bf\u30b9\u30af\uff09<\/span><\/p>\n\n\n\n<p class=\"pc_only\">DeepSeek-R1\u304c49.2%\u3067\u3001OpenAI o1-1217\u306e48.9%\u3092\u82e5\u5e72\u4e0a\u56de\u308b\u7d50\u679c\u3067\u3057\u305f\u3002<br><\/p>\n\n\n\n<p class=\"pc_only\"><span class=\"swl-format-2\">GPQA Diamond\uff08\u4e00\u822c\u77e5\u8b58\uff09<\/span><\/p>\n\n\n\n<p class=\"pc_only\">OpenAI o1-1217\u304c75.7%\u3068\u512a\u52e2\u306b\u5bfe\u3057\u3001DeepSeek-R1\u306f71.5%\u3068\u5c11\u3057\u9045\u308c\u3092\u53d6\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"pc_only\"><br><span class=\"swl-format-2\">MMLU\uff08\u591a\u5206\u91ce\u77e5\u8b58\u306e\u7406\u89e3\uff09<\/span><\/p>\n\n\n\n<p class=\"pc_only\">DeepSeek-R1\u306e90.8%\u3067\u3042\u308a\u3001OpenAI o1-1217\u306f91.8%\u3092\u308f\u305a\u304b\u306b\u4e0b\u56de\u308b\u7d50\u679c\u3068\u306a\u308a\u307e\u3057\u305f\u3002<\/p>\n<\/div><\/div>\n\n\n\n<h3 class=\"wp-block-heading\">DeepSeek-R1 \u84b8\u7559\u30e2\u30c7\u30eb\u306e\u30d9\u30f3\u30c1\u30de\u30fc\u30af<\/h3>\n\n\n\n<p>DeepSeek-R1\u306f\u3001Qwen\u30d9\u30fc\u30b9\u3068Llama\u30d9\u30fc\u30b9\u306e2\u7a2e\u985e\u306e\u84b8\u7559\u30e2\u30c7\u30eb\u3092\u63d0\u4f9b\u3057\u3066\u304a\u308a\u3001Qwen\u30d9\u30fc\u30b9\u306f\u30d0\u30e9\u30f3\u30b9\u306e\u53d6\u308c\u305f\u6027\u80fd\u3092\u6301\u3061\u3001Llama\u30d9\u30fc\u30b9\u306f\u6570\u5b66\u7684\u63a8\u8ad6\u3084\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u80fd\u529b\u306b\u5f37\u307f\u304c\u3042\u308a\u307e\u3059\u3002\u305d\u308c\u305e\u308c\u306e\u30e2\u30c7\u30eb\u306e\u7279\u5fb4\u3092\u8a73\u3057\u304f\u898b\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n\n\n<div class=\"c-scrollHint sp_\"><span>\u30b9\u30af\u30ed\u30fc\u30eb\u3067\u304d\u307e\u3059 <i class=\"icon-more_arrow\"><\/i><\/span><\/div>\n<figure data-table-scrollable=\"sp\" class=\"wp-block-table\"><table style=\"--table-width:800px;\"><thead><tr><th>Model<\/th><th>AIME 2024 pass@1<\/th><th>AIME 2024 cons@64<\/th><th>MATH-500 pass@1<\/th><th>GPQA Diamond pass@1<\/th><th>LiveCodeBench pass@1<\/th><th>CodeForces rating<\/th><\/tr><\/thead><tbody><tr><td>GPT-4o-0513<\/td><td>9.3<\/td><td>13.4<\/td><td>74.6<\/td><td>49.9<\/td><td>32.9<\/td><td>759<\/td><\/tr><tr><td>Claude-3.5-Sonnet-1022<\/td><td>16.0<\/td><td>26.7<\/td><td>78.3<\/td><td>65.0<\/td><td>38.9<\/td><td>717<\/td><\/tr><tr><td>o1-mini<\/td><td>63.6<\/td><td>80.0<\/td><td>90.0<\/td><td>60.0<\/td><td>53.8<\/td><td><span class=\"swl-format-2\">1820<\/span><\/td><\/tr><tr><td>QwQ-32B-Preview<\/td><td>44.0<\/td><td>60.0<\/td><td>90.6<\/td><td>54.5<\/td><td>41.9<\/td><td>1316<\/td><\/tr><tr><td>DeepSeek-R1-Distill-Qwen-1.5B<\/td><td>28.9<\/td><td>52.7<\/td><td>83.9<\/td><td>33.8<\/td><td>16.9<\/td><td>954<\/td><\/tr><tr><td>DeepSeek-R1-Distill-Qwen-7B<\/td><td>55.5<\/td><td>83.3<\/td><td>92.8<\/td><td>49.1<\/td><td>37.6<\/td><td>1189<\/td><\/tr><tr><td>DeepSeek-R1-Distill-Qwen-14B<\/td><td>69.7<\/td><td>80.0<\/td><td>93.9<\/td><td>59.1<\/td><td>53.1<\/td><td>1481<\/td><\/tr><tr><td>DeepSeek-R1-Distill-Qwen-32B<\/td><td><span class=\"swl-format-2\">72.6<\/span><\/td><td>83.3<\/td><td>94.3<\/td><td>62.1<\/td><td>57.2<\/td><td>1691<\/td><\/tr><tr><td>DeepSeek-R1-Distill-Llama-8B<\/td><td>50.4<\/td><td>80.0<\/td><td>89.1<\/td><td>49.0<\/td><td>39.6<\/td><td>1205<\/td><\/tr><tr><td>DeepSeek-R1-Distill-Llama-70B<\/td><td>70.0<\/td><td><span class=\"swl-format-2\">86.7<\/span><\/td><td><span class=\"swl-format-2\">94.5<\/span><\/td><td><span class=\"swl-format-2\">65.2<\/span><\/td><td><span class=\"swl-format-2\">57.5<\/span><\/td><td>1633<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<div class=\"swell-block-capbox cap_box is-style-onborder_ttl2\" data-colset=\"col3\"><div class=\"cap_box_ttl\"><span>\u84b8\u7559\u30e2\u30c7\u30eb\u3054\u3068\u306e\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u7d50\u679c<\/span><\/div><div class=\"cap_box_content\">\n<p><span class=\"swl-format-2\"><span class=\"swl-format-1\">DeepSeek-R1-Distill-Qwen-1.5B<\/span><\/span><\/p>\n\n\n\n<p>\u6570\u5b66\uff08MATH-500: 83.9%\uff09 \u2192 <span class=\"swl-format-1\">\u57fa\u672c\u7684\u306a\u6570\u5b66\u63a8\u8ad6\u304c\u53ef\u80fd\u3002<\/span><br>\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\uff08LiveCodeBench: 16.9%\uff09 \u2192 <span class=\"swl-format-1\">\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u80fd\u529b\u306f\u4f4e\u304f\u3001\u30b3\u30fc\u30c9\u751f\u6210\u306b\u306f\u4e0d\u5411\u304d\u3002<\/span><\/p>\n\n\n\n\n\n\n\n<p><span class=\"swl-format-2\">DeepSeek-R1-Distill-Qwen-7B<\/span><\/p>\n\n\n\n<p>\u6570\u5b66\uff08MATH-500: 92.8%\uff09 \u2192 <span class=\"swl-format-1\">\u30c8\u30c3\u30d7\u30af\u30e9\u30b9\u306e\u6570\u5b66\u63a8\u8ad6\u80fd\u529b\u3092\u6301\u3064\u3002<\/span><br>\u4e00\u822c\u77e5\u8b58\uff08GPQA Diamond: 49.1%\uff09 \u2192 <span class=\"swl-format-1\">\u4e00\u822c\u7684\u306a\u77e5\u8b58\u306b\u3082\u3042\u308b\u7a0b\u5ea6\u5bfe\u5fdc\u53ef\u80fd\u3002<\/span><br>\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\uff08LiveCodeBench: 37.6%\uff09 \u2192 <span class=\"swl-format-1\">\u7c21\u5358\u306a\u30b3\u30fc\u30c9\u751f\u6210\u304c\u53ef\u80fd\u3002<\/span><\/p>\n\n\n\n\n\n\n\n<p><span class=\"swl-format-2\">DeepSeek-R1-Distill-Llama-8B<\/span><\/p>\n\n\n\n<p>\u6570\u5b66\uff08MATH-500: 89.1%\uff09 \u2192 <span class=\"swl-format-1\">\u9ad8\u3044\u6570\u5b66\u63a8\u8ad6\u80fd\u529b\u3092\u6301\u3064\u3002<\/span><br>\u4e00\u822c\u77e5\u8b58\uff08GPQA Diamond: 49.0%\uff09 \u2192 <span class=\"swl-format-1\">\u57fa\u672c\u7684\u306a\u77e5\u8b58\u554f\u984c\u306b\u306f\u5bfe\u5fdc\u3002<\/span><br>\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\uff08LiveCodeBench: 39.6%\uff09 \u2192<span class=\"swl-format-1\"> \u4e00\u90e8\u306e\u30b3\u30fc\u30c9\u751f\u6210\u306b\u5bfe\u5fdc\u3067\u304d\u308b\u304c\u3001\u5f37\u307f\u3067\u306f\u306a\u3044\u3002<\/span><\/p>\n\n\n\n\n\n\n\n<p><span class=\"swl-format-2\">DeepSeek-R1-Distill-Qwen-14B<\/span><\/p>\n\n\n\n<p>\u6570\u5b66\uff08MATH-500: 93.9%\uff09 \u2192 <span class=\"swl-format-1\">\u30c8\u30c3\u30d7\u30ec\u30d9\u30eb\u306e\u6570\u5b66\u63a8\u8ad6\u80fd\u529b\u3002<\/span><br>\u4e00\u822c\u77e5\u8b58\uff08GPQA Diamond: 59.1%\uff09 \u2192 <span class=\"swl-format-1\">\u5e45\u5e83\u3044\u77e5\u8b58\u9818\u57df\u306b\u5bfe\u5fdc\u3002<\/span><br>\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\uff08LiveCodeBench: 53.1%\uff09 \u2192 <span class=\"swl-format-1\">\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u80fd\u529b\u304c\u5411\u4e0a\u3057\u3001\u5b9f\u7528\u7684\u306a\u7bc4\u56f2<\/span><span class=\"swl-format-1\">\u3002<\/span><\/p>\n\n\n\n\n\n\n\n<p><span class=\"swl-format-2\">DeepSeek-R1-Distill-Qwen-32B<\/span><\/p>\n\n\n\n<p>\u6570\u5b66\uff08MATH-500: 94.3%\uff09 \u2192 <span class=\"swl-format-1\">\u6700\u9ad8\u30af\u30e9\u30b9\u306e\u6570\u5b66\u63a8\u8ad6\u80fd\u529b\u3002<\/span><br>\u4e00\u822c\u77e5\u8b58\uff08GPQA Diamond: 62.1%\uff09 \u2192 <span class=\"swl-format-1\">\u5e45\u5e83\u3044\u77e5\u8b58\u306b\u5bfe\u5fdc\u53ef\u80fd\u3002<\/span><br>\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\uff08LiveCodeBench: 57.2%\uff09 \u2192 <span class=\"swl-format-1\">\u30b3\u30fc\u30c9\u751f\u6210\u80fd\u529b\u304c\u3055\u3089\u306b\u5411\u4e0a\u3002<\/span><br>\u9ad8\u5ea6\u6570\u5b66\u63a8\u8ad6\uff08AIME 2024: 72.6%\uff09 \u2192 <span class=\"swl-format-1\">\u8907\u96d1\u306a\u6570\u5b66\u554f\u984c\u3082\u89e3\u3051\u308b\u3002<\/span><\/p>\n\n\n\n\n\n\n\n<p><span class=\"swl-format-2\">DeepSeek-R1-Distill-Llama-70B<\/span><\/p>\n\n\n\n<p>\u6570\u5b66\uff08MATH-500: 94.5%\uff09 \u2192 <span class=\"swl-format-1\">\u6700\u9ad8\u30ec\u30d9\u30eb\u306e\u6570\u5b66\u63a8\u8ad6\u80fd\u529b\u3002<\/span><br>\u9ad8\u5ea6\u6570\u5b66\u63a8\u8ad6\uff08AIME 2024: 86.7%\uff09 \u2192 <span class=\"swl-format-1\">\u975e\u5e38\u306b\u8907\u96d1\u306a\u6570\u5b66\u554f\u984c\u306b\u3082\u5bfe\u5fdc\u53ef\u80fd\u3002<\/span><br>\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\uff08LiveCodeBench: 57.5%\uff09 \u2192 <span class=\"swl-format-1\">\u5b9f\u7528\u7684\u306a\u30b3\u30fc\u30c9\u751f\u6210\u304c\u53ef\u80fd\u3002<\/span><br>\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\uff08Codeforces: 1633\uff09 \u2192 <span class=\"swl-format-1\">\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3084\u7af6\u6280\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u5206\u91ce\u3067\u3082\u5f37\u307f\u3092\u767a\u63ee\u3002<\/span><\/p>\n<\/div><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">DeepSeek-R1\u306e\u65e5\u672c\u8a9e\u5bfe\u5fdc\u306f\uff1f<\/h2>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"600\" height=\"300\" src=\"https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2024\/08\/kawa_midashi.jpg\" alt=\"\u898b\u51fa\u3057\u753b\u50cf\" class=\"wp-image-9038\" srcset=\"https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2024\/08\/kawa_midashi.jpg 600w, https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2024\/08\/kawa_midashi-300x150.jpg 300w\" sizes=\"(max-width: 600px) 100vw, 600px\" \/><\/figure>\n\n\n\n<p>DeepSeek-R1\u306e\u5404\u30e2\u30c7\u30eb\u306f\u65e5\u672c\u8a9e\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u3059\u304c\u3001\u30d1\u30e9\u30e1\u30fc\u30bf\u6570\u304c14B\u672a\u6e80\u306e\u30e2\u30c7\u30eb\u3067\u306f\u3001\u56de\u7b54\u306b\u4e2d\u56fd\u8a9e\u3084\u82f1\u8a9e\u304c\u6df7\u3056\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u4e00\u65b9\u3001<span class=\"swl-format-2\">32B\u4ee5\u4e0a\u306e\u30e2\u30c7\u30eb\u3067\u306f\u3001\u3088\u308a\u6d41\u66a2\u3067\u81ea\u7136\u306a\u65e5\u672c\u8a9e\u306e\u5fdc\u7b54\u304c\u53ef\u80fd\u3068\u306a\u308a\u3001\u5b9f\u7528\u6027\u304c\u5411\u4e0a\u3057\u307e\u3059\u3002<\/span><\/p>\n\n\n\n<p>\u3055\u3089\u306b\u3001<span class=\"swl-format-2\">DeepSeek-R1\u3092\u65e5\u672c\u8a9e\u30c7\u30fc\u30bf\u3067\u8ffd\u52a0\u5b66\u7fd2\u3057\u305f\u30e2\u30c7\u30eb\u3082\u516c\u958b<\/span>\u3055\u308c\u3066\u304a\u308a\u3001\u65e5\u672c\u8a9e\u306e\u7cbe\u5ea6\u3092\u91cd\u8996\u3059\u308b\u5834\u5408\u306b\u306f\u3001\u3053\u308c\u3089\u306e\u30e2\u30c7\u30eb\u306e\u6d3b\u7528\u3092\u691c\u8a0e\u3059\u308b\u3068\u3088\u3044\u3067\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<p class=\"is-style-balloon_box2\"><span class=\"swl-format-2\">DeepSeek-R1\u306e\u65e5\u672c\u8a9e\u30e2\u30c7\u30eb\u3068\u306f\uff1f<\/span><\/p>\n\n\n<div class=\"swell-block-postLink\">\t\t\t<div class=\"p-blogCard -internal\" data-type=\"type1\" data-onclick=\"clickLink\">\n\t\t\t\t<div class=\"p-blogCard__inner\">\n\t\t\t\t\t<span class=\"p-blogCard__caption\">\u3042\u308f\u305b\u3066\u8aad\u307f\u305f\u3044<\/span>\n\t\t\t\t\t<div class=\"p-blogCard__thumb c-postThumb\"><figure class=\"c-postThumb__figure\"><img decoding=\"async\" src=\"https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2025\/02\/eyecatch-deepseekr1-japanese-300x169.jpg\" alt=\"\" class=\"c-postThumb__img u-obf-cover\" width=\"320\" height=\"180\"><\/figure><\/div>\t\t\t\t\t<div class=\"p-blogCard__body\">\n\t\t\t\t\t\t<a class=\"p-blogCard__title\" href=\"https:\/\/highreso.jp\/edgehub\/machinelearning\/deepseek-r1-japanese.html\">DeepSeek-R1\u306e\u300c\u65e5\u672c\u8a9e\u30e2\u30c7\u30eb\u300d\u3068\u306f\uff1f\u30ed\u30fc\u30ab\u30eb\u3067\u306e\u4f7f\u3044\u65b9\u3092\u89e3\u8aac\uff01<\/a>\n\t\t\t\t\t\t<span class=\"p-blogCard__excerpt\">\u30b5\u30a4\u30d0\u30fc\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u2060\u2060\u304cDeepSeek-R1\u306b\u65e5\u672c\u8a9e\u3067\u8ffd\u52a0\u5b66\u7fd2\u3057\u305f\u30e2\u30c7\u30eb\u3092\u7121\u6599\u3067\u516c\u958b\u3057\u307e\u3057\u305f\u3002 HuggingFace\u3084Ollama\u3092\u4f7f\u7528\u3059\u308b\u3053\u3068\u3067\u3001DeepSeek-R1\u306e\u65e5\u672c\u8a9e\u30e2\u30c7\u30eb\u3092\u30ed\u30fc\u30ab&#8230;<\/span>\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\n\n<h2 class=\"wp-block-heading\">DeepSeek-R1\u306e\u5b89\u5168\u6027\u3068\u6ce8\u610f\u70b9<\/h2>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"600\" height=\"300\" src=\"https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2024\/08\/tiger_midashi.jpg\" alt=\"\u898b\u51fa\u3057\u753b\u50cf\" class=\"wp-image-9156\" srcset=\"https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2024\/08\/tiger_midashi.jpg 600w, https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2024\/08\/tiger_midashi-300x150.jpg 300w\" sizes=\"(max-width: 600px) 100vw, 600px\" \/><\/figure>\n\n\n\n<p>DeepSeek\u306f\u3001\u30a2\u30d7\u30ea\u3084API\u3001\u30aa\u30fc\u30d7\u30f3\u30e2\u30c7\u30eb\u307e\u3067\u5e45\u5e83\u3044\u5f62\u614b\u3067\u30b5\u30fc\u30d3\u30b9\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p><span class=\"swl-format-2\">\u30b5\u30fc\u30d3\u30b9\u306b\u3088\u3063\u3066\u3001\u5b89\u5168\u6027\u306b\u95a2\u3059\u308b\u6349\u3048\u65b9\u304c\u7570\u306a\u308a\u307e\u3059\u306e\u3067\u3001\u5206\u3051\u3066\u8aac\u660e\u3057\u307e\u3059\u3002<\/span><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u30a2\u30d7\u30ea\u3084API\u3092\u4f7f\u7528\u3059\u308b\u5834\u5408\u306e\u6ce8\u610f\u70b9<\/h3>\n\n\n\n<p>\u30a2\u30d7\u30ea\u3084API\u3092\u5229\u7528\u3057\u3066DeepSeek\u306b\u30a2\u30af\u30bb\u30b9\u3059\u308b\u5834\u5408\u3001\u5165\u529b\u3057\u305f\u30c7\u30fc\u30bf\u306f\u5916\u90e8\u306e\u30b5\u30fc\u30d0\u30fc\u3078\u9001\u4fe1\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p>DeepSeek\u306e\u5229\u7528\u898f\u7d04\u306b\u3088\u308b\u3068\u3001<span class=\"swl-format-2\">\u3053\u306e\u5165\u529b\u30c7\u30fc\u30bf\u306f\u30e2\u30c7\u30eb\u306e\u5b66\u7fd2\u306b\u6d3b\u7528\u3055\u308c\u308b\u53ef\u80fd\u6027\u304c\u8a18\u8ff0\u3055\u308c\u3066\u304a\u308a\u3001OpenAI\u306e\u3088\u3046\u306a\u300c\u5b66\u7fd2\u5bfe\u8c61\u304b\u3089\u306e\u9664\u5916\uff08\u30aa\u30d7\u30c8\u30a2\u30a6\u30c8\uff09\u300d\u6a5f\u80fd\u306f\u63d0\u4f9b\u3055\u308c\u3066\u3044\u307e\u305b\u3093\u3002<\/span><\/p>\n\n\n\n<p>\u3057\u305f\u304c\u3063\u3066\u3001\u500b\u4eba\u60c5\u5831\u3084\u6a5f\u5bc6\u60c5\u5831\u3092\u5165\u529b\u3059\u308b\u3068\u3001\u305d\u308c\u3089\u304c\u5b66\u7fd2\u30c7\u30fc\u30bf\u3068\u3057\u3066\u53d6\u308a\u6271\u308f\u308c\u308b\u30ea\u30b9\u30af\u304c\u3042\u308b\u70b9\u306b\u6ce8\u610f\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"is-style-balloon_box\">DeepSeek\u306e\u5229\u7528\u898f\u7d04<\/p>\n\n\n<div class=\"swell-block-postLink\">\t\t\t<a href=\"https:\/\/chat.deepseek.com\/downloads\/DeepSeek%20Terms%20of%20Use.html\" class=\"c-blogLink -external\" data-style=\"text\" target=\"_blank\" rel=\"noopener noreferrer\">\n\t\t\t\t<!-- <i class=\"c-blogLink__icon icon-link\" role=\"presentation\"><\/i> -->\n\t\t\t\t<span class=\"c-blogLink__icon\">\n\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"swl-svg-externalLink __svg\" width=\"1em\" height=\"1em\" viewBox=\"0 0 48 48\" role=\"img\" aria-hidden=\"true\" focusable=\"false\"><path d=\"M44 2H30c-1.1 0-2 .9-2 2s.9 2 2 2h9.2L24 21.2c-.8.8-.8 2 0 2.8s2 .8 2.8 0L42 8.8V18c0 1.1.9 2 2 2s2-.9 2-2V4c0-1.1-.9-2-2-2z\" \/><path d=\"M41 27c-1.1 0-2 .9-2 2v10c0 1.1-.9 2-2 2H9c-1.1 0-2-.9-2-2V11c0-1.1.9-2 2-2h10c1.1 0 2-.9 2-2s-.9-2-2-2H9c-3.3 0-6 2.7-6 6v28c0 3.3 2.7 6 6 6h28c3.3 0 6-2.7 6-6V29c0-1.1-.9-2-2-2z\" \/><\/svg>\t\t\t\t<\/span>\n\t\t\t\t<span class=\"c-blogLink__text\">DeepSeek Terms of Use<\/span>\n\t\t\t<\/a>\n\t\t<\/div>\n\n<div class=\"swell-block-postLink\">\t\t\t<a href=\"https:\/\/chat.deepseek.com\/downloads\/DeepSeek%20Privacy%20Policy.html\" class=\"c-blogLink -external\" data-style=\"text\" target=\"_blank\" rel=\"noopener noreferrer\">\n\t\t\t\t<!-- <i class=\"c-blogLink__icon icon-link\" role=\"presentation\"><\/i> -->\n\t\t\t\t<span class=\"c-blogLink__icon\">\n\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"swl-svg-externalLink __svg\" width=\"1em\" height=\"1em\" viewBox=\"0 0 48 48\" role=\"img\" aria-hidden=\"true\" focusable=\"false\"><path d=\"M44 2H30c-1.1 0-2 .9-2 2s.9 2 2 2h9.2L24 21.2c-.8.8-.8 2 0 2.8s2 .8 2.8 0L42 8.8V18c0 1.1.9 2 2 2s2-.9 2-2V4c0-1.1-.9-2-2-2z\" \/><path d=\"M41 27c-1.1 0-2 .9-2 2v10c0 1.1-.9 2-2 2H9c-1.1 0-2-.9-2-2V11c0-1.1.9-2 2-2h10c1.1 0 2-.9 2-2s-.9-2-2-2H9c-3.3 0-6 2.7-6 6v28c0 3.3 2.7 6 6 6h28c3.3 0 6-2.7 6-6V29c0-1.1-.9-2-2-2z\" \/><\/svg>\t\t\t\t<\/span>\n\t\t\t\t<span class=\"c-blogLink__text\">DeepSeek Privacy Policy<\/span>\n\t\t\t<\/a>\n\t\t<\/div>\n\n<div class=\"swell-block-postLink\">\t\t\t<a href=\"https:\/\/platform.deepseek.com\/downloads\/DeepSeek%20Open%20Platform%20Terms%20of%20Service.html\" class=\"c-blogLink -external\" data-style=\"text\" target=\"_blank\" rel=\"noopener noreferrer\">\n\t\t\t\t<!-- <i class=\"c-blogLink__icon icon-link\" role=\"presentation\"><\/i> -->\n\t\t\t\t<span class=\"c-blogLink__icon\">\n\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"swl-svg-externalLink __svg\" width=\"1em\" height=\"1em\" viewBox=\"0 0 48 48\" role=\"img\" aria-hidden=\"true\" focusable=\"false\"><path d=\"M44 2H30c-1.1 0-2 .9-2 2s.9 2 2 2h9.2L24 21.2c-.8.8-.8 2 0 2.8s2 .8 2.8 0L42 8.8V18c0 1.1.9 2 2 2s2-.9 2-2V4c0-1.1-.9-2-2-2z\" \/><path d=\"M41 27c-1.1 0-2 .9-2 2v10c0 1.1-.9 2-2 2H9c-1.1 0-2-.9-2-2V11c0-1.1.9-2 2-2h10c1.1 0 2-.9 2-2s-.9-2-2-2H9c-3.3 0-6 2.7-6 6v28c0 3.3 2.7 6 6 6h28c3.3 0 6-2.7 6-6V29c0-1.1-.9-2-2-2z\" \/><\/svg>\t\t\t\t<\/span>\n\t\t\t\t<span class=\"c-blogLink__text\">DeepSeek Open Platform Terms of Service<\/span>\n\t\t\t<\/a>\n\t\t<\/div>\n\n\n<h3 class=\"wp-block-heading\">\u30aa\u30fc\u30d7\u30f3\u30e2\u30c7\u30eb\u3092\u4f7f\u7528\u3059\u308b\u5834\u5408\u306e\u6ce8\u610f\u70b9<\/h3>\n\n\n\n<p>DeepSeek-R1\u3092<span class=\"swl-format-2\">\u30ed\u30fc\u30ab\u30eb\u74b0\u5883\u306b\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u3066\u5229\u7528\u3059\u308b\u5834\u5408\u3001\u5916\u90e8\u306e\u30b5\u30fc\u30d0\u30fc\u3078\u30c7\u30fc\u30bf\u3092\u9001\u4fe1\u3057\u306a\u304f\u3066\u6e08\u3080\u305f\u3081\u3001\u500b\u4eba\u60c5\u5831\u3084\u6a5f\u5bc6\u60c5\u5831\u304c\u6f0f\u6d29\u3059\u308b\u30ea\u30b9\u30af\u306f\u57fa\u672c\u7684\u306b\u3042\u308a\u307e\u305b\u3093\u3002<\/span><\/p>\n\n\n\n<p>\u5177\u4f53\u7684\u306b\u306f\u3001HuggingFace\u3084Ollama\u306a\u3069\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u304b\u3089\u30e2\u30c7\u30eb\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u3001\u30ed\u30fc\u30ab\u30eb\u74b0\u5883\u3067\u904b\u7528\u3059\u308b\u5f62\u5f0f\u3068\u306a\u308b\u305f\u3081\u3001DeepSeek\u793e\u306b\u60c5\u5831\u3092\u63d0\u4f9b\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p>DeepSeek-R1\u306b\u306fMIT\u3084Apache 2.0\u3001Llama\u7b49\u306e\u30e9\u30a4\u30bb\u30f3\u30b9\u304c\u9069\u7528\u3055\u308c\u3066\u304a\u308a\u3001\u6539\u5909\u30fb\u518d\u914d\u5e03\u30fb\u5546\u7528\u5229\u7528\u306a\u3069\u304c\u81ea\u7531\u306b\u884c\u3048\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30e2\u30c7\u30eb\u306b\u3088\u3063\u3066\u30e9\u30a4\u30bb\u30f3\u30b9\u304c\u7570\u306a\u308a\u307e\u3059\u306e\u3067\u3001\u3054\u5229\u7528\u306e\u969b\u306f\u8a72\u5f53\u3059\u308b\u30e9\u30a4\u30bb\u30f3\u30b9\u3092\u3054\u78ba\u8a8d\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<p class=\"is-style-balloon_box2\"><span class=\"swl-format-2\">DeepSeek-R1\u3092\u30ed\u30fc\u30ab\u30eb\u74b0\u5883\u3067\u4f7f\u7528\u3059\u308b\u65b9\u6cd5\u306f\uff1f<\/span><\/p>\n\n\n<div class=\"swell-block-postLink\">\t\t\t<div class=\"p-blogCard -internal\" data-type=\"type1\" data-onclick=\"clickLink\">\n\t\t\t\t<div class=\"p-blogCard__inner\">\n\t\t\t\t\t<span class=\"p-blogCard__caption\">\u3042\u308f\u305b\u3066\u8aad\u307f\u305f\u3044<\/span>\n\t\t\t\t\t<div class=\"p-blogCard__thumb c-postThumb\"><figure class=\"c-postThumb__figure\"><img decoding=\"async\" src=\"https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2025\/02\/eyecatch-deepseekr1-local-300x169.jpg\" alt=\"\" class=\"c-postThumb__img u-obf-cover\" width=\"320\" height=\"180\"><\/figure><\/div>\t\t\t\t\t<div class=\"p-blogCard__body\">\n\t\t\t\t\t\t<a class=\"p-blogCard__title\" href=\"https:\/\/highreso.jp\/edgehub\/machinelearning\/deepseek-r1-local.html\">DeepSeek-R1\u3092\u30ed\u30fc\u30ab\u30eb\u74b0\u5883\u3067\u5b89\u5168\u306b\u4f7f\u3046\u65b9\u6cd5\uff01\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u304b\u3089\u69cb\u7bc9\u307e\u3067<\/a>\n\t\t\t\t\t\t<span class=\"p-blogCard__excerpt\">DeepSeek-R1\u306f\u30ed\u30fc\u30ab\u30eb\u74b0\u5883\u3067\u4f7f\u7528\u3059\u308c\u3070\u3001\u5916\u90e8\u306b\u30c7\u30fc\u30bf\u304c\u9001\u4fe1\u3055\u308c\u308b\u3053\u3068\u306a\u304f\u3001\u5b89\u5168\u306b\u5229\u7528\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002 HuggingFace\u3084Ollama\u304b\u3089\u30e2\u30c7\u30eb\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u3066\u3001\u30ed\u30fc&#8230;<\/span>\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\n\n<p class=\"is-style-balloon_box2\"><span class=\"swl-format-2\">DeepSeek\u306e\u5b89\u5168\u6027\u3092\u8a73\u3057\u304f\u89e3\u8aac\uff01<\/span><\/p>\n\n\n<div class=\"swell-block-postLink\">\t\t\t<div class=\"p-blogCard -internal\" data-type=\"type1\" data-onclick=\"clickLink\">\n\t\t\t\t<div class=\"p-blogCard__inner\">\n\t\t\t\t\t<span class=\"p-blogCard__caption\">\u3042\u308f\u305b\u3066\u8aad\u307f\u305f\u3044<\/span>\n\t\t\t\t\t<div class=\"p-blogCard__thumb c-postThumb\"><figure class=\"c-postThumb__figure\"><img decoding=\"async\" src=\"https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2025\/02\/deepseekmelit-eyecatch-300x158.jpg\" alt=\"\" class=\"c-postThumb__img u-obf-cover\" width=\"320\" height=\"180\"><\/figure><\/div>\t\t\t\t\t<div class=\"p-blogCard__body\">\n\t\t\t\t\t\t<a class=\"p-blogCard__title\" href=\"https:\/\/highreso.jp\/edgehub\/wordgenerationai\/deepseek-merit.html\">\u300cDeepSeek\u300d\u3092\u5b89\u5168\u306b\u4f7f\u3046\u306b\u306f\uff1f\u30e1\u30ea\u30c3\u30c8\u3068\u30c7\u30e1\u30ea\u30c3\u30c8\u3001\u30ea\u30b9\u30af\u3078\u306e\u5bfe\u5fdc\u7b56\u3092\u89e3\u8aac<\/a>\n\t\t\t\t\t\t<span class=\"p-blogCard__excerpt\">\u5bfe\u8a71\u578bAI\u300cDeepSeek\uff08\u30c7\u30a3\u30fc\u30d7 \u30b7\u30fc\u30af\uff09\u300d\u306f\u4f5c\u696d\u3092\u52b9\u7387\u5316\u3057\u3001\u60c5\u5831\u3092\u7d20\u65e9\u304f\u96c6\u3081\u3089\u308c\u308b\u3068\u3044\u3063\u305f\u5229\u70b9\u304c\u3042\u308b\u4e00\u65b9\u3001\u30c7\u30e1\u30ea\u30c3\u30c8\u3082\u4f34\u3044\u307e\u3059\u3002 \u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001\u300cDeepSeek\u300d\u3067\u8a71&#8230;<\/span>\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\n\n<h2 class=\"wp-block-heading\">DeepSeek-R1\u306e\u5546\u7528\u5229\u7528\u30fb\u30e9\u30a4\u30bb\u30f3\u30b9<\/h2>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"600\" height=\"300\" src=\"https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2024\/08\/shande_midashi.jpg\" alt=\"\u898b\u51fa\u3057\u753b\u50cf\" class=\"wp-image-9140\" srcset=\"https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2024\/08\/shande_midashi.jpg 600w, https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2024\/08\/shande_midashi-300x150.jpg 300w\" sizes=\"(max-width: 600px) 100vw, 600px\" \/><\/figure>\n\n\n\n<p>DeepSeek-R1\u306f\u3001<span class=\"swl-format-2\">\u57fa\u672c\u7684\u306b\u7121\u6599\u3067\u5546\u7528\u5229\u7528\u304c\u53ef\u80fd\u3067\u3059\u304c\u3001\u30e2\u30c7\u30eb\u306e\u7a2e\u985e\u306b\u3088\u3063\u3066\u30e9\u30a4\u30bb\u30f3\u30b9\u304c\u7570\u306a\u308a\u307e\u3059\u3002<\/span><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">DeepSeek-R1(671B)\u306f\u30e9\u30a4\u30bb\u30f3\u30b9\u306f\u300cMIT\u300d<\/h3>\n\n\n\n<p><span class=\"swl-format-2\">DeepSeek-R1(671B)\u306f\u3001MIT\u30e9\u30a4\u30bb\u30f3\u30b9\u3092\u3082\u3068\u306b\u63d0\u4f9b\u3055\u308c\u3066\u304a\u308a\u3001\u7121\u6599\u3067\u5546\u7528\u5229\u7528\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\n\n\n\n<p>MIT\u30e9\u30a4\u30bb\u30f3\u30b9\u306f\u3001\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u306e\u914d\u5e03\u306b\u4f7f\u7528\u3055\u308c\u308b\u975e\u5e38\u306b\u5bdb\u5bb9\u306a\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u30e9\u30a4\u30bb\u30f3\u30b9\u3067\u3059<\/p>\n\n\n\n<div class=\"swell-block-capbox cap_box is-style-onborder_ttl2\" data-colset=\"col3\"><div class=\"cap_box_ttl\"><span>MIT\u30e9\u30a4\u30bb\u30f3\u30b9\u306e\u8981\u70b9<\/span><\/div><div class=\"cap_box_content\">\n<p>\u5546\u7528\u5229\u7528\uff1a\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3084\u30b3\u30fc\u30c9\u3092\u5546\u7528\u5229\u7528\u3059\u308b\u3053\u3068\u304c\u5b8c\u5168\u306b\u8a31\u53ef\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u6539\u5909\uff1a\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3092\u81ea\u7531\u306b\u4fee\u6b63\u3057\u305f\u308a\u6539\u5909\u3057\u305f\u308a\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u914d\u5e03\uff1a\u4fee\u6b63\u3057\u305f\u308a\u5909\u66f4\u3057\u305f\u308a\u3057\u305f\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3092\u81ea\u7531\u306b\u914d\u5e03\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u8457\u4f5c\u6a29\u306e\u8868\u793a\uff1a\u518d\u914d\u5e03\u6642\u306b\u30aa\u30ea\u30b8\u30ca\u30eb\u306e\u8457\u4f5c\u6a29\u8868\u793a\u3068\u30e9\u30a4\u30bb\u30f3\u30b9\u6761\u9805\u3092\u542b\u3081\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u7279\u8a31\u5229\u7528\uff1a\u7279\u8a31\u5229\u7528\u306b\u95a2\u3059\u308b\u660e\u793a\u7684\u306a\u898f\u5b9a\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n<\/div><\/div>\n\n\n\n<h3 class=\"wp-block-heading\">DeepSeek-R1-Distill-Qwen\u306e\u30e9\u30a4\u30bb\u30f3\u30b9\u306f\u300cApache 2.0\u300d<\/h3>\n\n\n\n<p><span class=\"swl-format-2\">DeepSeek-R1-Distill-Qwen\u30b7\u30ea\u30fc\u30ba\u306f\u3001Apache License 2.0\u306b\u57fa\u3065\u3044\u3066\u63d0\u4f9b\u3055\u308c\u3066\u304a\u308a\u3001\u7121\u6599\u3067\u5546\u7528\u5229\u7528\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\n\n\n\n<figure class=\"wp-block-table min_width30_ is-style-regular\"><table><thead style=\"--thead-color--bg:var(--color_main);--thead-color--txt:var(--swl-text_color--white)\"><tr><th>\u30e2\u30c7\u30ebID<\/th><th>\u30d9\u30fc\u30b9\u30e2\u30c7\u30eb<\/th><th>\u30e9\u30a4\u30bb\u30f3\u30b9<\/th><\/tr><\/thead><tbody><tr><td>deepseek-ai\/DeepSeek-R1-Distill-Qwen-1.5B<\/td><td>Qwen2.5-Math-1.5B<\/td><td>Apache 2.0 License<\/td><\/tr><tr><td>deepseek-ai\/DeepSeek-R1-Distill-Qwen-7B<\/td><td>Qwen2.5-Math-7B<\/td><td>Apache 2.0 License<\/td><\/tr><tr><td>deepseek-ai\/DeepSeek-R1-Distill-Qwen-14B<\/td><td>Qwen2.5-14B<\/td><td>Apache 2.0 License<\/td><\/tr><tr><td>deepseek-ai\/DeepSeek-R1-Distill-Qwen-32B<\/td><td>Qwen2.5-32B<\/td><td>Apache 2.0 License<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<div class=\"swell-block-capbox cap_box is-style-onborder_ttl2\" data-colset=\"col3\"><div class=\"cap_box_ttl\"><span>Apache License 2.0<\/span><\/div><div class=\"cap_box_content\">\n<p>\u5546\u7528\u5229\u7528\uff1a\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3084\u30b3\u30fc\u30c9\u3092\u5546\u7528\u5229\u7528\u3059\u308b\u3053\u3068\u304c\u8a31\u53ef\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u6539\u5909\uff1a\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3084\u30b3\u30fc\u30c9\u3092\u81ea\u7531\u306b\u4fee\u6b63\u3057\u305f\u308a\u6539\u5909\u3057\u305f\u308a\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u914d\u5e03\uff1a\u4fee\u6b63\u3057\u305f\u308a\u5909\u66f4\u3057\u305f\u308a\u3057\u305f\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3092\u81ea\u7531\u306b\u914d\u5e03\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u8457\u4f5c\u6a29\u8868\u793a\uff1a\u5143\u306e\u8457\u4f5c\u6a29\u8868\u793a\u3068\u30e9\u30a4\u30bb\u30f3\u30b9\u6761\u9805\u3092\u542b\u3081\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u7279\u8a31\u5229\u7528\uff1a\u5229\u7528\u8005\u306b\u7279\u8a31\u4f7f\u7528\u6a29\u304c\u4ed8\u4e0e\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<\/div><\/div>\n\n\n\n<h3 class=\"wp-block-heading\">DeepSeek-R1-Distill-Llama\u306e\u30e9\u30a4\u30bb\u30f3\u30b9\u306f\u300cMETA LLAMA COMMUNITY LICENSE\u300d<\/h3>\n\n\n\n<p><span class=\"swl-format-2\">DeepSeek-R1-Distill-Llama\u30b7\u30ea\u30fc\u30ba\u306f\u3001\u300cMETA LLAMA COMMUNITY LICENSE\u300d\u306b\u3082\u3068\u3065\u3044\u3066\u3001\u7121\u6599\u3067\u5229\u7528\u3067\u304d\u3001\u5546\u7528\u5229\u7528\u3082\u53ef\u80fd\u3067\u3059\u3002<\/span><\/p>\n\n\n\n<figure class=\"wp-block-table\"><table><thead><tr><th>\u30e2\u30c7\u30ebID<\/th><th>\u30d9\u30fc\u30b9\u30e2\u30c7\u30eb<\/th><th>\u30e9\u30a4\u30bb\u30f3\u30b9<\/th><\/tr><\/thead><tbody><tr><td>deepseek-ai\/DeepSeek-R1-Distill-Llama-8B<\/td><td>Llama-3.1-8B<\/td><td>llama3.1 license<\/td><\/tr><tr><td>deepseek-ai\/DeepSeek-R1-Distill-Llama-70B<\/td><td>Llama-3.3-70B-Instruct<\/td><td>llama3.3 license<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<div class=\"swell-block-capbox cap_box is-style-onborder_ttl2\" data-colset=\"col3\"><div class=\"cap_box_ttl\"><span>META LLAMA COMMUNITY LICENSE\u306e\u8981\u70b9<\/span><\/div><div class=\"cap_box_content\">\n<p>\u5546\u7528\u5229\u7528\uff1a\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3084\u30b3\u30fc\u30c9\u3092\u5546\u7528\u5229\u7528\u3059\u308b\u3053\u3068\u304c\u8a31\u53ef\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u6539\u5909\uff1a\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3084\u30b3\u30fc\u30c9\u3092\u81ea\u7531\u306b\u4fee\u6b63\u3057\u305f\u308a\u6539\u5909\u3057\u305f\u308a\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u914d\u5e03\uff1a\u4fee\u6b63\u3057\u305f\u308a\u5909\u66f4\u3057\u305f\u308a\u3057\u305f\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3092\u81ea\u7531\u306b\u914d\u5e03\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u8457\u4f5c\u6a29\u8868\u793a\uff1a\u518d\u914d\u5e03\u6642\u306b\u3001\u8457\u4f5c\u6a29\u306e\u8868\u793a\u3084\u5951\u7d04\u66f8\u30b3\u30d4\u30fc\u306e\u63d0\u4f9b\u306a\u3069\u304c\u5fc5\u8981\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u7279\u8a31\u5229\u7528\uff1a\u7279\u8a31\u5229\u7528\u306b\u95a2\u3059\u308b\u660e\u793a\u7684\u306a\u898f\u5b9a\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n<\/div><\/div>\n\n\n\n<p class=\"is-style-icon_info\">\u5546\u7528\u5229\u7528\u306f\u3001\u300c\u6708\u9593\u30a2\u30af\u30c6\u30a3\u30d6\u30e6\u30fc\u30b6\u30fc\u304c7\u5104\u4eba\u4ee5\u4e0b\u3067\u3042\u308c\u3070\u7121\u511f\u3067\u5229\u7528\u3067\u304d\u308b\u300d\u6761\u4ef6\u3064\u304d\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"is-style-balloon_box2\"><span class=\"swl-format-2\">\u8a73\u7d30\u306fLlama\u306e\u30e9\u30a4\u30bb\u30f3\u30b9\u30da\u30fc\u30b8\u3092\u3054\u53c2\u7167\u304f\u3060\u3055\u3044\u3002<\/span><\/p>\n\n\n<div class=\"swell-block-postLink\">\t\t\t<a href=\"https:\/\/www.llama.com\/llama3_1\/license\/\" class=\"c-blogLink -external\" data-style=\"text\" target=\"_blank\" rel=\"noopener noreferrer\">\n\t\t\t\t<!-- <i class=\"c-blogLink__icon icon-link\" role=\"presentation\"><\/i> -->\n\t\t\t\t<span class=\"c-blogLink__icon\">\n\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"swl-svg-externalLink __svg\" width=\"1em\" height=\"1em\" viewBox=\"0 0 48 48\" role=\"img\" aria-hidden=\"true\" focusable=\"false\"><path d=\"M44 2H30c-1.1 0-2 .9-2 2s.9 2 2 2h9.2L24 21.2c-.8.8-.8 2 0 2.8s2 .8 2.8 0L42 8.8V18c0 1.1.9 2 2 2s2-.9 2-2V4c0-1.1-.9-2-2-2z\" \/><path d=\"M41 27c-1.1 0-2 .9-2 2v10c0 1.1-.9 2-2 2H9c-1.1 0-2-.9-2-2V11c0-1.1.9-2 2-2h10c1.1 0 2-.9 2-2s-.9-2-2-2H9c-3.3 0-6 2.7-6 6v28c0 3.3 2.7 6 6 6h28c3.3 0 6-2.7 6-6V29c0-1.1-.9-2-2-2z\" \/><\/svg>\t\t\t\t<\/span>\n\t\t\t\t<span class=\"c-blogLink__text\">Llama 3.1 Community License Agreement<\/span>\n\t\t\t<\/a>\n\t\t<\/div>\n\n<div class=\"swell-block-postLink\">\t\t\t<a href=\"https:\/\/www.llama.com\/llama3_3\/license\/\" class=\"c-blogLink -external\" data-style=\"text\" target=\"_blank\" rel=\"noopener noreferrer\">\n\t\t\t\t<!-- <i class=\"c-blogLink__icon icon-link\" role=\"presentation\"><\/i> -->\n\t\t\t\t<span class=\"c-blogLink__icon\">\n\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"swl-svg-externalLink __svg\" width=\"1em\" height=\"1em\" viewBox=\"0 0 48 48\" role=\"img\" aria-hidden=\"true\" focusable=\"false\"><path d=\"M44 2H30c-1.1 0-2 .9-2 2s.9 2 2 2h9.2L24 21.2c-.8.8-.8 2 0 2.8s2 .8 2.8 0L42 8.8V18c0 1.1.9 2 2 2s2-.9 2-2V4c0-1.1-.9-2-2-2z\" \/><path d=\"M41 27c-1.1 0-2 .9-2 2v10c0 1.1-.9 2-2 2H9c-1.1 0-2-.9-2-2V11c0-1.1.9-2 2-2h10c1.1 0 2-.9 2-2s-.9-2-2-2H9c-3.3 0-6 2.7-6 6v28c0 3.3 2.7 6 6 6h28c3.3 0 6-2.7 6-6V29c0-1.1-.9-2-2-2z\" \/><\/svg>\t\t\t\t<\/span>\n\t\t\t\t<span class=\"c-blogLink__text\">Llama 3.3 Community License Agreement<\/span>\n\t\t\t<\/a>\n\t\t<\/div>\n\n\n<p class=\"is-style-balloon_box2\"><span class=\"swl-format-2\">DeepSeek-R1\u306e\u4f7f\u3044\u65b9\u306f\uff1f<\/span><\/p>\n\n\n<div class=\"swell-block-postLink\">\t\t\t<div class=\"p-blogCard -internal\" data-type=\"type1\" data-onclick=\"clickLink\">\n\t\t\t\t<div class=\"p-blogCard__inner\">\n\t\t\t\t\t<span class=\"p-blogCard__caption\">\u3042\u308f\u305b\u3066\u8aad\u307f\u305f\u3044<\/span>\n\t\t\t\t\t<div class=\"p-blogCard__thumb c-postThumb\"><figure class=\"c-postThumb__figure\"><img decoding=\"async\" src=\"https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2025\/02\/eyecatch-deepseekr1-local-300x169.jpg\" alt=\"\" class=\"c-postThumb__img u-obf-cover\" width=\"320\" height=\"180\"><\/figure><\/div>\t\t\t\t\t<div class=\"p-blogCard__body\">\n\t\t\t\t\t\t<a class=\"p-blogCard__title\" href=\"https:\/\/highreso.jp\/edgehub\/machinelearning\/deepseek-r1-local.html\">DeepSeek-R1\u3092\u30ed\u30fc\u30ab\u30eb\u74b0\u5883\u3067\u5b89\u5168\u306b\u4f7f\u3046\u65b9\u6cd5\uff01\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u304b\u3089\u69cb\u7bc9\u307e\u3067<\/a>\n\t\t\t\t\t\t<span class=\"p-blogCard__excerpt\">DeepSeek-R1\u306f\u30ed\u30fc\u30ab\u30eb\u74b0\u5883\u3067\u4f7f\u7528\u3059\u308c\u3070\u3001\u5916\u90e8\u306b\u30c7\u30fc\u30bf\u304c\u9001\u4fe1\u3055\u308c\u308b\u3053\u3068\u306a\u304f\u3001\u5b89\u5168\u306b\u5229\u7528\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002 HuggingFace\u3084Ollama\u304b\u3089\u30e2\u30c7\u30eb\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u3066\u3001\u30ed\u30fc&#8230;<\/span>\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\n\n<p class=\"is-style-balloon_box2\"><span class=\"swl-format-2\">DeepSeek-R1\u3092\u6d3b\u7528\u3057\u305fRAG\u306e\u69cb\u7bc9\u65b9\u6cd5\u306f\uff1f<\/span><\/p>\n\n\n<div class=\"swell-block-postLink\">\t\t\t<div class=\"p-blogCard -internal\" data-type=\"type1\" data-onclick=\"clickLink\">\n\t\t\t\t<div class=\"p-blogCard__inner\">\n\t\t\t\t\t<span class=\"p-blogCard__caption\">\u3042\u308f\u305b\u3066\u8aad\u307f\u305f\u3044<\/span>\n\t\t\t\t\t<div class=\"p-blogCard__thumb c-postThumb\"><figure class=\"c-postThumb__figure\"><img decoding=\"async\" src=\"https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2025\/02\/eyecatch_deepseekr1_rag-300x157.jpg\" alt=\"\" class=\"c-postThumb__img u-obf-cover\" width=\"320\" height=\"180\"><\/figure><\/div>\t\t\t\t\t<div class=\"p-blogCard__body\">\n\t\t\t\t\t\t<a class=\"p-blogCard__title\" href=\"https:\/\/highreso.jp\/edgehub\/machinelearning\/deepseekr1-rag.html\">DeepSeek-R1\u3067\u300c\u601d\u8003\u3059\u308bRAG\u300d\u3092\u69cb\u7bc9\uff01\u6df1\u3044\u601d\u8003\u3067\u7cbe\u5ea6\u5411\u4e0a<\/a>\n\t\t\t\t\t\t<span class=\"p-blogCard__excerpt\">DeepSeek-R1\u306f\u3001OpenAI o1\u30e2\u30c7\u30eb\u306e\u3088\u3046\u306b\u9ad8\u5ea6\u306a\u63a8\u8ad6\u80fd\u529b\u3092\u6d3b\u304b\u3057\u305f\u300c\u6df1\u3044\u601d\u8003\u30d7\u30ed\u30bb\u30b9\u300d\u3092\u5f37\u307f\u3068\u3057\u3066\u3044\u307e\u3059\u3002 RAG\u306bDeepSeek-R1\u3092\u7d44\u307f\u8fbc\u3080\u3053\u3068\u3067\u3001\u6df1\u3044\u601d\u8003\u3092\u6d3b\u304b\u3057\u305f\u7cbe&#8230;<\/span>\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\n\n<h2 class=\"wp-block-heading\" id=\"index_id8\">\u751f\u6210AI\u30fbLLM\u306e\u30b3\u30b9\u30c8\u3067\u304a\u56f0\u308a\u306a\u3089<\/h2>\n\n\n\n<p>GPU\u306e\u30b9\u30da\u30c3\u30af\u4e0d\u8db3\u3067\u751f\u6210AI\u306e\u958b\u767a\u304c\u601d\u3046\u3088\u3046\u306b\u9032\u307e\u306a\u3044\u3053\u3068\u306f\u3042\u308a\u307e\u305b\u3093\u304b\uff1f<\/p>\n\n\n\n<p>\u305d\u3093\u306a\u3068\u304d\u306b\u306f\u3001<strong><span class=\"swl-format-2\">\u9ad8\u6027\u80fd\u306aGPU\u3092\u30ea\u30fc\u30ba\u30ca\u30d6\u30eb\u306a\u4fa1\u683c\u3067\u4f7f\u3048\u308bGPU\u30af\u30e9\u30a6\u30c9\u30b5\u30fc\u30d3\u30b9\u304c\u304a\u3059\u3059\u3081\u3067\u3059\uff01<\/span><\/strong><\/p>\n\n\n\n<div class=\"p-blogParts post_content\" data-partsID=\"4543\">\n<div class=\"swell-block-capbox cap_box\" data-colset=\"col2\"><div class=\"cap_box_ttl\"><span>GPUSOROBAN<\/span><\/div><div class=\"cap_box_content\">\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"800\" height=\"283\" src=\"https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2024\/06\/gpusorobanpr_1.jpg\" alt=\"GPUSOROBAN\" class=\"wp-image-4552\" srcset=\"https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2024\/06\/gpusorobanpr_1.jpg 800w, https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2024\/06\/gpusorobanpr_1-300x106.jpg 300w, https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2024\/06\/gpusorobanpr_1-768x272.jpg 768w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/><\/figure>\n\n\n\n<p>GPUSOROBAN\u306f\u3001<span class=\"swl-format-1\"><span class=\"swl-marker mark_yellow\">\u751f\u6210AI\u30fbLLM\u5411\u3051\u306e\u9ad8\u901fGPU\u3092\u696d\u754c\u6700\u5b89\u7d1a\u306e\u6599\u91d1\u3067\u4f7f\u7528\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/span><\/span><\/p>\n\n\n\n<p>\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u74b0\u5883\u3055\u3048\u3042\u308c\u3070\u3001\u30af\u30e9\u30a6\u30c9\u74b0\u5883\u306eGPU\u30b5\u30fc\u30d0\u30fc\u3092\u3059\u3050\u306b\u5229\u7528\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u5927\u898f\u6a21\u306a\u8a2d\u5099\u6295\u8cc7\u306e\u5fc5\u8981\u304c\u306a\u304f\u3001\u7169\u96d1\u306a\u30b5\u30fc\u30d0\u30fc\u7ba1\u7406\u304b\u3089\u3082\u89e3\u653e\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<div class=\"swell-block-columns\"><div class=\"swell-block-columns__inner\">\n<div class=\"swell-block-column swl-has-mb--s\">\n<div class=\"swell-block-button blue_ -size-l is-style-btn_normal\"><a href=\"https:\/\/soroban.highreso.jp\/?utm_medium=edgehub&amp;utm_source=edgehub&amp;utm_campaign=highend_boxa&amp;adid=edgehub\" class=\"swell-block-button__link\"><span>\u516c\u5f0f\u30b5\u30a4\u30c8\u3092\u307f\u308b<\/span><\/a><\/div>\n<\/div>\n\n\n\n<div class=\"swell-block-column swl-has-mb--s\">\n<div class=\"swell-block-button red_ -size-l is-style-btn_normal\"><a href=\"https:\/\/soroban.highreso.jp\/download\/compute-catalog\/?utm_medium=edgehub&amp;utm_source=edgehub&amp;utm_campaign=highend_boxa&amp;adid=edgehub\" class=\"swell-block-button__link\"><span>\u8cc7\u6599\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9<\/span><\/a><\/div>\n<\/div>\n<\/div><\/div>\n<\/div><\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>DeepSeek-R1\u306f\u3001\u4e2d\u56fd\u306eAI\u4f01\u696dDeepSeek\u304c\u958b\u767a\u3057\u305f\u6700\u65b0\u306e\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff08LLM\uff09\u3067\u3059\u3002 DeepSeek-R1\u306f\u3001\u7121\u6599\u3067\u4f7f\u3048\u308b\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u3067\u3042\u308a\u306a\u304c\u3089\u3001OpenAI\u306eo1\u30e2\u30c7\u30eb\u306b\u5339\u6575\u3059\u308b\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":16937,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"swell_btn_cv_data":"","footnotes":""},"categories":[20],"tags":[],"class_list":["post-16066","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-machinelearning"],"_links":{"self":[{"href":"https:\/\/highreso.jp\/edgehub\/wp-json\/wp\/v2\/posts\/16066","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/highreso.jp\/edgehub\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/highreso.jp\/edgehub\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/highreso.jp\/edgehub\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/highreso.jp\/edgehub\/wp-json\/wp\/v2\/comments?post=16066"}],"version-history":[{"count":2,"href":"https:\/\/highreso.jp\/edgehub\/wp-json\/wp\/v2\/posts\/16066\/revisions"}],"predecessor-version":[{"id":17213,"href":"https:\/\/highreso.jp\/edgehub\/wp-json\/wp\/v2\/posts\/16066\/revisions\/17213"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/highreso.jp\/edgehub\/wp-json\/wp\/v2\/media\/16937"}],"wp:attachment":[{"href":"https:\/\/highreso.jp\/edgehub\/wp-json\/wp\/v2\/media?parent=16066"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/highreso.jp\/edgehub\/wp-json\/wp\/v2\/categories?post=16066"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/highreso.jp\/edgehub\/wp-json\/wp\/v2\/tags?post=16066"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}