{"id":3380,"date":"2025-03-04T09:00:00","date_gmt":"2025-03-04T00:00:00","guid":{"rendered":"https:\/\/www.xlsoft.com\/jp\/blog\/intel\/?p=3380"},"modified":"2025-03-01T05:09:18","modified_gmt":"2025-02-28T20:09:18","slug":"does-deepseek-solve-the-small-scale-model-performance-puzzle","status":"publish","type":"post","link":"https:\/\/www.xlsoft.com\/jp\/blog\/intel\/2025\/03\/04\/does-deepseek-solve-the-small-scale-model-performance-puzzle\/","title":{"rendered":"DeepSeek \u306f\u5c0f\u898f\u6a21\u30e2\u30c7\u30eb\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u30fb\u30d1\u30ba\u30eb\u3092\u89e3\u3051\u308b\u304b"},"content":{"rendered":"\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\n\n\n\n<p>\u3053\u306e\u8a18\u4e8b\u306f\u3001\u30a4\u30f3\u30c6\u30eb\u306e\u30a6\u30a7\u30d6\u30b5\u30a4\u30c8\u3067\u516c\u958b\u3055\u308c\u3066\u3044\u308b\u300c<a href=\"https:\/\/community.intel.com\/t5\/Blogs\/Tech-Innovation\/Artificial-Intelligence-AI\/Does-DeepSeek-Solve-the-Small-Scale-Model-Performance-Puzzle\/post\/1663390\" target=\"_blank\">Does DeepSeek Solve the Small Scale Model Performance Puzzle?<\/a>\u300d\u306e\u65e5\u672c\u8a9e\u53c2\u8003\u8a33\u3067\u3059\u3002\u539f\u6587\u306f\u66f4\u65b0\u3055\u308c\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002\u539f\u6587\u3068\u7ffb\u8a33\u6587\u306e\u5185\u5bb9\u304c\u7570\u306a\u308b\u5834\u5408\u306f\u539f\u6587\u3092\u512a\u5148\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\n\n\n\n<h3>DeepSeek-R1 \u84b8\u7559\u63a8\u8ad6\u30e2\u30c7\u30eb\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3068\u30a4\u30f3\u30c6\u30eb\u00ae \u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u4e0a\u3067\u306e\u52d5\u4f5c<\/h3>\n<p>DeepSeek \u306f\u3001\u84b8\u7559\u30d0\u30fc\u30b8\u30e7\u30f3\u3092\u5099\u3048\u305f\u7b2c 1 \u4e16\u4ee3\u306e\u63a8\u8ad6\u30e2\u30c7\u30eb\u3001<a href=\"https:\/\/huggingface.co\/deepseek-ai\/DeepSeek-R1\" target=\"_blank\" rel=\"noopener nofollow noreferrer\">Deepseek-R1<\/a> (\u82f1\u8a9e) \u3092\u30ea\u30ea\u30fc\u30b9\u3057\u307e\u3057\u305f\u3002\u4e00\u898b\u3059\u308b\u3068\u3001<a href=\"https:\/\/github.com\/deepseek-ai\/DeepSeek-R1\/blob\/main\/DeepSeek_R1.pdf\" target=\"_blank\" rel=\"noopener nofollow noreferrer\">\u8907\u96d1\u306a\u30bf\u30b9\u30af\u306e\u89e3\u6c7a<\/a> (\u82f1\u8a9e) \u306b\u304a\u3044\u3066\u65e2\u5b58\u306e\u3059\u3079\u3066\u306e\u30e2\u30c7\u30eb\u3088\u308a\u3082\u512a\u308c\u3066\u3044\u308b\u3068\u81ea\u79f0\u3059\u308b\u30e2\u30c7\u30eb\u306e 1 \u3064\u306e\u3088\u3046\u306b\u601d\u308f\u308c\u308b\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u304c\u3001\u3053\u306e\u30e2\u30c7\u30eb\u306e\u672c\u5f53\u306e\u9b45\u529b\u306f\u3001<strong>\u9ad8\u5ea6\u306a\u63a8\u8ad6\u3092\u5c0f\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb (SLM) \u306b\u8ee2\u9001\u3059\u308b<\/strong>\u6a5f\u80fd\u306b\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb (LLM) \u306f\u3001\u9ad8\u3044\u8a08\u7b97\u8981\u4ef6\u3001\u8907\u96d1\u306a\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u30fc\u306e\u30cb\u30fc\u30ba\u3001\u5927\u898f\u6a21\u306a\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u30fb\u30a2\u30af\u30bb\u30e9\u30ec\u30fc\u30bf\u30fc\u3078\u306e\u4f9d\u5b58\u306b\u3088\u308a\u3001\u4f01\u696d\u304c\u30ed\u30fc\u30ab\u30eb\u3067\u30c6\u30b9\u30c8\/\u30c7\u30d7\u30ed\u30a4\u3059\u308b\u3053\u3068\u306f\u5bb9\u6613\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u305d\u306e\u7d50\u679c\u3001\u5b9f\u7528\u7684\u306a\u4ee3\u66ff\u624b\u6bb5\u3092\u63d0\u4f9b\u3057\u3001\u5e83\u7bc4\u306a\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u5916\u90e8\u306e API \u306b\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u304c\u4f9d\u5b58\u3059\u308b\u3053\u3068\u304c\u3088\u304f\u3042\u308a\u307e\u3059\u3002\u30b7\u30ca\u30ea\u30aa\u306b\u3088\u3063\u3066\u306f\u3001\u904b\u7528\u4e0a\u306e\u5236\u7d04\u3001\u6226\u7565\u7684\u306a\u512a\u5148\u4e8b\u9805\u3001\u7279\u5b9a\u306e\u30c7\u30d7\u30ed\u30a4\u8981\u4ef6\u306a\u3069\u306b\u3088\u308a\u3001\u30e2\u30c7\u30eb\u3092\u30ed\u30fc\u30ab\u30eb\u3067\u5b9f\u884c\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30b7\u30ca\u30ea\u30aa\u306b\u52b9\u679c\u7684\u306b\u5bfe\u51e6\u3059\u308b\u306b\u306f\u3001\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3001\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u30fc\u3001\u30a2\u30af\u30bb\u30b7\u30d3\u30ea\u30c6\u30a3\u30fc\u3092\u6700\u9069\u5316\u3059\u308b\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p>\n<p>\u3053\u308c\u3089\u306e\u8ab2\u984c\u306b\u5bfe\u51e6\u3059\u308b\u3001\u9ad8\u5ea6\u306a\u63a8\u8ad6\u6a5f\u80fd\u3092\u5099\u3048\u305f SLM \u306f\u3001\u5bb9\u6613\u306b\u5229\u7528\u53ef\u80fd\u306a\u8a08\u7b97\u30ea\u30bd\u30fc\u30b9\u3092\u4f7f\u7528\u3057\u3066\u3001\u5927\u898f\u6a21\u306a\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3068\u30ed\u30fc\u30ab\u30eb\u307e\u305f\u306f\u624b\u9803\u306a\u4fa1\u683c\u306e\u30c7\u30d7\u30ed\u30a4\u3068\u306e\u9593\u306e\u30ae\u30e3\u30c3\u30d7\u3092\u57cb\u3081\u308b\u3082\u306e\u3067\u3059\u3002\u3053\u308c\u3089\u306e\u5c0f\u578b\u306b\u3082\u304b\u304b\u308f\u3089\u305a\u975e\u5e38\u306b\u512a\u308c\u305f\u6a5f\u80fd\u3092\u5099\u3048\u305f\u30e2\u30c7\u30eb\u306f\u3001\u52b9\u7387\u3092\u7dad\u6301\u3057\u3001\u30ea\u30bd\u30fc\u30b9\u6d88\u8cbb\u3092\u6700\u9069\u5316\u3057\u306a\u304c\u3089\u3001\u8907\u96d1\u306a\u63a8\u8ad6\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u4f01\u696d\u306f\u3001\u3053\u308c\u3089\u306e\u30e2\u30c7\u30eb\u3092\u3001\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u3067\u30b3\u30b9\u30c8\u52b9\u7387\u306e\u826f\u3044\u3001\u4fe1\u983c\u6027\u306e\u9ad8\u3044 AI \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u305f\u3081\u306e\u52b9\u679c\u7684\u306a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3068\u3057\u3066\u4f7f\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n<p><strong>\u305d\u306e\u52b9\u7387\u306f\u5b9f\u969b\u306b\u826f\u3044\u306e\u3067\u3057\u3087\u3046\u304b?<\/strong><\/p>\n<h3>\u63a8\u8ad6\u30e2\u30c7\u30eb\u306f\u3069\u306e\u3088\u3046\u306b\u52d5\u4f5c\u3059\u308b\u304b<\/h3>\n<p>\u63a8\u8ad6\u30e2\u30c7\u30eb\u306f\u3001LLM \u3068\u306f\u7570\u306a\u308b\u65b9\u6cd5\u3067\u51fa\u529b\u3092\u751f\u6210\u3057\u307e\u3059\u3002LLM \u306f\u3001\u7d71\u8a08\u7684\u306a\u53ef\u80fd\u6027\u306b\u57fa\u3065\u3044\u3066\u6700\u521d\u306e\u30c8\u30fc\u30af\u30f3\u3092\u901f\u3084\u304b\u306b\u751f\u6210\u3057\u3001\u6d41\u3061\u3087\u3046\u3055\u3068\u901f\u5ea6\u3092\u6700\u9069\u5316\u3057\u307e\u3059\u3002\u4e00\u65b9\u3001\u63a8\u8ad6\u30e2\u30c7\u30eb\u306f\u3001\u4e2d\u9593\u30b9\u30c6\u30c3\u30d7\u3092\u8a08\u753b\u3059\u308b\u305f\u3081\u306b\u751f\u6210\u3092\u9045\u3089\u305b\u3066\u3001\u5fdc\u7b54\u306e\u901f\u3055\u3088\u308a\u3082\u8ad6\u7406\u7684\u306a\u6b63\u78ba\u3055\u3092\u512a\u5148\u3057\u307e\u3059\u3002<\/p>\n<table data-tablestyle=\"MsoTableGrid\" data-tablelook=\"1184\">\n<thead>\n<tr>\n<td data-celllook=\"0\"><strong>\u6a5f\u80fd<\/strong><\/td>\n<td data-celllook=\"0\"><strong>LLM<\/strong><\/td>\n<td data-celllook=\"0\"><strong>\u63a8\u8ad6\u30e2\u30c7\u30eb<\/strong><\/td>\n<\/tr>\n<\/thead><tbody>\n<tr>\n<td data-celllook=\"0\">\u6700\u521d\u306e\u30c8\u30fc\u30af\u30f3\u306e\u901f\u5ea6<\/td>\n<td data-celllook=\"0\">\u9ad8\u901f<\/td>\n<td data-celllook=\"0\">\u9045\u5ef6 (\u8a08\u753b\u306b\u3088\u308b)<\/td>\n<\/tr>\n<tr>\n<td data-celllook=\"0\">\u30e1\u30ab\u30cb\u30ba\u30e0<\/td>\n<td data-celllook=\"0\">\u7d71\u8a08\u7684\u306a\u53ef\u80fd\u6027\u306b\u57fa\u3065\u3044\u3066\u30c8\u30fc\u30af\u30f3\u3092\u4e88\u6e2c<\/td>\n<td data-celllook=\"0\">\u30c8\u30fc\u30af\u30f3\u9078\u629e\u306e\u524d\u306b\u4e2d\u9593\u63a8\u8ad6\u3092\u4f7f\u7528<\/td>\n<\/tr>\n<tr>\n<td data-celllook=\"0\">\u6d41\u3061\u3087\u3046\u3055\u3068\u6b63\u78ba\u3055<\/td>\n<td data-celllook=\"0\">\u6d41\u3061\u3087\u3046\u3055\u3092\u512a\u5148<\/td>\n<td data-celllook=\"0\">\u6b63\u78ba\u3055\u3092\u512a\u5148<\/td>\n<\/tr>\n<tr>\n<td data-celllook=\"0\">\u30d1\u30bf\u30fc\u30f3\u3068\u8ad6\u7406\u7684\u30b9\u30c6\u30c3\u30d7<\/td>\n<td data-celllook=\"0\">\u30c7\u30fc\u30bf\u304b\u3089\u306e\u30d1\u30bf\u30fc\u30f3<\/td>\n<td data-celllook=\"0\">\u8ad6\u7406\u7684\u30b9\u30c6\u30c3\u30d7\u306b\u5f93\u3046<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u3053\u306e\u9055\u3044\u306f\u3001SLM \u306e\u63a8\u8ad6\u6a5f\u80fd\u304c\u5f37\u5316\u3055\u308c\u3001\u554f\u984c\u89e3\u6c7a\u80fd\u529b\u304c\u5411\u4e0a\u3057\u3001\u30b3\u30fc\u30c9\u751f\u6210\u304c\u6539\u5584\u3055\u308c\u3001\u691c\u7d22\u62e1\u5f35\u751f\u6210 (RAG) \u306a\u3069\u306e\u624b\u6cd5\u3092\u6d3b\u7528\u3057\u305f AI \u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u306e\u4fe1\u983c\u6027\u304c\u5411\u4e0a\u3059\u308b\u306b\u3064\u308c\u3066\u91cd\u8981\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>DeepSeek-R1 \u306f\u3001\u5f93\u6765\u306e\u5916\u90e8\u5831\u916c\u30e2\u30c7\u30eb\u306b\u4f9d\u5b58\u3059\u308b\u3053\u3068\u306a\u304f\u3001\u51fa\u529b\u3092\u81ea\u5f8b\u7684\u306b\u8a55\u4fa1\u3057\u3066\u6539\u5584\u3059\u308b\u3001\u9769\u65b0\u7684\u306a Group Relative Policy Optimization (GRPO\u3001\u30b0\u30eb\u30fc\u30d7\u76f8\u5bfe\u30dd\u30ea\u30b7\u30fc\u6700\u9069\u5316) \u30a2\u30d7\u30ed\u30fc\u30c1\u306b\u3088\u308a\u3001\u3053\u306e\u9055\u3044\u3092\u5b9f\u8a3c\u3057\u3066\u3044\u307e\u3059\u3002\u3055\u3089\u306b\u3001DeepSeek-R1 \u306b\u306f Chain-of-Thought (CoT\u3001\u601d\u8003\u306e\u9023\u9396) \u63a8\u8ad6\u304c\u7d44\u307f\u8fbc\u307e\u308c\u3066\u3044\u308b\u305f\u3081\u3001\u30e2\u30c7\u30eb\u306f\u8907\u96d1\u306a\u30bf\u30b9\u30af\u3092\u5c0f\u3055\u306a\u8ad6\u7406\u7684\u30b9\u30c6\u30c3\u30d7\u306b\u5206\u89e3\u3057\u3066\u3001\u3088\u308a\u900f\u660e\u3067\u6b63\u78ba\u306a\u51fa\u529b\u3092\u5f97\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<h3>DeepSeek 8B \u3068 Llama 3.1 8B \u3067\u30c6\u30b9\u30c8\u3059\u308b<\/h3>\n<p>\u3067\u306f\u3001\u5177\u4f53\u7684\u306b\u30c6\u30b9\u30c8\u3057\u3066\u307f\u307e\u3057\u3087\u3046\u3002\u5c0f\u898f\u6a21\u30e2\u30c7\u30eb\u306f\u30e9\u30c3\u30d7\u30c8\u30c3\u30d7\u3067\u5b9f\u884c\u3067\u304d\u308b\u305f\u3081\u3001\u3053\u3053\u3067\u306f\u3001\u96fb\u529b\u52b9\u7387 (\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\/\u30ef\u30c3\u30c8) \u304c\u9ad8\u3044 AI \u63a8\u8ad6\u3092\u5b9f\u73fe\u53ef\u80fd\u306a\u3001<a href=\"https:\/\/www.intel.co.jp\/content\/www\/jp\/ja\/products\/details\/embedded-processors\/core-ultra.html\" target=\"_blank\" rel=\"noopener nofollow noreferrer\">\u30a4\u30f3\u30c6\u30eb\u00ae Core&#x2122; Ultra 7 \u30d7\u30ed\u30bb\u30c3\u30b5\u30fc<\/a>\u3092\u642d\u8f09\u3057\u305f AI PC (32GB \u306e RAM \u3092\u5b9f\u88c5) \u3092\u4f7f\u7528\u3057\u307e\u3057\u305f\u3002<\/p>\n<p>SLM \u306b\u306f\u3001DeepSeek \u306e\u84b8\u7559\u30e2\u30c7\u30eb\u3001<a href=\"https:\/\/huggingface.co\/deepseek-ai\/DeepSeek-R1-Distill-Llama-8B\" target=\"_blank\" rel=\"noopener nofollow noreferrer\">DeepSeek-R1-Distill-Llama-8B<\/a> (\u82f1\u8a9e) \u3092\u4f7f\u7528\u3057\u307e\u3057\u305f\u3002\u84b8\u7559\u30e2\u30c7\u30eb\u306f\u3001\u5927\u898f\u6a21\u306a AI \u30e2\u30c7\u30eb\u306e\u5c0f\u578b\u3067\u6700\u9069\u5316\u3055\u308c\u305f\u30d0\u30fc\u30b8\u30e7\u30f3\u3067\u3042\u308a\u3001\u8a08\u7b97\u30ea\u30bd\u30fc\u30b9\u8981\u4ef6\u3092\u524a\u6e1b\u3057\u3064\u3064\u3001\u305d\u306e\u6a5f\u80fd\u306e\u307b\u3068\u3093\u3069\u3092\u4fdd\u6301\u3059\u308b\u3088\u3046\u306b\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p><strong>\u3053\u306e\u30c6\u30b9\u30c8\u306e<a href=\"https:\/\/www.youtube.com\/shorts\/cROVQuz1rWQ\" target=\"_blank\" rel=\"noopener nofollow noreferrer\">\u30d3\u30c7\u30aa\u306f\u3053\u3061\u3089<\/a> (\u82f1\u8a9e)\u3002<\/strong><\/p>\n<p><div class=\"video-embed-center video-embed\"><\/div><\/p>\n<iframe loading=\"lazy\" class=\"wp-block-video\" width=\"560\" height=\"315\" src=\"https:\/\/www.youtube.com\/embed\/cROVQuz1rWQ?si=pIe7SqrOOjOkhPwG\" title=\"YouTube video player\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<p>\u77e5\u8b58\u84b8\u7559\u3067\u306f\u3001\u5927\u898f\u6a21\u3067\u9ad8\u6027\u80fd\u306a\u30e2\u30c7\u30eb (\u300c\u6559\u5e2b\u300d\u3001DeepSeek-R1) \u304c\u3001\u305d\u306e\u77e5\u8b58\u3092\u5c0f\u898f\u6a21\u30e2\u30c7\u30eb (\u300c\u751f\u5f92\u300d\u3001LLaMA \u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u30fc) \u306b\u8ee2\u9001\u3057\u307e\u3059\u3002\u3053\u306e\u30d7\u30ed\u30bb\u30b9\u306b\u3088\u308a\u3001\u63a8\u8ad6\u80fd\u529b\u3092\u53ef\u80fd\u306a\u9650\u308a\u7dad\u6301\u3057\u3064\u3064\u3001\u30b5\u30a4\u30ba\u3068\u8a08\u7b97\u8981\u4ef6\u304c\u524a\u6e1b\u304a\u3088\u3073\u7de9\u548c\u3055\u308c\u3066\u9ad8\u901f\u5316\u3055\u308c\u3001\u30ed\u30fc\u30ab\u30eb\u3067\u306e\u4f7f\u7528\u304c\u5b9f\u7528\u7684\u306b\u306a\u308a\u307e\u3059\u3002\u3053\u3053\u3067\u306f\u3001\u540c\u3058\u30d1\u30e9\u30e1\u30fc\u30bf\u30fc\u30fb\u30b5\u30a4\u30ba\u30fb\u30af\u30e9\u30b9 (\u540c\u69d8\u306e\u30c7\u30d7\u30ed\u30a4\u30ea\u30bd\u30fc\u30b9\u304c\u5fc5\u8981) \u306e\u4e3b\u8981\u306a\u6c4e\u7528 LLM\u3001<a href=\"https:\/\/huggingface.co\/meta-llama\/Llama-3.1-8B\" target=\"_blank\" rel=\"noopener nofollow noreferrer\">Llama 3.1-8B<\/a> (\u82f1\u8a9e) \u3068\u3001\u30ed\u30b8\u30c3\u30af\u30d9\u30fc\u30b9\u306e\u8cea\u554f\u3092\u4f7f\u7528\u3057\u3066\u6bd4\u8f03\u3092\u884c\u3044\u3001\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u8a55\u4fa1\u3057\u307e\u3057\u305f\u3002<\/p>\n<p><strong>Which weighs more: a pound of water, two pounds of bricks, a pound of feathers, or three pounds of air? (1 \u30dd\u30f3\u30c9\u306e\u6c34\u30012 \u30dd\u30f3\u30c9\u306e\u30ec\u30f3\u30ac\u30011 \u30dd\u30f3\u30c9\u306e\u7fbd\u6bdb\u30013 \u30dd\u30f3\u30c9\u306e\u7a7a\u6c17\u306e\u3046\u3061\u3001\u4e00\u756a\u91cd\u3044\u306e\u306f\u4f55\u3067\u3059\u304b?)<\/strong><\/p>\n<p><strong>True Answer: Three pounds of air. (\u6b63\u3057\u3044\u7b54\u3048: 3 \u30dd\u30f3\u30c9\u306e\u7a7a\u6c17\u3002)<\/strong><\/p>\n<h3>LLAMA 3.1 8B<\/h3>\n<table style=\"height: 24px;border-style: hidden;width: 100%;background-color: #d4f4ff;border-color: #d4f4ff;font-family: courier new,courier\" border=\"0\" width=\"100%\">\n<tbody>\n<tr>\n<td width=\"100%\" height=\"24px\">\n<p><strong>A classic example of a trick question! (\u3053\u308c\u306f\u3072\u3063\u304b\u3051\u554f\u984c\u306e\u5178\u578b\u7684\u306a\u4f8b\u3067\u3059!)<\/strong><\/p>\n<p>In each case, the answer is&#8230; they all weigh the same amount. (\u3069\u306e\u30b1\u30fc\u30b9\u3082\u3001\u7b54\u3048\u306f&#8230; \u3059\u3079\u3066\u540c\u3058\u91cd\u3055\u3067\u3059\u3002)<\/p>\n<ul>\n<li>A pound of water weighs 1 pound. (1 \u30dd\u30f3\u30c9\u306e\u6c34\u306e\u91cd\u3055\u306f 1 \u30dd\u30f3\u30c9\u3067\u3059\u3002)<\/li>\n<li>Two pounds of bricks weigh 2 pounds. (2 \u30dd\u30f3\u30c9\u306e\u30ec\u30f3\u30ac\u306e\u91cd\u3055\u306f 2 \u30dd\u30f3\u30c9\u3067\u3059\u3002)<\/li>\n<li>A pound of feathers weighs 1 pound. (1 \u30dd\u30f3\u30c9\u306e\u7fbd\u6bdb\u306e\u91cd\u3055\u306f 1 \u30dd\u30f3\u30c9\u3067\u3059\u3002)<\/li>\n<li>Three pounds of air also weigh 3 pounds (air is essentially weightless in this context). (3 \u30dd\u30f3\u30c9\u306e\u7a7a\u6c17\u306f\u91cd\u3055\u3082 3 \u30dd\u30f3\u30c9\u3067\u3059 (\u3053\u306e\u6587\u8108\u3067\u306f\u3001\u7a7a\u6c17\u306b\u672c\u8cea\u7684\u306a\u91cd\u3055\u306f\u3042\u308a\u307e\u305b\u3093)\u3002)<\/li>\n<\/ul>\n<p>So, in each case, the answer is simply &#8220;a pound&#8221; or the number of pounds mentioned. (\u3064\u307e\u308a\u3001\u3069\u306e\u30b1\u30fc\u30b9\u3082\u3001\u7b54\u3048\u306f\u5358\u306b\u300c1 \u30dd\u30f3\u30c9\u300d\u307e\u305f\u306f\u8ff0\u3079\u3089\u308c\u3066\u3044\u308b\u30dd\u30f3\u30c9\u6570\u3067\u3059\u3002)<\/p><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3>DeepSeek-R1-Distill-Llama-8B<\/h3>\n<table style=\"padding: 12px;width: 100%;background-color: #d4f4ff;border-style: hidden;border-color: #d4f4ff;font-family: courier new,courier\" border=\"0\" width=\"100%\">\n<tbody>\n<tr>\n<td width=\"100%\">\n<p><strong>&lt;think&gt;<\/strong><\/p>\n<p>Okay, so I&#8217;m trying to figure out which of these items weighs more. The options are: a pound of water, two pounds of bricks, a pound of feathers, and three pounds of air. Hmm, at first glance, it seems like some of these might be trickier than they look because they&#8217;re not all physical objects you can easily compare. (\u3067\u306f\u3001\u3053\u308c\u3089\u306e\u30a2\u30a4\u30c6\u30e0\u306e\u3046\u3061\u3069\u308c\u304c\u3088\u308a\u91cd\u3044\u304b\u8003\u3048\u3066\u307f\u307e\u3057\u3087\u3046\u3002\u9078\u629e\u80a2\u306f\u30011 \u30dd\u30f3\u30c9\u306e\u6c34\u30012 \u30dd\u30f3\u30c9\u306e\u30ec\u30f3\u30ac\u30011 \u30dd\u30f3\u30c9\u306e\u7fbd\u6bdb\u30013 \u30dd\u30f3\u30c9\u306e\u7a7a\u6c17\u3067\u3059\u3002\u3046\u30fc\u3093\u3001\u4e00\u898b\u3059\u308b\u3068\u3001\u3053\u308c\u3089\u306f\u7c21\u5358\u306b\u6bd4\u8f03\u3067\u304d\u308b\u6709\u5f62\u7269\u3067\u306f\u306a\u3044\u305f\u3081\u3001\u3044\u304f\u3064\u304b\u306f\u898b\u305f\u76ee\u3088\u308a\u3082\u96e3\u3057\u3044\u3088\u3046\u306b\u601d\u3048\u307e\u3059\u3002)<\/p>\n<p>Let me start by breaking down each item. A &#8220;pound&#8221; is a unit of weight, so when someone says a pound of water, that&#8217;s exactly 16 fluid ounces, right? Similarly, a pound of feathers would also be 16 fluid ounces since it&#8217;s just the weight of the feathers in a pound. Two pounds of bricks sounds straightforward too; that&#8217;s two times 16 ounces, so 32 ounces or 2 pounds. (\u307e\u305a\u3001\u5404\u30a2\u30a4\u30c6\u30e0\u3092\u5206\u89e3\u3059\u308b\u3053\u3068\u304b\u3089\u59cb\u3081\u307e\u3057\u3087\u3046\u3002\u300c\u30dd\u30f3\u30c9\u300d\u306f\u91cd\u3055\u306e\u5358\u4f4d\u3067\u3059\u304b\u3089\u30011 \u30dd\u30f3\u30c9\u306e\u6c34\u3068\u8a00\u3048\u3070\u300116 \u6db2\u91cf\u30aa\u30f3\u30b9\u306e\u3053\u3068\u3067\u3059\u3088\u306d? \u540c\u69d8\u306b\u30011 \u30dd\u30f3\u30c9\u306e\u7fbd\u6bdb\u306f 1 \u30dd\u30f3\u30c9\u306b\u542b\u307e\u308c\u308b\u7fbd\u6bdb\u306e\u91cd\u3055\u306b\u904e\u304e\u307e\u305b\u3093\u304b\u3089\u3001\u3053\u308c\u3082 16 \u6db2\u91cf\u30aa\u30f3\u30b9\u306b\u306a\u308a\u307e\u3059\u30022 \u30dd\u30f3\u30c9\u306e\u30ec\u30f3\u30ac\u3082\u7c21\u5358\u3067\u3059\u300216 \u30aa\u30f3\u30b9\u306e 2 \u500d\u3067\u3059\u304b\u3089\u300132 \u30aa\u30f3\u30b9\u3001\u3064\u307e\u308a 2 \u30dd\u30f3\u30c9\u3067\u3059\u3002)<\/p>\n<p>Now, the tricky part might be with three pounds of air. Air is something you can&#8217;t hold like a solid object, but in terms of weight, it does have mass. So, three pounds of air would actually be equivalent to three pounds in weight, even though it&#8217;s not something you can physically pick up. But wait, sometimes when people talk about air weight, they might think of it differently, especially in things like airplane weighings where air is considered negligible because it&#8217;s so light or maybe not counted at all. (\u3055\u3066\u3001\u3084\u3084\u3053\u3057\u3044\u306e\u306f 3 \u30dd\u30f3\u30c9\u306e\u7a7a\u6c17\u3067\u3059\u3002\u7a7a\u6c17\u306f\u56fa\u4f53\u306e\u3088\u3046\u306b\u6301\u3064\u3053\u3068\u306f\u3067\u304d\u307e\u305b\u3093\u304c\u3001\u91cd\u3055\u3068\u3044\u3046\u70b9\u3067\u306f\u8cea\u91cf\u304c\u3042\u308a\u307e\u3059\u3002\u3064\u307e\u308a\u30013 \u30dd\u30f3\u30c9\u306e\u7a7a\u6c17\u306f\u3001\u7269\u7406\u7684\u306b\u6301\u3061\u4e0a\u3052\u3089\u308c\u308b\u3082\u306e\u3067\u306f\u306a\u3044\u306b\u3082\u304b\u304b\u308f\u3089\u305a\u3001\u5b9f\u969b\u306b\u306f 3 \u30dd\u30f3\u30c9\u306e\u91cd\u3055\u306b\u76f8\u5f53\u3057\u307e\u3059\u3002\u3061\u3087\u3063\u3068\u5f85\u3063\u3066\u304f\u3060\u3055\u3044\u3002\u7a7a\u6c17\u306e\u91cd\u3055\u306b\u3064\u3044\u3066\u8a71\u3059\u3068\u304d\u3001\u4eba\u3005\u306f\u7570\u306a\u308b\u65b9\u6cd5\u3067\u8003\u3048\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u7279\u306b\u98db\u884c\u6a5f\u306e\u91cd\u3055\u306e\u6e2c\u5b9a\u3067\u306f\u3001\u7a7a\u6c17\u306f\u975e\u5e38\u306b\u8efd\u3044\u305f\u3081\u7121\u8996\u3067\u304d\u308b\u3068\u8003\u3048\u3089\u308c\u305f\u308a\u3001\u307e\u3063\u305f\u304f\u30ab\u30a6\u30f3\u30c8\u3055\u308c\u306a\u304b\u3063\u305f\u308a\u3057\u307e\u3059\u3002)<\/p>\n<p>Let me think about this again. A pound of water is 16 oz, two pounds of bricks would be 32 oz, a pound of feathers is also 16 oz. So far, two pounds of bricks seem to weigh the most in terms of ounces. But then there&#8217;s three pounds of air, which would be 48 ounces if we&#8217;re considering it as weight. Wait, that can&#8217;t be right because three pounds is three times a pound, so each pound is 16 ounces. Therefore, three pounds would be 48 ounces. (\u3082\u3046\u4e00\u5ea6\u8003\u3048\u3066\u307f\u307e\u3057\u3087\u3046\u30021 \u30dd\u30f3\u30c9\u306e\u6c34\u306f 16 \u30aa\u30f3\u30b9\u30012 \u30dd\u30f3\u30c9\u306e\u30ec\u30f3\u30ac\u306f 32 \u30aa\u30f3\u30b9\u30011 \u30dd\u30f3\u30c9\u306e\u7fbd\u6bdb\u3082 16 \u30aa\u30f3\u30b9\u3067\u3059\u3002\u4eca\u307e\u3067\u306e\u3068\u3053\u308d\u30012 \u30dd\u30f3\u30c9\u306e\u30ec\u30f3\u30ac\u304c\u30aa\u30f3\u30b9\u3067\u306f\u6700\u3082\u91cd\u3044\u3088\u3046\u3067\u3059\u3002\u3057\u304b\u3057\u30013 \u30dd\u30f3\u30c9\u306e\u7a7a\u6c17\u304c\u6b8b\u3063\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u3092\u91cd\u3055\u3068\u3057\u3066\u8003\u3048\u308b\u3068 48 \u30aa\u30f3\u30b9\u306b\u306a\u308a\u307e\u3059\u3002\u3053\u306e\u8003\u3048\u3067\u6b63\u3057\u3044\u3067\u3057\u3087\u3046\u304b? 3 \u30dd\u30f3\u30c9\u306f 1 \u30dd\u30f3\u30c9\u306e 3 \u500d\u3067\u30011 \u30dd\u30f3\u30c9\u306f 16 \u30aa\u30f3\u30b9\u3067\u3059\u3002\u3057\u305f\u304c\u3063\u3066\u30013 \u30dd\u30f3\u30c9\u306f 48 \u30aa\u30f3\u30b9\u306b\u306a\u308a\u307e\u3059\u3002)<\/p>\n<p>But wait, I might be confusing fluid ounces with weight ounces here. Actually, when dealing with air, sometimes it&#8217;s measured in different units like cubic feet or liters, but the question specifically mentions pounds, which are a unit of weight. So, if we&#8217;re talking about weight, three pounds of air would indeed be 48 ounces. However, in reality, when measuring air for weight, things get tricky because air is compressible and its density changes with altitude and temperature. (\u3061\u3087\u3063\u3068\u5f85\u3063\u3066\u304f\u3060\u3055\u3044\u3002\u6db2\u91cf\u30aa\u30f3\u30b9\u3068\u91cd\u91cf\u30aa\u30f3\u30b9\u3092\u6df7\u540c\u3057\u3066\u3044\u307e\u305b\u3093\u304b\u3002\u5b9f\u969b\u306b\u3001\u7a7a\u6c17\u3092\u6271\u3046\u5834\u5408\u3001\u7acb\u65b9\u30d5\u30a3\u30fc\u30c8\u3084\u30ea\u30c3\u30c8\u30eb\u306a\u3069\u306e\u7570\u306a\u308b\u5358\u4f4d\u3067\u6e2c\u5b9a\u3055\u308c\u308b\u3053\u3068\u3082\u3042\u308a\u307e\u3059\u304c\u3001\u8cea\u554f\u3067\u306f\u91cd\u3055\u306e\u5358\u4f4d\u3067\u3042\u308b\u30dd\u30f3\u30c9\u3067\u5177\u4f53\u7684\u306b\u8ff0\u3079\u3089\u308c\u3066\u3044\u307e\u3059\u3002\u3064\u307e\u308a\u3001\u91cd\u3055\u306b\u3064\u3044\u3066\u8a71\u3057\u3066\u3044\u308b\u5834\u5408\u30013 \u30dd\u30f3\u30c9\u306e\u7a7a\u6c17\u306f\u78ba\u304b\u306b 48 \u30aa\u30f3\u30b9\u306b\u306a\u308a\u307e\u3059\u3002\u3057\u304b\u3057\u3001\u5b9f\u969b\u306b\u306f\u3001\u7a7a\u6c17\u306e\u91cd\u3055\u3092\u6e2c\u5b9a\u3059\u308b\u5834\u5408\u3001\u7a7a\u6c17\u306f\u5727\u7e2e\u53ef\u80fd\u3067\u3042\u308a\u3001\u305d\u306e\u5bc6\u5ea6\u306f\u9ad8\u5ea6\u3068\u6e29\u5ea6\u306b\u3088\u3063\u3066\u5909\u5316\u3059\u308b\u305f\u3081\u3001\u72b6\u6cc1\u306f\u3084\u3084\u3053\u3057\u304f\u306a\u308a\u307e\u3059\u3002)<\/p>\n<p>In everyday terms, though, when someone talks about the weight of air, they might not mean it literally as a physical object but rather referring to atmospheric pressure or something else. But in this question, I think we&#8217;re supposed to take &#8220;three pounds of air&#8221; at face value as 3 pounds, which would be 48 ounces. (\u65e5\u5e38\u7684\u306a\u8868\u73fe\u3067\u306f\u3001\u7a7a\u6c17\u306e\u91cd\u3055\u306b\u3064\u3044\u3066\u8a71\u3059\u3068\u304d\u3001\u6587\u5b57\u901a\u308a\u306e\u6709\u5f62\u7269\u3068\u3057\u3066\u306e\u610f\u5473\u3067\u306f\u306a\u304f\u3001\u5927\u6c17\u5727\u3084\u307b\u304b\u306e\u3082\u306e\u306b\u3064\u3044\u3066\u8ff0\u3079\u3066\u3044\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u3057\u304b\u3057\u3001\u3053\u306e\u8cea\u554f\u3067\u306f\u3001\u300c3 \u30dd\u30f3\u30c9\u306e\u7a7a\u6c17\u300d\u3092\u984d\u9762\u901a\u308a\u306b 3 \u30dd\u30f3\u30c9\u3001\u3064\u307e\u308a 48 \u30aa\u30f3\u30b9\u3068\u8003\u3048\u308b\u3079\u304d\u3060\u3068\u601d\u3044\u307e\u3059\u3002)<\/p>\n<p>So comparing all options: 16 oz (water) and 16 oz (feathers), 32 oz (bricks), and 48 oz (air). So three pounds of air is the heaviest. But wait, that seems counterintuitive because we can&#8217;t feel the weight of air as much as a physical object. (\u3059\u3079\u3066\u306e\u9078\u629e\u80a2\u3092\u6bd4\u8f03\u3059\u308b\u3068\u300116 \u30aa\u30f3\u30b9 (\u6c34) \u3068 16 \u30aa\u30f3\u30b9 (\u7fbd\u6bdb)\u300132 \u30aa\u30f3\u30b9 (\u30ec\u30f3\u30ac)\u300148 \u30aa\u30f3\u30b9 (\u7a7a\u6c17) \u306b\u306a\u308a\u307e\u3059\u3002\u3064\u307e\u308a\u30013 \u30dd\u30f3\u30c9\u306e\u7a7a\u6c17\u304c\u6700\u3082\u91cd\u304f\u306a\u308a\u307e\u3059\u3002\u3061\u3087\u3063\u3068\u5f85\u3063\u3066\u304f\u3060\u3055\u3044\u3002\u7a7a\u6c17\u306e\u91cd\u3055\u306f\u6709\u5f62\u7269\u3068\u540c\u3058\u3088\u3046\u306b\u611f\u3058\u3089\u308c\u308b\u3082\u306e\u3067\u306f\u306a\u3044\u305f\u3081\u3001\u76f4\u611f\u306b\u53cd\u3057\u3066\u3044\u308b\u3088\u3046\u306b\u601d\u3048\u307e\u3059\u3002)<\/p>\n<p>Let me double-check. A pound of water is about 16 oz, which is roughly 0.45 kg. Two pounds of bricks would be 2 kg, and a pound of feathers is also 0.45 kg. Three pounds of air, if we consider standard conditions (like at sea level), the density of air is about 1.225 kg\/m\u00b3. So three pounds in kilograms is 3 \/ 2.20462 \u2248 1.35 kg. Then, using density, volume would be mass divided by density: 1.35 \/ 1.225 \u2248 1.10 m\u00b3. But that&#8217;s volume. Since we&#8217;re comparing weights (mass), the air itself weighs 1.35 kg, which is about 3 pounds. (\u3082\u3046\u4e00\u5ea6\u78ba\u8a8d\u3057\u307e\u3057\u3087\u3046\u30021 \u30dd\u30f3\u30c9\u306e\u6c34\u306f\u7d04 16 \u30aa\u30f3\u30b9\u3067\u3001\u304a\u3088\u305d 0.45 \u30ad\u30ed\u30b0\u30e9\u30e0\u3067\u3059\u30022 \u30dd\u30f3\u30c9\u306e\u30ec\u30f3\u30ac\u306f 2 \u30ad\u30ed\u30b0\u30e9\u30e0\u3067\u30011 \u30dd\u30f3\u30c9\u306e\u7fbd\u6bdb\u3082 0.45 \u30ad\u30ed\u30b0\u30e9\u30e0\u3067\u3059\u30023 \u30dd\u30f3\u30c9\u306e\u7a7a\u6c17\u3067\u3059\u304c\u3001\u6a19\u6e96\u6761\u4ef6 (\u6d77\u9762\u306a\u3069) \u3092\u8003\u616e\u3059\u308b\u3068\u3001\u7a7a\u6c17\u306e\u5bc6\u5ea6\u306f\u7d04 1.225 \u30ad\u30ed\u30b0\u30e9\u30e0\/m\u00b3 \u3067\u3059\u3002\u3064\u307e\u308a\u30013 \u30dd\u30f3\u30c9\u3092\u30ad\u30ed\u30b0\u30e9\u30e0\u306b\u63db\u7b97\u3059\u308b\u3068\u30013\/2.20462 \u2248 1.35 \u30ad\u30ed\u30b0\u30e9\u30e0\u3067\u3059\u3002\u6b21\u306b\u3001\u4f53\u7a4d\u306f\u8cea\u91cf\u3092\u5bc6\u5ea6\u3067\u5272\u3063\u305f\u5024\u30011.35\/1.225 \u2248 1.10m\u00b3 \u3067\u3059\u3002\u3057\u304b\u3057\u3001\u3053\u308c\u306f\u4f53\u7a4d\u3067\u3059\u3002\u3053\u3053\u3067\u306f\u91cd\u3055 (\u8cea\u91cf) \u3092\u6bd4\u8f03\u3057\u3066\u3044\u308b\u306e\u3067\u3059\u304b\u3089\u3001\u7a7a\u6c17\u81ea\u4f53\u306e\u91cd\u3055\u306f 1.35 \u30ad\u30ed\u30b0\u30e9\u30e0\u3067\u3001\u7d04 3 \u30dd\u30f3\u30c9\u3067\u3059\u3002)<\/p>\n<p>Wait, I&#8217;m getting confused here. If three pounds of air has a mass of three pounds, then it&#8217;s equivalent in weight to three pounds. So when someone says &#8220;three pounds of air,&#8221; they mean that the air itself weighs three pounds. Therefore, comparing all options, the three-pound air is the heaviest because it&#8217;s 3 pounds versus the others being 1 pound each or two pounds. (\u5f85\u3063\u3066\u304f\u3060\u3055\u3044\u3002\u6df7\u4e71\u3057\u3066\u3057\u307e\u3044\u307e\u3057\u305f\u30023 \u30dd\u30f3\u30c9\u306e\u7a7a\u6c17\u306e\u8cea\u91cf\u304c 3 \u30dd\u30f3\u30c9\u306a\u3089\u3001\u91cd\u3055\u306f 3 \u30dd\u30f3\u30c9\u306b\u76f8\u5f53\u3057\u307e\u3059\u3002\u3064\u307e\u308a\u3001\u300c3 \u30dd\u30f3\u30c9\u306e\u7a7a\u6c17\u300d\u3068\u8a00\u3046\u5834\u5408\u306f\u3001\u7a7a\u6c17\u81ea\u4f53\u306e\u91cd\u3055\u304c 3 \u30dd\u30f3\u30c9\u3067\u3042\u308b\u3053\u3068\u3092\u610f\u5473\u3057\u307e\u3059\u3002\u3057\u305f\u304c\u3063\u3066\u3001\u3059\u3079\u3066\u306e\u9078\u629e\u80a2\u3092\u6bd4\u8f03\u3059\u308b\u3068\u30013 \u30dd\u30f3\u30c9\u306e\u7a7a\u6c17\u304c\u6700\u3082\u91cd\u3044\u306e\u306f\u3001\u307b\u304b\u306e 1 \u30dd\u30f3\u30c9\u307e\u305f\u306f 2 \u30dd\u30f3\u30c9\u306b\u5bfe\u3057\u3066 3 \u30dd\u30f3\u30c9\u3067\u3042\u308b\u305f\u3081\u3067\u3059\u3002)<\/p>\n<p>But I might be overcomplicating this. The question is straightforward: which weighs more? So: (\u3057\u304b\u3057\u3001\u3053\u308c\u306f\u5fc5\u8981\u4ee5\u4e0a\u306b\u8a71\u3092\u3084\u3084\u3053\u3057\u304f\u3057\u3066\u3044\u306a\u3044\u3067\u3057\u3087\u3046\u304b\u3002\u8cea\u554f\u306f\u5358\u7d14\u3067\u3059\u3002\u4e00\u756a\u91cd\u3044\u306e\u306f\u4f55\u3067\u3059\u304b? \u3064\u307e\u308a:)<\/p>\n<p>&#8211; A pound of water = 1 lb &#8211; Two pounds of bricks = 2 lb &#8211; A pound of feathers = 1 lb &#8211; Three pounds of air = 3 lb (- 1 \u30dd\u30f3\u30c9\u306e\u6c34 = 1 \u30dd\u30f3\u30c9 &#8211; 2 \u30dd\u30f3\u30c9\u306e\u30ec\u30f3\u30ac = 2 \u30dd\u30f3\u30c9 &#8211; 1 \u30dd\u30f3\u30c9\u306e\u7fbd\u6bdb = 1 \u30dd\u30f3\u30c9 &#8211; 3 \u30dd\u30f3\u30c9\u306e\u7a7a\u6c17 = 3 \u30dd\u30f3\u30c9)<\/p>\n<p>So, the three-pound air would weigh the most at 3 lb. (\u3064\u307e\u308a\u30013 \u30dd\u30f3\u30c9\u306e\u7a7a\u6c17\u304c 3 \u30dd\u30f3\u30c9\u3067\u6700\u3082\u91cd\u3044\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002)<\/p>\n<p>Wait, but sometimes in physics, air is considered to have negligible weight because it&#8217;s a gas, but that&#8217;s more about its effect on objects. Here, the question is asking about the weight of the air itself, so it&#8217;s three pounds versus others being less. (\u7269\u7406\u5b66\u3067\u306f\u3001\u7a7a\u6c17\u306f\u6c17\u4f53\u3067\u3042\u308b\u305f\u3081\u91cd\u3055\u306f\u7121\u8996\u3067\u304d\u308b\u3068\u8003\u3048\u3089\u308c\u3066\u3044\u307e\u3059\u304c\u3001\u305d\u308c\u306f\u7269\u4f53\u3078\u306e\u5f71\u97ff\u306b\u3064\u3044\u3066\u3067\u3059\u3002\u3053\u3053\u3067\u306e\u8cea\u554f\u306f\u3001\u7a7a\u6c17\u81ea\u4f53\u306e\u91cd\u3055\u306b\u3064\u3044\u3066\u3067\u3059\u304b\u3089\u30013 \u30dd\u30f3\u30c9\u3068\u3001\u305d\u308c\u3088\u308a\u8efd\u3044\u3082\u306e\u306b\u3064\u3044\u3066\u3067\u3059\u3002)<\/p>\n<p>I think I&#8217;ve got it now. The three-pound air is the heaviest. (\u7b54\u3048\u304c\u5206\u304b\u3063\u305f\u3068\u601d\u3044\u307e\u3059\u3002\u7b54\u3048\u306f\u30013 \u30dd\u30f3\u30c9\u306e\u7a7a\u6c17\u304c\u6700\u3082\u91cd\u3044\u3001\u3067\u3059\u3002)<\/p>\n<p><strong>&lt;\/think&gt; <\/strong><\/p>\n<p>&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;-<\/p>\n<p>The item that weighs the most is three pounds of air. (\u6700\u3082\u91cd\u3044\u30a2\u30a4\u30c6\u30e0\u306f\u30013 \u30dd\u30f3\u30c9\u306e\u7a7a\u6c17\u3067\u3059\u3002)<\/p>\n<p><strong>Step-by-Step Explanation: (\u6bb5\u968e\u7684\u306a\u8aac\u660e:)<\/strong><\/p>\n<ol>\n<li><strong>Understanding Units:<\/strong> Each item is measured in pounds (lb), a unit of weight. (<strong>\u5358\u4f4d\u3092\u628a\u63e1:<\/strong> \u5404\u30a2\u30a4\u30c6\u30e0\u3092\u3001\u91cd\u3055\u306e\u5358\u4f4d\u3067\u3042\u308b\u30dd\u30f3\u30c9 (lb) \u3067\u6e2c\u5b9a\u3057\u307e\u3059\u3002)<\/li>\n<li><strong>Convert Pounds to Ounces (if necessary): (\u30dd\u30f3\u30c9\u3092\u30aa\u30f3\u30b9\u306b\u5909\u63db (\u5fc5\u8981\u306a\u5834\u5408):)<\/strong>\n\t<ul>\n\t<li>1 pound = 16 ounces. (1 \u30dd\u30f3\u30c9 = 16 \u30aa\u30f3\u30b9\u3002)<\/li>\n\t<\/ul>\n<\/li>\n<li><strong>Calculate Each Item&#8217;s Weight: (\u5404\u30a2\u30a4\u30c6\u30e0\u306e\u91cd\u3055\u3092\u8a08\u7b97:)<\/strong>\n\t<ul>\n\t<li>A pound of water = 1 lb. (1 \u30dd\u30f3\u30c9\u306e\u6c34 = 1 \u30dd\u30f3\u30c9\u3002)<\/li>\n\t<li>Two pounds of bricks = 2 lb. (2 \u30dd\u30f3\u30c9\u306e\u30ec\u30f3\u30ac = 2 \u30dd\u30f3\u30c9\u3002)<\/li>\n\t<li>A pound of feathers = 1 lb. (1 \u30dd\u30f3\u30c9\u306e\u7fbd\u6bdb = 1 \u30dd\u30f3\u30c9\u3002)<\/li>\n\t<li>Three pounds of air = 3 lb. (3 \u30dd\u30f3\u30c9\u306e\u7a7a\u6c17 = 3 \u30dd\u30f3\u30c9\u3002)<\/li>\n\t<\/ul>\n<\/li>\n<li><strong>Comparison:<\/strong> Among the options, three pounds of air is the heaviest at 3 lb. (<strong>\u6bd4\u8f03:<\/strong> \u9078\u629e\u80a2\u306e\u4e2d\u3067\u30013 \u30dd\u30f3\u30c9\u306e\u7a7a\u6c17\u304c 3 \u30dd\u30f3\u30c9\u3067\u6700\u3082\u91cd\u3044\u3067\u3059\u3002)<\/li>\n<\/ol>\n<p>&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;-<\/p>\n<p><strong>Answer:<\/strong> Three pounds of air weighs more than the other items listed. (<strong>\u7b54\u3048:<\/strong> 3 \u30dd\u30f3\u30c9\u306e\u7a7a\u6c17\u304c\u3001\u30ea\u30b9\u30c8\u3055\u308c\u3066\u3044\u308b\u307b\u304b\u306e\u30a2\u30a4\u30c6\u30e0\u3088\u308a\u3082\u91cd\u3044\u3067\u3059\u3002)<\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p><strong>\u6ce8:<\/strong> \u5404\u30e2\u30c7\u30eb\u306e\u63a8\u8ad6\u3092\u7406\u89e3\u3067\u304d\u308b\u3088\u3046\u306b\u3001\u7b54\u3048\u5168\u4f53\u304c\u610f\u56f3\u7684\u306b\u6295\u7a3f\u306b\u8ffd\u52a0\u3055\u308c\u3066\u3044\u307e\u3059 (\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001\u82f1\u8a9e\u306e\u5f8c\u306b\u65e5\u672c\u8a9e\u53c2\u8003\u8a33\u3092\u8ffd\u52a0\u3057\u307e\u3057\u305f)\u3002<\/p>\n<p>DeepSeek-R1 \u306f\u614e\u91cd\u306b\u63a8\u8ad6\u3092\u9069\u7528\u3057\u3066\u6b63\u3057\u3044\u7b54\u3048\u3092\u898b\u3064\u3051\u51fa\u3057\u307e\u3057\u305f\u304c\u3001Llama 3.1 8B \u306f\u8ad6\u7406\u7684\u306a\u8aa4\u308a\u3092\u72af\u3057\u3001\u9593\u9055\u3063\u305f\u7d50\u8ad6\u306b\u81f3\u308a\u307e\u3057\u305f\u3002DeepSeek-R1 \u306f\u7d50\u8ad6\u306b\u9054\u3059\u308b\u307e\u3067\u306b\u6642\u9593\u304c\u304b\u304b\u308b\u305f\u3081\u3001\u7b54\u3048\u306e\u5fdc\u7b54\u6642\u9593\u306b\u5f71\u97ff\u3059\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u308c\u306f\u3001\u30e2\u30c7\u30eb\u304c\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u3067\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u7406\u89e3\u3057\u3001\u6b63\u78ba\u3067\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u3092\u610f\u8b58\u3057\u305f\u5fdc\u7b54\u3092\u8fc5\u901f\u306b\u63d0\u4f9b\u3057\u3001\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u30fc\u3084\u52b9\u7387\u3092\u640d\u306a\u3046\u3053\u3068\u306a\u304f\u904b\u7528\u74b0\u5883\u306b\u30b7\u30fc\u30e0\u30ec\u30b9\u306b\u7d71\u5408\u3059\u308b\u3001\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba\u306e\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<h3>\u5c0f\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u3092\u4f7f\u7528\u3059\u308b\u7406\u7531<\/h3>\n<p>\u63a8\u8ad6\u306e\u7d50\u679c\u306f\u5370\u8c61\u7684\u3067\u3059\u304c\u3001\u300c\u8ad6\u7406\u554f\u984c\u300d\u3092\u89e3\u304f\u30e2\u30c7\u30eb\u3092\u6301\u3064\u3053\u3068\u306e\u307f\u304c\u91cd\u8981\u306a\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u4f01\u696d\u306b\u3068\u3063\u3066\u7406\u60f3\u7684\u306a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u306f\u3001\u901f\u5ea6\u3001\u7cbe\u5ea6\u3001\u63a8\u8ad6\u80fd\u529b\u306e\u30d0\u30e9\u30f3\u30b9\u304c\u53d6\u308c\u305f\u30e2\u30c7\u30eb\u3067\u3059\u3002\u30d0\u30e9\u30f3\u30b9\u304c\u53d6\u308c\u305f\u30e2\u30c7\u30eb\u3092\u4f7f\u7528\u3059\u308b\u3053\u3068\u306b\u3088\u308a\u3001CPU \u304b\u3089\u5c02\u7528\u306e\u30a2\u30af\u30bb\u30e9\u30ec\u30fc\u30bf\u30fc\u307e\u3067\u3001\u4f01\u696d\u5168\u4f53\u3067\u901a\u5e38\u5229\u7528\u53ef\u80fd\u306a\u3001\u3055\u307e\u3056\u307e\u306a\u8a08\u7b97\u30ea\u30bd\u30fc\u30b9\u3092\u6700\u5927\u9650\u306b\u6d3b\u7528\u3057\u306a\u304c\u3089\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u8981\u6c42\u3092\u6e80\u305f\u3059\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u30c7\u30d7\u30ed\u30a4\u3059\u308b\u5834\u5408\u3067\u3082\u3001<a href=\"https:\/\/opea.dev\/\" target=\"_blank\" rel=\"noopener nofollow noreferrer\">Open Platform for Enterprise AI (OPEA)<\/a> (\u82f1\u8a9e) \u306a\u3069\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u30fb\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306b\u4f9d\u5b58\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u5834\u5408\u3067\u3082\u3001\u7d44\u7e54\u306f\u30aa\u30f3\u30d7\u30ec\u30df\u30b9\u30fb\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u30fc\u304b\u3089\u30af\u30e9\u30a6\u30c9\u3084\u30a8\u30c3\u30b8\u30c7\u30d0\u30a4\u30b9\u307e\u3067\u3001\u3055\u307e\u3056\u307e\u306a\u74b0\u5883\u3067 AI \u30e2\u30c7\u30eb\u3092\u30b7\u30fc\u30e0\u30ec\u30b9\u306b\u30c7\u30d7\u30ed\u30a4\u3001\u6700\u9069\u5316\u3001\u62e1\u5f35\u3067\u304d\u307e\u3059\u3002<\/p>\n<p><strong>\u4f01\u696d\u306b\u3068\u3063\u3066\u91cd\u8981\u306a 2 \u3064\u306e\u30dd\u30a4\u30f3\u30c8<\/strong><\/p>\n<ol>\n<li><strong>\u7cbe\u5ea6\/\u63a8\u8ad6:<\/strong> \u63a8\u8ad6\u30bf\u30b9\u30af\u306b\u512a\u308c\u305f SLM \u306f\u3001\u4e00\u90e8\u306e\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u3067\u5927\u898f\u6a21\u30e2\u30c7\u30eb (\u4f8b\u3048\u3070\u300170B \u30d1\u30e9\u30e1\u30fc\u30bf\u30fc\u30fb\u30e2\u30c7\u30eb) \u3092\u7f6e\u304d\u63db\u3048\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u305f\u3081\u3001AI \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u52b9\u7387\u304c\u5411\u4e0a\u3057\u307e\u3059\u3002<\/li>\n<li><strong>\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u8981\u4ef6:<\/strong> SLM \u306f\u8efd\u91cf\u3067\u3042\u308a\u3001\u901a\u5e38\u306e PC \u3067\u3082\u5b9f\u884c\u3067\u304d\u308b\u3053\u3068\u304c\u5224\u660e\u3057\u3066\u3044\u307e\u3059\u3002\u958b\u767a\u8005\u306f AI \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u30e9\u30c3\u30d7\u30c8\u30c3\u30d7\u3067\u30c6\u30b9\u30c8\u3067\u304d\u308b\u3060\u3051\u3067\u306a\u304f\u3001\u52b9\u7387\u7684\u306a\u5916\u90e8 API \u3084\u30ed\u30fc\u30ab\u30eb\u30c7\u30d7\u30ed\u30a4\u306a\u3069\u3001\u5e45\u5e83\u3044\u30c7\u30d7\u30ed\u30a4\u306e\u53ef\u80fd\u6027\u304c\u5e83\u304c\u308a\u307e\u3059\u3002<\/li>\n<\/ol>\n<p>\u8003\u3048\u3089\u308c\u308b\u3053\u3068\u306f\u307b\u304b\u306b\u3082\u3042\u308a\u307e\u3059\u3002\u6700\u521d\u306b\u601d\u3044\u6d6e\u304b\u3076\u306e\u306f\u3001\u300c\u901a\u5e38\u306e PC \u3067\u5b9f\u884c\u3067\u304d\u308b\u306a\u3089\u3001GPU \u306f\u3082\u3046\u5fc5\u8981\u306a\u3044\u306e\u3067\u306f?\u300d\u3068\u3044\u3046\u7591\u554f\u3067\u3057\u3087\u3046\u3002\u3053\u308c\u306f\u3001SLM \u304c\u9ad8\u4fa1\u306a\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u306e\u56de\u907f\u306b\u5f79\u7acb\u3064\u3068\u3044\u3046\u70b9\u3067\u306f\u90e8\u5206\u7684\u306b\u771f\u5b9f\u3067\u3059\u304c\u3001\u8003\u616e\u3059\u3079\u304d\u70b9\u3082\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>AI \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u5411\u3051\u306b\u30e2\u30c7\u30eb\u3092\u30c7\u30d7\u30ed\u30a4\u3059\u308b\u5834\u5408\u3001\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u30fc\u3092\u8003\u616e\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u8a00\u3044\u63db\u3048\u308b\u3068\u3001\u4f55\u4eba\u306e\u30e6\u30fc\u30b6\u30fc\u3068\u3084\u308a\u53d6\u308a\u3057\u3066\u3001\u4f55\u4ef6\u306e\u30ea\u30af\u30a8\u30b9\u30c8\u3092\u51e6\u7406\u3059\u308b\u304b\u3068\u3044\u3046\u3053\u3068\u3067\u3059\u3002<\/p>\n<p>AI \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u5229\u7528\u30ec\u30d9\u30eb\u304c\u9ad8\u304f\u306a\u308b\u3068\u3001\u3055\u3089\u306b\u5f37\u529b\u306a\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u304c\u5fc5\u8981\u306b\u306a\u308a\u307e\u3059\u3002\u30a4\u30f3\u30c6\u30eb\u00ae Xeon\u00ae \u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u30fb\u30d7\u30ed\u30bb\u30c3\u30b5\u30fc\u306f\u3001\u30af\u30e9\u30a6\u30c9\u3001\u30aa\u30f3\u30b5\u30a4\u30c8\u30fb\u30c7\u30fc\u30bf\u30bb\u30f3\u30bf\u30fc\u3001\u5916\u90e8 API \u306e\u3044\u305a\u308c\u3067\u3082\u5e83\u304f\u5229\u7528\u53ef\u80fd\u3067\u3001SLM \u63a8\u8ad6\u3092\u5b9f\u884c\u3067\u304d\u307e\u3059\u3002\u51e6\u7406\u80fd\u529b\u3092\u4e0a\u3052\u308b\u306b\u306f\u3001\u30a4\u30f3\u30c6\u30eb\u00ae Gaudi\u00ae \u306a\u3069\u306e\u5c02\u7528\u306e AI \u30a2\u30af\u30bb\u30e9\u30ec\u30fc\u30bf\u30fc\u3092\u8ffd\u52a0\u3057\u307e\u3059\u3002\u7c21\u6f54\u306b\u8a00\u3046\u3068\u3001\u540c\u3058\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u3067\u306f\u30018B \u30e2\u30c7\u30eb\u306f 70B \u30e2\u30c7\u30eb\u3088\u308a\u3082\u591a\u304f\u306e\u30e6\u30fc\u30b6\u30fc\u306b\u30b5\u30fc\u30d3\u30b9\u3092\u63d0\u4f9b\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u30ed\u30fc\u30ab\u30eb AI PC \u3092\u4f7f\u7528\u3057\u3066\u9ad8\u6027\u80fd\u306a AI \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u958b\u767a\u304a\u3088\u3073\u30c6\u30b9\u30c8\u3067\u304d\u3001\u5bb9\u6613\u306b\u5229\u7528\u53ef\u80fd\u306a\u30c7\u30fc\u30bf\u30bb\u30f3\u30bf\u30fc\u3084 PC \u30d9\u30fc\u30b9\u306e\u8a08\u7b97\u30ea\u30bd\u30fc\u30b9\u306b\u30c7\u30d7\u30ed\u30a4\u3067\u304d\u308b\u67d4\u8edf\u6027\u3092\u5099\u3048\u305f SLM \u306f\u3001\u307e\u3055\u306b\u30b2\u30fc\u30e0\u30c1\u30a7\u30f3\u30b8\u30e3\u30fc\u3068\u8a00\u3048\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n<h3>\u307e\u3068\u3081<\/h3>\n<p>\u3053\u306e\u30d6\u30ed\u30b0\u3067\u306f\u3001\u8907\u6570\u306e <a href=\"https:\/\/www.youtube.com\/shorts\/bucScZ9dfvk\" target=\"_blank\" rel=\"noopener nofollow noreferrer\">DeepSeek-R1 \u84b8\u7559\u30e2\u30c7\u30eb<\/a> (\u82f1\u8a9e) \u3092\u4f7f\u7528\u3057\u3066\u884c\u3063\u305f\u30c6\u30b9\u30c8\u306e\u3046\u3061\u306e 1 \u3064\u3092\u7d39\u4ecb\u3057\u307e\u3057\u305f\u3002\u307e\u305f\u3001<a href=\"https:\/\/yujunmao1.github.io\/CHAMP\/explorer.html\" target=\"_blank\" rel=\"noopener nofollow noreferrer\">CHAMP \u30c7\u30fc\u30bf\u30bb\u30c3\u30c8<\/a> (\u82f1\u8a9e) \u306e<a href=\"https:\/\/www.youtube.com\/shorts\/bucScZ9dfvk\" target=\"_blank\" rel=\"noopener nofollow noreferrer\">\u6570\u5b66\u6f14\u7b97<\/a> (\u82f1\u8a9e) \u3092\u4f7f\u7528\u3057\u3066\u30c6\u30b9\u30c8\u3057\u307e\u3057\u305f\u3002\u307b\u3068\u3093\u3069\u306e\u5834\u5408\u3001DeepSeek-R1 \u306f\u63a8\u8ad6\u30bf\u30b9\u30af\u3067\u307b\u304b\u306e\u30e2\u30c7\u30eb\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u4e0a\u56de\u308a\u307e\u3057\u305f\u3002<\/p>\n<p>\u305f\u3060\u3057\u3001\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306f\u30c6\u30b9\u30c8\u3054\u3068\u306b\u7570\u306a\u308a\u3001\u3055\u3089\u306b\u5f37\u5316\u306e\u4f59\u5730\u304c\u3042\u308b\u3053\u3068\u304c\u660e\u3089\u304b\u306b\u306a\u308a\u307e\u3057\u305f\u3002DeepSeek \u306f\u3001\u8ad6\u6587\u300c<a href=\"https:\/\/arxiv.org\/pdf\/2501.12948\" target=\"_blank\" rel=\"noopener nofollow noreferrer\">DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning (DeepSeek-R1: \u5f37\u5316\u5b66\u7fd2\u306b\u3088\u308b LLM \u306e\u63a8\u8ad6\u80fd\u529b\u306e\u5968\u52b1)<\/a>\u300d (\u82f1\u8a9e) \u3067\u3001\u3053\u308c\u3089\u306e\u5236\u9650\u3092\u8a8d\u3081\u3066\u3044\u307e\u3059\u3002\u305d\u308c\u306b\u3082\u304b\u304b\u308f\u3089\u305a\u3001DeepSeek-R1 \u304c\u9054\u6210\u3057\u305f\u9032\u6b69\u306f\u6ce8\u76ee\u306b\u5024\u3057\u307e\u3059\u3002\u3053\u308c\u306f\u3001\u30b3\u30b9\u30c8\u52b9\u7387\u306e\u9ad8\u3044 AI \u306e\u4f5c\u6210\u306b\u5411\u3051\u305f\u4e00\u6b69\u3067\u3042\u308a\u3001\u958b\u767a\u8005\u3092\u6700\u5148\u7aef\u306e\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u306b\u8fd1\u3065\u3051\u308b\u3082\u306e\u3067\u3059\u3002<\/p>\n<h3>\u30a4\u30f3\u30c6\u30eb\u00ae \u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u3067 DeepSeek \u3092\u4f53\u9a13\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044<\/h3>\n<p>\u7406\u60f3\u7684\u306a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u306f\u3001\u901f\u5ea6\u3001\u7cbe\u5ea6\u3001\u63a8\u8ad6\u80fd\u529b\u306e\u30d0\u30e9\u30f3\u30b9\u3092\u53d6\u308a\u3001\u4f01\u696d\u306e\u8981\u6c42\u3092\u6e80\u305f\u3057\u3064\u3064\u51e6\u7406\u6642\u9593\u3068\u30ea\u30bd\u30fc\u30b9\u4f7f\u7528\u3092\u6700\u5c0f\u9650\u306b\u6291\u3048\u308b\u3001\u3068\u3044\u3046\u524d\u63d0\u306e\u4e0b\u306b\u3001\u4ee5\u4e0b\u306e\u30a4\u30f3\u30c6\u30eb\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067 DeepSeek \u3092\u5b9f\u969b\u306b\u8a66\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<ul>\n<li><p><strong>AI PC:<\/strong> <a href=\"https:\/\/www.xlsoft.com\/jp\/products\/intel\/devcloud\/index.html\" target=\"_blank\" rel=\"noopener nofollow noreferrer\">\u30a4\u30f3\u30c6\u30eb\u00ae Tiber&#x2122; AI \u30af\u30e9\u30a6\u30c9<\/a>\u306f\u3001AI \u3092\u642d\u8f09\u3057\u305f PC \u6a5f\u80fd\u3078\u306e\u30a2\u30af\u30bb\u30b9\u3092\u63d0\u4f9b\u3057\u3066\u3001\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3068\u5fdc\u7b54\u6027\u304c\u5411\u4e0a\u3057\u305f\u52b9\u7387\u7684\u306a\u30aa\u30f3\u30c7\u30d0\u30a4\u30b9 AI \u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u3092\u5b9f\u73fe\u3057\u307e\u3059\u3002<\/p><\/li>\n<li><p><strong>\u30a4\u30f3\u30c6\u30eb\u00ae Xeon\u00ae \u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u30fb\u30d7\u30ed\u30bb\u30c3\u30b5\u30fc:<\/strong> \u30cf\u30a4\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u30fb\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u5411\u3051\u306b\u8a2d\u8a08\u3055\u308c\u305f\u30a4\u30f3\u30c6\u30eb\u00ae Xeon\u00ae \u30d7\u30ed\u30bb\u30c3\u30b5\u30fc\u306f\u3001\u8907\u6570\u306e\u30af\u30e9\u30a6\u30c9\u30fb\u30b5\u30fc\u30d3\u30b9\u30fb\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u3067\u5229\u7528\u3067\u304d\u307e\u3059\u3002\u3055\u3089\u306b\u3001<a href=\"https:\/\/www.xlsoft.com\/jp\/products\/intel\/devcloud\/index.html\" target=\"_blank\" rel=\"noopener nofollow noreferrer\">\u30a4\u30f3\u30c6\u30eb\u00ae Tiber&#x2122; AI \u30af\u30e9\u30a6\u30c9<\/a>\u306f\u3001\u6700\u5148\u7aef\u306e\u30a4\u30f3\u30c6\u30eb\u00ae Xeon\u00ae \u30d7\u30ed\u30bb\u30c3\u30b5\u30fc\u30fb\u30d9\u30fc\u30b9\u306e AI \u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u30fc\u3078\u306e\u30a2\u30af\u30bb\u30b9\u3092\u63d0\u4f9b\u3057\u3001\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u30fc\u3068\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u306e\u6700\u9069\u5316\u3092\u5f37\u5316\u3057\u307e\u3059\u3002<\/p><\/li>\n<li><p><strong>\u30a4\u30f3\u30c6\u30eb\u00ae Gaudi\u00ae 2 AI \u30a2\u30af\u30bb\u30e9\u30ec\u30fc\u30bf\u30fc:<\/strong> \u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u306e\u30b3\u30b9\u30c8\u30fb\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u304c\u5411\u4e0a\u3059\u308b\u3088\u3046\u306b\u8abf\u6574\u3055\u308c\u305f\u30a4\u30f3\u30c6\u30eb\u00ae Gaudi\u00ae 2 \u30a2\u30af\u30bb\u30e9\u30ec\u30fc\u30bf\u30fc\u306f\u3001\u5927\u898f\u6a21\u306a AI \u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3068\u63a8\u8ad6\u5411\u3051\u306b\u6700\u9069\u5316\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u30c7\u30d7\u30ed\u30a4\u3068\u53ef\u7528\u6027\u306e\u8a73\u7d30\u306b\u3064\u3044\u3066\u306f\u3001<a href=\"https:\/\/www.denvrdata.com\/intel?gad_source=1&amp;gbraid=0AAAAAoa-OCCOTZRS51J1QWSkDHUI68Onp&amp;gclid=Cj0KCQiAhvK8BhDfARIsABsPy4jZBZ7DuMkfXBw5C_skFdn4ESIs221u2CI9vLuLI-ujLeAlL2xRmcIaAlU0EALw_wcB\" target=\"_blank\" rel=\"noopener nofollow noreferrer\">Denvr Dataworks <\/a> (\u82f1\u8a9e) \u3092\u53c2\u7167\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p><\/li>\n<\/ul>\n<p><strong>YouTube \u3067\u516c\u958b\u3055\u308c\u3066\u3044\u308b\u5b9f\u884c\u3057\u305f\u30c6\u30b9\u30c8\u306e\u30d3\u30c7\u30aa (\u82f1\u8a9e):<\/strong><\/p>\n<ul>\n<li><a href=\"https:\/\/www.youtube.com\/shorts\/cROVQuz1rWQ\" target=\"_blank\" rel=\"noopener nofollow noreferrer\">How Well Does DeepSeek Reason? I Put It to the Test on My AI PC (DeepSeek \u306e\u63a8\u8ad6\u30e2\u30c7\u30eb\u3092 AI PC \u3067\u30c6\u30b9\u30c8)<\/a><\/li>\n<li><a href=\"https:\/\/www.youtube.com\/shorts\/bucScZ9dfvk\" target=\"_blank\" rel=\"noopener nofollow noreferrer\">How DeepSeek Applies Reasoning to Math Problems (DeepSeek \u306e\u63a8\u8ad6\u3092\u6570\u5b66\u306e\u554f\u984c\u306b\u9069\u7528\u3059\u308b\u65b9\u6cd5)<\/a><\/li>\n<\/ul>\n<h3>\u8457\u8005\u7d39\u4ecb<\/h3>\n<p><strong>Ezequiel Lanza \u30a4\u30f3\u30c6\u30eb \u30b3\u30fc\u30dd\u30ec\u30fc\u30b7\u30e7\u30f3 \u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9 AI \u30a8\u30d0\u30f3\u30b8\u30a7\u30ea\u30b9\u30c8<\/strong><\/p>\n<p><a href=\"https:\/\/www.linkedin.com\/in\/ezelanza\/\" target=\"_blank\" rel=\"noopener nofollow noreferrer\">Ezequiel Lanza<\/a> (\u82f1\u8a9e) \u306f\u30a4\u30f3\u30c6\u30eb \u30b3\u30fc\u30dd\u30ec\u30fc\u30b7\u30e7\u30f3\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9 AI \u30a8\u30d0\u30f3\u30b8\u30a7\u30ea\u30b9\u30c8\u3067\u3042\u308a\u3001\u4eba\u3005\u304c AI \u306e\u523a\u6fc0\u7684\u306a\u4e16\u754c\u3092\u697d\u3057\u3080\u3053\u3068\u304c\u3067\u304d\u308b\u3088\u3046\u306b\u71b1\u5fc3\u306b\u53d6\u308a\u7d44\u3093\u3067\u3044\u307e\u3059\u3002AI \u30ab\u30f3\u30d5\u30a1\u30ec\u30f3\u30b9\u3067\u983b\u7e41\u306b\u8b1b\u6f14\u3092\u884c\u3046\u3068\u3068\u3082\u306b\u3001\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306e AI \u30c4\u30fc\u30eb\u306e\u5c0e\u5165\u3092\u652f\u63f4\u3059\u308b\u305f\u3081\u3001\u958b\u767a\u8005\u5411\u3051\u306e\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u3001\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3001\u30ac\u30a4\u30c9\u3092\u4f5c\u6210\u3057\u3066\u3044\u307e\u3059\u3002\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u306e\u4fee\u58eb\u53f7\u3092\u53d6\u5f97\u3057\u3066\u3044\u307e\u3059\u3002\u5f7c\u306e <a href=\"https:\/\/x.com\/eze_lanza\" target=\"_blank\" rel=\"noopener nofollow noreferrer\">X<\/a> (\u82f1\u8a9e) \u304a\u3088\u3073 <a href=\"https:\/\/www.linkedin.com\/in\/ezelanza\/\" target=\"_blank\" rel=\"noopener nofollow noreferrer\">LinkedIn<\/a> (\u82f1\u8a9e)\u3002<\/p>\n\n\n\n<div class=\"wp-block-group gray-bg\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<h3 class=\"wp-block-heading\">\u6700\u65b0\u306e\u30a4\u30f3\u30c6\u30eb\u00ae Xeon\u00ae \u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u30fb\u30d7\u30ed\u30bb\u30c3\u30b5\u30fc\u3084\u30a4\u30f3\u30c6\u30eb\u00ae Gaudi\u00ae AI \u30a2\u30af\u30bb\u30e9\u30ec\u30fc\u30bf\u30fc\u5411\u3051\u306e\u6700\u9069\u5316\u3092\u652f\u63f4<\/h3>\n\n\n\n<p>\u30a8\u30af\u30bb\u30eb\u30bd\u30d5\u30c8\u306f\u3001\u6700\u65b0\u306e\u30a4\u30f3\u30c6\u30eb\u00ae Xeon\u00ae \u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u30fb\u30d7\u30ed\u30bb\u30c3\u30b5\u30fc\u3092\u30bf\u30fc\u30b2\u30c3\u30c8\u3068\u3059\u308b\u4f01\u696d\u3084\u958b\u767a\u30c1\u30fc\u30e0\u5411\u3051\u306b\u3001\u30a4\u30f3\u30c6\u30eb\u00ae \u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u958b\u767a\u30c4\u30fc\u30eb\u3092\u5229\u7528\u3057\u305f\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u6700\u9069\u5316\u652f\u63f4\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002\u30b3\u30f3\u30d1\u30a4\u30e9\u30fc\u30fb\u30aa\u30d7\u30b7\u30e7\u30f3\u306e\u63d0\u6848\u3001\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u5206\u6790\u30c4\u30fc\u30eb\u306b\u3088\u308b\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u89e3\u6790\u3084\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u306a\u3069\u3092\u901a\u3057\u3066\u3001\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3068\u958b\u767a\u52b9\u7387\u306e\u5411\u4e0a\u306b\u3088\u308b\u30b3\u30b9\u30c8\u524a\u6e1b\u3092\u652f\u63f4\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u6700\u65b0\u306e\u30a4\u30f3\u30c6\u30eb\u00ae Xeon\u00ae \u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u30fb\u30d7\u30ed\u30bb\u30c3\u30b5\u30fc\u3084\u30a4\u30f3\u30c6\u30eb\u00ae Gaudi\u00ae AI \u30a2\u30af\u30bb\u30e9\u30ec\u30fc\u30bf\u30fc\u3092\u642d\u8f09\u3057\u305f\u30af\u30e9\u30a6\u30c9\u30b5\u30fc\u30d3\u30b9\u300c\u30a4\u30f3\u30c6\u30eb<sup>\u00ae<\/sup>\u00a0Tiber<sup>&#x2122;<\/sup>\u00a0AI \u30af\u30e9\u30a6\u30c9\u300d\u306e\u5c0e\u5165\u30b5\u30dd\u30fc\u30c8\u3067\u306f\u3001LLM \u3084\u751f\u6210 AI \u3092\u6d3b\u7528\u3057\u305f AI \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3084\u30b5\u30fc\u30d3\u30b9\u306e\u958b\u767a\u304a\u3088\u3073\u904b\u7528\u306b\u643a\u308f\u308b\u4f01\u696d\u5411\u3051\u306b\u3001POC \u69cb\u7bc9\u3084\u6700\u9069\u306a\u4fa1\u683c\u30d7\u30e9\u30f3\u306e\u3054\u63d0\u6848\u304b\u3089\u56fd\u5185\u3067\u306e\u8cfc\u5165\u30b5\u30dd\u30fc\u30c8\u307e\u3067\u3001\u4f01\u696d\u306e\u30cb\u30fc\u30ba\u306b\u5408\u308f\u305b\u305f\u3092\u652f\u63f4\u3057\u307e\u3059\u3002\u307e\u305f\u3001AI \u30b9\u30bf\u30fc\u30c8\u30a2\u30c3\u30d7\u4f01\u696d\u306e\u80b2\u6210\u306b\u7279\u5316\u3057\u305f\u30a4\u30f3\u30c6\u30eb\u306e\u7121\u6599\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u63a8\u85a6\u306a\u3069\u3082\u884c\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button has-custom-font-size\" style=\"font-size:15px\"><a class=\"wp-block-button__link has-white-color has-text-color has-background wp-element-button\" href=\"https:\/\/www.xlsoft.com\/jp\/products\/intel\/support\/cloud.html\" style=\"border-radius:10px;background-color:#e64946\"><strong><strong>\u30af\u30e9\u30a6\u30c9\u30b5\u30fc\u30d3\u30b9\u5c0e\u5165\u652f\u63f4<\/strong><\/strong><\/a><\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button has-custom-font-size\" style=\"font-size:15px\"><a class=\"wp-block-button__link has-white-color has-text-color has-background wp-element-button\" href=\"https:\/\/www.xlsoft.com\/jp\/products\/intel\/support\/oneapi.html\" style=\"border-radius:10px;background-color:#e64946\"><strong><strong>\u958b\u767a\u30c4\u30fc\u30eb\u5229\u7528\u652f\u63f4<\/strong><\/strong><\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-group gray-bg\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<h3 class=\"wp-block-heading\">3\/26 (\u6c34) AI \u958b\u767a\u8005\u30a4\u30d9\u30f3\u30c8\u300cAI DEVELOPER TECH DAY 2025\u300d\u53c2\u52a0\u767b\u9332\u53d7\u4ed8\u4e2d<\/h3>\n\n\n\n<p>\u672c\u30a4\u30d9\u30f3\u30c8\u3067\u306f\u3001\u30a4\u30f3\u30c6\u30eb \u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u958b\u767a\u30c4\u30fc\u30eb\u3092\u5229\u7528\u3057\u3066\u3001\u30a4\u30f3\u30c6\u30eb\u306e\u30c7\u30fc\u30bf\u30bb\u30f3\u30bf\u30fc\u5411\u3051 CPU\u3001GPU\u3001AI \u30a2\u30af\u30bb\u30e9\u30ec\u30fc\u30bf\u30fc\u3084 AI PC \u4e0a\u3067\u3001\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb (LLM) \u3092\u542b\u3080\u751f\u6210 AI \u3092\u6d3b\u7528\u3057\u305f AI \u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3092\u52b9\u7387\u3088\u304f\u958b\u767a\u304a\u3088\u3073\u6700\u9069\u5316\u3059\u308b\u305f\u3081\u306e\u624b\u6cd5\u306b\u3064\u3044\u3066\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-vertically-aligned-bottom is-layout-flow wp-block-column-is-layout-flow\">\n<div class=\"wp-block-buttons is-content-justification-left is-layout-flex wp-container-core-buttons-is-layout-fdcfc74e wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button has-custom-font-size\" style=\"font-size:15px\"><a class=\"wp-block-button__link has-white-color has-text-color has-background wp-element-button\" href=\"https:\/\/www.xlsoft.com\/jp\/products\/intel\/tech\/seminar\/ai-devtech-day.html?utm_source=xlsoft&amp;utm_medium=intel_blog&amp;utm_campaign=release2025cmp\" style=\"border-radius:10px;background-color:#e64946\">\u30a4\u30d9\u30f3\u30c8<strong>\u306e\u8a73\u7d30\u30fb\u7533\u3057\u8fbc\u307f\u306f\u3053\u3061\u3089<\/strong><\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div><\/div>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<div class=\"mh-excerpt\"><p>\u3053\u306e\u8a18\u4e8b\u306f\u3001\u30a4\u30f3\u30c6\u30eb\u306e\u30a6\u30a7\u30d6\u30b5\u30a4\u30c8\u3067\u516c\u958b\u3055\u308c\u3066\u3044\u308b <a class=\"mh-excerpt-more\" href=\"https:\/\/www.xlsoft.com\/jp\/blog\/intel\/2025\/03\/04\/does-deepseek-solve-the-small-scale-model-performance-puzzle\/\" title=\"DeepSeek 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