{"id":37156,"date":"2025-12-24T10:30:49","date_gmt":"2025-12-24T01:30:49","guid":{"rendered":"https:\/\/uxdaystokyo.com\/articles\/?post_type=glossary&#038;p=37156"},"modified":"2025-12-24T23:00:05","modified_gmt":"2025-12-24T14:00:05","slug":"top-p","status":"publish","type":"glossary","link":"https:\/\/uxdaystokyo.com\/articles\/glossary\/top-p\/","title":{"rendered":"top-p\u30b5\u30f3\u30d7\u30ea\u30f3\u30b0\uff08\u6838\u30b5\u30f3\u30d7\u30ea\u30f3\u30b0\uff09"},"content":{"rendered":"<p><span style=\"font-weight: 400;\"><ruby>top-p<rt>\u30c8\u30c3\u30d7\u30fb\u30d4\u30fc<\/rt><\/ruby>\u30b5\u30f3\u30d7\u30ea\u30f3\u30b0\u3068\u306f\u3001<\/span><span style=\"font-weight: 400;\">AI\u304c\u6b21\u306b\u7d9a\u304d\u305d\u3046\u306a\u8a00\u8449\u3092\u3059\u3079\u3066\u601d\u3044\u6d6e\u304b\u3079\u3001\u305d\u308c\u305e\u308c\u306b\u300c\u53ef\u80fd\u6027\u306e\u9ad8\u3055\u300d\u3092\u70b9\u6570\u4ed8\u3051\u3059\u308b\u3002\u6b21\u306b\u3001\u70b9\u6570\u304c\u9ad8\u3044\u9806\u306b\u8a00\u8449\u3092\u4e26\u3079\u3001\u4e0a\u304b\u3089\u9806\u756a\u306b\u70b9\u6570\u3092\u8db3\u3057\u3066\u3044\u304f\u3002\u3053\u306e\u5408\u8a08\u70b9\u304c\u3042\u3089\u304b\u3058\u3081\u6c7a\u3081\u3066\u304a\u3044\u305f\u76ee\u6a19\u5024\u300cp\u300d\u306b\u9054\u3057\u305f\u6642\u70b9\u3067\u533a\u5207\u308a\u3001\u305d\u3053\u307e\u3067\u306e\u8a00\u8449\u305f\u3061\u3092\u300c\u6700\u7d42\u5019\u88dc\u30b0\u30eb\u30fc\u30d7\u300d\u3068\u3057\u3066\u63a1\u7528\u3059\u308b\u3002<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u3053\u306e\u76ee\u6a19\u5024\u300cp\u300d\u306e\u3055\u3058\u52a0\u6e1b\u306f\u3001AI\u306e\u300c\u500b\u6027\u300d\u3092\u5de6\u53f3\u3059\u308b\u3002p\u306e\u5024\u3092\u9ad8\u304f\u8a2d\u5b9a\u3059\u308c\u3070\u3001\u3088\u308a\u591a\u304f\u306e\u8a00\u8449\u304c\u5019\u88dc\u306b\u6b8b\u308a\u3001\u30e6\u30cb\u30fc\u30af\u3067\u5275\u9020\u7684\u306a\u6587\u7ae0\u304c\u751f\u307e\u308c\u3084\u3059\u304f\u306a\u308b\u3002\u9006\u306b\u4f4e\u304f\u3059\u308c\u3070\u3001\u6700\u3082\u53ef\u80fd\u6027\u306e\u9ad8\u3044\u3001\u3054\u304f\u5c11\u6570\u306e\u8a00\u8449\u306b\u7d5e\u3089\u308c\u308b\u305f\u3081\u3001\u5b89\u5b9a\u7684\u3067\u9593\u9055\u3044\u306e\u306a\u3044\u6587\u7ae0\u3092\u4f5c\u308b\u3088\u3046\u306b\u306a\u308b\u3002<\/span><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/uxdaystokyo.com\/articles\/wp-content\/uploads\/2025\/12\/top-p-2.png\" alt=\"\" width=\"1024\" height=\"559\" class=\"alignnone size-full wp-image-37161\" srcset=\"https:\/\/uxdaystokyo.com\/articles\/wp-content\/uploads\/2025\/12\/top-p-2.png 1024w, https:\/\/uxdaystokyo.com\/articles\/wp-content\/uploads\/2025\/12\/top-p-2-300x164.png 300w, https:\/\/uxdaystokyo.com\/articles\/wp-content\/uploads\/2025\/12\/top-p-2-768x419.png 768w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/p>\n<h2><span style=\"font-weight: 400;\">\u8a9e\u6e90\u30fb\u63d0\u5531\u8005\u30fb\u666e\u53ca\u8005<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">2019\u5e74\u306b\u30ef\u30b7\u30f3\u30c8\u30f3\u5927\u5b66\u3001\u30ab\u30fc\u30cd\u30ae\u30fc\u30e1\u30ed\u30f3\u5927\u5b66\u306a\u3069\u306b\u6240\u5c5e\u3059\u308b<ruby>Ari Holtzman<rt>\u30a2\u30ea\u30fb\u30db\u30eb\u30c4\u30de\u30f3<\/rt><\/ruby><\/span>\u3089\u306e\u7814\u7a76\u30c1\u30fc\u30e0\u304c\u767a\u8868\u3057\u305f\u8ad6\u6587\u300c<a href=\"https:\/\/openreview.net\/forum?id=rygGQyrFvH\">The Curious Case of Neural Text Degeneration\uff08\u30cb\u30e5\u30fc\u30e9\u30eb\u30c6\u30ad\u30b9\u30c8\u5d29\u58ca\u306e\u8208\u5473\u6df1\u3044\u4e8b\u4f8b\uff09<\/a>\u300d\u3067\u63d0\u5531\u3055\u308c\u305f\u3002p\u3068\u306f\u7d2f\u7a4d\u78ba\u7387\uff08Cumulative Probability\uff09\u306e\u3057\u304d\u3044\u5024\u306e\u3053\u3068\u3092\u6307\u3059\u6570\u5b66\u7684\u8a18\u53f7\u306e\u3053\u3068\u3067\u3042\u308b\u3002\u975e\u5e38\u306b\u4f4e\u3044\u78ba\u7387\u3057\u304b\u6301\u305f\u306a\u3044\u81a8\u5927\u306a\u6570\u306e\u5358\u8a9e\u3092\u5207\u308a\u843d\u3068\u3057\u3001\u4e2d\u5fc3\u90e8\u3067\u3042\u308b\u300c\u6838\u300d\u3060\u3051\u3092\u53d6\u308a\u51fa\u3059\u3068\u3044\u3046\u610f\u5473\u3067\u3001\u6838\u30b5\u30f3\u30d7\u30ea\u30f3\u30b0\uff08Nucleus Sampling)\u3068\u3082\u547c\u3070\u308c\u308b\u3002<\/p>\n<p><span style=\"font-weight: 400;\">\u5019\u88dc\u3068\u306a\u308b\u5358\u8a9e\u306e\u6570\u3092\u56fa\u5b9a\u3059\u308b\uff08top-k\uff09\u65b9\u6cd5\u3082\u8003\u3048\u3089\u308c\u305f\u304c\u3001\u78ba\u7387\u306e\u5408\u8a08\u3092\u57fa\u6e96\u306b\u7528\u3044\u308b\u3053\u3068\u3067\u3001\u5019\u88dc\u306e\u6570\u3092\u67d4\u8edf\u306b\u5909\u5316\u3055\u305b\u3001\u3088\u308a\u81ea\u7136\u3067\u8cea\u306e\u9ad8\u3044\u6587\u7ae0\u751f\u6210\u3092\u3057\u305f\u3002<\/span><\/p>\n<div id=\"attachment_37163\" style=\"width: 365px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-37163\" src=\"https:\/\/uxdaystokyo.com\/articles\/wp-content\/uploads\/2025\/12\/arihs2-768x768.jpeg\" alt=\"\" width=\"355\" height=\"355\" class=\"wp-image-37163\" \/><p id=\"caption-attachment-37163\" class=\"wp-caption-text\">Ari Holtzman<\/p>\n<p><a href=\"https:\/\/cs.uchicago.edu\/people\/ari-holtzman\/\">https:\/\/cs.uchicago.edu\/people\/ari-holtzman\/<\/a><\/p><\/div>\n<h2><span style=\"font-weight: 400;\">AI\u306e\u6027\u683c\u3092\u64cd\u308a\u3001\u6700\u9069\u306a\u5fdc\u7b54\u3092\u5b9f\u73fe<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Top-p\u3068\u306f\u3001AI\u306e\u6027\u683c\u3092\u8abf\u6574\u3059\u308b\u305f\u3081\u306e\u300c\u30c0\u30a4\u30e4\u30eb\u300d\u306e\u3088\u3046\u306a\u3082\u306e\u3060\u3002\u88fd\u54c1\u306e\u5f79\u5272\u306b\u3088\u3063\u3066\u3001AI\u306b\u3075\u3055\u308f\u3057\u3044\u6027\u683c\u306f\u5168\u304f\u9055\u3046\u3002<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u4f8b\u3048\u3070\u3001\u65b0\u3057\u3044\u4f01\u753b\u306e\u30a2\u30a4\u30c7\u30a2\u51fa\u3057\u3092\u624b\u4f1d\u3046AI\u306a\u3089\u3001\u81ea\u7531\u3067\u610f\u5916\u306a\u767a\u60f3\u3092\u305f\u304f\u3055\u3093\u6295\u3052\u304b\u3051\u3066\u307b\u3057\u3044\u3002\u3053\u306e\u5834\u5408\u3001\u30c0\u30a4\u30e4\u30eb\u3092\u5927\u304d\u304f\u958b\u3044\u3066\u3001AI\u304c\u4f7f\u3046\u8a00\u8449\u306e\u9078\u629e\u80a2\u3092\u5e83\u3052\u3001\u5275\u9020\u6027\u3092\u5f15\u304d\u51fa\u3059\u3002<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u9006\u306b\u3001\u304a\u5ba2\u69d8\u304b\u3089\u306e\u554f\u3044\u5408\u308f\u305b\u306b\u7b54\u3048\u308bAI\u306a\u3089\u3001\u9593\u9055\u3044\u306e\u306a\u3044\u5805\u5b9f\u306a\u56de\u7b54\u304c\u4f55\u3088\u308a\u91cd\u8981\u3060\u3002\u3053\u306e\u5834\u5408\u306f\u30c0\u30a4\u30e4\u30eb\u3092\u3050\u3063\u3068\u7d5e\u308a\u3001AI\u304c\u6700\u3082\u5b89\u5168\u3067\u78ba\u5b9f\u306a\u8a00\u8449\u3060\u3051\u3092\u9078\u3076\u3088\u3046\u306b\u4ed5\u5411\u3051\u3089\u308c\u308b\u3002<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">\u884c\u304d\u8a70\u307e\u308a\u3092\u5275\u9020\u6027\u306b\u5909\u3048\u308bAI<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\u3068\u3042\u308b\u5c0f\u8aac\u57f7\u7b46\u30c4\u30fc\u30eb\u306f\u3001\u4f5c\u5bb6\u304c\u884c\u304d\u8a70\u307e\u3063\u305f\u6642\u306b\u7269\u8a9e\u306e\u7d9a\u304d\u3084\u65b0\u305f\u306a\u30a2\u30a4\u30c7\u30a2\u3092\u63d0\u6848\u3059\u308b\u305f\u3081\u3001top-p\u3092\u9ad8\u3081\u306b\u8a2d\u5b9a\u3057\u3066\u3044\u308b\u3002<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u4f8b\u3048\u3070\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u300c\u4e3b\u4eba\u516c\u306f\u53e4\u3044\u6249\u3092\u958b\u3051\u305f\u3002\u305d\u306e\u5148\u306b\u306f\u2026\u300d\u3068\u5165\u529b\u3059\u308b\u3002\u3059\u308b\u3068\u300c\u9006\u3055\u307e\u306b\u6642\u9593\u304c\u6d41\u308c\u308b\u5ead\u5712\u304c\u3042\u3063\u305f\u300d\u3068\u304b\u300c\u5f7c\u81ea\u8eab\u306e\u5b50\u4f9b\u6642\u4ee3\u306e\u5e7b\u304c\u7acb\u3063\u3066\u3044\u305f\u300d\u3068\u3044\u3063\u305f\u3001\u5c11\u3057\u610f\u5916\u3060\u3051\u308c\u3069\u3082\u7269\u8a9e\u3092\u9762\u767d\u304f\u3059\u308b\u9078\u629e\u80a2\u3082\u63d0\u793a\u3067\u304d\u308b\u3002<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u3053\u308c\u306b\u3088\u308a\u3001\u5358\u306a\u308b\u6587\u7ae0\u4f5c\u6210\u30de\u30b7\u30f3\u3067\u306f\u306a\u304f\u3001\u4f5c\u5bb6\u306b\u3068\u3063\u3066\u552f\u4e00\u7121\u4e8c\u306e\u30d1\u30fc\u30c8\u30ca\u30fc\u3068\u3057\u3066\u306e\u5730\u4f4d\u3092\u7bc9\u304d\u3001\u4ed6\u306b\u306f\u306a\u3044\u4fa1\u5024\u3092\u63d0\u4f9b\u3059\u308b\u3053\u3068\u306b\u6210\u529f\u3057\u305f\u306e\u3067\u3042\u308b\u3002<\/span><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/uxdaystokyo.com\/articles\/wp-content\/uploads\/2025\/12\/top-p-5.png\" alt=\"\" width=\"1024\" height=\"559\" class=\"alignnone size-full wp-image-37158\" srcset=\"https:\/\/uxdaystokyo.com\/articles\/wp-content\/uploads\/2025\/12\/top-p-5.png 1024w, https:\/\/uxdaystokyo.com\/articles\/wp-content\/uploads\/2025\/12\/top-p-5-300x164.png 300w, https:\/\/uxdaystokyo.com\/articles\/wp-content\/uploads\/2025\/12\/top-p-5-768x419.png 768w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/p>\n<h2><span style=\"font-weight: 400;\">temperature\u3068\u306e\u9055\u3044<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\u985e\u4f3c\u3057\u305f\u30d1\u30e9\u30e1\u30fc\u30bf\u3068\u3057\u3066\u3001temperature\u304c\u5b58\u5728\u3059\u308b\u3002temperature\u306f\u3001\u8a00\u8449\u540c\u58eb\u306e\u78ba\u7387\u306e\u5dee\u3092\u5e83\u3052\u305f\u308a\u3001\u7e2e\u3081\u305f\u308a\u3059\u308b\u3053\u3068\u3067\u3001\u8a00\u8449\u306e\u67d4\u8edf\u6027\u3092\u8abf\u6574\u3059\u308b\u3002top-p\u306f\u3001temperature\u3068\u7570\u306a\u308a\u3001\u8a00\u8449\u306e\u5019\u88dc\u3092\u300c\u8db3\u5207\u308a\u300d\u3059\u308b\u305f\u3081\u3001\u78ba\u7387\u306e\u4f4e\u3044\u8a00\u8449\u3092\u78ba\u5b9f\u306b\u5019\u88dc\u304b\u3089\u9664\u5916\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u305d\u306e\u305f\u3081top-p\u306f\u3001\u67d4\u8edf\u6027\u3092\u4fdd\u3061\u3064\u3064\u3001\u3042\u308a\u3048\u306a\u3044\u8a00\u8449\u3060\u3051\u306f\u907f\u3051\u308b\u3068\u3044\u3063\u305f\u4f7f\u3044\u65b9\u304c\u53ef\u80fd\u306b\u306a\u308b\u3002<\/span><\/p>\n<p><span style=\"font-weight: 400;\">OpenAI\u306e\u516c\u5f0f\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306a\u3069\u3067\u306f\u3001temperature\u3068top-p\u306e\u3069\u3061\u3089\u3082\u4f7f\u7528\u3059\u308b\u3068\u3001\u5236\u5fa1\u304c\u96e3\u3057\u304f\u306a\u308b\u305f\u3081\u3001\u3069\u3061\u3089\u304b\u4e00\u65b9\u306e\u5229\u7528\u3092\u63a8\u5968\u3057\u3066\u3044\u308b\u3002<\/span><\/p>\n<h2><span style=\"font-weight: 400;\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/uxdaystokyo.com\/articles\/wp-content\/uploads\/2025\/12\/top-p-6.png\" alt=\"\" width=\"1024\" height=\"559\" class=\"alignnone size-full wp-image-37157\" srcset=\"https:\/\/uxdaystokyo.com\/articles\/wp-content\/uploads\/2025\/12\/top-p-6.png 1024w, https:\/\/uxdaystokyo.com\/articles\/wp-content\/uploads\/2025\/12\/top-p-6-300x164.png 300w, https:\/\/uxdaystokyo.com\/articles\/wp-content\/uploads\/2025\/12\/top-p-6-768x419.png 768w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/span><span style=\"font-weight: 400;\"><br \/>\n<\/span><span style=\"font-weight: 400;\">\u95a2\u9023\u7528\u8a9e<\/span><\/h2>\n<ul>\n<li>top-k<\/li>\n<\/ul>\n<blockquote class=\"wp-embedded-content\" data-secret=\"SJemEioAeM\"><p><a href=\"https:\/\/uxdaystokyo.com\/articles\/glossary\/temperature\/\">temperature<\/a><\/p><\/blockquote>\n<p><iframe loading=\"lazy\" class=\"wp-embedded-content\" sandbox=\"allow-scripts\" security=\"restricted\" style=\"position: absolute; visibility: hidden;\" title=\"&#8220;temperature&#8221; &#8212; UX TIMES\" src=\"https:\/\/uxdaystokyo.com\/articles\/glossary\/temperature\/embed\/#?secret=F9Ygypk8i9#?secret=SJemEioAeM\" data-secret=\"SJemEioAeM\" width=\"500\" height=\"282\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\"><\/iframe><\/p>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6b21\u306b\u6765\u308b\u53ef\u80fd\u6027\u306e\u9ad8\u3044\u8a00\u8449\u3060\u3051\u3092\u5019\u88dc\u306b\u3057\u3066\u6587\u7ae0\u3092\u4f5c\u308b\u4ed5\u7d44\u307f<\/p>\n","protected":false},"author":61,"featured_media":37169,"template":"","meta":{"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"English":"top-p Sampling (Nucleus Sampling)","footnotes":""},"glossary-category":[418],"glossary_tag":[],"class_list":["post-37156","glossary","type-glossary","status-publish","has-post-thumbnail","hentry","glossary-category-technology"],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/uxdaystokyo.com\/articles\/wp-json\/wp\/v2\/glossary\/37156","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/uxdaystokyo.com\/articles\/wp-json\/wp\/v2\/glossary"}],"about":[{"href":"https:\/\/uxdaystokyo.com\/articles\/wp-json\/wp\/v2\/types\/glossary"}],"author":[{"embeddable":true,"href":"https:\/\/uxdaystokyo.com\/articles\/wp-json\/wp\/v2\/users\/61"}],"version-history":[{"count":7,"href":"https:\/\/uxdaystokyo.com\/articles\/wp-json\/wp\/v2\/glossary\/37156\/revisions"}],"predecessor-version":[{"id":37174,"href":"https:\/\/uxdaystokyo.com\/articles\/wp-json\/wp\/v2\/glossary\/37156\/revisions\/37174"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/uxdaystokyo.com\/articles\/wp-json\/wp\/v2\/media\/37169"}],"wp:attachment":[{"href":"https:\/\/uxdaystokyo.com\/articles\/wp-json\/wp\/v2\/media?parent=37156"}],"wp:term":[{"taxonomy":"glossary-category","embeddable":true,"href":"https:\/\/uxdaystokyo.com\/articles\/wp-json\/wp\/v2\/glossary-category?post=37156"},{"taxonomy":"glossary_tag","embeddable":true,"href":"https:\/\/uxdaystokyo.com\/articles\/wp-json\/wp\/v2\/glossary_tag?post=37156"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}