{"id":29232,"date":"2023-07-21T15:43:31","date_gmt":"2023-07-21T15:43:31","guid":{"rendered":"https:\/\/meetcody.ai\/blog\/llama-2%ef%bc%9a%e3%83%a1%e3%82%bf%e3%81%ae%e3%82%aa%e3%83%bc%e3%83%97%e3%83%b3%e3%82%bd%e3%83%bc%e3%82%b9ai%e3%83%a2%e3%83%87%e3%83%ab\/"},"modified":"2023-07-21T15:43:31","modified_gmt":"2023-07-21T15:43:31","slug":"llama-2%ef%bc%9a%e3%83%a1%e3%82%bf%e3%81%ae%e3%82%aa%e3%83%bc%e3%83%97%e3%83%b3%e3%82%bd%e3%83%bc%e3%82%b9ai%e3%83%a2%e3%83%87%e3%83%ab","status":"publish","type":"post","link":"https:\/\/meetcody.ai\/ja\/blog\/llama-2%ef%bc%9a%e3%83%a1%e3%82%bf%e3%81%ae%e3%82%aa%e3%83%bc%e3%83%97%e3%83%b3%e3%82%bd%e3%83%bc%e3%82%b9ai%e3%83%a2%e3%83%87%e3%83%ab\/","title":{"rendered":"LLaMA 2\uff1a\u30e1\u30bf\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9AI\u30e2\u30c7\u30eb"},"content":{"rendered":"

\u8857\u3067\u6700\u3082\u65b0\u3057\u3044LLM\u306f\u5ba3\u4f1d\u306b\u5024\u3059\u308b\u304b\uff1f<\/span><\/p>\n

\u6570\u65e5\u524d\u3001\u30e1\u30bf\u793e\u306f\u30de\u30a4\u30af\u30ed\u30bd\u30d5\u30c8\u793e\u3068\u306e\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u306b\u3088\u308a\u3001LLM\u306e\u6700\u65b0\u30d0\u30fc\u30b8\u30e7\u30f3\u300c\u30e9\u30de2\u300d\u3092\u30ea\u30ea\u30fc\u30b9\u3057\u305f\u3002 LLM\u306e\u5ba3\u4f1d\u6587\u53e5\u3092\u8ffd\u3044\u304b\u3051\u3066\u3044\u308b\u4eba\u306a\u3089\u3001\u3059\u3067\u306b\u8033\u306b\u3057\u305f\u308a\u3001\u65b0\u6a5f\u80fd\u306b\u3064\u3044\u3066\u8aad\u3093\u3060\u308a\u3057\u3066\u3044\u308b\u304b\u3082\u3057\u308c\u306a\u3044\u3002 \u7269\u4e8b\u3092\u5358\u7d14\u5316\u3059\u308b\u305f\u3081\u306b\u3001Llama 2\u304c\u3053\u308c\u307b\u3069\u5927\u8a55\u5224\u306b\u306a\u3063\u3066\u3044\u308b4\u3064\u306e\u7406\u7531\u3068\u3001\u3044\u304f\u3064\u304b\u306e\u6700\u9ad8\u306eLLM\u3068\u306e\u6bd4\u8f03\u3092\u5217\u6319\u3059\u308b\u3002<\/p>\n

\u7814\u7a76\u30fb\u5546\u7528\u5229\u7528\u7121\u6599<\/h2>\n

Llama 2\u304c\u4eba\u3005\u306e\u8208\u5473\u3092\u5f15\u3044\u305f\u5927\u304d\u306a\u7406\u7531\u306e\u3072\u3068\u3064\u306f\u3001\u30e1\u30bf\u793e\u304c\u7279\u5b9a\u306e\u6761\u4ef6\u304c\u3042\u308b\u4e00\u90e8\u306e\u5927\u4f01\u696d\u3092\u9664\u304d\u3001\u307b\u307c\u3059\u3079\u3066\u306e\u4eba\u306b\u5168\u30e2\u30c7\u30eb\u3092\u7121\u6599\u306b\u3057\u305f\u3053\u3068\u3060\u3002 \u3053\u306e\u52d5\u304d\u306f\u3001\u8d77\u696d\u3084\u30b8\u30a7\u30cd\u30ec\u30fc\u30c6\u30a3\u30d6AI\u306e\u4e16\u754c\u3078\u306e\u9032\u51fa\u3092\u8003\u3048\u3066\u3044\u308b\u500b\u4eba\u306b\u30a8\u30ad\u30b5\u30a4\u30c6\u30a3\u30f3\u30b0\u306a\u6a5f\u4f1a\u3092\u63d0\u4f9b\u3059\u308b\u3002 \u4eca\u3053\u305dAI\u306e\u4e16\u754c\u306b\u98db\u3073\u8fbc\u3080\u7d76\u597d\u306e\u6a5f\u4f1a\u3067\u3042\u308a\u3001\u7279\u306b\u3053\u306e\u30ec\u30d9\u30eb\u306e\u8a00\u8a9e\u30e2\u30c7\u30eb\u304c\u81ea\u7531\u306b\u5229\u7528\u3067\u304d\u308b\u306e\u3060\u304b\u3089\u3002 \u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306e\u30e2\u30c7\u30eb\u306f\u3059\u3067\u306b\u8907\u6570\u5b58\u5728\u3057\u3066\u3044\u305f\u304c\u3001\u30e1\u30bf\u793e\u306e\u3088\u3046\u306a\u5927\u4f01\u696d\u304c\u4f5c\u3063\u305f\u3082\u306e\u306f\u306a\u304f\u3001GPT\u306e\u76f4\u63a5\u306e\u7af6\u4e89\u76f8\u624b\u306b\u306f\u306a\u308a\u5f97\u306a\u304b\u3063\u305f\u3002<\/p>\n

\u300cBLOOM\uff08Scao\u3089\u30012022\uff09\u3001LLaMa-1\uff08Touvron\u3089\u30012023\uff09\u3001Falcon\uff08Penedo\u3089\u30012023\uff09\u306a\u3069\u3001GPT-3\uff08Brown\u3089\u30012020\uff09\u3084Chinchilla\uff08Hoffmann\u3089\u30012022\uff09\u306e\u3088\u3046\u306a\u30af\u30ed\u30fc\u30ba\u30c9\u306a\u4e8b\u524d\u8a13\u7df4\u3055\u308c\u305f\u7af6\u5408\u306e\u6027\u80fd\u306b\u5339\u6575\u3059\u308b\u4e8b\u524d\u8a13\u7df4\u3055\u308c\u305fLLM\u304c\u516c\u958b\u3055\u308c\u3066\u3044\u307e\u3059\u30012020)\u3084Chinchilla (Hoffmann et al., 2022)\u306e\u3088\u3046\u306a\u30af\u30ed\u30fc\u30ba\u30c9\u306a\u4e8b\u524d\u8a13\u7df4\u3055\u308c\u305f\u7af6\u5408\u306b\u5339\u6575\u3059\u308b\u6027\u80fd\u3092\u6301\u3064\u304c\u3001\u3053\u308c\u3089\u306e\u30e2\u30c7\u30eb\u306e\u3069\u308c\u3082\u304cChatGPT\u3001BARD\u3001Claude\u306e\u3088\u3046\u306a\u30af\u30ed\u30fc\u30ba\u30c9\u306a “\u88fd\u54c1 “LLM\u306e\u4ee3\u66ff\u306b\u306f\u9069\u3057\u3066\u3044\u306a\u3044\u3002”- \u30e1\u30bf\u7814\u7a76\u8ad6\u6587<\/p><\/blockquote>\n

\u5b89\u5168\u6027<\/h2>\n

Meta research paper\u3067\u767a\u8868\u3055\u308c\u305f\u5831\u544a\u306b\u3088\u308b\u3068\u3001Llama 2\u306f\u3001\u4ed6\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u30e2\u30c7\u30eb\u3068\u6bd4\u8f03\u3057\u3066\u3001\u6709\u7528\u6027\u3068\u5b89\u5168\u6027\u306e\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3067\u512a\u308c\u305f\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u793a\u3057\u3066\u3044\u308b\u3002 \u3053\u308c\u3089\u306e\u70b9\u3067\u3001ChatGPT\uff087b\u300113b\u300170b\u30e2\u30c7\u30eb\uff09\u3092\u4e0a\u56de\u3063\u3066\u3044\u308b\u3002 \u3057\u304b\u3057\u3001\u3053\u306e\u7814\u7a76\u8ad6\u6587\u306f\u3001\u30e9\u30de2\u4e16\u306b\u6709\u5229\u306a\u504f\u3063\u305f\u30c7\u30fc\u30bf\u304c\u3042\u308b\u53ef\u80fd\u6027\u3092\u8a8d\u3081\u3066\u304a\u308a\u3001\u7d50\u679c\u3092\u89e3\u91c8\u3059\u308b\u969b\u306b\u306f\u305d\u308c\u3092\u8003\u616e\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u3053\u3068\u306b\u6ce8\u610f\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u3002 \u3068\u306f\u3044\u3048\u3001\u305f\u3068\u3048\u30e9\u30de2\u304cChatGPT\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u306b\u8fd1\u3065\u3044\u305f\u3068\u3057\u3066\u3082\u3001\u8cde\u8cdb\u306b\u5024\u3059\u308b\u3002<\/p>\n

\"\u30e1\u30bf\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u30fb\u30e9\u30de\u30e2\u30c7\u30eb\u9055\u53cd\u6bd4\u8f03\"<\/p>\n

\u30e9\u30de2\u306e\u5b89\u5168\u6027\u306b\u5bc4\u4e0e\u3059\u308b\u6700\u3082\u91cd\u8981\u306a\u8981\u56e0\u306e\u3072\u3068\u3064\u306f\u3001\u305d\u306e\u30c7\u30fc\u30bf\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u3067\u3042\u308b\u3002 \u3044\u304f\u3064\u304b\u306e\u30e2\u30c7\u30eb\u3068\u306f\u7570\u306a\u308a\u3001Llama 2\u306fOpenAI\u306e\u3088\u3046\u306a\u5916\u90e8\u30b5\u30fc\u30d0\u30fc\u306b\u30c7\u30fc\u30bf\u3092\u9001\u4fe1\u3057\u3066\u5fdc\u7b54\u3092\u53d6\u5f97\u3059\u308b\u5fc5\u8981\u306f\u3042\u308a\u307e\u305b\u3093\u3002 \u3053\u306e\u30e6\u30cb\u30fc\u30af\u306a\u5c5e\u6027\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u30c7\u30fc\u30bf\u3092\u4fdd\u8b77\u3057\u3001\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u3092\u7dad\u6301\u3059\u308b\u306e\u306b\u5f79\u7acb\u3064\u305f\u3081\u3001\u91cd\u8981\u3067\u6a5f\u5bc6\u6027\u306e\u9ad8\u3044\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u3067\u7279\u306b\u4fa1\u5024\u306e\u3042\u308b\u30e2\u30c7\u30eb\u3068\u306a\u3063\u3066\u3044\u308b\u3002 \u30e6\u30fc\u30b6\u30fc\u306f\u3001\u81ea\u5206\u306e\u30a4\u30f3\u30d5\u30e9\u5185\u306b\u30c7\u30fc\u30bf\u3092\u53ce\u3081\u305f\u30d7\u30e9\u30a4\u30d9\u30fc\u30c8\u30b5\u30fc\u30d0\u30fc\u4e0a\u3067\u30e2\u30c7\u30eb\u3092\u5b9f\u884c\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002<\/p>\n

\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9<\/h2>\n

\u73fe\u5728\u4f7f\u7528\u3055\u308c\u3066\u3044\u308b\u6700\u3082\u4e00\u822c\u7684\u306aLLM\u306f\u3001\u30d6\u30e9\u30c3\u30af\u30dc\u30c3\u30af\u30b9\u3068\u3057\u3066\u52d5\u4f5c\u3057\u3066\u304a\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u305d\u306e\u6a5f\u80fd\u3092\u9650\u5b9a\u7684\u306b\u3057\u304b\u7406\u89e3\u3067\u304d\u306a\u3044\u3002 \u5bfe\u7167\u7684\u306b\u3001\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306e\u30e2\u30c7\u30eb\u306f\u900f\u660e\u306a\u30a2\u30d7\u30ed\u30fc\u30c1\u3092\u63d0\u4f9b\u3057\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u305d\u306e\u5185\u90e8\u69cb\u9020\u3092\u7406\u89e3\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002 \u3053\u306e\u900f\u660e\u6027\u306b\u3088\u3063\u3066\u3001\u30b9\u30d1\u30e0\u3084\u507d\u60c5\u5831\u306e\u751f\u6210\u3068\u3044\u3063\u305f\u8ab2\u984c\u306b\u76f4\u9762\u3059\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b\u306b\u3082\u304b\u304b\u308f\u3089\u305a\u3001\u3053\u306e\u3088\u3046\u306a\u30e2\u30c7\u30eb\u3092\u4f7f\u7528\u3059\u308b\u969b\u306e\u81ea\u4fe1\u3068\u78ba\u4fe1\u304c\u751f\u307e\u308c\u308b\u3002<\/p>\n

\u3055\u3089\u306b\u3001\u3053\u308c\u3089\u306e\u30e2\u30c7\u30eb\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u3068\u3057\u3066\u306e\u6027\u8cea\u306f\u3001\u5171\u540c\u4f5c\u696d\u3092\u4fc3\u3057\u3001LLM\u306e\u5206\u91ce\u306b\u304a\u3051\u308b\u7d99\u7d9a\u7684\u306a\u6539\u5584\u3068\u767a\u5c55\u306b\u3064\u306a\u304c\u308b\u3002 \u305d\u306e\u7d50\u679c\u3001\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306e\u30e2\u30c7\u30eb\u306f\u3001\u8a00\u8a9e\u30e2\u30c7\u30eb\u306e\u4e16\u754c\u306e\u9032\u6b69\u3092\u63a8\u9032\u3059\u308b\u4e0a\u3067\u91cd\u8981\u306a\u5f79\u5272\u3092\u679c\u305f\u3057\u3066\u3044\u308b\u3002<\/p>\n

\u300c\u305d\u3057\u3066\u3001\u79c1\u305f\u3061\u306f\u305d\u306e\u65b9\u304c\u5b89\u5168\u3060\u3068\u4fe1\u3058\u3066\u3044\u307e\u3059\u3002\u4eca\u65e5\u306eAI\u30e2\u30c7\u30eb\u3078\u306e\u30a2\u30af\u30bb\u30b9\u3092\u30aa\u30fc\u30d7\u30f3\u306b\u3059\u308b\u3068\u3044\u3046\u3053\u3068\u306f\u3001\u958b\u767a\u8005\u3084\u7814\u7a76\u8005\u306e\u4e16\u4ee3\u304c\u3001\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u3068\u3057\u3066\u305d\u308c\u3089\u3092\u30b9\u30c8\u30ec\u30b9\u30c6\u30b9\u30c8\u3057\u3001\u554f\u984c\u3092\u8fc5\u901f\u306b\u7279\u5b9a\u3057\u3001\u89e3\u6c7a\u3067\u304d\u308b\u3053\u3068\u3092\u610f\u5473\u3057\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30c4\u30fc\u30eb\u304c\u4ed6\u306e\u4eba\u3005\u306b\u3088\u3063\u3066\u3069\u306e\u3088\u3046\u306b\u4f7f\u308f\u308c\u3066\u3044\u308b\u304b\u3092\u898b\u308b\u3053\u3068\u3067\u3001\u6211\u3005\u306e\u30c1\u30fc\u30e0\u306f\u5f7c\u3089\u304b\u3089\u5b66\u3073\u3001\u30c4\u30fc\u30eb\u3092\u6539\u5584\u3057\u3001\u8106\u5f31\u6027\u3092\u4fee\u6b63\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002”- \u30e1\u30bf\u30a6\u30a7\u30d6\u30b5\u30a4\u30c8<\/p><\/blockquote>\n

Llama 2\u306f\u30aa\u30fc\u30d7\u30f3\u30e9\u30a4\u30bb\u30f3\u30b9\u3060\u304c\u3001Meta\u793e\u306f\u5b66\u7fd2\u3055\u305b\u305f\u30c7\u30fc\u30bf\u3092\u307e\u3060\u516c\u958b\u3057\u3066\u3044\u306a\u3044\u3002 Meta\u793e\u306f\u3001Llama 2\u306e\u7814\u7a76\u8ad6\u6587\u306e\u4e2d\u3067\u3001\u300c\u500b\u4eba\u306b\u95a2\u3059\u308b\u500b\u4eba\u60c5\u5831\u304c\u5927\u91cf\u306b\u542b\u307e\u308c\u3066\u3044\u308b\u3053\u3068\u304c\u77e5\u3089\u308c\u3066\u3044\u308b\u7279\u5b9a\u306e\u30b5\u30a4\u30c8\u304b\u3089\u30c7\u30fc\u30bf\u3092\u524a\u9664\u3059\u308b\u52aa\u529b\u3092\u3057\u305f\u300d\u3068\u8ff0\u3079\u3066\u3044\u308b\u304c\u3001\u305d\u306e\u30b5\u30a4\u30c8\u304c\u4f55\u3067\u3042\u308b\u304b\u306f\u8a18\u8f09\u3057\u3066\u3044\u306a\u3044\u3002<\/p>\n

\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9<\/h2>\n

\u30e9\u30de2\u306e\u30a6\u30a8\u30a4\u30c8\u306f4\u7a2e\u985e\uff1a7B\u300113B\u300134B\u300170B\u3002 \u30a6\u30a7\u30a4\u30c8\u306f\u3001\u30e2\u30c7\u30eb\u304c\u5b66\u7fd2\u3057\u305f\u30d1\u30e9\u30e1\u30fc\u30bf\u306e\u6570\u3092\u8868\u3059\u3002 \u4e00\u822c\u7684\u306b\u3001\u30d1\u30e9\u30e1\u30fc\u30bf\u30b5\u30a4\u30ba\u304c\u5927\u304d\u3044\u307b\u3069\u3001\u3088\u308a\u6b63\u78ba\u3067\u4fe1\u983c\u6027\u306e\u9ad8\u3044\u5fdc\u7b54\u304c\u5f97\u3089\u308c\u307e\u3059\u304c\u3001\u8a08\u7b97\u30ea\u30bd\u30fc\u30b9\u3082\u5927\u304d\u304f\u306a\u308a\u307e\u3059\u3002 \u3053\u306e\u30e2\u30c7\u30eb\u306e\u4eba\u9593\u3089\u3057\u3044\u7279\u6027\u3092\u5411\u4e0a\u3055\u305b\u308b\u305f\u3081\u3001\u30e9\u30de2\u306f\u30a4\u30f3\u30b9\u30c8\u30e9\u30af\u30b7\u30e7\u30f3\u30fb\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u3068\u3001GPT\u3067\u3082\u4f7f\u308f\u308c\u3066\u3044\u308bRLHF\uff08\u4eba\u9593\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u306b\u3088\u308b\u5f37\u5316\u5b66\u7fd2\uff09\u624b\u6cd5\u3092\u4f7f\u3063\u3066\u5fae\u8abf\u6574\u3092\u884c\u3063\u3066\u3044\u308b\u3002<\/p>\n

70B\u306e\u30d1\u30e9\u30e1\u30fc\u30bf\u30fb\u30b5\u30a4\u30ba\u306f\u304b\u306a\u308a\u306e\u3082\u306e\u3060\u304c\u3001\u305d\u308c\u3067\u3082175B\u306e\u30d1\u30e9\u30e1\u30fc\u30bf\u30fb\u30b5\u30a4\u30ba\u3092\u6301\u3064GPT-3.5\u306b\u306f\u53ca\u3070\u306a\u3044\u3002 \u305d\u306e\u7d50\u679c\u3001Llama 2\u306e\u6027\u80fd\u306fGPT-3.5\u306b\u306f\u53ca\u3070\u306a\u3044\u304b\u3082\u3057\u308c\u306a\u3044\u304c\u3001\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u30c6\u30b9\u30c8\u3067\u306f\u3001\u30d1\u30e9\u30e1\u30fc\u30bf\u30b5\u30a4\u30ba\u304c\u5c0f\u3055\u304f\u3066\u3082\u62ee\u6297\u3057\u3066\u3044\u308b\u3053\u3068\u304c\u793a\u3055\u308c\u3066\u3044\u308b\u3002 \u3053\u306e\u9055\u3044\u306b\u3082\u304b\u304b\u308f\u3089\u305a\u3001Llama 2\u306f\u73fe\u5728\u5165\u624b\u53ef\u80fd\u306a\u65e2\u5b58\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u30e2\u30c7\u30eb\u3092\u3059\u3079\u3066\u51cc\u99d5\u3057\u3066\u3044\u308b\u3002<\/p>\n

\u300cRLHF\u306f\u3001<\/em>\u5fae\u8abf\u6574\u3055\u308c\u305f\u8a00\u8a9e\u30e2\u30c7\u30eb\u306b\u9069\u7528\u3055\u308c\u308b\u30e2\u30c7\u30eb\u5b66\u7fd2\u624b\u9806\u3067\u3042\u308b\u3002 \u4eba\u9593\u306e\u55dc\u597d\u3068\u6307\u793a\u306b\u5f93\u3063\u305f\u30e2\u30c7\u30eb\u52d5\u4f5c\u3002\u6211\u3005\u306f\u3001\u7d4c\u9a13\u7684\u306b\u30b5\u30f3\u30d7\u30ea\u30f3\u30b0\u3055\u308c\u305f\u4eba\u9593\u306e\u55dc\u597d\u3092\u8868\u3059\u30c7\u30fc\u30bf\u3092\u53ce\u96c6\u3057\u3001\u305d\u308c\u306b\u3088\u3063\u3066\u4eba\u9593\u306e\u6ce8\u91c8\u8005\u304c2\u3064\u306e\u30e2\u30c7\u30eb\u51fa\u529b\u306e\u3046\u3061\u3069\u3061\u3089\u3092\u597d\u3080\u304b\u3092\u9078\u629e\u3059\u308b\u3002\u3053\u306e\u4eba\u9593\u306e\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u306f\u3001\u305d\u306e\u5f8c\u3001\u5831\u916c\u30e2\u30c7\u30eb\u306e\u8a13\u7df4\u306b\u4f7f\u7528\u3055\u308c\u3001\u4eba\u9593\u306e\u6ce8\u91c8\u8005\u306e\u55dc\u597d\u306e\u30d1\u30bf\u30fc\u30f3\u3092\u5b66\u7fd2\u3057\u3001\u55dc\u597d\u306e\u6c7a\u5b9a\u3092\u81ea\u52d5\u5316\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002”- \u30e1\u30bf\u7814\u7a76\u8ad6\u6587<\/p><\/blockquote>\n

\"\" \"\"<\/p>\n

 <\/p>\n

\u7d50\u8ad6<\/h2>\n

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Cody\u3092<\/a>\u5229\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u4f01\u696d\u306fAI\u306e\u529b\u3092\u6d3b\u7528\u3057\u3001\u30cb\u30fc\u30ba\u306b\u7279\u5316\u3057\u305f\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30ba\u3055\u308c\u305f\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30c8\u306a\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u3092\u4f5c\u6210\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002<\/p>\n

\u30e9\u30de2\u306e\u30e1\u30bf\u7814\u7a76\u8ad6\u6587\u3092\u8aad\u3080\u306b\u306f\u3053\u3053\u3092\u30af\u30ea\u30c3\u30af<\/a>\u3002 \u30e9\u30de2\u3092<\/a>\u8a66\u3059<\/p>\n","protected":false},"excerpt":{"rendered":"

\u8857\u3067\u6700\u3082\u65b0\u3057\u3044LLM\u306f\u5ba3\u4f1d\u306b\u5024\u3059\u308b\u304b\uff1f \u6570\u65e5\u524d\u3001\u30e1\u30bf\u793e\u306f\u30de\u30a4\u30af\u30ed\u30bd\u30d5\u30c8\u793e\u3068\u306e\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u306b\u3088\u308a\u3001LLM\u306e\u6700\u65b0\u30d0\u30fc\u30b8\u30e7\u30f3\u300c\u30e9\u30de2\u300d\u3092\u30ea\u30ea\u30fc\u30b9\u3057\u305f\u3002 LLM\u306e\u5ba3\u4f1d\u6587\u53e5\u3092\u8ffd\u3044\u304b\u3051\u3066\u3044\u308b\u4eba\u306a\u3089\u3001\u3059\u3067\u306b\u8033\u306b\u3057\u305f\u308a\u3001\u65b0\u6a5f\u80fd\u306b\u3064\u3044\u3066\u8aad\u3093\u3060\u308a\u3057\u3066\u3044\u308b\u304b\u3082\u3057\u308c\u306a\u3044\u3002 \u7269\u4e8b\u3092\u5358\u7d14\u5316\u3059\u308b\u305f\u3081\u306b\u3001Llama 2\u304c\u3053\u308c\u307b\u3069\u5927\u8a55\u5224\u306b\u306a\u3063\u3066\u3044\u308b4\u3064\u306e\u7406\u7531\u3068\u3001\u3044\u304f\u3064\u304b\u306e\u6700\u9ad8\u306eLLM\u3068\u306e\u6bd4\u8f03\u3092\u5217\u6319\u3059\u308b\u3002 \u7814\u7a76\u30fb\u5546\u7528\u5229\u7528\u7121\u6599 Llama 2\u304c\u4eba\u3005\u306e\u8208\u5473\u3092\u5f15\u3044\u305f\u5927\u304d\u306a\u7406\u7531\u306e\u3072\u3068\u3064\u306f\u3001\u30e1\u30bf\u793e\u304c\u7279\u5b9a\u306e\u6761\u4ef6\u304c\u3042\u308b\u4e00\u90e8\u306e\u5927\u4f01\u696d\u3092\u9664\u304d\u3001\u307b\u307c\u3059\u3079\u3066\u306e\u4eba\u306b\u5168\u30e2\u30c7\u30eb\u3092\u7121\u6599\u306b\u3057\u305f\u3053\u3068\u3060\u3002 \u3053\u306e\u52d5\u304d\u306f\u3001\u8d77\u696d\u3084\u30b8\u30a7\u30cd\u30ec\u30fc\u30c6\u30a3\u30d6AI\u306e\u4e16\u754c\u3078\u306e\u9032\u51fa\u3092\u8003\u3048\u3066\u3044\u308b\u500b\u4eba\u306b\u30a8\u30ad\u30b5\u30a4\u30c6\u30a3\u30f3\u30b0\u306a\u6a5f\u4f1a\u3092\u63d0\u4f9b\u3059\u308b\u3002 \u4eca\u3053\u305dAI\u306e\u4e16\u754c\u306b\u98db\u3073\u8fbc\u3080\u7d76\u597d\u306e\u6a5f\u4f1a\u3067\u3042\u308a\u3001\u7279\u306b\u3053\u306e\u30ec\u30d9\u30eb\u306e\u8a00\u8a9e\u30e2\u30c7\u30eb\u304c\u81ea\u7531\u306b\u5229\u7528\u3067\u304d\u308b\u306e\u3060\u304b\u3089\u3002 \u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306e\u30e2\u30c7\u30eb\u306f\u3059\u3067\u306b\u8907\u6570\u5b58\u5728\u3057\u3066\u3044\u305f\u304c\u3001\u30e1\u30bf\u793e\u306e\u3088\u3046\u306a\u5927\u4f01\u696d\u304c\u4f5c\u3063\u305f\u3082\u306e\u306f\u306a\u304f\u3001GPT\u306e\u76f4\u63a5\u306e\u7af6\u4e89\u76f8\u624b\u306b\u306f\u306a\u308a\u5f97\u306a\u304b\u3063\u305f\u3002 \u300cBLOOM\uff08Scao\u3089\u30012022\uff09\u3001LLaMa-1\uff08Touvron\u3089\u30012023\uff09\u3001Falcon\uff08Penedo\u3089\u30012023\uff09\u306a\u3069\u3001GPT-3\uff08Brown\u3089\u30012020\uff09\u3084Chinchilla\uff08Hoffmann\u3089\u30012022\uff09\u306e\u3088\u3046\u306a\u30af\u30ed\u30fc\u30ba\u30c9\u306a\u4e8b\u524d\u8a13\u7df4\u3055\u308c\u305f\u7af6\u5408\u306e\u6027\u80fd\u306b\u5339\u6575\u3059\u308b\u4e8b\u524d\u8a13\u7df4\u3055\u308c\u305fLLM\u304c\u516c\u958b\u3055\u308c\u3066\u3044\u307e\u3059\u30012020)\u3084Chinchilla (Hoffmann et al., 2022)\u306e\u3088\u3046\u306a\u30af\u30ed\u30fc\u30ba\u30c9\u306a\u4e8b\u524d\u8a13\u7df4\u3055\u308c\u305f\u7af6\u5408\u306b\u5339\u6575\u3059\u308b\u6027\u80fd\u3092\u6301\u3064\u304c\u3001\u3053\u308c\u3089\u306e\u30e2\u30c7\u30eb\u306e\u3069\u308c\u3082\u304cChatGPT\u3001BARD\u3001Claude\u306e\u3088\u3046\u306a\u30af\u30ed\u30fc\u30ba\u30c9\u306a “\u88fd\u54c1 “LLM\u306e\u4ee3\u66ff\u306b\u306f\u9069\u3057\u3066\u3044\u306a\u3044\u3002”- \u30e1\u30bf\u7814\u7a76\u8ad6\u6587 \u5b89\u5168\u6027 Meta research paper\u3067\u767a\u8868\u3055\u308c\u305f\u5831\u544a\u306b\u3088\u308b\u3068\u3001Llama 2\u306f\u3001\u4ed6\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u30e2\u30c7\u30eb\u3068\u6bd4\u8f03\u3057\u3066\u3001\u6709\u7528\u6027\u3068\u5b89\u5168\u6027\u306e\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3067\u512a\u308c\u305f\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u793a\u3057\u3066\u3044\u308b\u3002 \u3053\u308c\u3089\u306e\u70b9\u3067\u3001ChatGPT\uff087b\u300113b\u300170b\u30e2\u30c7\u30eb\uff09\u3092\u4e0a\u56de\u3063\u3066\u3044\u308b\u3002 \u3057\u304b\u3057\u3001\u3053\u306e\u7814\u7a76\u8ad6\u6587\u306f\u3001\u30e9\u30de2\u4e16\u306b\u6709\u5229\u306a\u504f\u3063\u305f\u30c7\u30fc\u30bf\u304c\u3042\u308b\u53ef\u80fd\u6027\u3092\u8a8d\u3081\u3066\u304a\u308a\u3001\u7d50\u679c\u3092\u89e3\u91c8\u3059\u308b\u969b\u306b\u306f\u305d\u308c\u3092\u8003\u616e\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u3053\u3068\u306b\u6ce8\u610f\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u3002 \u3068\u306f\u3044\u3048\u3001\u305f\u3068\u3048\u30e9\u30de2\u304cChatGPT\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u306b\u8fd1\u3065\u3044\u305f\u3068\u3057\u3066\u3082\u3001\u8cde\u8cdb\u306b\u5024\u3059\u308b\u3002 \u30e9\u30de2\u306e\u5b89\u5168\u6027\u306b\u5bc4\u4e0e\u3059\u308b\u6700\u3082\u91cd\u8981\u306a\u8981\u56e0\u306e\u3072\u3068\u3064\u306f\u3001\u305d\u306e\u30c7\u30fc\u30bf\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u3067\u3042\u308b\u3002 \u3044\u304f\u3064\u304b\u306e\u30e2\u30c7\u30eb\u3068\u306f\u7570\u306a\u308a\u3001Llama 2\u306fOpenAI\u306e\u3088\u3046\u306a\u5916\u90e8\u30b5\u30fc\u30d0\u30fc\u306b\u30c7\u30fc\u30bf\u3092\u9001\u4fe1\u3057\u3066\u5fdc\u7b54\u3092\u53d6\u5f97\u3059\u308b\u5fc5\u8981\u306f\u3042\u308a\u307e\u305b\u3093\u3002 \u3053\u306e\u30e6\u30cb\u30fc\u30af\u306a\u5c5e\u6027\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u30c7\u30fc\u30bf\u3092\u4fdd\u8b77\u3057\u3001\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u3092\u7dad\u6301\u3059\u308b\u306e\u306b\u5f79\u7acb\u3064\u305f\u3081\u3001\u91cd\u8981\u3067\u6a5f\u5bc6\u6027\u306e\u9ad8\u3044\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u3067\u7279\u306b\u4fa1\u5024\u306e\u3042\u308b\u30e2\u30c7\u30eb\u3068\u306a\u3063\u3066\u3044\u308b\u3002 \u30e6\u30fc\u30b6\u30fc\u306f\u3001\u81ea\u5206\u306e\u30a4\u30f3\u30d5\u30e9\u5185\u306b\u30c7\u30fc\u30bf\u3092\u53ce\u3081\u305f\u30d7\u30e9\u30a4\u30d9\u30fc\u30c8\u30b5\u30fc\u30d0\u30fc\u4e0a\u3067\u30e2\u30c7\u30eb\u3092\u5b9f\u884c\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002 \u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9 \u73fe\u5728\u4f7f\u7528\u3055\u308c\u3066\u3044\u308b\u6700\u3082\u4e00\u822c\u7684\u306aLLM\u306f\u3001\u30d6\u30e9\u30c3\u30af\u30dc\u30c3\u30af\u30b9\u3068\u3057\u3066\u52d5\u4f5c\u3057\u3066\u304a\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u305d\u306e\u6a5f\u80fd\u3092\u9650\u5b9a\u7684\u306b\u3057\u304b\u7406\u89e3\u3067\u304d\u306a\u3044\u3002 \u5bfe\u7167\u7684\u306b\u3001\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306e\u30e2\u30c7\u30eb\u306f\u900f\u660e\u306a\u30a2\u30d7\u30ed\u30fc\u30c1\u3092\u63d0\u4f9b\u3057\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u305d\u306e\u5185\u90e8\u69cb\u9020\u3092\u7406\u89e3\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002 \u3053\u306e\u900f\u660e\u6027\u306b\u3088\u3063\u3066\u3001\u30b9\u30d1\u30e0\u3084\u507d\u60c5\u5831\u306e\u751f\u6210\u3068\u3044\u3063\u305f\u8ab2\u984c\u306b\u76f4\u9762\u3059\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b\u306b\u3082\u304b\u304b\u308f\u3089\u305a\u3001\u3053\u306e\u3088\u3046\u306a\u30e2\u30c7\u30eb\u3092\u4f7f\u7528\u3059\u308b\u969b\u306e\u81ea\u4fe1\u3068\u78ba\u4fe1\u304c\u751f\u307e\u308c\u308b\u3002 \u3055\u3089\u306b\u3001\u3053\u308c\u3089\u306e\u30e2\u30c7\u30eb\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u3068\u3057\u3066\u306e\u6027\u8cea\u306f\u3001\u5171\u540c\u4f5c\u696d\u3092\u4fc3\u3057\u3001LLM\u306e\u5206\u91ce\u306b\u304a\u3051\u308b\u7d99\u7d9a\u7684\u306a\u6539\u5584\u3068\u767a\u5c55\u306b\u3064\u306a\u304c\u308b\u3002 \u305d\u306e\u7d50\u679c\u3001\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306e\u30e2\u30c7\u30eb\u306f\u3001\u8a00\u8a9e\u30e2\u30c7\u30eb\u306e\u4e16\u754c\u306e\u9032\u6b69\u3092\u63a8\u9032\u3059\u308b\u4e0a\u3067\u91cd\u8981\u306a\u5f79\u5272\u3092\u679c\u305f\u3057\u3066\u3044\u308b\u3002 \u300c\u305d\u3057\u3066\u3001\u79c1\u305f\u3061\u306f\u305d\u306e\u65b9\u304c\u5b89\u5168\u3060\u3068\u4fe1\u3058\u3066\u3044\u307e\u3059\u3002\u4eca\u65e5\u306eAI\u30e2\u30c7\u30eb\u3078\u306e\u30a2\u30af\u30bb\u30b9\u3092\u30aa\u30fc\u30d7\u30f3\u306b\u3059\u308b\u3068\u3044\u3046\u3053\u3068\u306f\u3001\u958b\u767a\u8005\u3084\u7814\u7a76\u8005\u306e\u4e16\u4ee3\u304c\u3001\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u3068\u3057\u3066\u305d\u308c\u3089\u3092\u30b9\u30c8\u30ec\u30b9\u30c6\u30b9\u30c8\u3057\u3001\u554f\u984c\u3092\u8fc5\u901f\u306b\u7279\u5b9a\u3057\u3001\u89e3\u6c7a\u3067\u304d\u308b\u3053\u3068\u3092\u610f\u5473\u3057\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30c4\u30fc\u30eb\u304c\u4ed6\u306e\u4eba\u3005\u306b\u3088\u3063\u3066\u3069\u306e\u3088\u3046\u306b\u4f7f\u308f\u308c\u3066\u3044\u308b\u304b\u3092\u898b\u308b\u3053\u3068\u3067\u3001\u6211\u3005\u306e\u30c1\u30fc\u30e0\u306f\u5f7c\u3089\u304b\u3089\u5b66\u3073\u3001\u30c4\u30fc\u30eb\u3092\u6539\u5584\u3057\u3001\u8106\u5f31\u6027\u3092\u4fee\u6b63\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002”- \u30e1\u30bf\u30a6\u30a7\u30d6\u30b5\u30a4\u30c8 Llama 2\u306f\u30aa\u30fc\u30d7\u30f3\u30e9\u30a4\u30bb\u30f3\u30b9\u3060\u304c\u3001Meta\u793e\u306f\u5b66\u7fd2\u3055\u305b\u305f\u30c7\u30fc\u30bf\u3092\u307e\u3060\u516c\u958b\u3057\u3066\u3044\u306a\u3044\u3002 Meta\u793e\u306f\u3001Llama 2\u306e\u7814\u7a76\u8ad6\u6587\u306e\u4e2d\u3067\u3001\u300c\u500b\u4eba\u306b\u95a2\u3059\u308b\u500b\u4eba\u60c5\u5831\u304c\u5927\u91cf\u306b\u542b\u307e\u308c\u3066\u3044\u308b\u3053\u3068\u304c\u77e5\u3089\u308c\u3066\u3044\u308b\u7279\u5b9a\u306e\u30b5\u30a4\u30c8\u304b\u3089\u30c7\u30fc\u30bf\u3092\u524a\u9664\u3059\u308b\u52aa\u529b\u3092\u3057\u305f\u300d\u3068\u8ff0\u3079\u3066\u3044\u308b\u304c\u3001\u305d\u306e\u30b5\u30a4\u30c8\u304c\u4f55\u3067\u3042\u308b\u304b\u306f\u8a18\u8f09\u3057\u3066\u3044\u306a\u3044\u3002 \u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9 \u30e9\u30de2\u306e\u30a6\u30a8\u30a4\u30c8\u306f4\u7a2e\u985e\uff1a7B\u300113B\u300134B\u300170B\u3002 \u30a6\u30a7\u30a4\u30c8\u306f\u3001\u30e2\u30c7\u30eb\u304c\u5b66\u7fd2\u3057\u305f\u30d1\u30e9\u30e1\u30fc\u30bf\u306e\u6570\u3092\u8868\u3059\u3002 \u4e00\u822c\u7684\u306b\u3001\u30d1\u30e9\u30e1\u30fc\u30bf\u30b5\u30a4\u30ba\u304c\u5927\u304d\u3044\u307b\u3069\u3001\u3088\u308a\u6b63\u78ba\u3067\u4fe1\u983c\u6027\u306e\u9ad8\u3044\u5fdc\u7b54\u304c\u5f97\u3089\u308c\u307e\u3059\u304c\u3001\u8a08\u7b97\u30ea\u30bd\u30fc\u30b9\u3082\u5927\u304d\u304f\u306a\u308a\u307e\u3059\u3002 \u3053\u306e\u30e2\u30c7\u30eb\u306e\u4eba\u9593\u3089\u3057\u3044\u7279\u6027\u3092\u5411\u4e0a\u3055\u305b\u308b\u305f\u3081\u3001\u30e9\u30de2\u306f\u30a4\u30f3\u30b9\u30c8\u30e9\u30af\u30b7\u30e7\u30f3\u30fb\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u3068\u3001GPT\u3067\u3082\u4f7f\u308f\u308c\u3066\u3044\u308bRLHF\uff08\u4eba\u9593\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u306b\u3088\u308b\u5f37\u5316\u5b66\u7fd2\uff09\u624b\u6cd5\u3092\u4f7f\u3063\u3066\u5fae\u8abf\u6574\u3092\u884c\u3063\u3066\u3044\u308b\u3002 70B\u306e\u30d1\u30e9\u30e1\u30fc\u30bf\u30fb\u30b5\u30a4\u30ba\u306f\u304b\u306a\u308a\u306e\u3082\u306e\u3060\u304c\u3001\u305d\u308c\u3067\u3082175B\u306e\u30d1\u30e9\u30e1\u30fc\u30bf\u30fb\u30b5\u30a4\u30ba\u3092\u6301\u3064GPT-3.5\u306b\u306f\u53ca\u3070\u306a\u3044\u3002 \u305d\u306e\u7d50\u679c\u3001Llama 2\u306e\u6027\u80fd\u306fGPT-3.5\u306b\u306f\u53ca\u3070\u306a\u3044\u304b\u3082\u3057\u308c\u306a\u3044\u304c\u3001\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u30c6\u30b9\u30c8\u3067\u306f\u3001\u30d1\u30e9\u30e1\u30fc\u30bf\u30b5\u30a4\u30ba\u304c\u5c0f\u3055\u304f\u3066\u3082\u62ee\u6297\u3057\u3066\u3044\u308b\u3053\u3068\u304c\u793a\u3055\u308c\u3066\u3044\u308b\u3002 \u3053\u306e\u9055\u3044\u306b\u3082\u304b\u304b\u308f\u3089\u305a\u3001Llama 2\u306f\u73fe\u5728\u5165\u624b\u53ef\u80fd\u306a\u65e2\u5b58\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u30e2\u30c7\u30eb\u3092\u3059\u3079\u3066\u51cc\u99d5\u3057\u3066\u3044\u308b\u3002 \u300cRLHF\u306f\u3001\u5fae\u8abf\u6574\u3055\u308c\u305f\u8a00\u8a9e\u30e2\u30c7\u30eb\u306b\u9069\u7528\u3055\u308c\u308b\u30e2\u30c7\u30eb\u5b66\u7fd2\u624b\u9806\u3067\u3042\u308b\u3002… Read more »<\/a><\/p>\n","protected":false},"author":2,"featured_media":29224,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"inline_featured_image":false,"footnotes":""},"categories":[31],"tags":[],"class_list":["post-29232","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-31"],"acf":[],"yoast_head":"\nLLaMA 2\uff1a\u30e1\u30bf\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9AI\u30e2\u30c7\u30eb<\/title>\n<meta name=\"description\" content=\"LLaMA 2\u306f\u30e1\u30bf\u793e\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9AI\u30e2\u30c7\u30eb\u3067\u3001\u7814\u7a76\u304a\u3088\u3073\u5546\u7528\u5229\u7528\u304c\u81ea\u7531\u306b\u3067\u304d\u308b\u3002 \u30e9\u30de2\u306f\u3001\u3088\u308a\u5f79\u7acb\u3064\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u308b\u3002\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, 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