{"id":10701,"date":"2026-07-13T20:14:47","date_gmt":"2026-07-13T11:14:47","guid":{"rendered":"https:\/\/techmania.jp\/blog\/?p=10701"},"modified":"2026-07-13T20:14:49","modified_gmt":"2026-07-13T11:14:49","slug":"hugging-face","status":"publish","type":"post","link":"https:\/\/techmania.jp\/blog\/hugging-face\/","title":{"rendered":"Hugging Face\u3068\u306f\uff1fAI\u30e2\u30c7\u30eb\u5171\u6709\u306e\u4ed5\u7d44\u307f\u3068\u4f7f\u3044\u65b9\u3092\u89e3\u8aac"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">\u8fd1\u5e74\u3001\u751f\u6210AI\u3084\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff08LLM\uff09\u306e\u666e\u53ca\u306b\u3088\u3063\u3066\u3001AI\u3092\u6d3b\u7528\u3057\u305f\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u3084\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u958b\u767a\u3078\u306e\u6ce8\u76ee\u304c\u6025\u901f\u306b\u9ad8\u307e\u3063\u3066\u3044\u307e\u3059\u3002<br>\u3057\u304b\u3057\u3001\u9ad8\u6027\u80fd\u306aAI\u30e2\u30c7\u30eb\u3092\u4e00\u304b\u3089\u5b66\u7fd2\u30fb\u69cb\u7bc9\u3059\u308b\u306b\u306f\u3001\u591a\u5927\u306a\u8a08\u7b97\u8cc7\u6e90\u3084\u5c02\u9580\u77e5\u8b58\u304c\u5fc5\u8981\u3068\u306a\u308b\u305f\u3081\u3001\u591a\u304f\u306e\u958b\u767a\u8005\u306b\u3068\u3063\u3066\u30cf\u30fc\u30c9\u30eb\u304c\u9ad8\u3044\u3082\u306e\u3067\u3057\u305f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u305d\u3046\u3057\u305f\u4e2d\u3067\u3001\u4e16\u754c\u4e2d\u306eAI\u7814\u7a76\u8005\u3084\u958b\u767a\u8005\u304b\u3089\u652f\u6301\u3092\u96c6\u3081\u3066\u3044\u308b\u306e\u304c\u3001Hugging Face\u3067\u3059\u3002<br>\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001Hugging Face\u306e\u6982\u8981\u3084\u6599\u91d1\u30d7\u30e9\u30f3\u3001\u30e1\u30ea\u30c3\u30c8\u30fb\u30c7\u30e1\u30ea\u30c3\u30c8\u3001\u57fa\u672c\u7684\u306a\u4f7f\u3044\u65b9\u307e\u3067\u8a73\u3057\u304f\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h2 id=\"outline__1\" class=\"wp-block-heading\">Hugging Face\u3068\u306f<\/h2>\n\n\n\n\n<p class=\"wp-block-paragraph\" style=\"margin-top: 10px;\"><img decoding=\"async\" src=\"https:\/\/web-img.rensa.jp.net\/images\/techmania\/thumbnail\/images\/HuggingFace_top.webp\" alt=\"Hugging Face\u306e\u30c8\u30c3\u30d7\u753b\u9762\" loading=\"lazy\"><\/p>\n\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/huggingface.co\/\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">Hugging Face<\/a>\u3068\u306f\u3001AI\u30e2\u30c7\u30eb\u3084\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u516c\u958b\u30fb\u5171\u6709\u30fb\u5229\u7528\u3067\u304d\u308b\u3001\u4e16\u754c\u6700\u5927\u7d1a\u306eAI\u30fb\u6a5f\u68b0\u5b66\u7fd2\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002<br>\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9AI\u306e\u4e2d\u5fc3\u7684\u5b58\u5728\u3068\u306a\u3063\u3066\u304a\u308a\u3001\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\uff08NLP\uff09\u3084\u753b\u50cf\u751f\u6210\u3001\u97f3\u58f0\u8a8d\u8b58\u3001\u753b\u50cf\u5206\u985e\u3001\u52d5\u753b\u51e6\u7406\u3001\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30ebAI\u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u5206\u91ce\u306e\u30e2\u30c7\u30eb\u304c\u516c\u958b\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5143\u3005\u306f\u72ec\u81ea\u306e\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3092\u958b\u767a\u3059\u308b\u4f01\u696d\u3068\u3057\u3066\u30b9\u30bf\u30fc\u30c8\u3057\u307e\u3057\u305f\u304c\u3001\u305d\u306e\u5f8c\u3001\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u30e9\u30a4\u30d6\u30e9\u30ea<a href=\"https:\/\/huggingface.co\/docs\/transformers\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">\u300cTransformers\u300d<\/a>\u3092\u516c\u958b\u3057\u305f\u3053\u3068\u3067\u4e16\u754c\u4e2d\u306e\u958b\u767a\u8005\u304b\u3089\u6ce8\u76ee\u3092\u96c6\u3081\u307e\u3057\u305f\u3002<br>\u73fe\u5728\u3067\u306fMeta\u306eLlama\u30b7\u30ea\u30fc\u30ba\u3084Mistral AI\u3001Google\u306e\u4e00\u90e8\u30e2\u30c7\u30eb\u3001Microsoft\u306e\u30e2\u30c7\u30eb\u306a\u3069\u3001\u591a\u304f\u306e\u4f01\u696d\u3084\u7814\u7a76\u6a5f\u95a2\u304cHugging Face\u4e0a\u3067\u30e2\u30c7\u30eb\u3092\u516c\u958b\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Hugging Face\u6700\u5927\u306e\u7279\u5fb4\u306f\u3001\u5b66\u7fd2\u6e08\u307f\u30e2\u30c7\u30eb\u3092\u8ab0\u3067\u3082\u7c21\u5358\u306b\u5229\u7528\u3067\u304d\u308b\u3053\u3068\u3067\u3059\u3002<br>Hugging Face\u3067\u306f\u3001\u6570\u884c\u306e\u30b3\u30fc\u30c9\u3092\u8a18\u8ff0\u3059\u308b\u3060\u3051\u3067\u591a\u304f\u306e\u30e2\u30c7\u30eb\u3092\u5229\u7528\u3067\u304d\u308b\u3088\u3046\u7d71\u4e00\u3055\u308c\u305f\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u304c\u63d0\u4f9b\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u3001AI\u30e2\u30c7\u30eb\u3092\u5229\u7528\u3059\u308b\u305f\u3081\u306b\u5b66\u7fd2\u6e08\u307f\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u53d6\u5f97\u3057\u305f\u308a\u3001\u63a8\u8ad6\u74b0\u5883\u3092\u69cb\u7bc9\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f8b\u3048\u3070\u3001Python\u304b\u3089Transformers\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u5229\u7528\u3059\u308b\u3068\u3001\u30e2\u30c7\u30eb\u540d\u3092\u6307\u5b9a\u3059\u308b\u3060\u3051\u3067\u81ea\u52d5\u7684\u306b\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3055\u308c\u3001\u30c6\u30ad\u30b9\u30c8\u751f\u6210\u3084\u7ffb\u8a33\u3001\u6587\u7ae0\u8981\u7d04\u3001\u611f\u60c5\u5206\u6790\u306a\u3069\u3092\u3059\u3050\u8a66\u3059\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<br>\u3053\u306e\u624b\u8efd\u3055\u304c\u3001\u591a\u304f\u306eAI\u958b\u767a\u8005\u304b\u3089\u652f\u6301\u3055\u308c\u308b\u7406\u7531\u306e\u4e00\u3064\u3067\u3059\u3002<\/p>\n\n\n\n<h3 id=\"outline__1_1\" class=\"wp-block-heading\">AI\u30fb\u6a5f\u68b0\u5b66\u7fd2\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u300cHugging Face\u300d\u306e\u6982\u8981<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Hugging Face\u306f\u5358\u4e00\u306e\u30b5\u30fc\u30d3\u30b9\u3092\u63d0\u4f9b\u3059\u308b\u3082\u306e\u3067\u306f\u306a\u304f\u3001\u8907\u6570\u306e\u30b5\u30fc\u30d3\u30b9\u30fb\u30e9\u30a4\u30d6\u30e9\u30ea\u304b\u3089\u6210\u308b\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002<br>\u4f7f\u7528\u7528\u9014\u306b\u5408\u308f\u305b\u305f\u6a5f\u80fd\u3084\u74b0\u5883\u3092\u7d44\u307f\u5408\u308f\u305b\u3066\u5229\u7528\u3059\u308b\u3053\u3068\u306b\u3088\u308a\u3001\u3088\u308a\u5feb\u9069\u306b\u4f5c\u696d\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<div style=\"max-width: 900px; margin: 12px 0; font-family: -apple-system, BlinkMacSystemFont, 'Hiragino Kaku Gothic ProN', 'Yu Gothic', sans-serif;\">\n  <div style=\"border-radius: 16px; overflow: hidden; box-shadow: 0 2px 12px rgba(0,0,0,0.08); border: 1px solid #ececec;\">\n    <table style=\"width: 100%; border-collapse: collapse; background: #ffffff;\">\n      <thead>\n        <tr>\n          <th style=\"background: #1e3a9e; color: #ffffff; text-align: center; padding: 18px 16px; font-size: 16px; font-weight: 700; width: 23%;\">\u30b5\u30fc\u30d3\u30b9\u30fb\u6a5f\u80fd<\/th>\n          <th style=\"background: #2f6fd6; color: #ffffff; text-align: center; padding: 18px 16px; font-size: 16px; font-weight: 700; width: 37%;\">\u6982\u8981<\/th>\n          <th style=\"background: #17a8cf; color: #ffffff; text-align: center; padding: 18px 16px; font-size: 16px; font-weight: 700; width: 40%;\">\u4e3b\u306a\u7528\u9014\u30fb\u5f79\u5272<\/th>\n        <\/tr>\n      <\/thead>\n      <tbody>\n        <tr style=\"border-bottom: 1px solid #ececec;\">\n          <td style=\"padding: 18px 16px; font-weight: 700; font-size: 15px; color: #1a1a1a; vertical-align: middle; border-right: 1px solid #ececec;\">Hugging Face Hub<\/td>\n          <td style=\"padding: 18px 16px; font-size: 15px; color: #333333; vertical-align: middle; border-right: 1px solid #ececec;\">AI\u30e2\u30c7\u30eb\u30fb\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u30fb\u30a2\u30d7\u30ea\u3092\u4e00\u5143\u7ba1\u7406\u3059\u308b\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/td>\n          <td style=\"padding: 18px 16px; font-size: 15px; color: #333333; vertical-align: middle;\">\u30e2\u30c7\u30eb\u3084\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u516c\u958b\u30fb\u5171\u6709\u30fb\u691c\u7d22<\/td>\n        <\/tr>\n        <tr style=\"border-bottom: 1px solid #ececec;\">\n          <td style=\"padding: 18px 16px; font-weight: 700; font-size: 15px; color: #1a1a1a; vertical-align: middle; border-right: 1px solid #ececec;\">Models<\/td>\n          <td style=\"padding: 18px 16px; font-size: 15px; color: #333333; vertical-align: middle; border-right: 1px solid #ececec;\">\u4e16\u754c\u4e2d\u306e\u958b\u767a\u8005\u304c\u516c\u958b\u3057\u305f\u5b66\u7fd2\u6e08\u307fAI\u30e2\u30c7\u30eb\u3092\u5229\u7528\u3067\u304d\u308b\u6a5f\u80fd<\/td>\n          <td style=\"padding: 18px 16px; font-size: 15px; color: #333333; vertical-align: middle;\">\u30c6\u30ad\u30b9\u30c8\u751f\u6210\u3001\u7ffb\u8a33\u3001\u753b\u50cf\u751f\u6210\u3001\u97f3\u58f0\u8a8d\u8b58\u306a\u3069<\/td>\n        <\/tr>\n        <tr style=\"border-bottom: 1px solid #ececec;\">\n          <td style=\"padding: 18px 16px; font-weight: 700; font-size: 15px; color: #1a1a1a; vertical-align: middle; border-right: 1px solid #ececec;\">Datasets<\/td>\n          <td style=\"padding: 18px 16px; font-size: 15px; color: #333333; vertical-align: middle; border-right: 1px solid #ececec;\">\u6a5f\u68b0\u5b66\u7fd2\u7528\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u516c\u958b\u30fb\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3067\u304d\u308b\u6a5f\u80fd<\/td>\n          <td style=\"padding: 18px 16px; font-size: 15px; color: #333333; vertical-align: middle;\">\u30e2\u30c7\u30eb\u306e\u5b66\u7fd2\u3084\u8a55\u4fa1\u306b\u5229\u7528<\/td>\n        <\/tr>\n        <tr style=\"border-bottom: 1px solid #ececec;\">\n          <td style=\"padding: 18px 16px; font-weight: 700; font-size: 15px; color: #1a1a1a; vertical-align: middle; border-right: 1px solid #ececec;\">Spaces<\/td>\n          <td style=\"padding: 18px 16px; font-size: 15px; color: #333333; vertical-align: middle; border-right: 1px solid #ececec;\">AI\u30a2\u30d7\u30ea\u3092\u30d6\u30e9\u30a6\u30b6\u4e0a\u3067\u516c\u958b\u30fb\u5b9f\u884c\u3067\u304d\u308b\u74b0\u5883<\/td>\n          <td style=\"padding: 18px 16px; font-size: 15px; color: #333333; vertical-align: middle;\">\u30c7\u30e2\u30a2\u30d7\u30ea\u3084Web\u30a2\u30d7\u30ea\u306e\u516c\u958b\u30fb\u5171\u6709<\/td>\n        <\/tr>\n        <tr style=\"border-bottom: 1px solid #ececec;\">\n          <td style=\"padding: 18px 16px; font-weight: 700; font-size: 15px; color: #1a1a1a; vertical-align: middle; border-right: 1px solid #ececec;\">Transformers<\/td>\n          <td style=\"padding: 18px 16px; font-size: 15px; color: #333333; vertical-align: middle; border-right: 1px solid #ececec;\">\u5b66\u7fd2\u6e08\u307f\u30e2\u30c7\u30eb\u3092\u7c21\u5358\u306b\u5229\u7528\u3067\u304d\u308bPython\u30e9\u30a4\u30d6\u30e9\u30ea<\/td>\n          <td style=\"padding: 18px 16px; font-size: 15px; color: #333333; vertical-align: middle;\">LLM\u3084BERT\u306a\u3069\u3092\u6570\u884c\u306e\u30b3\u30fc\u30c9\u3067\u5b9f\u88c5<\/td>\n        <\/tr>\n        <tr style=\"border-bottom: 1px solid #ececec;\">\n          <td style=\"padding: 18px 16px; font-weight: 700; font-size: 15px; color: #1a1a1a; vertical-align: middle; border-right: 1px solid #ececec;\">Diffusers<\/td>\n          <td style=\"padding: 18px 16px; font-size: 15px; color: #333333; vertical-align: middle; border-right: 1px solid #ececec;\">\u62e1\u6563\u30e2\u30c7\u30eb\uff08Diffusion Model\uff09\u3092\u6271\u3046\u305f\u3081\u306e\u30e9\u30a4\u30d6\u30e9\u30ea<\/td>\n          <td style=\"padding: 18px 16px; font-size: 15px; color: #333333; vertical-align: middle;\">Stable Diffusion\u306a\u3069\u306e\u753b\u50cf\u751f\u6210AI\u306e\u5229\u7528<\/td>\n        <\/tr>\n        <tr style=\"border-bottom: 1px solid #ececec;\">\n          <td style=\"padding: 18px 16px; font-weight: 700; font-size: 15px; color: #1a1a1a; vertical-align: middle; border-right: 1px solid #ececec;\">Inference Providers<br>Inference Endpoints<\/td>\n          <td style=\"padding: 18px 16px; font-size: 15px; color: #333333; vertical-align: middle; border-right: 1px solid #ececec;\">\u30e2\u30c7\u30eb\u3092API\u7d4c\u7531\u3067\u5b9f\u884c\u3067\u304d\u308b\u63a8\u8ad6\u30b5\u30fc\u30d3\u30b9<\/td>\n          <td style=\"padding: 18px 16px; font-size: 15px; color: #333333; vertical-align: middle;\">AI\u6a5f\u80fd\u3092\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3078\u7d44\u307f\u8fbc\u3080<\/td>\n        <\/tr>\n        <tr>\n          <td style=\"padding: 18px 16px; font-weight: 700; font-size: 15px; color: #1a1a1a; vertical-align: middle; border-right: 1px solid #ececec;\">Community<\/td>\n          <td style=\"padding: 18px 16px; font-size: 15px; color: #333333; vertical-align: middle; border-right: 1px solid #ececec;\">\u30e2\u30c7\u30eb\u306e\u8a55\u4fa1\u3084\u8cea\u554f\u3001\u60c5\u5831\u4ea4\u63db\u304c\u3067\u304d\u308b\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u6a5f\u80fd<\/td>\n          <td style=\"padding: 18px 16px; font-size: 15px; color: #333333; vertical-align: middle;\">\u6280\u8853\u5171\u6709\u3001\u5171\u540c\u958b\u767a\u3001\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af<\/td>\n        <\/tr>\n      <\/tbody>\n    <\/table>\n  <\/div>\n<\/div>\n\n\n\n<h3 id=\"outline__1_2\" class=\"wp-block-heading\">\u300cHugging Face Hub\u300d\u306e\u4ed5\u7d44\u307f\u3068\u5f79\u5272<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Hugging Face\u306e\u6700\u3082\u4e2d\u5fc3\u3068\u306a\u308b\u30b5\u30fc\u30d3\u30b9\u304c\u3001\u300cHugging Face Hub\u300d\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Hugging Face Hub\u3067\u306f\u3001200\u4e07\u4ee5\u4e0a\u306eAI\u30e2\u30c7\u30eb\u3084150\u4e07\u4ee5\u4e0a\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3001\u30c7\u30e2\u30a2\u30d7\u30ea\u306a\u3069\u304c\u5171\u6709\u3055\u308c\u3066\u304a\u308a\u3001\u305d\u308c\u3089\u3092\u691c\u7d22\u3057\u3066\u5229\u7528\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<br>\u8a00\u308f\u3070\u3001AI\u7248GitHub\u3068\u547c\u3079\u308b\u30b5\u30fc\u30d3\u30b9\u3092\u63d0\u4f9b\u3057\u3066\u3044\u308b\u306e\u304c\u3001Hugging Face Hub\u306e\u7279\u5fb4\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Hub\u3067\u306f\u3001\u4e3b\u306b\u4ee5\u4e0b\u306e\u6a5f\u80fd\u304c\u63d0\u4f9b\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>AI\u30e2\u30c7\u30eb\u306e\u516c\u958b\u30fb\u5171\u6709\uff08Models\uff09<\/li>\n\n\n\n<li>\u5b66\u7fd2\u7528\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u516c\u958b\u30fb\u5171\u6709\uff08Datasets\uff09<\/li>\n\n\n\n<li>AI\u30a2\u30d7\u30ea\u306e\u516c\u958b\u30fb\u5171\u6709\uff08Spaces\uff09<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u30e2\u30c7\u30eb\u3084\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306b\u306f\u30d0\u30fc\u30b8\u30e7\u30f3\u7ba1\u7406\u6a5f\u80fd\u304c\u3042\u308a\u3001Git\u306b\u3088\u308b\u5c65\u6b74\u7ba1\u7406\u3082\u5229\u7528\u3067\u304d\u307e\u3059\u3002<br>\u305d\u306e\u305f\u3081\u3001\u7814\u7a76\u7528\u9014\u3060\u3051\u3067\u306a\u304f\u4f01\u696d\u306b\u304a\u3051\u308b\u30e2\u30c7\u30eb\u904b\u7528\u306b\u3082\u5bfe\u5fdc\u3057\u3084\u3059\u304f\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u307e\u305f\u3001\u305d\u308c\u305e\u308c <a href=\"https:\/\/huggingface.co\/docs\/hub\/model-cards\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">\u300cModel Cards\u300d<\/a> <a href=\"https:\/\/huggingface.co\/docs\/hub\/datasets-cards\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">\u300cDataset Cards\u300d<\/a> \u3068\u547c\u3070\u308c\u308b\u60c5\u5831\u63d0\u4f9b\u30d5\u30a1\u30a4\u30eb\u304c\u542b\u307e\u308c\u3066\u304a\u308a\u3001\u4f7f\u7528\u65b9\u6cd5\u3084\u7528\u9014\u3001\u30e9\u30a4\u30bb\u30f3\u30b9\u3001\u5229\u7528\u4e0a\u306e\u6ce8\u610f\u70b9\u3001\u6027\u80fd\u8a55\u4fa1\u306a\u3069\u304c\u8a73\u3057\u304f\u8a18\u8f09\u3055\u308c\u3066\u3044\u307e\u3059\u3002<br>\u5358\u306b\u30e2\u30c7\u30eb\u3092\u516c\u958b\u3059\u308b\u3060\u3051\u3067\u306a\u304f\u3001\u900f\u660e\u6027\u3092\u78ba\u4fdd\u3059\u308b\u4ed5\u7d44\u307f\u304c\u6574\u3048\u3089\u308c\u3066\u3044\u308b\u70b9\u3082\u7279\u5fb4\u306e1\u3064\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3055\u3089\u306b\u3001Hub\u306b\u306fAPI\u7d4c\u7531\u3067\u30a2\u30af\u30bb\u30b9\u3067\u304d\u308b\u305f\u3081\u3001\u81ea\u793e\u30b5\u30fc\u30d3\u30b9\u304b\u3089\u76f4\u63a5\u30e2\u30c7\u30eb\u3092\u53d6\u5f97\u3057\u305f\u308a\u3001\u81ea\u52d5\u30c7\u30d7\u30ed\u30a4\u3092\u884c\u3063\u305f\u308a\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5404\u6a5f\u80fd\u306e\u8a73\u7d30\u306b\u3064\u3044\u3066\u306f\u3001<a href=\"https:\/\/huggingface.co\/docs\/hub\/main\/en\/index#hugging-face-hub-documentation\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">\u300cHugging Face Hub\u300d\u516c\u5f0f\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8<\/a>\u3067\u78ba\u8a8d\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n<h3 id=\"outline__1_3\" class=\"wp-block-heading\">Hugging Face\u304c\u6ce8\u76ee\u3055\u308c\u308b\u80cc\u666f\u3068\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u306e\u91cd\u8981\u6027<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd1\u5e74\u3001AI\u958b\u767a\u3067\u306f\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u5316\u304c\u6025\u901f\u306b\u9032\u3093\u3067\u3044\u307e\u3059\u3002<br>\u4ee5\u524d\u306f\u3001\u9ad8\u6027\u80fd\u306aAI\u30e2\u30c7\u30eb\u306f\u4e00\u90e8\u306e\u5927\u4f01\u696d\u3057\u304b\u6271\u3048\u307e\u305b\u3093\u3067\u3057\u305f\u304c\u3001\u73fe\u5728\u3067\u306fMeta\u306eLlama\u30b7\u30ea\u30fc\u30ba\u3092\u306f\u3058\u3081\u3001\u4e2d\u30fb\u5c0f\u4f01\u696d\u3084\u500b\u4eba\u958b\u767a\u3067\u3082\u5229\u7528\u53ef\u80fd\u306a\u9ad8\u6027\u80fd\u30e2\u30c7\u30eb\u304c\u591a\u304f\u516c\u958b\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u305d\u3057\u3066\u3001\u305d\u306e\u516c\u958b\u5148\u3068\u3057\u3066\u6700\u3082\u5229\u7528\u3055\u308c\u3066\u3044\u308b\u306e\u304c\u3001Hugging Face\u3067\u3059\u3002<br>Hugging Face\u306b\u306f\u4e16\u754c\u4e2d\u306e\u7814\u7a76\u8005\u3084\u30a8\u30f3\u30b8\u30cb\u30a2\u304c\u53c2\u52a0\u3057\u3066\u304a\u308a\u3001\u65b0\u3057\u3044\u30e2\u30c7\u30eb\u304c\u516c\u958b\u3055\u308c\u308b\u305f\u3073\u306b\u6539\u826f\u7248\u3084\u6d3e\u751f\u30e2\u30c7\u30eb\u304c\u4f5c\u6210\u3055\u308c\u308b\u306a\u3069\u3001\u975e\u5e38\u306b\u6d3b\u767a\u306a\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u304c\u5f62\u6210\u3055\u308c\u3066\u3044\u307e\u3059\u3002<br>\u5404\u30e2\u30c7\u30eb\u306b\u306f\u30b3\u30e1\u30f3\u30c8\u6b04\u3084Discussion\u6a5f\u80fd\u3082\u5099\u308f\u3063\u3066\u3044\u308b\u305f\u3081\u3001\u4e0d\u5177\u5408\u306e\u5831\u544a\u3084\u6539\u5584\u63d0\u6848\u3001\u4f7f\u3044\u65b9\u306e\u5171\u6709\u306a\u3069\u304c\u65e5\u3005\u884c\u308f\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u3046\u3057\u305f\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u4e3b\u5c0e\u306e\u958b\u767a\u6587\u5316\u306b\u3088\u3063\u3066\u3001\u65b0\u3057\u3044AI\u6280\u8853\u304c\u7d20\u65e9\u304f\u5e83\u307e\u308a\u3001\u591a\u304f\u306e\u958b\u767a\u8005\u304c\u6069\u6075\u3092\u53d7\u3051\u3089\u308c\u308b\u74b0\u5883\u304c\u69cb\u7bc9\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u3001Hugging Face\u306f\u7279\u306b\u591a\u304f\u306e\u4eba\u6c17\u3092\u96c6\u3081\u308b\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3068\u3057\u3066\u6ce8\u76ee\u3055\u308c\u3066\u3044\u308b\u306e\u3067\u3059\u3002<\/p>\n\n\n\n<h2 id=\"outline__2\" class=\"wp-block-heading\">Hugging Face Spaces\u3068\u306f<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/huggingface.co\/docs\/hub\/spaces\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">Hugging Face Spaces<\/a>\u3068\u306f\u3001AI\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u30d6\u30e9\u30a6\u30b6\u4e0a\u3067\u516c\u958b\u30fb\u5b9f\u884c\u3067\u304d\u308b\u30db\u30b9\u30c6\u30a3\u30f3\u30b0\u30b5\u30fc\u30d3\u30b9\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u901a\u5e38\u3001AI\u30a2\u30d7\u30ea\u3092\u516c\u958b\u3059\u308b\u306b\u306fWeb\u30b5\u30fc\u30d0\u30fc\u3084\u30af\u30e9\u30a6\u30c9\u74b0\u5883\u3092\u69cb\u7bc9\u3057\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u30c7\u30d7\u30ed\u30a4\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<br>\u3057\u304b\u3057Spaces\u3067\u306f\u3001GitHub\u306e\u3088\u3046\u306b\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u3092\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3059\u308b\u3060\u3051\u3067\u3001\u30a2\u30d7\u30ea\u3092\u516c\u958b\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h3 id=\"outline__2_1\" class=\"wp-block-heading\">\u30d6\u30e9\u30a6\u30b6\u4e0a\u3067AI\u30a2\u30d7\u30ea\u3092\u52d5\u304b\u305b\u308b\u74b0\u5883\u300cSpaces\u300d\u306e\u4ed5\u7d44\u307f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Spaces\u306b\u516c\u958b\u3059\u308b\u30a2\u30d7\u30ea\u306f\u305d\u308c\u305e\u308c\u3001\u30e2\u30c7\u30eb\u3084\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3068\u540c\u69d8\u306b\u5c02\u7528\u306e\u30ea\u30dd\u30b8\u30c8\u30ea\u3067\u7ba1\u7406\u3055\u308c\u307e\u3059\u3002<br>\u30ea\u30dd\u30b8\u30c8\u30ea\u306b\u65b0\u3057\u3044\u30b3\u30df\u30c3\u30c8\u304c\u30d7\u30c3\u30b7\u30e5\u3055\u308c\u308b\u5ea6\u306b\u3001\u81ea\u52d5\u3067\u30d3\u30eb\u30c9\u3068\u30c7\u30d7\u30ed\u30a4\u304c\u884c\u308f\u308c\u308b\u305f\u3081\u3001\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u3092\u66f4\u65b0\u3059\u308b\u3060\u3051\u3067\u30a2\u30d7\u30ea\u306e\u516c\u958b\u304c\u5b8c\u4e86\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Spaces\u3067\u306f\u73fe\u5728\u3001\u4ee5\u4e0b\u306e3\u3064\u306eSDK\u30aa\u30d7\u30b7\u30e7\u30f3\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Gradio<\/li>\n\n\n\n<li>Docker<\/li>\n\n\n\n<li>static HTML<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u7279\u306b\u3001Spaces\u3068Gradio\u3068\u306e\u76f8\u6027\u306f\u975e\u5e38\u306b\u826f\u304f\u3001\u6570\u5341\u884c\u7a0b\u5ea6\u306ePython\u30b3\u30fc\u30c9\u3092\u66f8\u304f\u3060\u3051\u3067\u3001\u753b\u50cf\u751f\u6210\u3084\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3001\u7ffb\u8a33\u30c4\u30fc\u30eb\u3001\u97f3\u58f0\u8a8d\u8b58\u30a2\u30d7\u30ea\u306a\u3069\u3092\u7c21\u5358\u306b\u30d6\u30e9\u30a6\u30b6\u304b\u3089\u5229\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<br>\u307e\u305f\u3001Docker\u3092\u5229\u7528\u3059\u308b\u3053\u3068\u306b\u3088\u308a\u3001Gradio\u4ee5\u5916\u306e\u4efb\u610f\u306e\u30c4\u30fc\u30eb\u3084\u74b0\u5883\u3092\u30c7\u30d7\u30ed\u30a4\u3059\u308b\u3053\u3068\u3082\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u516c\u958b\u3055\u308c\u305f\u30a2\u30d7\u30ea\u306b\u306f\u5c02\u7528URL\u304c\u5272\u308a\u5f53\u3066\u3089\u308c\u3066\u304a\u308a\u3001\u8ab0\u3067\u3082\u30d6\u30e9\u30a6\u30b6\u304b\u3089\u30a2\u30af\u30bb\u30b9\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<br>\u305d\u306e\u305f\u3081\u3001AI\u30e2\u30c7\u30eb\u306e\u52d5\u4f5c\u78ba\u8a8d\u3084\u30dd\u30fc\u30c8\u30d5\u30a9\u30ea\u30aa\u3001\u6280\u8853\u30c7\u30e2\u3001\u7814\u7a76\u6210\u679c\u306e\u5171\u6709\u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u7528\u9014\u3067\u5229\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f8b\u3048\u3070\u3001\u4ee5\u4e0b\u306f\u5b9f\u969b\u306bSpaces\u3067\u516c\u958b\u3055\u308c\u3066\u3044\u308b\u30a2\u30d7\u30ea\u306e1\u3064\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n\n<p class=\"wp-block-paragraph\" style=\"margin-top: 12px;\"><a href=\"https:\/\/huggingface.co\/spaces\/selfit-camera\/Omni-Image-Editor\"><img decoding=\"async\" src=\"https:\/\/web-img.rensa.jp.net\/images\/techmania\/thumbnail\/images\/Omni_image_Editor.webp\" alt=\"Omni Editor 2.0\u306e\u753b\u9762\" loading=\"lazy\"\/><\/a><br>\u51fa\u5178\uff1a<a href=\"https:\/\/huggingface.co\/spaces\/selfit-camera\/Omni-Image-Editor\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">Omni-Image-Editor<\/a><\/p>\n\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u306e\u4ed6\u306b\u3082\u3001\u6570\u591a\u304f\u306e\u30a2\u30d7\u30ea\u304cSpaces\u306b\u516c\u958b\u3055\u308c\u3066\u304a\u308a\u3001\u30a2\u30ab\u30a6\u30f3\u30c8\u4e0d\u8981\u3067\u64cd\u4f5c\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u307e\u305f\u3001Spaces\u306f\u30c7\u30d5\u30a9\u30eb\u30c8\u3067GPU\u74b0\u5883\u3082\u7528\u610f\u3057\u3066\u3044\u307e\u3059\u3002<br>\u57fa\u672c\u306f\u7121\u6599\u3067\u5229\u7528\u53ef\u80fd\u3067\u3059\u304c\u3001\u6709\u6599\u30aa\u30d7\u30b7\u30e7\u30f3\u3078\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u3059\u308b\u3053\u3068\u306b\u3088\u308a\u3001\u3088\u308a\u9ad8\u6027\u80fd\u306aGPU\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3092\u5229\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u30ed\u30fc\u30ab\u30eb\u74b0\u5883\u306bGPU\u304c\u306a\u304f\u3066\u3082\u3001\u9ad8\u6027\u80fd\u306aAI\u30e2\u30c7\u30eb\u3092\u52d5\u304b\u305b\u308b\u70b9\u306f\u5927\u304d\u306a\u9b45\u529b\u306e1\u3064\u3067\u3059\u3002<\/p>\n\n\n\n<h3 id=\"outline__2_2\" class=\"wp-block-heading\">\u306a\u305c\u300cSpaces\u300d\u306f\u591a\u304f\u306eAI\u958b\u767a\u8005\u306b\u9078\u3070\u308c\u3066\u3044\u308b\u306e\u304b<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Spaces\u304c\u5e83\u304f\u5229\u7528\u3055\u308c\u3066\u3044\u308b\u5927\u304d\u306a\u7406\u7531\u306f\u3001AI\u30e2\u30c7\u30eb\u306e\u516c\u958b\u304b\u3089\u30c7\u30e2\u4f5c\u6210\u307e\u3067\u3092\u4e00\u3064\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u4e0a\u3067\u5b8c\u7d50\u3067\u304d\u308b\u3053\u3068\u306b\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u901a\u5e38\u3001AI\u30a2\u30d7\u30ea\u3092\u4f5c\u6210\u3057\u3066\u516c\u958b\u3057\u3088\u3046\u3068\u3059\u308b\u5834\u5408\u3001\u30e2\u30c7\u30eb\u3092\u516c\u958b\u3059\u308b\u30b5\u30fc\u30d3\u30b9\u3001\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u3092\u7ba1\u7406\u3059\u308b\u30b5\u30fc\u30d3\u30b9\u3001\u30c7\u30e2\u3092\u516c\u958b\u3059\u308b\u30b5\u30fc\u30d0\u30fc\u3092\u5225\u3005\u306b\u7528\u610f\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<br>\u4e00\u65b9\u3001Hugging Face\u306e\u5834\u5408\u306f\u3053\u308c\u3089\u3092\u4e00\u5143\u7ba1\u7406\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3055\u3089\u306b\u3001Hub\u4e0a\u306e\u30e2\u30c7\u30eb\u3092\u305d\u306e\u307e\u307eSpaces\u3067\u5229\u7528\u3067\u304d\u308b\u305f\u3081\u3001\u30e2\u30c7\u30eb\u306e\u66f4\u65b0\u3082\u5bb9\u6613\u306b\u5b9f\u884c\u3067\u304d\u307e\u3059\u3002<br>\u30ea\u30dd\u30b8\u30c8\u30ea\u306b\u5909\u66f4\u3092\u53cd\u6620\u3059\u308b\u3068\u81ea\u52d5\u7684\u306b\u518d\u30c7\u30d7\u30ed\u30a4\u3055\u308c\u308b\u4ed5\u7d44\u307f\u306e\u305f\u3081\u3001\u7d99\u7d9a\u7684\u306a\u6539\u5584\u304c\u3057\u3084\u3059\u3044\u306e\u3082\u30dd\u30a4\u30f3\u30c8\u306e1\u3064\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u306e\u3088\u3046\u306a\u958b\u767a\u52b9\u7387\u306e\u9ad8\u3055\u304b\u3089\u3001\u500b\u4eba\u958b\u767a\u8005\u3060\u3051\u3067\u306a\u304f\u3001\u4f01\u696d\u3084\u7814\u7a76\u6a5f\u95a2\u3067\u3082\u5e83\u304f\u63a1\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h2 id=\"outline__3\" class=\"wp-block-heading\">Hugging Face\u306e\u6599\u91d1\u30d7\u30e9\u30f3<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Hugging Face\u306f\u57fa\u672c\u6a5f\u80fd\u306e\u591a\u304f\u3092\u7121\u6599\u3067\u5229\u7528\u3067\u304d\u307e\u3059\u304c\u3001\u6709\u6599\u30d7\u30e9\u30f3\u3084\u4e00\u90e8\u6a5f\u80fd\u306b\u304a\u3051\u308b\u8ab2\u91d1\u8981\u7d20\u3082\u5099\u308f\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<div style=\"max-width: 900px; margin: 12px 0; font-family: -apple-system, BlinkMacSystemFont, 'Hiragino Kaku Gothic ProN', 'Yu Gothic', sans-serif;\">\n  <div style=\"border-radius: 16px; overflow: hidden; box-shadow: 0 2px 12px rgba(0,0,0,0.08); border: 1px solid #ececec;\">\n    <table style=\"width: 100%; border-collapse: collapse; background: #ffffff;\">\n      <thead>\n        <tr>\n          <th style=\"background: #1e3a9e; color: #ffffff; text-align: center; padding: 16px; font-size: 15px; font-weight: 700; width: 28%;\">\u30d7\u30e9\u30f3\u30fb\u30b5\u30fc\u30d3\u30b9<\/th>\n          <th style=\"background: #2f6fd6; color: #ffffff; text-align: center; padding: 16px; font-size: 15px; font-weight: 700; width: 26%;\">\u6599\u91d1<\/th>\n          <th style=\"background: #17a8cf; color: #ffffff; text-align: center; padding: 16px; font-size: 15px; font-weight: 700; width: 46%;\">\u5185\u5bb9<\/th>\n        <\/tr>\n      <\/thead>\n      <tbody>\n        <tr>\n          <td colspan=\"3\" style=\"background: #eaf3fc; padding: 10px 16px; font-size: 14px; font-weight: 700; color: #1450c9;\">\u25a0 \u30b5\u30d6\u30b9\u30af\u30ea\u30d7\u30b7\u30e7\u30f3<\/td>\n        <\/tr>\n        <tr style=\"border-bottom: 1px solid #ececec;\">\n          <td style=\"padding: 16px; font-weight: 700; font-size: 15px; color: #1a1a1a; vertical-align: middle; border-right: 1px solid #ececec;\">Free (Hugging Face Hub)<\/td>\n          <td style=\"padding: 16px; font-size: 15px; font-weight: 700; color: #1450c9; text-align: center; vertical-align: middle; border-right: 1px solid #ececec;\">\u7121\u6599<\/td>\n          <td style=\"padding: 16px; font-size: 15px; color: #333333; vertical-align: middle;\">\u57fa\u672c\u6a5f\u80fd\u304c\u5229\u7528\u53ef\u80fd<\/td>\n        <\/tr>\n        <tr style=\"border-bottom: 1px solid #ececec;\">\n          <td style=\"padding: 16px; font-weight: 700; font-size: 15px; color: #1a1a1a; vertical-align: middle; border-right: 1px solid #ececec;\">Pro Account<\/td>\n          <td style=\"padding: 16px; font-size: 15px; font-weight: 700; color: #1450c9; text-align: center; vertical-align: middle; border-right: 1px solid #ececec;\">$9\/\u6708<\/td>\n          <td style=\"padding: 16px; font-size: 15px; color: #333333; vertical-align: middle;\">GPU\u5229\u7528\u67a0\u5897\u52a0\u30fb\u9ad8\u901f\u30ad\u30e5\u30fc<br>Pro\u30d0\u30c3\u30b8\u8868\u793a\u306a\u3069<\/td>\n        <\/tr>\n        <tr style=\"border-bottom: 1px solid #ececec;\">\n          <td style=\"padding: 16px; font-weight: 700; font-size: 15px; color: #1a1a1a; vertical-align: middle; border-right: 1px solid #ececec;\">Team<\/td>\n          <td style=\"padding: 16px; font-size: 15px; font-weight: 700; color: #1450c9; text-align: center; vertical-align: middle; border-right: 1px solid #ececec;\">$20\/\u30e6\u30fc\u30b6\u30fc\/\u6708<\/td>\n          <td style=\"padding: 16px; font-size: 15px; color: #333333; vertical-align: middle;\">\u30c1\u30fc\u30e0\u5411\u3051\u30d7\u30e9\u30f3<br>\u76e3\u67fb\u30ed\u30b0\u30fbSSO\u30b5\u30dd\u30fc\u30c8\u306a\u3069<\/td>\n        <\/tr>\n        <tr style=\"border-bottom: 1px solid #ececec;\">\n          <td style=\"padding: 16px; font-weight: 700; font-size: 15px; color: #1a1a1a; vertical-align: middle; border-right: 1px solid #ececec;\">Enterprise<\/td>\n          <td style=\"padding: 16px; font-size: 15px; font-weight: 700; color: #1450c9; text-align: center; vertical-align: middle; border-right: 1px solid #ececec;\">$50~\/\u30e6\u30fc\u30b6\u30fc\/\u6708<\/td>\n          <td style=\"padding: 16px; font-size: 15px; color: #333333; vertical-align: middle;\">\u6cd5\u4eba\u5411\u3051\u30d7\u30e9\u30f3<br>\u5c02\u4efb\u30b5\u30dd\u30fc\u30c8\u30fb\u9ad8\u5ea6\u306a\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3<\/td>\n        <\/tr>\n        <tr>\n          <td colspan=\"3\" style=\"background: #fdf1e8; padding: 10px 16px; font-size: 14px; font-weight: 700; color: #d9822b;\">\u25a0 \u5f93\u91cf\u8ab2\u91d1\u30b5\u30fc\u30d3\u30b9<\/td>\n        <\/tr>\n        <tr style=\"border-bottom: 1px solid #ececec;\">\n          <td style=\"padding: 16px; font-weight: 700; font-size: 15px; color: #1a1a1a; vertical-align: middle; border-right: 1px solid #ececec;\">Spaces Hardware<\/td>\n          <td style=\"padding: 16px; font-size: 15px; font-weight: 700; color: #d9822b; text-align: center; vertical-align: middle; border-right: 1px solid #ececec;\">$0~23.5\/\u6642\u9593<\/td>\n          <td style=\"padding: 16px; font-size: 15px; color: #333333; vertical-align: middle;\">GPU\u30fbCPU\u74b0\u5883<\/td>\n        <\/tr>\n        <tr style=\"border-bottom: 1px solid #ececec;\">\n          <td style=\"padding: 16px; font-weight: 700; font-size: 15px; color: #1a1a1a; vertical-align: middle; border-right: 1px solid #ececec;\">Inference Endpoints<\/td>\n          <td style=\"padding: 16px; font-size: 15px; font-weight: 700; color: #d9822b; text-align: center; vertical-align: middle; border-right: 1px solid #ececec;\">$0.03~\/\u6642\u9593<\/td>\n          <td style=\"padding: 16px; font-size: 15px; color: #333333; vertical-align: middle;\">API\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8<\/td>\n        <\/tr>\n        <tr>\n          <td style=\"padding: 16px; font-weight: 700; font-size: 15px; color: #1a1a1a; vertical-align: middle; border-right: 1px solid #ececec;\">Storage<\/td>\n          <td style=\"padding: 16px; font-size: 15px; font-weight: 700; color: #d9822b; text-align: center; vertical-align: middle; border-right: 1px solid #ececec;\">$8~12<\/td>\n          <td style=\"padding: 16px; font-size: 15px; color: #333333; vertical-align: middle;\">\u6c38\u7d9a\u30b9\u30c8\u30ec\u30fc\u30b8<\/td>\n        <\/tr>\n      <\/tbody>\n    <\/table>\n  <\/div>\n<\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u8a73\u3057\u3044\u6599\u91d1\u4f53\u7cfb\u306b\u3064\u3044\u3066\u306f\u3001<a href=\"https:\/\/huggingface.co\/pricing\" data-type=\"link\" data-id=\"https:\/\/huggingface.co\/pricing\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">Hugging Face\u516c\u5f0f\u30b5\u30a4\u30c8\u306e\u6599\u91d1\u30da\u30fc\u30b8<\/a>\u3092\u53c2\u8003\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<h3 id=\"outline__3_1\" class=\"wp-block-heading\">\u7121\u6599\u3067\u3067\u304d\u308b\u7bc4\u56f2<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Hugging Face \u306e\u4e2d\u5fc3\u3067\u3042\u308bHub\u306e\u57fa\u672c\u6a5f\u80fd\u306f\u3001\u5168\u3066\u7121\u6599\u3067\u5229\u7528\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<br>\u516c\u958b\u30e2\u30c7\u30eb\u3084\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u95b2\u89a7\u30fb\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3001\u516c\u958b\u30ea\u30dd\u30b8\u30c8\u30ea\u306e\u4f5c\u6210\u3001CPU\u74b0\u5883\u3067\u306eSpaces\u5229\u7528\u306e\u4ed6\u306b\u3001Transformers\u306a\u3069\u306e\u30e9\u30a4\u30d6\u30e9\u30ea\u3082\u4f7f\u7528\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u305d\u306e\u305f\u3081\u3001\u5b66\u7fd2\u3084\u500b\u4eba\u958b\u767a\u3001\u5c0f\u898f\u6a21\u306a\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3067\u3042\u308c\u3070\u7121\u6599\u30d7\u30e9\u30f3\u3067\u3082\u5341\u5206\u6d3b\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h3 id=\"outline__3_2\" class=\"wp-block-heading\">\u6709\u6599\u30d7\u30e9\u30f3\u3068\u8ffd\u52a0\u306e\u8ab2\u91d1\u8981\u7d20<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e00\u65b9\u3001\u6709\u6599\u30d7\u30e9\u30f3\u3067\u306f\u3001\u3088\u308a\u9ad8\u5ea6\u306a\u958b\u767a\u30fb\u904b\u7528\u5411\u3051\u306e\u6a5f\u80fd\u304c\u63d0\u4f9b\u3055\u308c\u3066\u3044\u307e\u3059\u3002<br>\u4f8b\u3048\u3070\u3001\u975e\u516c\u958b\u30ea\u30dd\u30b8\u30c8\u30ea\u306e\u7ba1\u7406\u6a5f\u80fd\u306e\u5f37\u5316\u3001\u30b9\u30c8\u30ec\u30fc\u30b8\u3084GPU\u306e\u5229\u7528\u67a0\u306e\u5897\u52a0\u3001\u30c1\u30fc\u30e0\u3084\u7d44\u7e54\u5411\u3051\u306e\u8c4a\u5bcc\u306a\u7ba1\u7406\u6a5f\u80fd\u3001\u9ad8\u6027\u80fdGPU\u306e\u5229\u7528\u3001\u63a8\u8ad6\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u306e\u5229\u7528\u306a\u3069\u304c\u542b\u307e\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u307e\u305f\u3001GPU\u3092\u5229\u7528\u3059\u308bSpaces\u3084Inference Endpoints\u306b\u306f\u5f93\u91cf\u8ab2\u91d1\u30aa\u30d7\u30b7\u30e7\u30f3\u304c\u3042\u308a\u3001\u4f7f\u7528\u3059\u308bGPU\u306e\u7a2e\u985e\u3084\u7a3c\u50cd\u6642\u9593\u306b\u5fdc\u3058\u3066\u6599\u91d1\u304c\u767a\u751f\u3057\u307e\u3059\u3002<br>\u305d\u306e\u305f\u3081\u3001\u5927\u898f\u6a21\u30e2\u30c7\u30eb\u3092\u9577\u6642\u9593\u904b\u7528\u3059\u308b\u5834\u5408\u306f\u3001\u4e8b\u524d\u306b\u6599\u91d1\u4f53\u7cfb\u3092\u78ba\u8a8d\u3057\u3066\u304a\u304f\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<h2 id=\"outline__4\" class=\"wp-block-heading\">Hugging Face\u3092\u63a1\u7528\u3059\u308b\u30e1\u30ea\u30c3\u30c8\u30fb\u30c7\u30e1\u30ea\u30c3\u30c8<\/h2>\n\n\n\n<h3 id=\"outline__4_1\" class=\"wp-block-heading\">Hugging Face\u3092\u5c0e\u5165\u3059\u308b\u30e1\u30ea\u30c3\u30c8<\/h3>\n\n\n\n<div style=\"max-width: 900px; margin: 12px 0; font-family: -apple-system, BlinkMacSystemFont, 'Hiragino Kaku Gothic ProN', 'Yu Gothic', sans-serif;\">\n  <div style=\"border-radius: 16px; overflow: hidden; box-shadow: 0 2px 12px rgba(0,0,0,0.08); border: 1px solid #ececec;\">\n    <table style=\"width: 100%; border-collapse: collapse; background: #ffffff;\">\n      <thead>\n        <tr>\n          <th style=\"background: #1e3a9e; color: #ffffff; text-align: center; padding: 16px; font-size: 15px; font-weight: 700; width: 20%;\">\u89b3\u70b9<\/th>\n          <th style=\"background: #2f6fd6; color: #ffffff; text-align: center; padding: 16px; font-size: 15px; font-weight: 700; width: 40%;\">\u30e1\u30ea\u30c3\u30c8<\/th>\n          <th style=\"background: #17a8cf; color: #ffffff; text-align: center; padding: 16px; font-size: 15px; font-weight: 700; width: 40%;\">\u30c7\u30e1\u30ea\u30c3\u30c8<\/th>\n        <\/tr>\n      <\/thead>\n      <tbody>\n        <tr style=\"border-bottom: 1px solid #ececec;\">\n          <td style=\"padding: 16px; font-weight: 700; font-size: 15px; color: #1a1a1a; vertical-align: middle; border-right: 1px solid #ececec;\">\u30e2\u30c7\u30eb\u306e\u5165\u624b\u6027<\/td>\n          <td style=\"padding: 16px; font-size: 15px; color: #333333; vertical-align: middle; border-right: 1px solid #ececec;\">200\u4e07\u4ee5\u4e0a\u306e\u30e2\u30c7\u30eb\u304c\u5373\u5229\u7528\u53ef\u80fd<\/td>\n          <td style=\"padding: 16px; font-size: 15px; color: #333333; vertical-align: middle;\">\u54c1\u8cea\u30fb\u30e9\u30a4\u30bb\u30f3\u30b9\u304c\u30e2\u30c7\u30eb\u3054\u3068\u306b\u30d0\u30e9\u30d0\u30e9<\/td>\n        <\/tr>\n        <tr style=\"border-bottom: 1px solid #ececec;\">\n          <td style=\"padding: 16px; font-weight: 700; font-size: 15px; color: #1a1a1a; vertical-align: middle; border-right: 1px solid #ececec;\">\u5b9f\u884c\u74b0\u5883<\/td>\n          <td style=\"padding: 16px; font-size: 15px; color: #333333; vertical-align: middle; border-right: 1px solid #ececec;\">Spaces\u3067\u30c7\u30e2\u3092\u3059\u3050\u8a66\u305b\u308b<\/td>\n          <td style=\"padding: 16px; font-size: 15px; color: #333333; vertical-align: middle;\">\u9ad8\u6027\u80fd\u30e2\u30c7\u30eb\u306fGPU\u304c\u5fc5\u8981\u3067\u30b3\u30b9\u30c8\u304c\u767a\u751f<\/td>\n        <\/tr>\n        <tr>\n          <td style=\"padding: 16px; font-weight: 700; font-size: 15px; color: #1a1a1a; vertical-align: middle; border-right: 1px solid #ececec;\">\u9078\u5b9a<\/td>\n          <td style=\"padding: 16px; font-size: 15px; color: #333333; vertical-align: middle; border-right: 1px solid #ececec;\">\u6d3b\u767a\u306a\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u3067\u60c5\u5831\u304c\u8c4a\u5bcc<\/td>\n          <td style=\"padding: 16px; font-size: 15px; color: #333333; vertical-align: middle;\">\u30e2\u30c7\u30eb\u6570\u304c\u591a\u304f\u9078\u5b9a\u304c\u96e3\u3057\u3044<\/td>\n        <\/tr>\n      <\/tbody>\n    <\/table>\n  <\/div>\n<\/div>\n\n\n\n<p class=\"wp-block-paragraph\">Hugging Face\u6700\u5927\u306e\u30e1\u30ea\u30c3\u30c8\u306f\u3001\u81a8\u5927\u306a\u6570\u306eAI\u30e2\u30c7\u30eb\u3092\u5373\u5ea7\u306b\u5229\u7528\u3067\u304d\u308b\u3053\u3068\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6587\u7ae0\u751f\u6210\u3084\u7ffb\u8a33\u3001\u753b\u50cf\u751f\u6210\u3001\u97f3\u58f0\u8a8d\u8b58\u306a\u3069\u3001\u591a\u69d8\u306a\u7528\u9014\u306b\u5bfe\u5fdc\u3057\u305f\u30e2\u30c7\u30eb\u304c\u516c\u958b\u3055\u308c\u3066\u304a\u308a\u3001\u30bc\u30ed\u304b\u3089\u5b66\u7fd2\u3055\u305b\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u305b\u3093\u3002<br>\u77e5\u8b58\u304c\u306a\u304f\u3001AI\u30a2\u30d7\u30ea\u306e\u958b\u767a\u304c\u96e3\u3057\u3044\u3068\u3044\u3046\u65b9\u3067\u3082\u3001Spaces\u306b\u516c\u958b\u3055\u308c\u3066\u3044\u308b\u30c7\u30e2\u30a2\u30d7\u30ea\u3092\u901a\u3058\u3066\u6c17\u8efd\u306b\u5229\u7528\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u307e\u305f\u3001Transformers\u3084<a href=\"https:\/\/huggingface.co\/docs\/diffusers\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">Diffusers<\/a>\u306a\u3069\u306e\u516c\u5f0f\u30e9\u30a4\u30d6\u30e9\u30ea\u3082\u5145\u5b9f\u3057\u3066\u304a\u308a\u3001\u3053\u308c\u3089\u306e\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u4f7f\u7528\u3059\u308b\u3053\u3068\u306b\u3088\u3063\u3066\u3001\u30e2\u30c7\u30eb\u5229\u7528\u3084\u5b66\u7fd2\u3092\u5c11\u306a\u3044Python\u30b3\u30fc\u30c9\u3067\u5b9f\u73fe\u3067\u304d\u307e\u3059\u3002<br>\u3055\u3089\u306b\u3001\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u304c\u6d3b\u767a\u3067\u3001\u6700\u65b0\u306e\u7814\u7a76\u6210\u679c\u3084\u65b0\u3057\u3044\u30e2\u30c7\u30eb\u304c\u7d20\u65e9\u304f\u516c\u958b\u3055\u308c\u308b\u305f\u3081\u3001\u6700\u5148\u7aef\u6280\u8853\u3092\u53d6\u308a\u5165\u308c\u3084\u3059\u3044\u70b9\u3082\u9b45\u529b\u3067\u3059\u3002<\/p>\n\n\n\n<h3 id=\"outline__4_2\" class=\"wp-block-heading\">Hugging Face\u3092\u5229\u7528\u3059\u308b\u969b\u306e\u30c7\u30e1\u30ea\u30c3\u30c8\u3068\u6ce8\u610f\u70b9<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Hugging Face Hub\u306b\u516c\u958b\u3055\u308c\u3066\u3044\u308b\u30e2\u30c7\u30eb\u306f\u3001\u5fc5\u305a\u3057\u3082\u54c1\u8cea\u3084\u30e9\u30a4\u30bb\u30f3\u30b9\u304c\u7d71\u4e00\u3055\u308c\u3066\u3044\u308b\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002<br>\u5546\u7528\u5229\u7528\u3092\u60f3\u5b9a\u3057\u3066\u3044\u308b\u5834\u5408\u306f\u3001\u30e9\u30a4\u30bb\u30f3\u30b9\u6761\u4ef6\u3084\u5229\u7528\u898f\u7d04\u3092\u5fc5\u305a\u78ba\u8a8d\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u307e\u305f\u3001\u9ad8\u6027\u80fd\u30e2\u30c7\u30eb\u306fGPU\u3092\u5fc5\u8981\u3068\u3059\u308b\u5834\u5408\u304c\u591a\u304f\u3001\u30ed\u30fc\u30ab\u30eb\u74b0\u5883\u3067\u306f\u5341\u5206\u306a\u6027\u80fd\u3092\u767a\u63ee\u3067\u304d\u306a\u3044\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002<br>\u30af\u30e9\u30a6\u30c9GPU\u3092\u5229\u7528\u3059\u308b\u5834\u5408\u306f\u3001\u5229\u7528\u6642\u9593\u306b\u5fdc\u3058\u305f\u30b3\u30b9\u30c8\u304c\u767a\u751f\u3059\u308b\u70b9\u306b\u3082\u6ce8\u610f\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3055\u3089\u306b\u3001\u591a\u6570\u306e\u30e2\u30c7\u30eb\u304c\u516c\u958b\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u3001\u3069\u306e\u30e2\u30c7\u30eb\u3092\u63a1\u7528\u3059\u3079\u304d\u304b\u306e\u5224\u65ad\u304c\u304b\u3048\u3063\u3066\u96e3\u3057\u304f\u306a\u3063\u3066\u3057\u307e\u3046\u30b1\u30fc\u30b9\u3082\u3042\u308a\u307e\u3059\u3002<br>\u30e2\u30c7\u30eb\u30ab\u30fc\u30c9\u3084\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3001\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u3067\u306e\u8a55\u4fa1\u306a\u3069\u3092\u53c2\u8003\u306b\u3057\u306a\u304c\u3089\u9078\u5b9a\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<h2 id=\"outline__5\" class=\"wp-block-heading\">Hugging Face\u306e\u57fa\u672c\u7684\u306a\u4f7f\u3044\u65b9\u3068\u624b\u9806<\/h2>\n\n\n\n<h3 id=\"outline__5_1\" class=\"wp-block-heading\">\u30a2\u30ab\u30a6\u30f3\u30c8\u4f5c\u6210\u304b\u3089\u30e9\u30a4\u30d6\u30e9\u30ea\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u624b\u9806<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Hugging Face Hub\u3067\u30ea\u30dd\u30b8\u30c8\u30ea\u306e\u4f5c\u6210\u3084\u30e2\u30c7\u30eb\u306e\u516c\u958b\u306a\u3069\u3092\u884c\u3046\u306b\u306f\u3001\u30a2\u30ab\u30a6\u30f3\u30c8\u3092\u4f5c\u6210\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<br>\u5229\u7528\u3059\u308b\u30e2\u30c7\u30eb\u306b\u3088\u3063\u3066\u306f\u3001\u30a2\u30ab\u30a6\u30f3\u30c8\u767b\u9332\u3059\u308b\u3053\u3068\u306b\u3088\u3063\u3066\u767a\u884c\u3067\u304d\u308b\u30a2\u30af\u30bb\u30b9\u30c8\u30fc\u30af\u30f3\u304c\u5fc5\u8981\u306b\u306a\u308b\u5834\u5408\u3082\u3042\u308b\u306e\u3067\u3001<a href=\"https:\/\/huggingface.co\/join\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">Hugging Face\u306e\u516c\u5f0f\u30b5\u30a4\u30c8<\/a>\u304b\u3089\u4e8b\u524d\u306b\u30a2\u30ab\u30a6\u30f3\u30c8\u3092\u4f5c\u6210\u3057\u3066\u304a\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n\n<p class=\"wp-block-paragraph\" style=\"margin-top: 12px;\"><img decoding=\"async\" src=\"https:\/\/web-img.rensa.jp.net\/images\/techmania\/thumbnail\/images\/SignUp.webp\" alt=\"Hugging Face\u30a2\u30ab\u30a6\u30f3\u30c8\u4f5c\u6210\" loading=\"lazy\"\/><\/p>\n\n\n\n\n<p class=\"wp-block-paragraph\">Python\u304b\u3089Hugging Face\u306e\u30e2\u30c7\u30eb\u3092\u5229\u7528\u3059\u308b\u5834\u5408\u306f\u3001Transformers\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u4f7f\u7528\u3059\u308b\u306e\u304c\u4e00\u822c\u7684\u3067\u3059\u3002<br>Transformers\u306fPyTorch\u3068\u9023\u643a\u3057\u3066\u52d5\u4f5c\u3059\u308b\u305f\u3081\u3001\u5408\u308f\u305b\u3066\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4ee5\u4e0b\u306e\u30b3\u30de\u30f3\u30c9\u3067\u3001Transformers\u3068PyTorch\u3092\u305d\u308c\u305e\u308c\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<div class=\"wp-block-kevinbatdorf-code-block-pro\" data-code-block-pro-font-family=\"Code-Pro-JetBrains-Mono-NL.ttf\" style=\"font-size:clamp(14px, .875rem, 21px);font-family:Code-Pro-JetBrains-Mono-NL,ui-monospace,SFMono-Regular,Menlo,Monaco,Consolas,monospace;line-height:clamp(20px, 1.25rem, 30px);--cbp-tab-width:2;tab-size:var(--cbp-tab-width, 2)\"><span style=\"display:flex;align-items:center;padding:10px 0px 10px 16px;margin-bottom:-2px;width:100%;text-align:left;background-color:#304047;color:#d5ffff\">Bash<\/span><span role=\"button\" tabindex=\"0\" style=\"color:#EEFFFF;display:none\" aria-label=\"Copy\" class=\"code-block-pro-copy-button\"><pre class=\"code-block-pro-copy-button-pre\" aria-hidden=\"true\"><textarea class=\"code-block-pro-copy-button-textarea\" tabindex=\"-1\" aria-hidden=\"true\" readonly>pip install transformers torch<\/textarea><\/pre><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" style=\"width:24px;height:24px\" fill=\"none\" viewBox=\"0 0 24 24\" stroke=\"currentColor\" stroke-width=\"2\"><path class=\"with-check\" stroke-linecap=\"round\" stroke-linejoin=\"round\" d=\"M4.5 12.75l6 6 9-13.5\"><\/path><path class=\"without-check\" stroke-linecap=\"round\" stroke-linejoin=\"round\" d=\"M16.5 8.25V6a2.25 2.25 0 00-2.25-2.25H6A2.25 2.25 0 003.75 6v8.25A2.25 2.25 0 006 16.5h2.25m8.25-8.25H18a2.25 2.25 0 012.25 2.25V18A2.25 2.25 0 0118 20.25h-7.5A2.25 2.25 0 018.25 18v-1.5m8.25-8.25h-6a2.25 2.25 0 00-2.25 2.25v6\"><\/path><\/svg><\/span><pre class=\"shiki material-theme\" style=\"background-color: #263238\" tabindex=\"0\"><code><span class=\"line\"><span style=\"color: #FFCB6B\">pip<\/span><span style=\"color: #EEFFFF\"> <\/span><span style=\"color: #C3E88D\">install<\/span><span style=\"color: #EEFFFF\"> <\/span><span style=\"color: #C3E88D\">transformers<\/span><span style=\"color: #EEFFFF\"> <\/span><span style=\"color: #C3E88D\">torch<\/span><\/span><\/code><\/pre><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u305d\u306e\u4ed6\u3001<a href=\"https:\/\/huggingface.co\/docs\/huggingface_hub\/index\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">huggingface_hub <\/a>\u3084 <a href=\"https:\/\/huggingface.co\/docs\/datasets\/index\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">datasets<\/a> \u306a\u3069\u3001\u81ea\u8eab\u306e\u958b\u767a\u74b0\u5883\u306b\u5fc5\u8981\u306a\u30e9\u30a4\u30d6\u30e9\u30ea\u304c\u3042\u308c\u3070\u3001\u540c\u3058\u304f\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u3066\u304a\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<h3 id=\"outline__5_2\" class=\"wp-block-heading\">\u516c\u958b\u3055\u308c\u3066\u3044\u308b\u30e2\u30c7\u30eb\u3092\u30b3\u30fc\u30c9\u304b\u3089\u547c\u3073\u51fa\u3059\u624b\u9806<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Hub\u306b\u516c\u958b\u3055\u308c\u3066\u3044\u308b\u30e2\u30c7\u30eb\u3092\u547c\u3073\u51fa\u3057\u3066\u4f7f\u3046\u5834\u5408\u306f\u3001pipeline\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u3092\u4f7f\u7528\u3057\u307e\u3059\u3002<br>\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u3001\u30bf\u30b9\u30af\u306e\u7a2e\u985e\uff08\u30c6\u30ad\u30b9\u30c8\u751f\u6210\u3001\u8981\u7d04\u3001\u7ffb\u8a33\u3001\u611f\u60c5\u5206\u6790\u306a\u3069\uff09\u3068\u30e2\u30c7\u30eb\u540d\u3092\u6307\u5b9a\u3057\u3066\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3092\u4f5c\u6210\u3059\u308b\u3053\u3068\u3067\u3001\u5bfe\u8c61\u306e\u30e2\u30c7\u30eb\u3092\u8aad\u307f\u8fbc\u3080\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<div class=\"wp-block-kevinbatdorf-code-block-pro\" data-code-block-pro-font-family=\"Code-Pro-JetBrains-Mono-NL.ttf\" style=\"font-size:clamp(14px, .875rem, 21px);font-family:Code-Pro-JetBrains-Mono-NL,ui-monospace,SFMono-Regular,Menlo,Monaco,Consolas,monospace;line-height:clamp(20px, 1.25rem, 30px);--cbp-tab-width:2;tab-size:var(--cbp-tab-width, 2)\"><span style=\"display:flex;align-items:center;padding:10px 0px 10px 16px;margin-bottom:-2px;width:100%;text-align:left;background-color:#304047;color:#d5ffff\">Python<\/span><span role=\"button\" tabindex=\"0\" style=\"color:#EEFFFF;display:none\" aria-label=\"Copy\" class=\"code-block-pro-copy-button\"><pre class=\"code-block-pro-copy-button-pre\" aria-hidden=\"true\"><textarea class=\"code-block-pro-copy-button-textarea\" tabindex=\"-1\" aria-hidden=\"true\" readonly>from transformers import pipeline\n\ngenerator = pipeline(\n\"text-generation\",\nmodel=\"gpt2\"\n)\n\nresult = generator(\n\"Hello\",\nmax_new_tokens=50\n)\n\nprint(result)<\/textarea><\/pre><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" style=\"width:24px;height:24px\" fill=\"none\" viewBox=\"0 0 24 24\" stroke=\"currentColor\" stroke-width=\"2\"><path class=\"with-check\" stroke-linecap=\"round\" stroke-linejoin=\"round\" d=\"M4.5 12.75l6 6 9-13.5\"><\/path><path class=\"without-check\" stroke-linecap=\"round\" stroke-linejoin=\"round\" d=\"M16.5 8.25V6a2.25 2.25 0 00-2.25-2.25H6A2.25 2.25 0 003.75 6v8.25A2.25 2.25 0 006 16.5h2.25m8.25-8.25H18a2.25 2.25 0 012.25 2.25V18A2.25 2.25 0 0118 20.25h-7.5A2.25 2.25 0 018.25 18v-1.5m8.25-8.25h-6a2.25 2.25 0 00-2.25 2.25v6\"><\/path><\/svg><\/span><pre class=\"shiki material-theme\" style=\"background-color: #263238\" tabindex=\"0\"><code><span class=\"line\"><span style=\"color: #89DDFF; font-style: italic\">from<\/span><span style=\"color: #EEFFFF\"> transformers <\/span><span style=\"color: #89DDFF; font-style: italic\">import<\/span><span style=\"color: #EEFFFF\"> pipeline<\/span><\/span>\n<span class=\"line\"><\/span>\n<span class=\"line\"><span style=\"color: #EEFFFF\">generator <\/span><span style=\"color: #89DDFF\">=<\/span><span style=\"color: #EEFFFF\"> <\/span><span style=\"color: #82AAFF\">pipeline<\/span><span style=\"color: #89DDFF\">(<\/span><\/span>\n<span class=\"line\"><span style=\"color: #89DDFF\">&quot;<\/span><span style=\"color: #C3E88D\">text-generation<\/span><span style=\"color: #89DDFF\">&quot;<\/span><span style=\"color: #89DDFF\">,<\/span><\/span>\n<span class=\"line\"><span style=\"color: #EEFFFF; font-style: italic\">model<\/span><span style=\"color: #89DDFF\">=<\/span><span style=\"color: #89DDFF\">&quot;<\/span><span style=\"color: #C3E88D\">gpt2<\/span><span style=\"color: #89DDFF\">&quot;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #89DDFF\">)<\/span><\/span>\n<span class=\"line\"><\/span>\n<span class=\"line\"><span style=\"color: #EEFFFF\">result <\/span><span style=\"color: #89DDFF\">=<\/span><span style=\"color: #EEFFFF\"> <\/span><span style=\"color: #82AAFF\">generator<\/span><span style=\"color: #89DDFF\">(<\/span><\/span>\n<span class=\"line\"><span style=\"color: #89DDFF\">&quot;<\/span><span style=\"color: #C3E88D\">Hello<\/span><span style=\"color: #89DDFF\">&quot;<\/span><span style=\"color: #89DDFF\">,<\/span><\/span>\n<span class=\"line\"><span style=\"color: #EEFFFF; font-style: italic\">max_new_tokens<\/span><span style=\"color: #89DDFF\">=<\/span><span style=\"color: #F78C6C\">50<\/span><\/span>\n<span class=\"line\"><span style=\"color: #89DDFF\">)<\/span><\/span>\n<span class=\"line\"><\/span>\n<span class=\"line\"><span style=\"color: #82AAFF\">print<\/span><span style=\"color: #89DDFF\">(<\/span><span style=\"color: #82AAFF\">result<\/span><span style=\"color: #89DDFF\">)<\/span><\/span><\/code><\/pre><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f5c\u6210\u3057\u305f\u30d5\u30a1\u30a4\u30eb\u3092\u5b9f\u884c\u3059\u308b\u3068\u3001\u521d\u56de\u5b9f\u884c\u6642\u306b\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u3001\u5fc5\u8981\u306a\u30e2\u30c7\u30eb\u3084\u30c8\u30fc\u30af\u30ca\u30a4\u30b6\u30fc\u304c\u81ea\u52d5\u7684\u306b\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3055\u308c\u307e\u3059\u3002<br>\u4ee5\u964d\u306f\u540c\u3058\u74b0\u5883\u3067\u518d\u5229\u7528\u3067\u304d\u308b\u305f\u3081\u3001\u6bce\u56de\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3059\u308b\u5fc5\u8981\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n\n\n\n\n<p class=\"wp-block-paragraph\" style=\"margin-top: 12px;\"><img decoding=\"async\" src=\"https:\/\/web-img.rensa.jp.net\/images\/techmania\/thumbnail\/images\/Download.webp\" alt=\"Hugging Face\u306e\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u753b\u9762\" loading=\"lazy\"\/><\/p>\n\n\n\n\n<p class=\"wp-block-paragraph\">\u3088\u308a\u9ad8\u5ea6\u306a\u7528\u9014\u3067\u306f\u3001AutoTokenizer\u3084AutoModel\u306a\u3069\u306e\u30af\u30e9\u30b9\u3092\u5229\u7528\u3057\u3066\u7d30\u304b\u306a\u63a8\u8ad6\u8a2d\u5b9a\u3092\u884c\u3063\u305f\u308a\u3001datasets\u30e9\u30a4\u30d6\u30e9\u30ea\u3067\u516c\u958b\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u53d6\u5f97\u3057\u3066\u8ffd\u52a0\u5b66\u7fd2\uff08\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\uff09\u3092\u884c\u3063\u305f\u308a\u3059\u308b\u3053\u3068\u3082\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u307e\u305f\u3001\u81ea\u5206\u3067\u5b66\u7fd2\u3057\u305f\u30e2\u30c7\u30eb\u3092Hub\u3078\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3059\u308c\u3070\u3001\u4ed6\u306e\u30e6\u30fc\u30b6\u30fc\u3068\u5171\u6709\u3057\u305f\u308a\u3001Spaces\u304b\u3089\u76f4\u63a5\u5229\u7528\u3057\u305f\u308a\u3067\u304d\u307e\u3059\u3002<br>\u3053\u308c\u306b\u3088\u308a\u3001\u30e2\u30c7\u30eb\u958b\u767a\u304b\u3089\u516c\u958b\u3001\u30c7\u30e2\u30a2\u30d7\u30ea\u306e\u63d0\u4f9b\u307e\u3067\u3092\u4e00\u9023\u306e\u6d41\u308c\u3068\u3057\u3066\u7ba1\u7406\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h2 id=\"outline__6\" class=\"wp-block-heading\">\u307e\u3068\u3081<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Hugging Face\u306f\u3001AI\u30e2\u30c7\u30eb\u306e\u516c\u958b\u30fb\u5171\u6709\u30fb\u6d3b\u7528\u3092\u652f\u3048\u308b\u4e16\u754c\u6700\u5927\u7d1a\u306eAI\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002<br>Hub\u3092\u4e2d\u5fc3\u306b\u3001\u5b66\u7fd2\u6e08\u307f\u30e2\u30c7\u30eb\u3084\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3001AI\u30a2\u30d7\u30ea\u3092\u52b9\u7387\u3088\u304f\u7ba1\u7406\u30fb\u516c\u958b\u3067\u304d\u308b\u4ed5\u7d44\u307f\u304c\u6574\u3063\u3066\u304a\u308a\u3001\u500b\u4eba\u958b\u767a\u304b\u3089\u4f01\u696d\u5229\u7528\u307e\u3067\u5e45\u5e83\u3044\u5834\u9762\u3067\u6d3b\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u307e\u305f\u3001Spaces\u306b\u3088\u308bAI\u30a2\u30d7\u30ea\u306e\u516c\u958b\u6a5f\u80fd\u3084\u3001\u5145\u5b9f\u3057\u305f\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u3082\u5927\u304d\u306a\u9b45\u529b\u3067\u3059\u3002<br>AI\u958b\u767a\u3092\u3053\u308c\u304b\u3089\u59cb\u3081\u308b\u4eba\u306f\u3082\u3061\u308d\u3093\u3001\u6700\u65b0\u306eAI\u6280\u8853\u3092\u53d6\u308a\u5165\u308c\u305f\u3044\u958b\u767a\u8005\u306b\u3068\u3063\u3066\u3082\u3001\u6709\u529b\u306a\u9078\u629e\u80a2\u3068\u306a\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"Hugging Face\u3068\u306f\u3001AI\u30e2\u30c7\u30eb\u3084\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u516c\u958b\u30fb\u5171\u6709\u3067\u304d\u308b\u4e16\u754c\u6700\u5927\u7d1a\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u672c\u8a18\u4e8b\u3067\u306f\u3001Hugging Face\u306e\u4ed5\u7d44\u307f\u3084\u57fa\u672c\u6a5f\u80fd\u3001\u6599\u91d1\u30d7\u30e9\u30f3\u3001\u30e1\u30ea\u30c3\u30c8\u30fb\u30c7\u30e1\u30ea\u30c3\u30c8\u3001\u5b9f\u8df5\u7684\u306a\u4f7f\u3044\u65b9\u307e\u3067\u308f\u304b\u308a\u3084\u3059\u304f\u89e3\u8aac\u3057\u307e\u3059\u3002","protected":false},"author":12,"featured_media":10717,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"om_disable_all_campaigns":false,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"fifu_image_url":"https:\/\/web-img.rensa.jp.net\/images\/techmania\/thumbnail\/images\/hugging_face.webp","fifu_image_alt":"\u3010Hugging Face\u3011AI\u30e2\u30c7\u30eb\u5171\u6709\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0","footnotes":""},"categories":[15],"tags":[],"class_list":["post-10701","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-programming"],"_links":{"self":[{"href":"https:\/\/techmania.jp\/blog\/wp-json\/wp\/v2\/posts\/10701","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/techmania.jp\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/techmania.jp\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/techmania.jp\/blog\/wp-json\/wp\/v2\/users\/12"}],"replies":[{"embeddable":true,"href":"https:\/\/techmania.jp\/blog\/wp-json\/wp\/v2\/comments?post=10701"}],"version-history":[{"count":16,"href":"https:\/\/techmania.jp\/blog\/wp-json\/wp\/v2\/posts\/10701\/revisions"}],"predecessor-version":[{"id":10730,"href":"https:\/\/techmania.jp\/blog\/wp-json\/wp\/v2\/posts\/10701\/revisions\/10730"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/techmania.jp\/blog\/wp-json\/wp\/v2\/media\/10717"}],"wp:attachment":[{"href":"https:\/\/techmania.jp\/blog\/wp-json\/wp\/v2\/media?parent=10701"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/techmania.jp\/blog\/wp-json\/wp\/v2\/categories?post=10701"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/techmania.jp\/blog\/wp-json\/wp\/v2\/tags?post=10701"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}