{"id":7685,"date":"2026-06-25T10:47:29","date_gmt":"2026-06-25T01:47:29","guid":{"rendered":"https:\/\/japan-ai.geniee.co.jp\/media\/?p=7685"},"modified":"2026-06-25T10:47:33","modified_gmt":"2026-06-25T01:47:33","slug":"gemma-3%e3%81%a8%e3%81%af%ef%bc%9f%e7%89%b9%e5%be%b4%e3%83%bb%e3%81%a7%e3%81%8d%e3%82%8b%e3%81%93%e3%81%a8%e3%83%bb%e4%bd%bf%e3%81%84%e6%96%b9%e3%82%92%e3%82%8f%e3%81%8b%e3%82%8a%e3%82%84%e3%81%99","status":"publish","type":"post","link":"https:\/\/japan-ai.co.jp\/media\/7685\/","title":{"rendered":"Gemma 3\u3068\u306f\uff1f\u7279\u5fb4\u30fb\u3067\u304d\u308b\u3053\u3068\u30fb\u4f7f\u3044\u65b9\u3092\u308f\u304b\u308a\u3084\u3059\u304f\u89e3\u8aac"},"content":{"rendered":"\n<p>Gemma 3\u3068\u306f\u3001Google\u304c2025\u5e743\u6708\u306b\u767a\u8868\u3057\u305f<mark>\u30aa\u30fc\u30d7\u30f3\u30a6\u30a7\u30a4\u30c8\u306e\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30ebAI\u30e2\u30c7\u30eb<\/mark>\u3067\u3059\u3002\u540c\u793e\u306e\u5927\u898f\u6a21\u30e2\u30c7\u30ebGemini 2.0\u306e\u7814\u7a76\u6210\u679c\u3092\u57fa\u76e4\u306b\u958b\u767a\u3055\u308c\u3001\u30c6\u30ad\u30b9\u30c8\u3068\u753b\u50cf\u306e\u540c\u6642\u51e6\u7406\u3084128K\u30c8\u30fc\u30af\u30f3\u306e\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u30a6\u30a3\u30f3\u30c9\u30a6\u3001140\u4ee5\u4e0a\u306e\u8a00\u8a9e\u3078\u306e\u5bfe\u5fdc\u306a\u3069\u3001\u5f93\u6765\u306e\u30aa\u30fc\u30d7\u30f3\u30e2\u30c7\u30eb\u306e\u5e38\u8b58\u3092\u8986\u3059\u6027\u80fd\u3092\u5099\u3048\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3057\u304b\u3057\u3001Gemma 3\u3068\u306f\u305d\u3082\u305d\u3082\u3069\u306e\u3088\u3046\u306a\u30e2\u30c7\u30eb\u306a\u306e\u304b\u3001\u5f93\u6765\u306eGemma 2\u3084Gemini\u3068\u306f\u3069\u3046\u9055\u3046\u306e\u304b\u3001\u5546\u7528\u5229\u7528\u306f\u53ef\u80fd\u306a\u306e\u304b\u3001\u81ea\u793e\u306e\u74b0\u5883\u3067\u52d5\u304b\u305b\u308b\u306e\u304b\u3068\u3044\u3063\u305f\u7591\u554f\u3092\u6301\u3064\u65b9\u3082\u591a\u3044\u306e\u3067\u306f\u306a\u3044\u3067\u3057\u3087\u3046\u304b\u3002<\/p>\n\n\n\n<p>\u672c\u8a18\u4e8b\u3067\u306f\u3001<mark>Gemma 3\u306e\u5b9a\u7fa9\u3084\u7279\u5fb4\u304b\u3089\u3001\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u6027\u80fd\u3001\u5177\u4f53\u7684\u306a\u6d3b\u7528\u4e8b\u4f8b\u3001\u4f7f\u3044\u65b9\u3001\u305d\u3057\u3066\u5f8c\u7d99\u30e2\u30c7\u30ebGemma 4\u3068\u306e\u9055\u3044<\/mark>\u307e\u3067\u3001JAPAN AI\u304c\u7db2\u7f85\u7684\u306b\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<div class=\"toc\">    <div id=\"toc_container\" class=\"toc_container toc-container sgb-toc--bullets js-smooth-scroll\" data-dialog-title=\"Table of Contents\">\n      <p class=\"toc_title\">\u76ee\u6b21 <\/p>\n      <ul class=\"toc_list\">  <li class=\"first\">    <a href=\"#i-0\">Gemma 3\u3068\u306f<\/a>  <\/li>  <li>    <a href=\"#i-1\">Gemma 3\u306e\u7279\u5fb4<\/a>    <ul class=\"menu_level_1\">      <li class=\"first\">        <a href=\"#i-2\">\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u5bfe\u5fdc<\/a>      <\/li>      <li>        <a href=\"#i-3\">128K\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u30a6\u30a3\u30f3\u30c9\u30a6<\/a>      <\/li>      <li>        <a href=\"#i-4\">4\u7a2e\u985e\u306e\u30e2\u30c7\u30eb\u30b5\u30a4\u30ba<\/a>      <\/li>      <li>        <a href=\"#i-5\">140\u4ee5\u4e0a\u306e\u8a00\u8a9e\u306b\u5bfe\u5fdc<\/a>      <\/li>      <li>        <a href=\"#i-6\">\u91cf\u5b50\u5316\u30e2\u30c7\u30eb<\/a>      <\/li>      <li class=\"last\">        <a href=\"#i-7\">\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u306e\u5de5\u592b<\/a>      <\/li>    <\/ul>  <\/li>  <li>    <a href=\"#i-8\">Gemma 3\u306e\u6027\u80fd<\/a>  <\/li>  <li>    <a href=\"#i-9\">Gemma 3\u3067\u3067\u304d\u308b\u3053\u3068<\/a>    <ul class=\"menu_level_1\">      <li class=\"first\">        <a href=\"#i-10\">\u591a\u8a00\u8a9e\u5bfe\u5fdc\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8<\/a>      <\/li>      <li>        <a href=\"#i-11\">\u30b3\u30fc\u30c9\u751f\u6210<\/a>      <\/li>      <li>        <a href=\"#i-12\">\u753b\u50cf\u30fb\u52d5\u753b\u30c7\u30fc\u30bf\u306e\u89e3\u6790<\/a>      <\/li>      <li class=\"last\">        <a href=\"#i-13\">\u793e\u5185\u6587\u66f8\u306e\u8981\u7d04\u30fb\u7ffb\u8a33<\/a>      <\/li>    <\/ul>  <\/li>  <li>    <a href=\"#i-15\">Gemma 3\u3068Gemma 2\u306e\u9055\u3044<\/a>    <ul class=\"menu_level_1\">      <li class=\"first\">        <a href=\"#i-16\">\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u5165\u529b\u306b\u5bfe\u5fdc<\/a>      <\/li>      <li>        <a href=\"#i-17\">128K\u306e\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u30a6\u30a3\u30f3\u30c9\u30a6<\/a>      <\/li>      <li class=\"last\">        <a href=\"#i-18\">\u30b0\u30ed\u30fc\u30d0\u30eb\u5c55\u958b\u304c\u52a0\u901f<\/a>      <\/li>    <\/ul>  <\/li>  <li>    <a href=\"#i-19\">Gemma 3\u3068Gemini\u306e\u9055\u3044<\/a>  <\/li>  <li>    <a href=\"#i-20\">Gemma 3\u306e\u30e9\u30a4\u30bb\u30f3\u30b9\u3068\u6599\u91d1<\/a>  <\/li>  <li>    <a href=\"#i-21\">Gemma 3\u306e\u4f7f\u3044\u65b9<\/a>    <ul class=\"menu_level_1\">      <li class=\"first\">        <a href=\"#i-22\">Google AI Studio\u3067\u8a66\u3059<\/a>      <\/li>      <li>        <a href=\"#i-23\">Ollama\u3067\u30ed\u30fc\u30ab\u30eb\u8d77\u52d5\u3059\u308b<\/a>      <\/li>      <li class=\"last\">        <a href=\"#i-24\">LM Studio\u3067\u52d5\u304b\u3059<\/a>      <\/li>    <\/ul>  <\/li>  <li>    <a href=\"#i-25\">Gemma 4\u3068\u306e\u9055\u3044<\/a>  <\/li>  <li>    <a href=\"#i-26\">Gemma 3\u306b\u95a2\u3057\u3066\u3088\u304f\u3042\u308b\u8cea\u554f<\/a>    <ul class=\"menu_level_1\">      <li class=\"first\">        <a href=\"#i-27\">Gemma 3\u306f\u7121\u6599\u3067\u4f7f\u3048\u307e\u3059\u304b\uff1f<\/a>      <\/li>      <li>        <a href=\"#i-28\">Gemma 3\u3092\u52d5\u304b\u3059\u306e\u306b\u5fc5\u8981\u306aPC\u30b9\u30da\u30c3\u30af\u306f\uff1f<\/a>      <\/li>      <li class=\"last\">        <a href=\"#i-29\">Gemma 3\u3068Gemma 4\u306e\u3069\u3061\u3089\u3092\u4f7f\u3046\u3079\u304d\u3067\u3059\u304b\uff1f<\/a>      <\/li>    <\/ul>  <\/li>  <li class=\"last\">    <a href=\"#i-30\">Gemma 3\u3092\u6d3b\u7528\u3057\u3066AI\u958b\u767a\u3092\u52a0\u901f\u3055\u305b\u3088\u3046<\/a>  <\/li><\/ul>\n      \n    <\/div><\/div><h2 class=\"wp-block-heading\" id=\"i-0\">Gemma 3\u3068\u306f<\/h2>\n\n\n\n<p>Gemma 3\u3068\u306f\u3001Google\u304c2025\u5e743\u670812\u65e5\u306b\u516c\u958b\u3057\u305f<mark>\u30aa\u30fc\u30d7\u30f3\u30a6\u30a7\u30a4\u30c8\u306e\u8efd\u91cfAI\u30e2\u30c7\u30eb<\/mark>\u3067\u3059\u3002\u300c\u30aa\u30fc\u30d7\u30f3\u30a6\u30a7\u30a4\u30c8\u300d\u3068\u306f\u3001\u30e2\u30c7\u30eb\u306e\u5b66\u7fd2\u6e08\u307f\u30d1\u30e9\u30e1\u30fc\u30bf\uff08\u91cd\u307f\uff09\u304c\u516c\u958b\u3055\u308c\u3066\u304a\u308a\u3001\u8ab0\u3067\u3082\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u3066\u81ea\u7531\u306b\u5229\u7528\u30fb\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3067\u304d\u308b\u3053\u3068\u3092\u610f\u5473\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>Gemma 3\u306f\u3001Google\u306e\u5927\u898f\u6a21\u5546\u7528\u30e2\u30c7\u30eb\u3067\u3042\u308bGemini 2.0\u306e\u7814\u7a76\u6210\u679c\u3068\u6280\u8853\u3092\u57fa\u76e4\u306b\u958b\u767a\u3055\u308c\u3066\u304a\u308a\u3001\u305d\u306e\u77e5\u898b\u3092\u8efd\u91cf\u306a\u30e2\u30c7\u30eb\u306b\u51dd\u7e2e\u3057\u305f\u4f4d\u7f6e\u3065\u3051\u3067\u3059\u3002\u30c6\u30ad\u30b9\u30c8\u51e6\u7406\u306b\u52a0\u3048\u3066\u753b\u50cf\u5165\u529b\u306b\u3082\u5bfe\u5fdc\u3059\u308b\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u30e2\u30c7\u30eb\u3067\u3042\u308a\u30011B\u30fb4B\u30fb12B\u30fb27B\u306e4\u3064\u306e\u30d1\u30e9\u30e1\u30fc\u30bf\u30b5\u30a4\u30ba\u306b\u52a0\u3048\u3001\u8d85\u8efd\u91cf\u306e270M\u30e2\u30c7\u30eb\u3082\u63d0\u4f9b\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u306a\u304a\u3001Gemma 3\u306fKaggle\u3084Hugging Face\u304b\u3089\u7121\u6599\u3067\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3067\u304d\u3001Google AI Studio\u3092\u901a\u3058\u3066\u30d6\u30e9\u30a6\u30b6\u4e0a\u3067\u8a66\u3059\u3053\u3068\u3082\u53ef\u80fd\u3067\u3059\u3002\u5358\u4e00\u306eGPU\u3084TPU\u3067\u52d5\u4f5c\u3059\u308b\u3088\u3046\u8a2d\u8a08\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u3001\u9ad8\u984d\u306a\u30a4\u30f3\u30d5\u30e9\u3092\u7528\u610f\u3057\u306a\u304f\u3066\u3082\u30ed\u30fc\u30ab\u30eb\u74b0\u5883\u3067\u9ad8\u6027\u80fd\u306aLLM\uff08\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff09\u3092\u6d3b\u7528\u3067\u304d\u308b\u70b9\u304c\u3001\u591a\u304f\u306e\u958b\u767a\u8005\u3084\u4f01\u696d\u304b\u3089\u6ce8\u76ee\u3092\u96c6\u3081\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>LLM\u306e\u57fa\u672c\u7684\u306a\u4ed5\u7d44\u307f\u3084\u6d3b\u7528\u4f8b\u306b\u3064\u3044\u3066\u306f\u3001\u300c<a href=\"https:\/\/japan-ai.co.jp\/media\/5111\/\">LLM\uff08\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff09\u3068\u306f\uff1f\u751f\u6210AI\u3084ChatGPT\u3068\u306e\u9055\u3044\u3001\u4ed5\u7d44\u307f\u30fb\u6d3b\u7528\u4f8b\u307e\u3067<\/a>\u300d\u306e\u8a18\u4e8b\u3067\u8a73\u3057\u304f\u89e3\u8aac\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-1\">Gemma 3\u306e\u7279\u5fb4<\/h2>\n\n\n\n<p>Gemma 3\u306f\u3001\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u5bfe\u5fdc\u3084128K\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u30a6\u30a3\u30f3\u30c9\u30a6\u3001140\u4ee5\u4e0a\u306e\u8a00\u8a9e\u30b5\u30dd\u30fc\u30c8\u306a\u3069\u3001<mark>\u540c\u30d1\u30e9\u30e1\u30fc\u30bf\u5e2f\u306e\u30aa\u30fc\u30d7\u30f3\u30e2\u30c7\u30eb\u3068\u3057\u3066\u7a81\u51fa\u3057\u305f\u6a5f\u80fd<\/mark>\u3092\u8907\u6570\u5099\u3048\u3066\u3044\u307e\u3059\u3002Gemma 3\u3092\u7279\u5fb4\u3065\u3051\u308b6\u3064\u306e\u6280\u8853\u7684\u8981\u7d20\u3092\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u5bfe\u5fdc<\/li>\n\n\n\n<li>128K\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u30a6\u30a3\u30f3\u30c9\u30a6<\/li>\n\n\n\n<li>4\u7a2e\u985e\u306e\u30e2\u30c7\u30eb\u30b5\u30a4\u30ba<\/li>\n\n\n\n<li>140\u4ee5\u4e0a\u306e\u8a00\u8a9e\u306b\u5bfe\u5fdc<\/li>\n\n\n\n<li>\u91cf\u5b50\u5316\u30e2\u30c7\u30eb<\/li>\n\n\n\n<li>\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u306e\u5de5\u592b<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-2\">\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u5bfe\u5fdc<\/h3>\n\n\n\n<p>Gemma 3\u306e4B\u4ee5\u4e0a\u306e\u30e2\u30c7\u30eb\u306f\u3001<mark>\u30c6\u30ad\u30b9\u30c8\u3068\u753b\u50cf\u3092\u540c\u6642\u306b\u5165\u529b\u3057\u3066\u51e6\u7406\u3067\u304d\u308b<a href=\"https:\/\/japan-ai.co.jp\/media\/5197\/\">\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb<\/a>\u6a5f\u80fd<\/mark>\u3092\u5099\u3048\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u753b\u50cf\u7406\u89e3\u306e\u4e2d\u6838\u3092\u62c5\u3046\u306e\u304c\u3001SigLIP\u3068\u547c\u3070\u308c\u308b\u30d3\u30b8\u30e7\u30f3\u30a8\u30f3\u30b3\u30fc\u30c0\u3067\u3059\u3002SigLIP\u306f\u5165\u529b\u3055\u308c\u305f\u753b\u50cf\u3092896\u00d7896\u30d4\u30af\u30bb\u30eb\u306e\u56fa\u5b9a\u30b5\u30a4\u30ba\u306b\u5909\u63db\u3057\u3001256\u500b\u306e\u300c\u30bd\u30d5\u30c8\u30c8\u30fc\u30af\u30f3\u300d\u3068\u547c\u3070\u308c\u308b\u30d9\u30af\u30c8\u30eb\u5217\u306b\u5909\u63db\u3057\u307e\u3059\u3002\u3053\u306e\u30d9\u30af\u30c8\u30eb\u5217\u304c\u30c6\u30ad\u30b9\u30c8\u30c8\u30fc\u30af\u30f3\u3068\u540c\u3058\u5f62\u5f0f\u3067\u8a00\u8a9e\u30e2\u30c7\u30eb\u306b\u5165\u529b\u3055\u308c\u308b\u3053\u3068\u3067\u3001\u753b\u50cf\u306e\u5185\u5bb9\u3092\u30c6\u30ad\u30b9\u30c8\u3068\u7d71\u5408\u7684\u306b\u7406\u89e3\u3067\u304d\u308b\u4ed5\u7d44\u307f\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u3055\u3089\u306b\u3001\u7570\u306a\u308b\u30a2\u30b9\u30da\u30af\u30c8\u6bd4\u3084\u9ad8\u89e3\u50cf\u5ea6\u306e\u753b\u50cf\u306b\u5bfe\u5fdc\u3059\u308b\u305f\u3081\u3001\u300cPan &amp; Scan\u300d\uff08\u30d1\u30f3&amp;\u30b9\u30ad\u30e3\u30f3\uff09\u3068\u547c\u3070\u308c\u308b\u9069\u5fdc\u7684\u30af\u30ea\u30c3\u30d4\u30f3\u30b0\u624b\u6cd5\u3092\u63a1\u7528\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u624b\u6cd5\u3067\u306f\u3001\u5143\u306e\u753b\u50cf\u3092\u8907\u6570\u306e\u9818\u57df\u306b\u5206\u5272\u3057\u3066\u305d\u308c\u305e\u308c\u3092\u30a8\u30f3\u30b3\u30fc\u30c9\u3059\u308b\u305f\u3081\u3001\u7d30\u90e8\u306e\u60c5\u5831\u304c\u5931\u308f\u308c\u306b\u304f\u304f\u3001\u753b\u50cf\u5185\u306e\u5c0f\u3055\u306a\u6587\u5b57\u3084\u7d30\u304b\u3044\u30c7\u30a3\u30c6\u30fc\u30eb\u3082\u6b63\u78ba\u306b\u8a8d\u8b58\u3067\u304d\u307e\u3059\u3002\u52d5\u753b\u306b\u3064\u3044\u3066\u3082\u3001\u30d5\u30ec\u30fc\u30e0\u5358\u4f4d\u3067\u306e\u89e3\u6790\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u753b\u50cf\u3068\u30c6\u30ad\u30b9\u30c8\u306e\u4e21\u65b9\u3092\u6271\u3048\u308b\u3053\u3068\u3067\u3001\u88fd\u54c1\u5199\u771f\u306e\u8aac\u660e\u6587\u751f\u6210\u3084\u30b0\u30e9\u30d5\u306e\u8aad\u307f\u53d6\u308a\u3001\u624b\u66f8\u304d\u30e1\u30e2\u306e\u30c7\u30b8\u30bf\u30eb\u5316\u306a\u3069\u3001\u5f93\u6765\u306f\u30c6\u30ad\u30b9\u30c8\u306e\u307f\u306eLLM\u3067\u306f\u56f0\u96e3\u3060\u3063\u305f\u30bf\u30b9\u30af\u3078\u306e\u9069\u7528\u304c\u5e83\u304c\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-3\">128K\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u30a6\u30a3\u30f3\u30c9\u30a6<\/h3>\n\n\n\n<p>Gemma 3\u306f\u3001\u6700\u5927128,000\u30c8\u30fc\u30af\u30f3\u306e\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u30a6\u30a3\u30f3\u30c9\u30a6\u3092\u5099\u3048\u3066\u304a\u308a\u3001<mark>\u9577\u6587\u66f8\u3084\u5927\u898f\u6a21\u30c7\u30fc\u30bf\u306e\u4e00\u62ec\u51e6\u7406<\/mark>\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n<p>128K\u30c8\u30fc\u30af\u30f3\u306f\u3001\u4e00\u822c\u7684\u306a\u5c0f\u8aac1\u518a\u5206\u306b\u76f8\u5f53\u3059\u308b\u60c5\u5831\u91cf\u3067\u3059\u3002\u5f93\u6765\u306eGemma 2\u3067\u306f\u6700\u59278,000\u30c8\u30fc\u30af\u30f3\u306b\u5236\u9650\u3055\u308c\u3066\u3044\u305f\u305f\u3081\u3001Gemma 3\u3067\u306f16\u500d\u3082\u306e\u62e1\u5f35\u304c\u5b9f\u73fe\u3057\u307e\u3057\u305f\u3002\u3053\u306e\u5927\u5e45\u306a\u62e1\u5f35\u306b\u3088\u308a\u3001\u9577\u5927\u306a\u5951\u7d04\u66f8\u306e\u5168\u6587\u89e3\u6790\u3001\u8907\u6570\u306e\u6280\u8853\u6587\u66f8\u3092\u6a2a\u65ad\u3057\u305f\u60c5\u5831\u62bd\u51fa\u3001\u9577\u6642\u9593\u306e\u4f1a\u8b70\u8a18\u9332\u306e\u8981\u7d04\u3068\u3044\u3063\u305f\u30bf\u30b9\u30af\u3092\u3001\u6587\u66f8\u3092\u5206\u5272\u3059\u308b\u3053\u3068\u306a\u304f\u4e00\u5ea6\u306b\u51e6\u7406\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u305f\u3060\u3057\u30011B\u30e2\u30c7\u30eb\u306e\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u30a6\u30a3\u30f3\u30c9\u30a6\u306f32K\u30c8\u30fc\u30af\u30f3\u306b\u5236\u9650\u3055\u308c\u3066\u3044\u308b\u70b9\u306b\u306f\u6ce8\u610f\u304c\u5fc5\u8981\u3067\u3059\u3002128K\u30c8\u30fc\u30af\u30f3\u306e\u30d5\u30eb\u6d3b\u7528\u306b\u306f4B\u4ee5\u4e0a\u306e\u30e2\u30c7\u30eb\u304c\u6c42\u3081\u3089\u308c\u307e\u3059\u3002\u9577\u6587\u51e6\u7406\u306e\u30cb\u30fc\u30ba\u304c\u9ad8\u3044\u696d\u52d9\u3067\u306f\u3001\u30e2\u30c7\u30eb\u30b5\u30a4\u30ba\u306e\u9078\u5b9a\u304c\u91cd\u8981\u306a\u5224\u65ad\u30dd\u30a4\u30f3\u30c8\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-4\">4\u7a2e\u985e\u306e\u30e2\u30c7\u30eb\u30b5\u30a4\u30ba<\/h3>\n\n\n\n<p>Gemma 3\u306f\u30011B\u30fb4B\u30fb12B\u30fb27B\u306e<mark>4\u3064\u306e\u30d1\u30e9\u30e1\u30fc\u30bf\u30b5\u30a4\u30ba<\/mark>\u3067\u63d0\u4f9b\u3055\u308c\u3066\u304a\u308a\u3001\u7528\u9014\u3084\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u74b0\u5883\u306b\u5fdc\u3058\u3066\u6700\u9069\u306a\u30e2\u30c7\u30eb\u3092\u9078\u629e\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>1B\u30e2\u30c7\u30eb\u306f\u30c6\u30ad\u30b9\u30c8\u5c02\u7528\u306e\u8d85\u8efd\u91cf\u30e2\u30c7\u30eb\u3067\u3001\u30b9\u30de\u30fc\u30c8\u30d5\u30a9\u30f3\u3084IoT\u30c7\u30d0\u30a4\u30b9\u306a\u3069\u306e\u30a8\u30c3\u30b8\u74b0\u5883\u3067\u306e\u52d5\u4f5c\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u30024B\u30e2\u30c7\u30eb\u304b\u3089\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u6a5f\u80fd\u304c\u5229\u7528\u53ef\u80fd\u306b\u306a\u308a\u3001\u753b\u50cf\u5165\u529b\u3092\u542b\u3080\u4e00\u822c\u7684\u306a\u30bf\u30b9\u30af\u306b\u5bfe\u5fdc\u3057\u307e\u3059\u300212B\u30e2\u30c7\u30eb\u306f\u8907\u96d1\u306a\u63a8\u8ad6\u3084\u9ad8\u5ea6\u306a\u8a00\u8a9e\u51e6\u7406\u306b\u5f37\u304f\u3001\u696d\u52d9\u7528\u9014\u306e\u30d0\u30e9\u30f3\u30b9\u306b\u512a\u308c\u305f\u30b5\u30a4\u30ba\u3067\u3059\u300227B\u30e2\u30c7\u30eb\u306f\u6700\u9ad8\u7cbe\u5ea6\u3092\u8a87\u308a\u3001\u9ad8\u5ea6\u306a\u5206\u6790\u3084\u5927\u898f\u6a21\u306a\u30b3\u30fc\u30c9\u751f\u6210\u306a\u3069\u3001\u7cbe\u5ea6\u304c\u6c42\u3081\u3089\u308c\u308b\u30bf\u30b9\u30af\u306b\u6700\u9069\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u52a0\u3048\u3066\u30012025\u5e748\u6708\u306b\u306f270M\u306e\u8d85\u8efd\u91cf\u30e2\u30c7\u30eb\u3082\u30ea\u30ea\u30fc\u30b9\u3055\u308c\u307e\u3057\u305f\u3002270M\u30e2\u30c7\u30eb\u306f\u30bf\u30b9\u30af\u7279\u5316\u578b\u306e\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u3084\u3001\u30ea\u30bd\u30fc\u30b9\u304c\u6975\u3081\u3066\u9650\u3089\u308c\u305f\u74b0\u5883\u3067\u306e\u5229\u7528\u3092\u60f3\u5b9a\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u3088\u3046\u306a\u5e45\u5e83\u3044\u30b5\u30a4\u30ba\u5c55\u958b\u306b\u3088\u308a\u3001\u30a8\u30c3\u30b8\u30c7\u30d0\u30a4\u30b9\u304b\u3089\u30ef\u30fc\u30af\u30b9\u30c6\u30fc\u30b7\u30e7\u30f3\u307e\u3067\u3001\u3042\u3089\u3086\u308b\u8a08\u7b97\u74b0\u5883\u3067Gemma 3\u3092\u6d3b\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u51fa\u5178:<a href=\"https:\/\/developers.googleblog.com\/en\/introducing-gemma-3-270m\/\" rel=\"nofollow\">Google Developers Blog\u300cIntroducing Gemma 3 270M\u300d<\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-5\">140\u4ee5\u4e0a\u306e\u8a00\u8a9e\u306b\u5bfe\u5fdc<\/h3>\n\n\n\n<p>Gemma 3\u306f140\u3092\u8d85\u3048\u308b\u8a00\u8a9e\u3067\u306e\u4e8b\u524d\u5b66\u7fd2\u3092\u884c\u3063\u3066\u304a\u308a\u3001<mark>\u591a\u8a00\u8a9e\u51e6\u7406\u80fd\u529b<\/mark>\u304c\u5927\u5e45\u306b\u5f37\u5316\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u7279\u306b35\u4ee5\u4e0a\u306e\u8a00\u8a9e\u306b\u3064\u3044\u3066\u306f\u8ffd\u52a0\u306e\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u306a\u3057\u3067\u9ad8\u54c1\u8cea\u306a\u5fdc\u7b54\u304c\u53ef\u80fd\u306a\u300c\u30a2\u30a6\u30c8\u30fb\u30aa\u30d6\u30fb\u30b6\u30fb\u30dc\u30c3\u30af\u30b9\u30b5\u30dd\u30fc\u30c8\u300d\u304c\u63d0\u4f9b\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u65e5\u672c\u8a9e\u3082\u3053\u306e\u5bfe\u8c61\u306b\u542b\u307e\u308c\u3066\u304a\u308a\u3001\u65e5\u672c\u8a9e\u3067\u306e\u8cea\u554f\u5fdc\u7b54\u3084\u6587\u7ae0\u751f\u6210\u3001\u7ffb\u8a33\u30bf\u30b9\u30af\u306b\u304a\u3044\u3066\u5b9f\u7528\u7684\u306a\u7cbe\u5ea6\u3092\u767a\u63ee\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u591a\u8a00\u8a9e\u5bfe\u5fdc\u306e\u5f37\u5316\u306f\u3001\u30b0\u30ed\u30fc\u30d0\u30eb\u306b\u4e8b\u696d\u3092\u5c55\u958b\u3059\u308b\u4f01\u696d\u306b\u3068\u3063\u3066\u5927\u304d\u306a\u30e1\u30ea\u30c3\u30c8\u3067\u3059\u3002\u305f\u3068\u3048\u3070\u3001\u65e5\u672c\u8a9e\u3068\u82f1\u8a9e\u306e\u793e\u5185\u6587\u66f8\u3092\u6a2a\u65ad\u7684\u306b\u691c\u7d22\u30fb\u8981\u7d04\u3057\u305f\u308a\u3001\u591a\u8a00\u8a9e\u306e\u30ab\u30b9\u30bf\u30de\u30fc\u30b5\u30dd\u30fc\u30c8\u3092\u5358\u4e00\u306e\u30e2\u30c7\u30eb\u3067\u51e6\u7406\u3057\u305f\u308a\u3068\u3044\u3063\u305f\u6d3b\u7528\u304c\u73fe\u5b9f\u7684\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-6\">\u91cf\u5b50\u5316\u30e2\u30c7\u30eb<\/h3>\n\n\n\n<p>Gemma 3\u306f\u516c\u5f0f\u306e\u91cf\u5b50\u5316\u30e2\u30c7\u30eb\u3092\u63d0\u4f9b\u3057\u3066\u304a\u308a\u3001<mark>\u30e1\u30e2\u30ea\u4f7f\u7528\u91cf\u3092\u5927\u5e45\u306b\u524a\u6e1b\u3057\u306a\u304c\u3089\u9ad8\u3044\u7cbe\u5ea6\u3092\u7dad\u6301<\/mark>\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u91cf\u5b50\u5316\u3068\u306f\u3001\u30e2\u30c7\u30eb\u306e\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u8868\u73fe\u3059\u308b\u30c7\u30fc\u30bf\u7cbe\u5ea6\u3092\u4e0b\u3052\u308b\u6280\u8853\u3067\u3059\u3002\u305f\u3068\u3048\u3070\u3001\u901a\u5e3816\u30d3\u30c3\u30c8\u3067\u8868\u73fe\u3055\u308c\u308b\u30d1\u30e9\u30e1\u30fc\u30bf\u30924\u30d3\u30c3\u30c8\u306b\u5727\u7e2e\u3059\u308b\u3053\u3068\u3067\u3001\u30e2\u30c7\u30eb\u306e\u30d5\u30a1\u30a4\u30eb\u30b5\u30a4\u30ba\u3068\u30e1\u30e2\u30ea\u6d88\u8cbb\u91cf\u3092\u5927\u5e45\u306b\u524a\u6e1b\u3067\u304d\u307e\u3059\u3002Google\u304c\u63d0\u4f9b\u3059\u308bGemma QAT\uff08Quantization-Aware Training\u3001\u91cf\u5b50\u5316\u5bfe\u5fdc\u5b66\u7fd2\uff09\u306f\u3001\u5b66\u7fd2\u6bb5\u968e\u304b\u3089\u91cf\u5b50\u5316\u3092\u8003\u616e\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u7cbe\u5ea6\u306e\u52a3\u5316\u3092\u6700\u5c0f\u9650\u306b\u6291\u3048\u3089\u308c\u308b\u70b9\u304c\u7279\u5fb4\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u5177\u4f53\u7684\u306b\u306f\u300127B\u30e2\u30c7\u30eb\u306e\u91cf\u5b50\u5316\u7248\u3067\u3042\u308c\u3070\u3001NVIDIA RTX 3090\u306e\u3088\u3046\u306a\u4e00\u822c\u7684\u306aGPU\u3067\u3082\u30ed\u30fc\u30ab\u30eb\u5b9f\u884c\u304c\u53ef\u80fd\u3067\u3059\u3002\u9ad8\u6027\u80fd\u306a\u30b5\u30fc\u30d0\u30fc\u3092\u7528\u610f\u3057\u306a\u304f\u3066\u3082\u3001\u30ce\u30fc\u30c8PC\u3084\u30c7\u30b9\u30af\u30c8\u30c3\u30d7PC\u3067\u672c\u683c\u7684\u306aLLM\u3092\u52d5\u304b\u305b\u308b\u305f\u3081\u3001\u500b\u4eba\u958b\u767a\u8005\u3084\u4e2d\u5c0f\u4f01\u696d\u306b\u3068\u3063\u3066\u3082\u5c0e\u5165\u306e\u30cf\u30fc\u30c9\u30eb\u304c\u5927\u304d\u304f\u4e0b\u304c\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-7\">\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u306e\u5de5\u592b<\/h3>\n\n\n\n<p>Gemma 3\u306f\u3001Sliding Window Attention\uff08\u30b9\u30e9\u30a4\u30c7\u30a3\u30f3\u30b0\u30a6\u30a3\u30f3\u30c9\u30a6\u30a2\u30c6\u30f3\u30b7\u30e7\u30f3\uff09\u30685\u5bfe1\u306e\u30a4\u30f3\u30bf\u30fc\u30ea\u30fc\u30d6\u30c9\u30a2\u30c6\u30f3\u30b7\u30e7\u30f3\u306b\u3088\u308a\u3001<mark>\u5f93\u6765\u30e2\u30c7\u30eb\u3088\u308a\u3082\u5c11\u306a\u3044\u30e1\u30e2\u30ea\u3067\u9577\u6587\u51e6\u7406\u3092\u5b9f\u73fe<\/mark>\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u5f93\u6765\u306eTransformer\u30e2\u30c7\u30eb\u3067\u306f\u3001\u3059\u3079\u3066\u306e\u30c8\u30fc\u30af\u30f3\u9593\u306e\u95a2\u4fc2\u3092\u8a08\u7b97\u3059\u308b\u30b0\u30ed\u30fc\u30d0\u30eb\u30a2\u30c6\u30f3\u30b7\u30e7\u30f3\u304c\u7528\u3044\u3089\u308c\u3066\u3044\u307e\u3057\u305f\u3002\u3057\u304b\u3057\u3001\u5165\u529b\u304c\u9577\u304f\u306a\u308b\u307b\u3069\u30e1\u30e2\u30ea\u6d88\u8cbb\u91cf\u304c\u6025\u5897\u3059\u308b\u3068\u3044\u3046\u8ab2\u984c\u304c\u3042\u308a\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p>Gemma 3\u3067\u306f\u3001\u8fd1\u508d1,024\u30c8\u30fc\u30af\u30f3\u306e\u307f\u3092\u53c2\u7167\u3059\u308b\u30ed\u30fc\u30ab\u30eb\u30a2\u30c6\u30f3\u30b7\u30e7\u30f3\u5c64\u30925\u3064\u3001\u5168\u30c8\u30fc\u30af\u30f3\u3092\u53c2\u7167\u3059\u308b\u30b0\u30ed\u30fc\u30d0\u30eb\u30a2\u30c6\u30f3\u30b7\u30e7\u30f3\u5c64\u30921\u3064\u3068\u3044\u3046\u300c5\u5bfe1\u300d\u306e\u6bd4\u7387\u3067\u4ea4\u4e92\u306b\u914d\u7f6e\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u8a2d\u8a08\u306b\u3088\u308a\u3001\u77ed\u8ddd\u96e2\u3068\u9577\u8ddd\u96e2\u306e\u4e21\u65b9\u306e\u6587\u8108\u4f9d\u5b58\u95a2\u4fc2\u3092\u6349\u3048\u3064\u3064\u3001KV\u30ad\u30e3\u30c3\u30b7\u30e5\uff08\u63a8\u8ad6\u6642\u306b\u4fdd\u6301\u3059\u308b\u4e2d\u9593\u30c7\u30fc\u30bf\uff09\u306e\u30e1\u30e2\u30ea\u4f7f\u7528\u91cf\u3092\u5927\u5e45\u306b\u524a\u6e1b\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u307e\u305f\u3001Gemma 2\u3067\u63a1\u7528\u3055\u308c\u3066\u3044\u305f\u30bd\u30d5\u30c8\u30ad\u30e3\u30c3\u30d7\u30e1\u30ab\u30cb\u30ba\u30e0\u306b\u4ee3\u308f\u308a\u3001QK-norm\uff08\u30af\u30a8\u30ea\u30fb\u30ad\u30fc\u6b63\u898f\u5316\uff09\u3092\u5c0e\u5165\u3059\u308b\u3053\u3068\u3067\u3001\u7cbe\u5ea6\u5411\u4e0a\u3068\u51e6\u7406\u901f\u5ea6\u306e\u9ad8\u901f\u5316\u3092\u540c\u6642\u306b\u9054\u6210\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u3046\u3057\u305f\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u306e\u6539\u826f\u304c\u3001\u5358\u4e00GPU\u3067\u306e128K\u30c8\u30fc\u30af\u30f3\u51e6\u7406\u3068\u3044\u3046\u9ad8\u3044\u52b9\u7387\u6027\u3092\u652f\u3048\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u4e3b\u8981\u306aLLM\u306e\u6027\u80fd\u6bd4\u8f03\u306b\u3064\u3044\u3066\u306f\u3001\u300c<a href=\"https:\/\/japan-ai.co.jp\/media\/5594\/\">\u4e3b\u8981LLM\u3092\u6bd4\u8f03\uff01GPT\u30fbClaude\u30fbGemini\u306e\u9055\u3044\u3092\u5fb9\u5e95\u89e3\u8aac\u3010\u6700\u65b0\u3011<\/a>\u300d\u306e\u8a18\u4e8b\u3082\u3042\u308f\u305b\u3066\u3054\u89a7\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-8\">Gemma 3\u306e\u6027\u80fd<\/h2>\n\n\n\n<p>Gemma 3 27B\u306f\u3001LMSys Chatbot Arena\u306b\u304a\u3044\u3066Elo\u30b9\u30b3\u30a21,338\u3092\u8a18\u9332\u3057\u3001<mark>\u30af\u30ed\u30fc\u30ba\u30c9\u30e2\u30c7\u30eb\u3092\u542b\u3080\u30c8\u30c3\u30d710\u570f\u5185<\/mark>\u306b\u4f4d\u7f6e\u3059\u308b\u6027\u80fd\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002\u4ee5\u4e0b\u306e\u8868\u306f\u3001Gemma 3\u3068Gemma 2\u306e\u4e3b\u8981\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u30b9\u30b3\u30a2\u3092\u6bd4\u8f03\u3057\u305f\u3082\u306e\u3067\u3059\u3002<\/p>\n\n\n<div id=\"id-2b548d97-3c83-40c6-80cc-c2ecd0a0b34f\">\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><th>\u30d9\u30f3\u30c1\u30de\u30fc\u30af<\/th><th>Gemma 2 27B<\/th><th>Gemma 3 27B<\/th><th>\u8a55\u4fa1\u5185\u5bb9<\/th><\/tr><tr><td>MMLU-Pro<\/td><td>56.9%<\/td><td>67.5%<\/td><td>\u5e45\u5e83\u3044\u5206\u91ce\u306e\u77e5\u8b58\u3068\u63a8\u8ad6<\/td><\/tr><tr><td>MATH<\/td><td>55.6%<\/td><td>89.0%<\/td><td>\u6570\u5b66\u7684\u63a8\u8ad6<\/td><\/tr><tr><td>GPQA Diamond<\/td><td>34.3%<\/td><td>42.4%<\/td><td>\u5927\u5b66\u9662\u30ec\u30d9\u30eb\u306e\u79d1\u5b66\u77e5\u8b58<\/td><\/tr><tr><td>LiveCodeBench<\/td><td>20.4%<\/td><td>29.7%<\/td><td>\u30b3\u30fc\u30c9\u751f\u6210<\/td><\/tr><tr><td>MMMU<\/td><td>\u2014<\/td><td>64.9%<\/td><td>\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u7406\u89e3\u30fb\u63a8\u8ad6<\/td><\/tr><\/tbody><\/table><\/figure>\n<\/div>\n\n\n<p>\u7279\u306b\u6ce8\u76ee\u3059\u3079\u304d\u306f\u3001MATH\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u306b\u304a\u3051\u308b89.0%\u3068\u3044\u3046\u30b9\u30b3\u30a2\u3067\u3059\u3002Gemma 2 27B\u306e55.6%\u304b\u308933\u30dd\u30a4\u30f3\u30c8\u4ee5\u4e0a\u306e\u5411\u4e0a\u3092\u793a\u3057\u3066\u304a\u308a\u3001\u6570\u5b66\u7684\u63a8\u8ad6\u80fd\u529b\u304c\u98db\u8e8d\u7684\u306b\u5f37\u5316\u3055\u308c\u305f\u3053\u3068\u304c\u308f\u304b\u308a\u307e\u3059\u3002MMLU-Pro\u3067\u308210\u30dd\u30a4\u30f3\u30c8\u4ee5\u4e0a\u306e\u6539\u5584\u3092\u9054\u6210\u3057\u3001\u77e5\u8b58\u306e\u5e45\u5e83\u3055\u3068\u63a8\u8ad6\u306e\u6df1\u3055\u306e\u4e21\u9762\u3067\u5927\u304d\u304f\u9032\u6b69\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3055\u3089\u306b\u3001MMMU\uff08\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u7406\u89e3\u30fb\u63a8\u8ad6\uff09\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3067\u306f64.9%\u3092\u8a18\u9332\u3057\u3066\u304a\u308a\u3001\u753b\u50cf\u3068\u30c6\u30ad\u30b9\u30c8\u3092\u7d44\u307f\u5408\u308f\u305b\u305f\u7406\u89e3\u529b\u306b\u304a\u3044\u3066\u3082\u9ad8\u3044\u6c34\u6e96\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002Gemma 2\u306b\u306f\u306a\u304b\u3063\u305f\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u8a55\u4fa1\u3067\u9ad8\u30b9\u30b3\u30a2\u3092\u51fa\u3057\u3066\u3044\u308b\u70b9\u306f\u3001Gemma 3\u306e\u5927\u304d\u306a\u9032\u5316\u3092\u8c61\u5fb4\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u540c\u30d1\u30e9\u30e1\u30fc\u30bf\u5e2f\u306e\u30aa\u30fc\u30d7\u30f3\u30e2\u30c7\u30eb\u3068\u6bd4\u8f03\u3057\u3066\u3082\u3001Gemma 3 27B\u306f\u591a\u304f\u306e\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3067\u7af6\u5408\u30e2\u30c7\u30eb\u3092\u4e0a\u56de\u308b\u7d50\u679c\u3092\u51fa\u3057\u3066\u304a\u308a\u3001\u30ed\u30fc\u30ab\u30eb\u5b9f\u884c\u53ef\u80fd\u306aLLM\u3068\u3057\u3066\u9ad8\u3044\u5b9f\u7528\u6027\u3092\u5099\u3048\u305f\u30e2\u30c7\u30eb\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u51fa\u5178:<a href=\"https:\/\/deepmind.google\/models\/gemma\/gemma-3\/\" rel=\"nofollow\">Google DeepMind\u300cGemma 3\u300d<\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-9\">Gemma 3\u3067\u3067\u304d\u308b\u3053\u3068<\/h2>\n\n\n\n<p>Gemma 3\u306e\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u5bfe\u5fdc\u3084\u591a\u8a00\u8a9e\u51e6\u7406\u3001\u9577\u5927\u306a\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u30a6\u30a3\u30f3\u30c9\u30a6\u3092\u6d3b\u304b\u3059\u3053\u3068\u3067\u3001<mark>\u5e45\u5e83\u3044\u30d3\u30b8\u30cd\u30b9\u30b7\u30fc\u30f3\u3067\u306e\u5b9f\u8df5\u7684\u306a\u6d3b\u7528<\/mark>\u304c\u53ef\u80fd\u3067\u3059\u3002Gemma 3\u306e\u4ee3\u8868\u7684\u306a4\u3064\u306e\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u591a\u8a00\u8a9e\u5bfe\u5fdc\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8<\/li>\n\n\n\n<li>\u30b3\u30fc\u30c9\u751f\u6210<\/li>\n\n\n\n<li>\u753b\u50cf\u30fb\u52d5\u753b\u30c7\u30fc\u30bf\u306e\u89e3\u6790<\/li>\n\n\n\n<li>\u793e\u5185\u6587\u66f8\u306e\u8981\u7d04\u30fb\u7ffb\u8a33<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-10\">\u591a\u8a00\u8a9e\u5bfe\u5fdc\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8<\/h3>\n\n\n\n<p>Gemma 3\u306e140\u8a00\u8a9e\u5bfe\u5fdc\u3092\u6d3b\u304b\u3059\u3053\u3068\u3067\u3001<mark>\u591a\u8a00\u8a9e\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306e\u69cb\u7bc9<\/mark>\u304c\u73fe\u5b9f\u7684\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u5f93\u6765\u3001\u591a\u8a00\u8a9e\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3092\u69cb\u7bc9\u3059\u308b\u306b\u306f\u3001\u8a00\u8a9e\u3054\u3068\u306b\u500b\u5225\u306e\u30e2\u30c7\u30eb\u3092\u7528\u610f\u3059\u308b\u304b\u3001\u7ffb\u8a33API\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3057\u305f\u3002Gemma 3\u3067\u306f\u5358\u4e00\u30e2\u30c7\u30eb\u3067\u8907\u6570\u8a00\u8a9e\u306e\u8cea\u554f\u5fdc\u7b54\u306b\u5bfe\u5fdc\u3067\u304d\u308b\u305f\u3081\u3001\u30b7\u30b9\u30c6\u30e0\u69cb\u6210\u304c\u30b7\u30f3\u30d7\u30eb\u306b\u306a\u308a\u3001\u904b\u7528\u30b3\u30b9\u30c8\u3082\u6291\u3048\u3089\u308c\u307e\u3059\u3002\u305f\u3068\u3048\u3070\u3001\u65e5\u672c\u8a9e\u30fb\u82f1\u8a9e\u30fb\u4e2d\u56fd\u8a9e\u30fb\u97d3\u56fd\u8a9e\u3067\u5bc4\u305b\u3089\u308c\u308b\u30ab\u30b9\u30bf\u30de\u30fc\u30b5\u30dd\u30fc\u30c8\u306e\u554f\u3044\u5408\u308f\u305b\u3092\u30011\u3064\u306eGemma 3\u30e2\u30c7\u30eb\u3067\u51e6\u7406\u3059\u308b\u3068\u3044\u3063\u305f\u904b\u7528\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u30aa\u30fc\u30d7\u30f3\u30a6\u30a7\u30a4\u30c8\u30e2\u30c7\u30eb\u3067\u3042\u308b\u305f\u3081\u3001\u81ea\u793e\u306e\u30b5\u30fc\u30d0\u30fc\u3084\u30af\u30e9\u30a6\u30c9\u74b0\u5883\u306b\u30c7\u30d7\u30ed\u30a4\u3067\u304d\u3001\u9867\u5ba2\u30c7\u30fc\u30bf\u3092\u5916\u90e8\u306b\u9001\u4fe1\u305b\u305a\u306b\u904b\u7528\u3067\u304d\u308b\u70b9\u3082\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3092\u91cd\u8996\u3059\u308b\u4f01\u696d\u306b\u3068\u3063\u3066\u5927\u304d\u306a\u5229\u70b9\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-11\">\u30b3\u30fc\u30c9\u751f\u6210<\/h3>\n\n\n\n<p>Gemma 3\u306f\u81ea\u7136\u8a00\u8a9e\u306b\u3088\u308b\u6307\u793a\u304b\u3089\u30b3\u30fc\u30c9\u306e\u96db\u5f62\u3084\u95a2\u6570\u3092\u81ea\u52d5\u751f\u6210\u3067\u304d\u3001<mark>\u958b\u767a\u4f5c\u696d\u306e\u52b9\u7387\u5316<\/mark>\u306b\u8ca2\u732e\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>LiveCodeBench\u306729.7%\u306e\u30b9\u30b3\u30a2\u3092\u8a18\u9332\u3057\u3066\u304a\u308a\u3001\u30b3\u30fc\u30c9\u751f\u6210\u30bf\u30b9\u30af\u306b\u304a\u3044\u3066\u3082\u5b9f\u7528\u7684\u306a\u7cbe\u5ea6\u3092\u5099\u3048\u3066\u3044\u307e\u3059\u3002\u305f\u3068\u3048\u3070\u3001\u300cPython\u3067CSV\u30d5\u30a1\u30a4\u30eb\u3092\u8aad\u307f\u8fbc\u307f\u3001\u58f2\u4e0a\u30c7\u30fc\u30bf\u3092\u6708\u5225\u306b\u96c6\u8a08\u3059\u308b\u30b9\u30af\u30ea\u30d7\u30c8\u3092\u66f8\u3044\u3066\u300d\u3068\u3044\u3063\u305f\u81ea\u7136\u8a00\u8a9e\u306e\u6307\u793a\u304b\u3089\u3001\u52d5\u4f5c\u3059\u308b\u30b3\u30fc\u30c9\u3092\u751f\u6210\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30ed\u30fc\u30ab\u30eb\u74b0\u5883\u3067\u52d5\u4f5c\u3059\u308b\u305f\u3081\u3001\u793e\u5185\u306e\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u3084\u6a5f\u5bc6\u6027\u306e\u9ad8\u3044\u4ed5\u69d8\u66f8\u3092\u53c2\u7167\u3057\u306a\u304c\u3089\u30b3\u30fc\u30c9\u751f\u6210\u3092\u884c\u3046\u5834\u5408\u3067\u3082\u3001\u5916\u90e8\u30b5\u30fc\u30d3\u30b9\u3078\u306e\u60c5\u5831\u6f0f\u6d29\u30ea\u30b9\u30af\u3092\u56de\u907f\u3067\u304d\u307e\u3059\u3002\u30d7\u30ed\u30c8\u30bf\u30a4\u30d7\u306e\u8fc5\u901f\u306a\u4f5c\u6210\u3084\u30dc\u30a4\u30e9\u30fc\u30d7\u30ec\u30fc\u30c8\u30b3\u30fc\u30c9\u306e\u81ea\u52d5\u5316\u306a\u3069\u3001\u958b\u767a\u30b5\u30a4\u30af\u30eb\u306e\u77ed\u7e2e\u306b\u76f4\u7d50\u3059\u308b\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-12\">\u753b\u50cf\u30fb\u52d5\u753b\u30c7\u30fc\u30bf\u306e\u89e3\u6790<\/h3>\n\n\n\n<p>\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u6a5f\u80fd\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u3001Gemma 3\u306f<mark>\u753b\u50cf\u8a8d\u8b58\u3084\u52d5\u753b\u30d5\u30ec\u30fc\u30e0\u89e3\u6790<\/mark>\u306b\u3082\u5bfe\u5fdc\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>SigLIP\u30a8\u30f3\u30b3\u30fc\u30c0\u3068Pan &amp; Scan\u624b\u6cd5\u306b\u3088\u308a\u3001\u9ad8\u89e3\u50cf\u5ea6\u306e\u753b\u50cf\u3067\u3082\u7d30\u90e8\u307e\u3067\u6b63\u78ba\u306b\u8a8d\u8b58\u3067\u304d\u308b\u305f\u3081\u3001\u88fd\u9020\u696d\u306b\u304a\u3051\u308b\u88fd\u54c1\u306e\u5916\u89b3\u691c\u67fb\u3084\u3001\u533b\u7642\u5206\u91ce\u3067\u306e\u753b\u50cf\u6240\u898b\u306e\u88dc\u52a9\u7684\u306a\u8a18\u8ff0\u751f\u6210\u306a\u3069\u3001\u5c02\u9580\u6027\u306e\u9ad8\u3044\u9818\u57df\u3067\u306e\u6d3b\u7528\u304c\u671f\u5f85\u3055\u308c\u307e\u3059\u3002\u52d5\u753b\u306b\u3064\u3044\u3066\u306f\u30d5\u30ec\u30fc\u30e0\u5358\u4f4d\u3067\u306e\u89e3\u6790\u304c\u53ef\u80fd\u3067\u3042\u308a\u3001\u76e3\u8996\u30ab\u30e1\u30e9\u6620\u50cf\u306e\u7570\u5e38\u691c\u77e5\u3084\u3001\u52d5\u753b\u30b3\u30f3\u30c6\u30f3\u30c4\u306e\u30b7\u30fc\u30f3\u5206\u985e\u3068\u3044\u3063\u305f\u30bf\u30b9\u30af\u306b\u3082\u5fdc\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>MMMU\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u306764.9%\u3092\u8a18\u9332\u3057\u3066\u3044\u308b\u901a\u308a\u3001\u753b\u50cf\u3068\u30c6\u30ad\u30b9\u30c8\u3092\u7d71\u5408\u7684\u306b\u7406\u89e3\u3059\u308b\u80fd\u529b\u306f\u9ad8\u3044\u6c34\u6e96\u306b\u3042\u308a\u3001\u8996\u899a\u60c5\u5831\u3092\u4f34\u3046\u696d\u52d9\u306e\u81ea\u52d5\u5316\u30fb\u52b9\u7387\u5316\u306b\u5bc4\u4e0e\u3059\u308b\u30e2\u30c7\u30eb\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-13\">\u793e\u5185\u6587\u66f8\u306e\u8981\u7d04\u30fb\u7ffb\u8a33<\/h3>\n\n\n\n<p>128K\u30c8\u30fc\u30af\u30f3\u306e\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u30a6\u30a3\u30f3\u30c9\u30a6\u3068\u591a\u8a00\u8a9e\u5bfe\u5fdc\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001Gemma 3\u306f<mark>\u9577\u6587\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306e\u8981\u7d04\u3084\u591a\u8a00\u8a9e\u9593\u306e\u7ffb\u8a33<\/mark>\u306b\u304a\u3044\u3066\u9ad8\u3044\u5b9f\u7528\u6027\u3092\u767a\u63ee\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u305f\u3068\u3048\u3070\u3001100\u30da\u30fc\u30b8\u3092\u8d85\u3048\u308b\u6280\u8853\u4ed5\u69d8\u66f8\u306e\u8981\u70b9\u3092\u62bd\u51fa\u3057\u305f\u308a\u3001\u65e5\u672c\u8a9e\u306e\u793e\u5185\u30de\u30cb\u30e5\u30a2\u30eb\u3092\u82f1\u8a9e\u306b\u7ffb\u8a33\u3057\u3066\u6d77\u5916\u62e0\u70b9\u306b\u5171\u6709\u3057\u305f\u308a\u3068\u3044\u3063\u305f\u696d\u52d9\u3092\u3001\u6587\u66f8\u3092\u5206\u5272\u3059\u308b\u3053\u3068\u306a\u304f\u4e00\u62ec\u3067\u51e6\u7406\u3067\u304d\u307e\u3059\u3002\u5f93\u6765\u306e\u30e2\u30c7\u30eb\u3067\u306f\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u9577\u306e\u5236\u9650\u306b\u3088\u308a\u6587\u66f8\u3092\u5206\u5272\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u3001\u6587\u8108\u306e\u65ad\u7d76\u306b\u3088\u308b\u8981\u7d04\u7cbe\u5ea6\u306e\u4f4e\u4e0b\u304c\u8ab2\u984c\u3067\u3057\u305f\u3002Gemma 3\u306e128K\u30c8\u30fc\u30af\u30f3\u5bfe\u5fdc\u306b\u3088\u308a\u3001\u3053\u306e\u554f\u984c\u304c\u89e3\u6d88\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30ed\u30fc\u30ab\u30eb\u74b0\u5883\u3067\u51e6\u7406\u3067\u304d\u308b\u305f\u3081\u3001\u6a5f\u5bc6\u6027\u306e\u9ad8\u3044\u793e\u5185\u6587\u66f8\u3092\u5916\u90e8\u30af\u30e9\u30a6\u30c9\u306b\u9001\u4fe1\u3059\u308b\u5fc5\u8981\u304c\u306a\u304f\u3001\u60c5\u5831\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306e\u89b3\u70b9\u304b\u3089\u3082\u5b89\u5fc3\u3057\u3066\u6d3b\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\">\n\n\n\n<p><b>AI\u6d3b\u7528\u306e\u7b2c\u4e00\u6b69\u3092\u300cJAPAN AI CHAT\u300d\u3067<\/b><\/p>\n\n\n\n<p>Gemma 3\u306e\u3088\u3046\u306a\u30aa\u30fc\u30d7\u30f3\u30e2\u30c7\u30eb\u306e\u9032\u5316\u304c\u793a\u3059\u901a\u308a\u3001LLM\u306e\u6d3b\u7528\u306f\u4f01\u696d\u306e\u7af6\u4e89\u529b\u3092\u5de6\u53f3\u3059\u308b\u6642\u4ee3\u306b\u5165\u3063\u3066\u3044\u307e\u3059\u3002\u300c\u81ea\u793e\u3067\u3082AI\u3092\u696d\u52d9\u306b\u53d6\u308a\u5165\u308c\u305f\u3044\u304c\u3001\u3069\u3053\u304b\u3089\u59cb\u3081\u308c\u3070\u3088\u3044\u304b\u308f\u304b\u3089\u306a\u3044\u300d\u3068\u3044\u3046\u65b9\u306b\u306f\u3001\u6cd5\u4eba\u5411\u3051\u751f\u6210AI\u30c1\u30e3\u30c3\u30c8<a href=\"https:\/\/japan-ai.co.jp\/chat\/?uqid=p2056i86409db80a&amp;bid=6683I86d2e24f378\">JAPAN AI CHAT<\/a>\u304c\u304a\u3059\u3059\u3081\u3067\u3059\u3002\u8907\u6570\u306eAI\u30e2\u30c7\u30eb\u3092\u7528\u9014\u306b\u5fdc\u3058\u3066\u4f7f\u3044\u5206\u3051\u3089\u308c\u308b\u30de\u30eb\u30c1LLM\u5bfe\u5fdc\u3068\u3001\u793e\u5185\u30c7\u30fc\u30bf\u3092\u6d3b\u7528\u3057\u305f\u9ad8\u7cbe\u5ea6RAG\u306b\u3088\u308a\u3001\u73fe\u5834\u3067\u300c\u4f7f\u3048\u308b\u56de\u7b54\u300d\u3092\u5b9f\u73fe\u3057\u307e\u3059\u3002\u4e0a\u5834\u4f01\u696d\u6c34\u6e96\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u4f53\u5236\u3068\u5c02\u4efb\u62c5\u5f53\u306b\u3088\u308b\u5b9a\u7740\u652f\u63f4\u3067\u3001\u5b89\u5fc3\u3057\u3066AI\u6d3b\u7528\u3092\u59cb\u3081\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n<section><a class=\"cta_ai_chat cta_wh_type\" href=\"https:\/\/japan-ai.co.jp\/chat\/?uqid=p2056i86409db80a&amp;bid=6683I86d2e24f378\" target=\"_blank\"><div class=\"cta_logo\"><img decoding=\"async\" src=\"https:\/\/japan-ai.co.jp\/media\/wp-content\/themes\/sango-theme-child\/images\/logo_cta.png\"><\/div><div class=\"cta_inner\"><div class=\"cta_inner_top\"><p class=\"sub_bot_p\">\n                    \u8cb4\u793e\u696d\u52d9\u306b\u7279\u5316\u3057\u305fAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u642d\u8f09\uff01<br class=\"pc_br\"><br class=\"sp_br\">\u4e0a\u5834\u4f01\u696d\u6c34\u6e96\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u74b0\u5883\u3068<br class=\"sp_br\"><span>\u6d3b\u7528\u652f\u63f4\u3092\u7121\u511f<\/span>\u3067\u63d0\u4f9b\n                <\/p><\/div><div class=\"cta_inner_bot\"><div class=\"cta_txtbox\"><h4 id=\"i-14\"><span>\u30c1\u30e3\u30c3\u30c8\u30c4\u30fc\u30eb\u306a\u3089<\/span>\n                        JAPAN AI CHAT\n                    <\/h4><div class=\"txt_cols\"><div class=\"txt_itm\"><div><svg width=\"18\" height=\"19\" viewBox=\"0 0 18 19\" fill=\"none\"><g clip-path=\"url(#clip0_259_279)\"><path d=\"M9.00082 18.0363C10.1732 18.0378 11.3343 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stroke-linejoin=\"round\" \/><\/g><defs><clipPath id=\"clip0_259_279\"><rect width=\"18\" height=\"18\" fill=\"white\" transform=\"translate(-0.00012207 0.11084)\" \/><\/clipPath><\/defs><\/svg><\/div><p>\n                                \u4e0a\u5834\u4f01\u696d\u6c34\u6e96\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u74b0\u5883\n                            <\/p><\/div><div class=\"txt_itm\"><div><svg width=\"18\" height=\"19\" viewBox=\"0 0 18 19\" fill=\"none\"><g clip-path=\"url(#clip0_259_279)\"><path d=\"M9.00082 18.0363C10.1732 18.0378 11.3343 17.8076 12.4174 17.359C13.5005 16.9103 14.4842 16.2521 15.3121 15.422C16.1422 14.5941 16.8005 13.6103 17.2491 12.5272C17.6978 11.4441 17.928 10.283 17.9264 9.11069C17.9279 7.93834 17.6977 6.77725 17.2491 5.69415C16.8004 4.61105 16.1422 3.62728 15.3121 2.79938C14.4842 1.96931 13.5005 1.31103 12.4174 0.86238C11.3343 0.413728 10.1732 0.183547 9.00082 0.185066C7.82848 0.183572 6.66739 0.413764 5.58429 0.862414C4.50118 1.31107 3.51742 1.96933 2.68952 2.79938C1.85947 3.62728 1.2012 4.61105 0.752551 5.69415C0.3039 6.77725 0.0737082 7.93834 0.0752028 9.11069C0.0736838 10.283 0.303865 11.4441 0.752517 12.5272C1.20117 13.6103 1.85945 14.5941 2.68952 15.422C3.51742 16.252 4.50118 16.9103 5.58429 17.359C6.66739 17.8076 7.82848 18.0378 9.00082 18.0363Z\" fill=\"#EE3E3E\" \/><path d=\"M5.43066 9.11079L8.10835 11.7885L13.4637 6.43311\" fill=\"#EE3E3E\" \/><path d=\"M5.43066 9.11079L8.10835 11.7885L13.4637 6.43311\" stroke=\"white\" stroke-width=\"1.78512\" stroke-linecap=\"round\" stroke-linejoin=\"round\" \/><\/g><defs><clipPath id=\"clip0_259_279\"><rect width=\"18\" height=\"18\" fill=\"white\" transform=\"translate(-0.00012207 0.11084)\" \/><\/clipPath><\/defs><\/svg><\/div><p>\n                                \u8c4a\u5bcc\u306a\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u3092\u3054\u7528\u610f\n                            <\/p><\/div><div class=\"txt_itm\"><div><svg width=\"18\" height=\"19\" viewBox=\"0 0 18 19\" fill=\"none\"><g clip-path=\"url(#clip0_259_279)\"><path d=\"M9.00082 18.0363C10.1732 18.0378 11.3343 17.8076 12.4174 17.359C13.5005 16.9103 14.4842 16.2521 15.3121 15.422C16.1422 14.5941 16.8005 13.6103 17.2491 12.5272C17.6978 11.4441 17.928 10.283 17.9264 9.11069C17.9279 7.93834 17.6977 6.77725 17.2491 5.69415C16.8004 4.61105 16.1422 3.62728 15.3121 2.79938C14.4842 1.96931 13.5005 1.31103 12.4174 0.86238C11.3343 0.413728 10.1732 0.183547 9.00082 0.185066C7.82848 0.183572 6.66739 0.413764 5.58429 0.862414C4.50118 1.31107 3.51742 1.96933 2.68952 2.79938C1.85947 3.62728 1.2012 4.61105 0.752551 5.69415C0.3039 6.77725 0.0737082 7.93834 0.0752028 9.11069C0.0736838 10.283 0.303865 11.4441 0.752517 12.5272C1.20117 13.6103 1.85945 14.5941 2.68952 15.422C3.51742 16.252 4.50118 16.9103 5.58429 17.359C6.66739 17.8076 7.82848 18.0378 9.00082 18.0363Z\" fill=\"#EE3E3E\" \/><path d=\"M5.43066 9.11079L8.10835 11.7885L13.4637 6.43311\" fill=\"#EE3E3E\" \/><path d=\"M5.43066 9.11079L8.10835 11.7885L13.4637 6.43311\" stroke=\"white\" stroke-width=\"1.78512\" stroke-linecap=\"round\" stroke-linejoin=\"round\" \/><\/g><defs><clipPath id=\"clip0_259_279\"><rect width=\"18\" height=\"18\" fill=\"white\" transform=\"translate(-0.00012207 0.11084)\" \/><\/clipPath><\/defs><\/svg><\/div><p>\n                                \u81ea\u793e\u958b\u767a\u306eRAG\u3067\u9ad8\u56de\u7b54\u7cbe\u5ea6\u3092\u5b9f\u73fe\n                            <\/p><\/div><div class=\"txt_itm\"><div><svg width=\"18\" height=\"19\" viewBox=\"0 0 18 19\" fill=\"none\"><g clip-path=\"url(#clip0_259_279)\"><path d=\"M9.00082 18.0363C10.1732 18.0378 11.3343 17.8076 12.4174 17.359C13.5005 16.9103 14.4842 16.2521 15.3121 15.422C16.1422 14.5941 16.8005 13.6103 17.2491 12.5272C17.6978 11.4441 17.928 10.283 17.9264 9.11069C17.9279 7.93834 17.6977 6.77725 17.2491 5.69415C16.8004 4.61105 16.1422 3.62728 15.3121 2.79938C14.4842 1.96931 13.5005 1.31103 12.4174 0.86238C11.3343 0.413728 10.1732 0.183547 9.00082 0.185066C7.82848 0.183572 6.66739 0.413764 5.58429 0.862414C4.50118 1.31107 3.51742 1.96933 2.68952 2.79938C1.85947 3.62728 1.2012 4.61105 0.752551 5.69415C0.3039 6.77725 0.0737082 7.93834 0.0752028 9.11069C0.0736838 10.283 0.303865 11.4441 0.752517 12.5272C1.20117 13.6103 1.85945 14.5941 2.68952 15.422C3.51742 16.252 4.50118 16.9103 5.58429 17.359C6.66739 17.8076 7.82848 18.0378 9.00082 18.0363Z\" fill=\"#EE3E3E\" \/><path d=\"M5.43066 9.11079L8.10835 11.7885L13.4637 6.43311\" fill=\"#EE3E3E\" \/><path d=\"M5.43066 9.11079L8.10835 11.7885L13.4637 6.43311\" stroke=\"white\" stroke-width=\"1.78512\" stroke-linecap=\"round\" stroke-linejoin=\"round\" \/><\/g><defs><clipPath id=\"clip0_259_279\"><rect width=\"18\" height=\"18\" fill=\"white\" transform=\"translate(-0.00012207 0.11084)\" \/><\/clipPath><\/defs><\/svg><\/div><p>\n                                \u5916\u90e8\u9023\u643a\u6a5f\u80fd\u3092\u3054\u63d0\u4f9b\n                            <\/p><\/div><\/div><\/div><div class=\"ming\"><div class=\"monitor_div\"><img decoding=\"async\" src=\"https:\/\/japan-ai.co.jp\/media\/wp-content\/themes\/sango-theme-child\/images\/cta_monitor.png\"><\/div><div class=\"video_div\"><!-- video link --><iframe loading=\"lazy\" width=\"560\" height=\"315\" src=\"https:\/\/www.youtube.com\/embed\/s150PLLnReU?si=-j5eP4qnnARcQGMc&amp;controls=0&amp;autoplay=1&amp;mute=1\" title=\"YouTube video player\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe><\/div><\/div><\/div><\/div><div class=\"bottom_box gr_color\"><span>\u8cc7\u6599\u8acb\u6c42\u306f\u3053\u3061\u3089<\/span><svg width=\"22\" height=\"17\" viewBox=\"0 0 22 17\" fill=\"none\"><g clip-path=\"url(#clip0_32_86)\"><path d=\"M14.9286 2.7157L21.2143 9.1189L14.9286 15.5205M0.785767 9.1205H21.2143\" stroke=\"white\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" \/><\/g><defs><clipPath id=\"clip0_32_86\"><rect width=\"22\" height=\"16\" fill=\"white\" transform=\"translate(0 0.320557)\" \/><\/clipPath><\/defs><\/svg><\/div><\/a><\/section>\n\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-15\">Gemma 3\u3068Gemma 2\u306e\u9055\u3044<\/h2>\n\n\n\n<p>Gemma 3\u306f\u3001\u524d\u4e16\u4ee3\u306eGemma 2\u304b\u3089<mark>\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u5bfe\u5fdc\u3084\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u9577\u306e\u62e1\u5927\u3001\u591a\u8a00\u8a9e\u5bfe\u5fdc\u306e\u5f37\u5316<\/mark>\u306a\u3069\u3001\u8907\u6570\u306e\u9818\u57df\u3067\u5927\u5e45\u306a\u9032\u5316\u3092\u9042\u3052\u3066\u3044\u307e\u3059\u3002Gemma 3\u3068Gemma 2\u306e\u9055\u3044\u3092\u3001\u6bd4\u8f03\u8868\u3067\u307e\u3068\u3081\u307e\u3057\u305f\u3002<\/p>\n\n\n<div id=\"id-fb4ee4b5-7b5c-42c0-ba77-87315d9da6aa\">\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><th>\u9805\u76ee<\/th><th>Gemma 2<\/th><th>Gemma 3<\/th><\/tr><tr><td>\u5165\u529b\u30e2\u30c0\u30ea\u30c6\u30a3<\/td><td>\u30c6\u30ad\u30b9\u30c8\u306e\u307f<\/td><td>\u30c6\u30ad\u30b9\u30c8\uff0b\u753b\u50cf<\/td><\/tr><tr><td>\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u30a6\u30a3\u30f3\u30c9\u30a6<\/td><td>\u6700\u59278K\u30c8\u30fc\u30af\u30f3<\/td><td>\u6700\u5927128K\u30c8\u30fc\u30af\u30f3<\/td><\/tr><tr><td>\u5bfe\u5fdc\u8a00\u8a9e\u6570<\/td><td>\u82f1\u8a9e\u4e2d\u5fc3<\/td><td>140\u8a00\u8a9e\u4ee5\u4e0a<\/td><\/tr><tr><td>\u30e2\u30c7\u30eb\u30b5\u30a4\u30ba<\/td><td>2B\u30fb9B\u30fb27B<\/td><td>270M\u30fb1B\u30fb4B\u30fb12B\u30fb27B<\/td><\/tr><tr><td>\u30a2\u30c6\u30f3\u30b7\u30e7\u30f3\u69cb\u9020<\/td><td>\u30ed\u30fc\u30ab\u30eb\/\u30b0\u30ed\u30fc\u30d0\u30eb 1:1<\/td><td>\u30ed\u30fc\u30ab\u30eb\/\u30b0\u30ed\u30fc\u30d0\u30eb 5:1<\/td><\/tr><tr><td>\u30bd\u30d5\u30c8\u30ad\u30e3\u30c3\u30d7<\/td><td>\u3042\u308a<\/td><td>QK-norm\u306b\u7f6e\u63db<\/td><\/tr><\/tbody><\/table><\/figure>\n<\/div>\n\n\n<h3 class=\"wp-block-heading\" id=\"i-16\">\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u5165\u529b\u306b\u5bfe\u5fdc<\/h3>\n\n\n\n<p>Gemma 2\u306f\u30c6\u30ad\u30b9\u30c8\u306e\u307f\u3092\u5165\u529b\u3068\u3057\u3066\u53d7\u3051\u4ed8\u3051\u308b\u30e2\u30c7\u30eb\u3067\u3057\u305f\u304c\u3001Gemma 3\u3067\u306f<mark>\u30c6\u30ad\u30b9\u30c8\u306b\u52a0\u3048\u3066\u753b\u50cf\u306e\u5165\u529b<\/mark>\u306b\u3082\u5bfe\u5fdc\u3057\u305f\u70b9\u304c\u5927\u304d\u306a\u9055\u3044\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u9032\u5316\u306e\u80cc\u666f\u306b\u306f\u3001Google\u304cPaliGemma\u30b7\u30ea\u30fc\u30ba\u3067\u57f9\u3063\u305f\u30d3\u30b8\u30e7\u30f3\u8a00\u8a9e\u30e2\u30c7\u30eb\u306e\u6280\u8853\u304c\u3042\u308a\u307e\u3059\u3002SigLIP\u30a8\u30f3\u30b3\u30fc\u30c0\u3092\u7d71\u5408\u3059\u308b\u3053\u3068\u3067\u3001\u753b\u50cf\u3092\u30c8\u30fc\u30af\u30f3\u5217\u3068\u3057\u3066\u8a00\u8a9e\u30e2\u30c7\u30eb\u306b\u5165\u529b\u3059\u308b\u4ed5\u7d44\u307f\u304c\u5b9f\u73fe\u3057\u307e\u3057\u305f\u3002\u30c6\u30ad\u30b9\u30c8\u306e\u307f\u3067\u306f\u5bfe\u5fdc\u3067\u304d\u306a\u304b\u3063\u305f\u753b\u50cf\u5206\u6790\u3084\u56f3\u8868\u306e\u8aad\u307f\u53d6\u308a\u3001\u8996\u899a\u7684\u306a\u8cea\u554f\u5fdc\u7b54\u306a\u3069\u3001\u6d3b\u7528\u306e\u5e45\u304c\u5927\u304d\u304f\u5e83\u304c\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-17\">128K\u306e\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u30a6\u30a3\u30f3\u30c9\u30a6<\/h3>\n\n\n\n<p>\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u30a6\u30a3\u30f3\u30c9\u30a6\u306f\u3001Gemma 2\u306e8K\u30c8\u30fc\u30af\u30f3\u304b\u3089<mark>Gemma 3\u3067\u306f128K\u30c8\u30fc\u30af\u30f3\u3078\u306816\u500d\u306b\u62e1\u5927<\/mark>\u3057\u305f\u70b9\u3067\u3082\u5927\u304d\u304f\u7570\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u62e1\u5f35\u3092\u652f\u3048\u3066\u3044\u308b\u306e\u304c\u30015\u5bfe1\u306e\u30a4\u30f3\u30bf\u30fc\u30ea\u30fc\u30d6\u30c9\u30a2\u30c6\u30f3\u30b7\u30e7\u30f3\u69cb\u9020\u3067\u3059\u3002\u30ed\u30fc\u30ab\u30eb\u30a2\u30c6\u30f3\u30b7\u30e7\u30f3\u5c64\u3092\u591a\u7528\u3059\u308b\u3053\u3068\u3067KV\u30ad\u30e3\u30c3\u30b7\u30e5\u306e\u30e1\u30e2\u30ea\u6d88\u8cbb\u3092\u6291\u3048\u3001\u9650\u3089\u308c\u305f\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u30ea\u30bd\u30fc\u30b9\u3067\u3082\u9577\u5927\u306a\u5165\u529b\u3092\u51e6\u7406\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u30028K\u30c8\u30fc\u30af\u30f3\u3067\u306f\u6570\u30da\u30fc\u30b8\u5206\u306e\u6587\u66f8\u3057\u304b\u6271\u3048\u307e\u305b\u3093\u3067\u3057\u305f\u304c\u3001128K\u30c8\u30fc\u30af\u30f3\u3067\u3042\u308c\u3070\u66f8\u7c4d1\u518a\u5206\u306e\u60c5\u5831\u3092\u4e00\u5ea6\u306b\u51e6\u7406\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-18\">\u30b0\u30ed\u30fc\u30d0\u30eb\u5c55\u958b\u304c\u52a0\u901f<\/h3>\n\n\n\n<p>Gemma 2\u304c\u4e3b\u306b\u82f1\u8a9e\u3092\u4e2d\u5fc3\u3068\u3057\u305f\u8a00\u8a9e\u51e6\u7406\u306b\u7279\u5316\u3057\u3066\u3044\u305f\u306e\u306b\u5bfe\u3057\u3001Gemma 3\u3067\u306f<mark>140\u8a00\u8a9e\u4ee5\u4e0a\u3078\u306e\u5bfe\u5fdc<\/mark>\u304c\u5b9f\u73fe\u3057\u305f\u70b9\u3067\u3082\u7570\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30c7\u30fc\u30bf\u306e\u6df7\u5408\u6bd4\u7387\u3092\u898b\u76f4\u3057\u3001\u591a\u8a00\u8a9e\u30b3\u30fc\u30d1\u30b9\u306e\u5272\u5408\u3092\u5927\u5e45\u306b\u5897\u3084\u3057\u305f\u3053\u3068\u3067\u3001\u65e5\u672c\u8a9e\u3092\u542b\u3080\u975e\u82f1\u8a9e\u570f\u306e\u8a00\u8a9e\u3067\u3082\u9ad8\u3044\u7cbe\u5ea6\u3092\u767a\u63ee\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u300235\u4ee5\u4e0a\u306e\u8a00\u8a9e\u306b\u3064\u3044\u3066\u306f\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u306a\u3057\u3067\u5b9f\u7528\u30ec\u30d9\u30eb\u306e\u5fdc\u7b54\u304c\u53ef\u80fd\u306a\u30a2\u30a6\u30c8\u30fb\u30aa\u30d6\u30fb\u30b6\u30fb\u30dc\u30c3\u30af\u30b9\u30b5\u30dd\u30fc\u30c8\u304c\u63d0\u4f9b\u3055\u308c\u3066\u304a\u308a\u3001\u30b0\u30ed\u30fc\u30d0\u30eb\u306b\u4e8b\u696d\u3092\u5c55\u958b\u3059\u308b\u4f01\u696d\u306b\u3068\u3063\u3066\u3001\u591a\u8a00\u8a9e\u5bfe\u5fdc\u306e\u8ca0\u62c5\u3092\u5927\u5e45\u306b\u8efd\u6e1b\u3067\u304d\u308b\u30e2\u30c7\u30eb\u3067\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-19\">Gemma 3\u3068Gemini\u306e\u9055\u3044<\/h2>\n\n\n\n<p>Gemma 3\u3068Gemini\u306f\u3069\u3061\u3089\u3082Google\u304c\u958b\u767a\u3057\u305fAI\u30e2\u30c7\u30eb\u3067\u3059\u304c\u3001<mark>\u63d0\u4f9b\u5f62\u614b\u30fb\u898f\u6a21\u30fb\u7528\u9014\u304c\u6839\u672c\u7684\u306b\u7570\u306a\u308b<\/mark>\u30e2\u30c7\u30eb\u3067\u3059\u3002\u4ee5\u4e0b\u306e\u6bd4\u8f03\u8868\u306b\u3001Gemma 3\u3068Gemini\u306e\u9055\u3044\u3092\u307e\u3068\u3081\u307e\u3057\u305f\u3002<\/p>\n\n\n<div id=\"id-ff573e03-e326-4dc2-bdc9-643841a7c1a1\">\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><th>\u9805\u76ee<\/th><th>Gemma 3<\/th><th>Gemini<\/th><\/tr><tr><td>\u63d0\u4f9b\u5f62\u614b<\/td><td>\u30aa\u30fc\u30d7\u30f3\u30a6\u30a7\u30a4\u30c8\uff08\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u53ef\u80fd\uff09<\/td><td>\u30af\u30e9\u30a6\u30c9API\u7d4c\u7531<\/td><\/tr><tr><td>\u30e2\u30c7\u30eb\u898f\u6a21<\/td><td>\u6700\u592727B\u30d1\u30e9\u30e1\u30fc\u30bf<\/td><td>\u6570\u5343\u5104\u301c\u6570\u5146\u30d1\u30e9\u30e1\u30fc\u30bf\u898f\u6a21<\/td><\/tr><tr><td>\u5b9f\u884c\u74b0\u5883<\/td><td>\u30ed\u30fc\u30ab\u30ebPC\u30fb\u81ea\u793e\u30b5\u30fc\u30d0\u30fc\u30fb\u30af\u30e9\u30a6\u30c9<\/td><td>Google\u306e\u30af\u30e9\u30a6\u30c9\u30a4\u30f3\u30d5\u30e9<\/td><\/tr><tr><td>\u30ab\u30b9\u30bf\u30de\u30a4\u30ba<\/td><td>\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u53ef\u80fd<\/td><td>API\u7d4c\u7531\u3067\u306e\u5229\u7528\u304c\u4e2d\u5fc3<\/td><\/tr><tr><td>\u30e9\u30a4\u30bb\u30f3\u30b9<\/td><td>Gemma Terms of Use<\/td><td>Google\u5229\u7528\u898f\u7d04<\/td><\/tr><tr><td>\u30b3\u30b9\u30c8<\/td><td>\u30e2\u30c7\u30eb\u81ea\u4f53\u306f\u7121\u6599<\/td><td>API\u5229\u7528\u91cf\u306b\u5fdc\u3058\u305f\u5f93\u91cf\u8ab2\u91d1<\/td><\/tr><\/tbody><\/table><\/figure>\n<\/div>\n\n\n<p>Gemini\u306f\u3001Google\u304c\u63d0\u4f9b\u3059\u308b\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u5927\u898f\u6a21\u5546\u7528\u30e2\u30c7\u30eb\u3067\u3059\u3002\u6570\u5343\u5104\u304b\u3089\u6570\u5146\u898f\u6a21\u306e\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u6301\u3061\u3001Google\u691c\u7d22\u3084Google\u30a2\u30d7\u30ea\u306b\u7d71\u5408\u3055\u308c\u308b\u306a\u3069\u3001Google\u306e\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u5168\u4f53\u3092\u652f\u3048\u308b\u57fa\u76e4\u6280\u8853\u3068\u3057\u3066\u4f4d\u7f6e\u3065\u3051\u3089\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u4e00\u65b9\u3067\u3001Gemma 3\u306fGemini\u306e\u7814\u7a76\u6210\u679c\u3092\u8efd\u91cf\u30e2\u30c7\u30eb\u306b\u843d\u3068\u3057\u8fbc\u3093\u3060\u30aa\u30fc\u30d7\u30f3\u30a6\u30a7\u30a4\u30c8\u30e2\u30c7\u30eb\u3067\u3042\u308a\u3001\u958b\u767a\u8005\u304c\u81ea\u7531\u306b\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u3066\u30ed\u30fc\u30ab\u30eb\u74b0\u5883\u3067\u52d5\u304b\u305b\u308b\u70b9\u304c\u6700\u5927\u306e\u9055\u3044\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u7528\u9014\u3067\u9078\u3073\u5206\u3051\u308b\u3068\u3001\u30c7\u30fc\u30bf\u306e\u5916\u90e8\u9001\u4fe1\u3092\u907f\u3051\u305f\u3044\u5834\u5408\u3084\u81ea\u793e\u696d\u52d9\u306b\u7279\u5316\u3057\u305f\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u3092\u884c\u3044\u305f\u3044\u5834\u5408\u306fGemma 3\u3001\u6700\u9ad8\u7cbe\u5ea6\u306e\u63a8\u8ad6\u3084Google\u30b5\u30fc\u30d3\u30b9\u3068\u306e\u7d71\u5408\u304c\u5fc5\u8981\u306a\u5834\u5408\u306fGemini\u304c\u9069\u3057\u3066\u3044\u307e\u3059\u3002\u4e21\u8005\u306f\u7af6\u5408\u95a2\u4fc2\u3067\u306f\u306a\u304f\u3001\u30cb\u30fc\u30ba\u306b\u5fdc\u3058\u3066\u4f7f\u3044\u5206\u3051\u308b\u88dc\u5b8c\u7684\u306a\u95a2\u4fc2\u306b\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-20\">Gemma 3\u306e\u30e9\u30a4\u30bb\u30f3\u30b9\u3068\u6599\u91d1<\/h2>\n\n\n\n<p>Gemma 3\u306f\u300cGemma Terms of Use\u300d\u3068\u547c\u3070\u308c\u308bGoogle\u72ec\u81ea\u306e\u30e9\u30a4\u30bb\u30f3\u30b9\u898f\u7d04\u306e\u3082\u3068\u3067\u63d0\u4f9b\u3055\u308c\u3066\u304a\u308a\u3001<mark>\u5546\u7528\u5229\u7528\u3092\u542b\u3080\u5e45\u5e83\u3044\u7528\u9014\u3067\u306e\u5229\u7528\u304c\u8a31\u53ef<\/mark>\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>Gemma Terms of Use\u3067\u306f\u3001\u7981\u6b62\u4e8b\u9805\u306b\u8a72\u5f53\u3057\u306a\u3044\u9650\u308a\u3001\u5546\u7528\u30fb\u975e\u5546\u7528\u3092\u554f\u308f\u305a\u30e2\u30c7\u30eb\u306e\u5229\u7528\u30fb\u8907\u88fd\u30fb\u6539\u5909\u30fb\u914d\u5e03\u304c\u8a8d\u3081\u3089\u308c\u3066\u3044\u307e\u3059\u3002\u305f\u3060\u3057\u3001\u914d\u5e03\u6642\u306b\u306f\u53d7\u9818\u8005\u306b\u5bfe\u3057\u3066Gemma Terms of Use\u306e\u6761\u4ef6\u3092\u901a\u77e5\u3057\u3001\u5229\u7528\u5236\u9650\u3092\u5f37\u5236\u53ef\u80fd\u306a\u6761\u9805\u3092\u540c\u68b1\u3059\u308b\u7fa9\u52d9\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u307e\u305f\u3001\u30e2\u30c7\u30eb\u306e\u51fa\u529b\u3092\u5229\u7528\u3057\u3066\u5b66\u7fd2\u3055\u305b\u305f\u6d3e\u751f\u30e2\u30c7\u30eb\uff08\u84b8\u7559\u30e2\u30c7\u30eb\u306a\u3069\uff09\u3082\u300cModel Derivatives\u300d\u3068\u3057\u3066\u540c\u3058\u30e9\u30a4\u30bb\u30f3\u30b9\u6761\u4ef6\u304c\u9069\u7528\u3055\u308c\u308b\u70b9\u306b\u306f\u6ce8\u610f\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u306a\u304a\u3001Google\u306f\u30e2\u30c7\u30eb\u306e\u751f\u6210\u7d50\u679c\uff08Output\uff09\u306b\u5bfe\u3059\u308b\u6a29\u5229\u3092\u4e3b\u5f35\u3057\u306a\u3044\u3053\u3068\u304c\u660e\u8a18\u3055\u308c\u3066\u304a\u308a\u3001Gemma 3\u3067\u751f\u6210\u3057\u305f\u30c6\u30ad\u30b9\u30c8\u3084\u5206\u6790\u7d50\u679c\u306f\u5229\u7528\u8005\u304c\u81ea\u7531\u306b\u6d3b\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u6599\u91d1\u9762\u3067\u306f\u3001\u30e2\u30c7\u30eb\u306e\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3068\u30ed\u30fc\u30ab\u30eb\u5b9f\u884c\u306f\u5b8c\u5168\u306b\u7121\u6599\u3067\u3059\u3002Google AI Studio\u3092\u901a\u3058\u305f\u30d6\u30e9\u30a6\u30b6\u3067\u306e\u5229\u7528\u3082\u7121\u6599\u67a0\u304c\u63d0\u4f9b\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u5b9f\u8cea\u7684\u306a\u30b3\u30b9\u30c8\u306f\u3001\u30e2\u30c7\u30eb\u3092\u52d5\u304b\u3059\u305f\u3081\u306e\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u3084\u96fb\u529b\u306e\u307f\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u4e00\u65b9\u30012026\u5e744\u6708\u306b\u767a\u8868\u3055\u308c\u305f\u5f8c\u7d99\u30e2\u30c7\u30ebGemma 4\u3067\u306f\u3001\u30e9\u30a4\u30bb\u30f3\u30b9\u304cApache 2.0\u306b\u5909\u66f4\u3055\u308c\u307e\u3057\u305f\u3002Apache 2.0\u306f\u914d\u5e03\u6642\u306e\u5236\u7d04\u304c\u3088\u308a\u5c11\u306a\u304f\u3001\u6d3e\u751f\u30e2\u30c7\u30eb\u3078\u306e\u6761\u4ef6\u7d99\u627f\u3082\u4e0d\u8981\u3067\u3042\u308b\u305f\u3081\u3001\u5546\u7528\u5229\u7528\u306e\u30cf\u30fc\u30c9\u30eb\u304c\u3055\u3089\u306b\u4e0b\u304c\u3063\u3066\u3044\u307e\u3059\u3002Gemma 3\u306e\u30e9\u30a4\u30bb\u30f3\u30b9\u6761\u4ef6\u306b\u4e0d\u5b89\u304c\u3042\u308b\u5834\u5408\u306f\u3001Gemma 4\u3078\u306e\u79fb\u884c\u3082\u9078\u629e\u80a2\u3068\u3057\u3066\u691c\u8a0e\u3059\u308b\u4fa1\u5024\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u51fa\u5178:<a href=\"https:\/\/ai.google.dev\/gemma\/terms\" rel=\"nofollow\">Google AI for Developers\u300cGemma Terms of Use\u300d<\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-21\">Gemma 3\u306e\u4f7f\u3044\u65b9<\/h2>\n\n\n\n<p>Gemma 3\u3092\u5b9f\u969b\u306b\u4f7f\u3044\u59cb\u3081\u308b\u65b9\u6cd5\u306f\u8907\u6570\u3042\u308a\u3001<mark>\u30d6\u30e9\u30a6\u30b6\u3067\u306e\u5373\u6642\u5229\u7528\u304b\u3089\u30ed\u30fc\u30ab\u30eb\u74b0\u5883\u3067\u306e\u672c\u683c\u904b\u7528<\/mark>\u307e\u3067\u3001\u76ee\u7684\u306b\u5fdc\u3058\u305f\u5c0e\u5165\u624b\u6bb5\u3092\u9078\u629e\u3067\u304d\u307e\u3059\u3002Gemma 3\u3092\u4f7f\u3046\u4ee3\u8868\u7684\u306a3\u3064\u306e\u65b9\u6cd5\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Google AI Studio\u3067\u8a66\u3059<\/li>\n\n\n\n<li>Ollama\u3067\u30ed\u30fc\u30ab\u30eb\u8d77\u52d5\u3059\u308b<\/li>\n\n\n\n<li>LM Studio\u3067\u52d5\u304b\u3059<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-22\">Google AI Studio\u3067\u8a66\u3059<\/h3>\n\n\n\n<p>Google AI Studio\u306f\u3001Google\u304c\u63d0\u4f9b\u3059\u308b<mark>\u30d6\u30e9\u30a6\u30b6\u30d9\u30fc\u30b9\u306e\u30c6\u30b9\u30c8\u74b0\u5883<\/mark>\u3067\u3042\u308a\u3001\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u4e0d\u8981\u3067Gemma 3\u3092\u7121\u6599\u3067\u8a66\u305b\u307e\u3059\u3002\u5229\u7528\u624b\u9806\u306f\u4ee5\u4e0b\u306e\u901a\u308a\u3067\u3059\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>Google\u30a2\u30ab\u30a6\u30f3\u30c8\u3067<a href=\"https:\/\/aistudio.google.com\/\" rel=\"nofollow\">Google AI Studio<\/a>\u306b\u30a2\u30af\u30bb\u30b9\u3059\u308b<\/li>\n\n\n\n<li>\u30e2\u30c7\u30eb\u9078\u629e\u753b\u9762\u3067Gemma 3\uff08\u4efb\u610f\u306e\u30b5\u30a4\u30ba\uff09\u3092\u9078\u629e\u3059\u308b<\/li>\n\n\n\n<li>\u30d7\u30ed\u30f3\u30d7\u30c8\u5165\u529b\u6b04\u306b\u30c6\u30ad\u30b9\u30c8\u3092\u5165\u529b\u3057\u3001\u5fdc\u7b54\u3092\u78ba\u8a8d\u3059\u308b<\/li>\n<\/ol>\n\n\n\n<p>GPU\u3084\u30ed\u30fc\u30ab\u30eb\u74b0\u5883\u306e\u30bb\u30c3\u30c8\u30a2\u30c3\u30d7\u304c\u4e0d\u8981\u306a\u305f\u3081\u3001Gemma 3\u306e\u6027\u80fd\u3092\u624b\u8efd\u306b\u78ba\u8a8d\u3057\u305f\u3044\u5834\u5408\u306b\u6700\u9069\u306a\u65b9\u6cd5\u3067\u3059\u3002API\u30ad\u30fc\u3092\u53d6\u5f97\u3059\u308c\u3070\u3001\u30d7\u30ed\u30b0\u30e9\u30e0\u304b\u3089\u306e\u547c\u3073\u51fa\u3057\u3082\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-23\">Ollama\u3067\u30ed\u30fc\u30ab\u30eb\u8d77\u52d5\u3059\u308b<\/h3>\n\n\n\n<p>Ollama\u306f\u3001\u30ed\u30fc\u30ab\u30eb\u74b0\u5883\u3067LLM\u3092\u7c21\u5358\u306b\u5b9f\u884c\u3067\u304d\u308b\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u30c4\u30fc\u30eb\u3067\u3042\u308a\u3001<mark>\u30b3\u30de\u30f3\u30c9\u64cd\u4f5c\u3060\u3051\u3067Gemma 3\u3092\u5c0e\u5165\u30fb\u5b9f\u884c<\/mark>\u3067\u304d\u307e\u3059\u3002\u5c0e\u5165\u624b\u9806\u306f\u4ee5\u4e0b\u306e\u901a\u308a\u3067\u3059\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><a href=\"https:\/\/ollama.com\/\" rel=\"nofollow\">Ollama\u306e\u516c\u5f0f\u30b5\u30a4\u30c8<\/a>\u304b\u3089\u30a4\u30f3\u30b9\u30c8\u30fc\u30e9\u30fc\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u3001\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b<\/li>\n\n\n\n<li>\u30bf\u30fc\u30df\u30ca\u30eb\uff08\u30b3\u30de\u30f3\u30c9\u30d7\u30ed\u30f3\u30d7\u30c8\uff09\u3092\u958b\u304d\u3001<code>ollama run gemma3:12b<\/code> \u306e\u3088\u3046\u306b\u30e2\u30c7\u30eb\u540d\u3068\u30b5\u30a4\u30ba\u3092\u6307\u5b9a\u3057\u3066\u5b9f\u884c\u3059\u308b<\/li>\n\n\n\n<li>\u521d\u56de\u5b9f\u884c\u6642\u306b\u30e2\u30c7\u30eb\u304c\u81ea\u52d5\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3055\u308c\u3001\u5bfe\u8a71\u578b\u306e\u30c1\u30e3\u30c3\u30c8\u304c\u8d77\u52d5\u3059\u308b<\/li>\n<\/ol>\n\n\n\n<p>\u91cf\u5b50\u5316\u30e2\u30c7\u30eb\u3082\u63d0\u4f9b\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u3001<code>ollama run gemma3:27b-q4<\/code> \u306e\u3088\u3046\u306b\u6307\u5b9a\u3059\u308b\u3053\u3068\u3067\u3001\u30e1\u30e2\u30ea\u6d88\u8cbb\u3092\u6291\u3048\u305f\u72b6\u614b\u3067\u5927\u578b\u30e2\u30c7\u30eb\u3092\u52d5\u304b\u3059\u3053\u3068\u3082\u53ef\u80fd\u3067\u3059\u3002\u30c7\u30fc\u30bf\u3092\u5916\u90e8\u306b\u9001\u4fe1\u305b\u305a\u306b\u30ed\u30fc\u30ab\u30eb\u3067\u5b8c\u7d50\u3059\u308b\u305f\u3081\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3092\u91cd\u8996\u3059\u308b\u958b\u767a\u8005\u3084\u4f01\u696d\u306b\u9069\u3057\u305f\u5c0e\u5165\u65b9\u6cd5\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-24\">LM Studio\u3067\u52d5\u304b\u3059<\/h3>\n\n\n\n<p>LM Studio\u306f\u3001GUI\uff08\u30b0\u30e9\u30d5\u30a3\u30ab\u30eb\u30e6\u30fc\u30b6\u30fc\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\uff09\u3092\u5099\u3048\u305fLLM\u5b9f\u884c\u74b0\u5883\u3067\u3042\u308a\u3001<mark>\u30b3\u30de\u30f3\u30c9\u64cd\u4f5c\u306a\u3057\u3067Gemma 3\u3092\u76f4\u611f\u7684\u306b\u5c0e\u5165\u30fb\u5229\u7528<\/mark>\u3067\u304d\u307e\u3059\u3002\u5c0e\u5165\u624b\u9806\u306f\u4ee5\u4e0b\u306e\u901a\u308a\u3067\u3059\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><a href=\"https:\/\/lmstudio.ai\/\" rel=\"nofollow\">LM Studio\u306e\u516c\u5f0f\u30b5\u30a4\u30c8<\/a>\u304b\u3089\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u3001\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b<\/li>\n\n\n\n<li>\u30a2\u30d7\u30ea\u5185\u306e\u691c\u7d22\u30d0\u30fc\u3067\u300cGemma 3\u300d\u3092\u691c\u7d22\u3057\u3001\u5e0c\u671b\u3059\u308b\u30e2\u30c7\u30eb\u30b5\u30a4\u30ba\u3068\u91cf\u5b50\u5316\u30ec\u30d9\u30eb\u3092\u9078\u629e\u3057\u3066\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3059\u308b<\/li>\n\n\n\n<li>\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u5b8c\u4e86\u5f8c\u3001\u30c1\u30e3\u30c3\u30c8\u753b\u9762\u3067\u30e2\u30c7\u30eb\u3092\u8aad\u307f\u8fbc\u307f\u3001\u5bfe\u8a71\u3092\u958b\u59cb\u3059\u308b<\/li>\n<\/ol>\n\n\n\n<p>LM Studio\u3067\u306f\u3001Q4_K_M\u3084Q5_K_M\u306a\u3069\u306e\u91cf\u5b50\u5316\u30ec\u30d9\u30eb\u3092\u9078\u629e\u3067\u304d\u308b\u305f\u3081\u3001PC\u306e\u30b9\u30da\u30c3\u30af\u306b\u5408\u308f\u305b\u3066\u6700\u9069\u306a\u30d0\u30e9\u30f3\u30b9\u3092\u898b\u3064\u3051\u3089\u308c\u307e\u3059\u3002\u305f\u3068\u3048\u3070\u300116GB\u306eVRAM\u3092\u642d\u8f09\u3057\u305fGPU\u3067\u3042\u308c\u3070\u300127B\u30e2\u30c7\u30eb\u306e4\u30d3\u30c3\u30c8\u91cf\u5b50\u5316\u7248\u3092\u30d5\u30eb\u30aa\u30d5\u30ed\u30fc\u30c9\u3067\u52d5\u4f5c\u3055\u305b\u308b\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002\u30b3\u30de\u30f3\u30c9\u30e9\u30a4\u30f3\u306b\u4e0d\u6163\u308c\u306a\u30e6\u30fc\u30b6\u30fc\u3067\u3082\u3001\u8996\u899a\u7684\u306a\u64cd\u4f5c\u3067\u30ed\u30fc\u30ab\u30ebLLM\u3092\u4f53\u9a13\u3067\u304d\u308b\u70b9\u304c\u9b45\u529b\u3067\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-25\">Gemma 4\u3068\u306e\u9055\u3044<\/h2>\n\n\n\n<p>2026\u5e744\u67082\u65e5\u306b\u767a\u8868\u3055\u308c\u305f\u5f8c\u7d99\u30e2\u30c7\u30ebGemma 4\u306f\u3001Gemma 3\u304b\u3089<mark>\u30e9\u30a4\u30bb\u30f3\u30b9\u30fb\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u30fb\u6027\u80fd\u306e\u5168\u65b9\u4f4d\u3067\u9032\u5316<\/mark>\u3092\u9042\u3052\u3066\u3044\u307e\u3059\u3002\u4ee5\u4e0b\u306e\u6bd4\u8f03\u8868\u3067\u4e3b\u306a\u9055\u3044\u3092\u6574\u7406\u3057\u307e\u3059\u3002<\/p>\n\n\n<div id=\"id-5b8a163d-407e-420a-af4c-2e90cfb95bf2\">\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><th>\u9805\u76ee<\/th><th>Gemma 3<\/th><th>Gemma 4<\/th><\/tr><tr><td>\u30ea\u30ea\u30fc\u30b9\u65e5<\/td><td>2025\u5e743\u670812\u65e5<\/td><td>2026\u5e743\u670831\u65e5<\/td><\/tr><tr><td>\u30e9\u30a4\u30bb\u30f3\u30b9<\/td><td>Gemma Terms of Use<\/td><td>Apache 2.0<\/td><\/tr><tr><td>\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3<\/td><td>Dense\u306e\u307f<\/td><td>Dense\uff0831B\uff09\uff0bMoE\uff0826B A4B\uff09<\/td><\/tr><tr><td>\u6700\u5927\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8<\/td><td>128K\u30c8\u30fc\u30af\u30f3<\/td><td>128K\u301c256K\u30c8\u30fc\u30af\u30f3\uff08\u30e2\u30c7\u30eb\u30b5\u30a4\u30ba\u306b\u3088\u308a\u7570\u306a\u308b\uff09<\/td><\/tr><tr><td>\u97f3\u58f0\u5165\u529b<\/td><td>\u975e\u5bfe\u5fdc<\/td><td>\u5bfe\u5fdc\uff08E2B\u30fbE4B\u30fb12B\u30e2\u30c7\u30eb\uff09<\/td><\/tr><tr><td>MMLU-Pro\uff0827B \/ 31B\uff09<\/td><td>67.6%<\/td><td>85.2%<\/td><\/tr><tr><td>LiveCodeBench v6\uff0827B \/ 31B\uff09<\/td><td>29.1%<\/td><td>80.0%<\/td><\/tr><tr><td>GPQA Diamond\uff0827B \/ 31B\uff09<\/td><td>42.4%<\/td><td>84.3%<\/td><\/tr><\/tbody><\/table><\/figure>\n<\/div>\n\n\n<p>\u6700\u3082\u6ce8\u76ee\u3059\u3079\u304d\u5909\u66f4\u70b9\u306f\u3001\u30e9\u30a4\u30bb\u30f3\u30b9\u306eApache 2.0\u3078\u306e\u79fb\u884c\u3067\u3059\u3002Gemma 3\u306eGemma Terms of Use\u3067\u306f\u6d3e\u751f\u30e2\u30c7\u30eb\u3078\u306e\u30e9\u30a4\u30bb\u30f3\u30b9\u6761\u4ef6\u306e\u7d99\u627f\u304c\u6c42\u3081\u3089\u308c\u3066\u3044\u307e\u3057\u305f\u304c\u3001Apache 2.0\u3067\u306f\u3053\u306e\u5236\u7d04\u304c\u306a\u304f\u306a\u308a\u3001\u5546\u7528\u5229\u7528\u306e\u30cf\u30fc\u30c9\u30eb\u304c\u5927\u5e45\u306b\u4e0b\u304c\u308a\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p>\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u9762\u3067\u306f\u300126B A4B MoE\uff08Mixture of Experts\u3001\u6df7\u5408\u30a8\u30ad\u30b9\u30d1\u30fc\u30c8\uff09\u30e2\u30c7\u30eb\u304c\u65b0\u305f\u306b\u8ffd\u52a0\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u7dcf\u30d1\u30e9\u30e1\u30fc\u30bf\u306f\u7d04252\u5104\u3067\u3059\u304c\u3001\u63a8\u8ad6\u6642\u306b\u30a2\u30af\u30c6\u30a3\u30d6\u306b\u306a\u308b\u306e\u306f\u7d0438\u5104\u30d1\u30e9\u30e1\u30fc\u30bf\u306e\u307f\u3067\u3042\u308b\u305f\u3081\u300131B Dense\u30e2\u30c7\u30eb\u306b\u8fd1\u3044\u6027\u80fd\u3092\u5927\u5e45\u306b\u5c11\u306a\u3044\u8a08\u7b97\u30b3\u30b9\u30c8\u3067\u5b9f\u73fe\u3057\u3066\u3044\u307e\u3059\u3002\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u30a6\u30a3\u30f3\u30c9\u30a6\u308226B A4B\u308431B\u3067\u306f256K\u30c8\u30fc\u30af\u30f3\u306b\u62e1\u5927\u3057\u3001\u97f3\u58f0\u5165\u529b\u306b\u3082\u5bfe\u5fdc\u3059\u308b\u306a\u3069\u3001\u6a5f\u80fd\u9762\u3067\u3082\u7740\u5b9f\u306b\u9032\u5316\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u305f\u3060\u3057\u3001Gemma 3\u3092\u5f15\u304d\u7d9a\u304d\u4f7f\u3046\u3079\u304d\u30b1\u30fc\u30b9\u3082\u3042\u308a\u307e\u3059\u3002\u65e2\u5b58\u306e\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u8cc7\u7523\u304cGemma 3\u5411\u3051\u306b\u69cb\u7bc9\u3055\u308c\u3066\u3044\u308b\u5834\u5408\u3084\u3001\u5b89\u5b9a\u6027\u3092\u91cd\u8996\u3057\u3066\u3059\u3067\u306b\u691c\u8a3c\u6e08\u307f\u306e\u30e2\u30c7\u30eb\u3092\u7d99\u7d9a\u5229\u7528\u3057\u305f\u3044\u5834\u5408\u306f\u3001\u7121\u7406\u306bGemma 4\u3078\u79fb\u884c\u3059\u308b\u5fc5\u8981\u306f\u3042\u308a\u307e\u305b\u3093\u3002Gemma 4\u306eMoE\u30e2\u30c7\u30eb\u306fMoE\u5bfe\u5fdc\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u304c\u5fc5\u8981\u3067\u3042\u308a\u3001\u79fb\u884c\u306b\u306f\u30c1\u30e3\u30c3\u30c8\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u3084\u30c8\u30fc\u30af\u30ca\u30a4\u30b6\u30fc\u306e\u5909\u66f4\u3078\u306e\u5bfe\u5fdc\u3082\u6c42\u3081\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u51fa\u5178:<a href=\"https:\/\/blog.google\/innovation-and-ai\/technology\/developers-tools\/gemma-4\/\" rel=\"nofollow\">Google\u300cGemma 4: Byte for byte, the most capable open models\u300d<\/a><br>\u51fa\u5178:<a href=\"https:\/\/ai.google.dev\/gemma\/docs\/core\/model_card_4\" rel=\"nofollow\">Google AI for Developers\u300cGemma 4 model card\u300d<\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-26\">Gemma 3\u306b\u95a2\u3057\u3066\u3088\u304f\u3042\u308b\u8cea\u554f<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-27\">Gemma 3\u306f\u7121\u6599\u3067\u4f7f\u3048\u307e\u3059\u304b\uff1f<\/h3>\n\n\n\n<p>Gemma 3\u306f\u7121\u6599\u3067\u5229\u7528\u3067\u304d\u307e\u3059\u3002Google AI Studio\u3067\u306f\u30d6\u30e9\u30a6\u30b6\u4e0a\u3067\u7121\u6599\u3067\u8a66\u3059\u3053\u3068\u304c\u53ef\u80fd\u3067\u3042\u308a\u3001Kaggle\u3084Hugging Face\u304b\u3089\u30e2\u30c7\u30eb\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u3066\u30ed\u30fc\u30ab\u30eb\u74b0\u5883\u3067\u5b9f\u884c\u3059\u308b\u5834\u5408\u3082\u8cbb\u7528\u306f\u304b\u304b\u308a\u307e\u305b\u3093\u3002\u5546\u7528\u5229\u7528\u306b\u3064\u3044\u3066\u306fGemma Terms of Use\u306b\u5f93\u3046\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u304c\u3001\u7981\u6b62\u4e8b\u9805\u306b\u8a72\u5f53\u3057\u306a\u3044\u9650\u308a\u3001\u30e9\u30a4\u30bb\u30f3\u30b9\u6599\u306f\u4e0d\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-28\">Gemma 3\u3092\u52d5\u304b\u3059\u306e\u306b\u5fc5\u8981\u306aPC\u30b9\u30da\u30c3\u30af\u306f\uff1f<\/h3>\n\n\n\n<p>\u5fc5\u8981\u306a\u30b9\u30da\u30c3\u30af\u306f\u30e2\u30c7\u30eb\u30b5\u30a4\u30ba\u306b\u3088\u3063\u3066\u7570\u306a\u308a\u307e\u3059\u30021B\u30844B\u30e2\u30c7\u30eb\u3067\u3042\u308c\u30708GB\u4ee5\u4e0a\u306eRAM\u3067\u52d5\u4f5c\u53ef\u80fd\u3067\u3042\u308a\u300112B\u30e2\u30c7\u30eb\u3067\u306f16GB\u4ee5\u4e0a\u300127B\u30e2\u30c7\u30eb\u3067\u306f32GB\u4ee5\u4e0a\u306eRAM\u3068GPU\u306e\u642d\u8f09\u304c\u63a8\u5968\u3055\u308c\u307e\u3059\u3002\u91cf\u5b50\u5316\u30e2\u30c7\u30eb\u3092\u5229\u7528\u3059\u308c\u3070\u3001\u3053\u308c\u3089\u306e\u8981\u4ef6\u3092\u3055\u3089\u306b\u5f15\u304d\u4e0b\u3052\u308b\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002\u305f\u3068\u3048\u3070\u300127B\u306e4\u30d3\u30c3\u30c8\u91cf\u5b50\u5316\u7248\u3067\u3042\u308c\u307016GB VRAM\u306eGPU\u3067\u3082\u52d5\u4f5c\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h3 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