{"id":10531,"date":"2026-06-05T19:23:06","date_gmt":"2026-06-05T10:23:06","guid":{"rendered":"https:\/\/techmania.jp\/blog\/?p=10531"},"modified":"2026-07-16T17:31:22","modified_gmt":"2026-07-16T08:31:22","slug":"local-llm","status":"publish","type":"post","link":"https:\/\/techmania.jp\/blog\/local-llm\/","title":{"rendered":"\u30ed\u30fc\u30ab\u30ebLLM\u3068\u306f\uff1f\u30e1\u30ea\u30c3\u30c8\u30fb\u30c7\u30e1\u30ea\u30c3\u30c8\u304b\u3089\u30e2\u30c7\u30eb\u306e\u9078\u3073\u65b9\u3001\u5c0e\u5165\u624b\u9806\u307e\u3067\u8a73\u3057\u304f\u89e3\u8aac"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">\u8fd1\u5e74\u3001ChatGPT\u3092\u306f\u3058\u3081\u3068\u3059\u308b\u30af\u30e9\u30a6\u30c9\u578b\u306eAI\u30b5\u30fc\u30d3\u30b9\u304c\u5e83\u304f\u4f7f\u308f\u308c\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002<br>\u3068\u3066\u3082\u4fbf\u5229\u306a\u4e00\u65b9\u3067\u3001\u5165\u529b\u3057\u305f\u5185\u5bb9\u304c\u5916\u90e8\u306e\u30b5\u30fc\u30d0\u30fc\u3078\u9001\u4fe1\u3055\u308c\u308b\u4ed5\u7d44\u307f\u306e\u305f\u3081\u3001\u793e\u5185\u6587\u66f8\u3084\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u3001\u9867\u5ba2\u60c5\u5831\u3068\u3044\u3063\u305f\u6a5f\u5bc6\u6027\u306e\u9ad8\u3044\u30c7\u30fc\u30bf\u3092\u6271\u3046\u5834\u9762\u3067\u306f\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3084\u63a5\u7d9a\u74b0\u5883\u304c\u6c17\u306b\u306a\u308b\u3053\u3068\u3082\u3042\u308b\u306e\u3067\u306f\u306a\u3044\u3067\u3057\u3087\u3046\u304b\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u305d\u3053\u3067\u6ce8\u76ee\u3055\u308c\u3066\u3044\u308b\u306e\u304c\u300c\u30ed\u30fc\u30ab\u30ebLLM\u300d\u3067\u3059\u3002<br>\u30ed\u30fc\u30ab\u30ebLLM\u3068\u306f\u3001\u81ea\u5206\u306ePC\u3084\u793e\u5185\u30b5\u30fc\u30d0\u30fc\u4e0a\u3067AI\u3092\u76f4\u63a5\u52d5\u304b\u3059\u4ed5\u7d44\u307f\u306e\u3053\u3068\u3067\u3001\u5165\u529b\u3057\u305f\u30c7\u30fc\u30bf\u3092\u5916\u90e8\u306b\u9001\u3089\u305a\u306b\u51e6\u7406\u3057\u3084\u3059\u3044\u70b9\u304c\u5927\u304d\u306a\u7279\u5fb4\u3067\u3059\u3002<br>\u6587\u7ae0\u751f\u6210\u3084\u8981\u7d04\u3001\u30b3\u30fc\u30c9\u751f\u6210\u3068\u3044\u3063\u305f\u4f5c\u696d\u3092\u3001\u30cd\u30c3\u30c8\u74b0\u5883\u306b\u4f9d\u5b58\u305b\u305a\u306b\u884c\u3044\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u305f\u3060\u3057\u3001\u30ed\u30fc\u30ab\u30ebLLM\u3092\u5feb\u9069\u306b\u4f7f\u3046\u306b\u306f\u3001\u30e2\u30c7\u30eb\u306e\u7a2e\u985e\u3084PC\u306e\u30b9\u30da\u30c3\u30af\u3001\u5b9f\u884c\u74b0\u5883\u3092\u81ea\u5206\u3067\u9078\u3076\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<br>\u300c\u3069\u306e\u30e2\u30c7\u30eb\u3092\u9078\u3079\u3070\u3044\u3044\u306e\u304b\u300d\u300c\u3069\u3093\u306aPC\u304c\u5fc5\u8981\u306a\u306e\u304b\u300d\u3068\u8ff7\u3046\u65b9\u3082\u591a\u3044\u306f\u305a\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u305d\u3053\u3067\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001\u30ed\u30fc\u30ab\u30ebLLM\u3068\u306f\u4f55\u304b\u3068\u3044\u3046\u57fa\u790e\u304b\u3089\u3001\u30e1\u30ea\u30c3\u30c8\u30fb\u30c7\u30e1\u30ea\u30c3\u30c8\u3084\u6d3b\u7528\u30b7\u30fc\u30f3\u3001\u304a\u3059\u3059\u3081\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u30e2\u30c7\u30eb\u306e\u6bd4\u8f03\u3001\u30b9\u30da\u30c3\u30af\u9078\u5b9a\u306e\u8003\u3048\u65b9\u3001\u305d\u3057\u3066<a href=\"https:\/\/ollama.com\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">Ollama<\/a>\u3092\u4f7f\u3063\u305f\u5177\u4f53\u7684\u306a\u5c0e\u5165\u624b\u9806\u307e\u3067\u3092\u3001\u521d\u5fc3\u8005\u306e\u65b9\u306b\u3082\u5206\u304b\u308a\u3084\u3059\u304f\u89e3\u8aac\u3057\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h2 id=\"outline__1\" class=\"wp-block-heading\">\u30ed\u30fc\u30ab\u30ebLLM\u3068\u306f<\/h2>\n\n\n\n<h3 id=\"outline__1_1\" class=\"wp-block-heading\">\u30ed\u30fc\u30ab\u30ebLLM\u306e\u4ed5\u7d44\u307f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u30ed\u30fc\u30ab\u30ebLLM\uff08Large Language Model\uff09\u3068\u306f\u3001\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u3092\u30af\u30e9\u30a6\u30c9\u4e0a\u306e\u30b5\u30fc\u30d3\u30b9\u3068\u3057\u3066\u4f7f\u3046\u306e\u3067\u306f\u306a\u304f\u3001\u81ea\u5206\u306ePC\u3084\u793e\u5185\u30b5\u30fc\u30d0\u30fc\u4e0a\u3067\u76f4\u63a5\u52d5\u304b\u3059\u4ed5\u7d44\u307f\u306e\u3053\u3068\u3067\u3059\u3002<br>\u30c7\u30fc\u30bf\u304c\u5916\u90e8\u306e\u30b5\u30fc\u30d0\u30fc\u3092\u7d4c\u7531\u3057\u306a\u3044\u305f\u3081\u3001\u5165\u529b\u3057\u305f\u5185\u5bb9\u3092\u5916\u306b\u9001\u3089\u305a\u306b\u51e6\u7406\u3067\u304d\u307e\u3059\u3002&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">ChatGPT\u306e\u3088\u3046\u306a\u4e00\u822c\u7684\u306a\u751f\u6210AI\u30b5\u30fc\u30d3\u30b9\u3067\u306f\u3001\u5165\u529b\u3057\u305f\u6587\u7ae0\u304c\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u7d4c\u7531\u3067\u5916\u90e8\u30b5\u30fc\u30d0\u30fc\u3078\u9001\u3089\u308c\u3001\u305d\u306e\u30b5\u30fc\u30d0\u30fc\u4e0a\u3067\u63a8\u8ad6\uff08\u30c6\u30ad\u30b9\u30c8\u306e\u751f\u6210\u3084\u51e6\u7406\uff09\u304c\u884c\u308f\u308c\u307e\u3059\u3002<br>\u4e00\u65b9\u3001\u30ed\u30fc\u30ab\u30ebLLM\u3067\u306f\u3001\u30e2\u30c7\u30eb\u3092\u624b\u5143\u306e\u7aef\u672b\u3084\u793e\u5185\u74b0\u5883\u306b\u7f6e\u3044\u3066\u63a8\u8ad6\u3092\u884c\u3046\u305f\u3081\u3001\u5916\u90e8\u30b5\u30fc\u30d3\u30b9\u3078\u306e\u30c7\u30fc\u30bf\u9001\u4fe1\u3092\u6291\u3048\u3084\u3059\u3044\u70b9\u304c\u7279\u5fb4\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd1\u5e74\u306f\u3001\u9ad8\u6027\u80fd\u306a\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u30e2\u30c7\u30eb\u304c\u5e83\u304f\u516c\u958b\u3055\u308c\u3001\u500b\u4eba\u5411\u3051\u306ePC\u3067\u3082\u5b9f\u7528\u7684\u306b\u52d5\u304b\u305b\u308b\u30b1\u30fc\u30b9\u304c\u5897\u3048\u3066\u304d\u307e\u3057\u305f\u3002<br>\u4ee5\u524d\u306f\u6570\u767eGB\u898f\u6a21\u306eGPU\u30e1\u30e2\u30ea\u3092\u8981\u3057\u305f\u5927\u898f\u6a21\u30e2\u30c7\u30eb\u3082\u3001\u91cf\u5b50\u5316\uff08\u30e2\u30c7\u30eb\u3092\u8efd\u91cf\u5316\u3059\u308b\u6280\u8853\uff09\u306e\u767a\u5c55\u306b\u3088\u308a\u300110\u301c20GB\u7a0b\u5ea6\u306eVRAM\uff08GPU\u306b\u642d\u8f09\u3055\u308c\u3066\u3044\u308b\u30e1\u30e2\u30ea\uff09\u74b0\u5883\u3067\u52d5\u4f5c\u3059\u308b\u4f8b\u304c\u898b\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<h3 id=\"outline__1_2\" class=\"wp-block-heading\">\u306a\u305c\u4eca\u30ed\u30fc\u30ab\u30ebLLM\u304c\u6ce8\u76ee\u3055\u308c\u3066\u3044\u308b\u306e\u304b<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u30ed\u30fc\u30ab\u30ebLLM\u3078\u306e\u6ce8\u76ee\u304c\u6025\u901f\u306b\u9ad8\u307e\u3063\u3066\u3044\u308b\u80cc\u666f\u306b\u306f\u3001\u30c7\u30fc\u30bf\u306e\u53d6\u308a\u6271\u3044\u3078\u306e\u61f8\u5ff5\u306b\u52a0\u3048\u3066\u3001\u3082\u3046\u4e00\u3064\u5927\u304d\u306a\u7406\u7531\u304c\u3042\u308a\u307e\u3059\u3002<br>\u305d\u308c\u306f\u3001\u500b\u4eba\u306ePC\u3067\u3082\u6271\u3048\u308b\u30aa\u30fc\u30d7\u30f3\u30a6\u30a7\u30a4\u30c8\u30e2\u30c7\u30eb\u304c\u3001\u6025\u901f\u306b\u5145\u5b9f\u3057\u3066\u304d\u305f\u3053\u3068\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Meta\u3001Google\u3001Alibaba\u3001Mistral AI\u3068\u3044\u3063\u305f\u8907\u6570\u306e\u4f01\u696d\u304c\u3001\u6027\u80fd\u306e\u9ad8\u3044\u30e2\u30c7\u30eb\u3092\u7121\u511f\u3067\u516c\u958b\u3059\u308b\u52d5\u304d\u3092\u7d9a\u3051\u3066\u304a\u308a\u30012026\u5e74\u306b\u5165\u3063\u3066\u304b\u3089\u3082\u3053\u306e\u6d41\u308c\u306f\u52a0\u901f\u3057\u3066\u3044\u307e\u3059\u3002<br>\u305f\u3068\u3048\u3070\u3001Google\u304c2026\u5e744\u6708\u306b\u516c\u958b\u3057\u305fGemma 4\u306f\u3001E2B\u30fbE4B\u30fb26B\u30fb31B\u3068\u3044\u3046\u5e45\u5e83\u3044\u30b5\u30a4\u30ba\u5c55\u958b\u304c\u3042\u308a\u3001\u5c0f\u3055\u3044\u3082\u306e\u306f\u30ce\u30fc\u30c8PC\u3084\u30a8\u30c3\u30b8\u7aef\u672b\u3067\u3082\u52d5\u304b\u305b\u308b\u307b\u3069\u8efd\u91cf\u3067\u3059\u3002Alibaba\u304c\u624b\u304c\u3051\u308bQwen3.5\u306f200\u4ee5\u4e0a\u306e\u8a00\u8a9e\u306b\u5bfe\u5fdc\u3057\u305f\u591a\u8a00\u8a9e\u30e2\u30c7\u30eb\u3067\u3001\u3044\u305a\u308c\u3082Apache 2.0\u30e9\u30a4\u30bb\u30f3\u30b9\u306e\u305f\u3081\u5546\u7528\u5229\u7528\u3082\u3057\u3084\u3059\u304f\u306a\u3063\u3066\u3044\u307e\u3059\u3002<br>\u3053\u3046\u3057\u305f\u6d41\u308c\u306b\u3088\u3063\u3066\u3001\u30ed\u30fc\u30ab\u30ebLLM\u306f\u3072\u3068\u63e1\u308a\u306e\u5c02\u9580\u5bb6\u3060\u3051\u304c\u6271\u3046\u6280\u8853\u3067\u306f\u306a\u304f\u3001\u76ee\u7684\u306b\u5fdc\u3058\u3066\u8ab0\u3067\u3082\u9078\u3079\u308b\u8eab\u8fd1\u306a\u6280\u8853\u306b\u5909\u308f\u308a\u3064\u3064\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6570\u5e74\u524d\u307e\u3067\u306f\u30ed\u30fc\u30ab\u30ebLLM\u3092\u52d5\u304b\u3059\u306b\u306f\u5c02\u9580\u7684\u306a\u77e5\u8b58\u3068\u9ad8\u4fa1\u306aGPU\u304c\u5fc5\u9808\u3067\u3057\u305f\u304c\u3001\u30e2\u30c7\u30eb\u306e\u8efd\u91cf\u5316\u6280\u8853\uff08\u91cf\u5b50\u5316\uff09\u306e\u9032\u6b69\u3084\u3001Ollama\u306e\u3088\u3046\u306a\u6271\u3044\u3084\u3059\u3044\u30c4\u30fc\u30eb\u306e\u767b\u5834\u306b\u3088\u308a\u3001\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u521d\u5b66\u8005\u3067\u3082\u4e00\u822c\u7684\u306a\u30ce\u30fc\u30c8PC\u304b\u3089\u8a66\u305b\u308b\u3088\u3046\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h3 id=\"outline__1_3\" class=\"wp-block-heading\">\u30af\u30e9\u30a6\u30c9\u578bLLM\u3068\u306e\u9055\u3044<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">ChatGPT\u306e\u3088\u3046\u306b\u3001\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u4e0a\u306e\u30b5\u30fc\u30d0\u30fc\u3067AI\u3092\u52d5\u304b\u3059\u5f62\u614b\u3092\u300c\u30af\u30e9\u30a6\u30c9\u578bLLM\u300d\u3068\u547c\u3073\u307e\u3059\u3002<br>\u30ed\u30fc\u30ab\u30ebLLM\u3068\u30af\u30e9\u30a6\u30c9\u578bLLM\u306b\u306f\u3001\u4e3b\u306b\u51e6\u7406\u3059\u308b\u5834\u6240\u3084\u30c7\u30fc\u30bf\u306e\u6271\u3044\u3001\u5c0e\u5165\u306b\u5fc5\u8981\u306a\u6e96\u5099\u306a\u3069\u306b\u9055\u3044\u304c\u3042\u308a\u307e\u3059\u3002<br>\u5927\u304d\u306a\u9055\u3044\u306f\u300c\u3069\u3053\u3067\u51e6\u7406\u3092\u884c\u3046\u304b\u300d\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u30af\u30e9\u30a6\u30c9\u578bLLM\u306f\u5165\u529b\u5185\u5bb9\u3092\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u7d4c\u7531\u3067\u5916\u90e8\u30b5\u30fc\u30d0\u30fc\u3078\u9001\u3063\u3066\u51e6\u7406\u3059\u308b\u306e\u306b\u5bfe\u3057\u3001\u30ed\u30fc\u30ab\u30ebLLM\u306f\u81ea\u5206\u306ePC\u3084\u793e\u5185\u30b5\u30fc\u30d0\u30fc\u306e\u4e2d\u3060\u3051\u3067\u51e6\u7406\u304c\u5b8c\u7d50\u3057\u307e\u3059\u3002<br>\u3053\u306e\u9055\u3044\u304b\u3089\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u7279\u5fb4\u306e\u5dee\u304c\u751f\u307e\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<style data-wp-block-html=\"css\">\n.cloud-compare-table-wrap {\n  overflow-x: auto;\n  margin-top: 10px;\n}\n.cloud-compare-table {\n  border-collapse: collapse;\n  width: 100%;\n  max-width: 960px;\n  font-size: 15px;\n  color: #222;\n}\n.cloud-compare-table th,\n.cloud-compare-table td {\n  text-align: left;\n  padding: 14px 16px;\n  vertical-align: top;\n  border-bottom: 1px solid #e0e0e0;\n}\n.cloud-compare-table thead th {\n  font-weight: 700;\n  border-bottom: 2px solid #333;\n}\n.cloud-compare-table tbody td:first-child {\n  color: #333;\n  font-weight: 500;\n  white-space: nowrap;\n}\n<\/style>\n\n<div class=\"cloud-compare-table-wrap\">\n<table class=\"cloud-compare-table\">\n  <thead>\n    <tr>\n      <th>\u6bd4\u8f03\u9805\u76ee<\/th>\n      <th>\u30ed\u30fc\u30ab\u30ebLLM<\/th>\n      <th>\u30af\u30e9\u30a6\u30c9\u578bLLM<\/th>\n    <\/tr>\n  <\/thead>\n  <tbody>\n    <tr>\n      <td>\u51e6\u7406\u3059\u308b\u5834\u6240<\/td>\n      <td>\u81ea\u5206\u306ePC\u3084\u793e\u5185\u30b5\u30fc\u30d0\u30fc\u4e0a<\/td>\n      <td>\u63d0\u4f9b\u5143\u306e\u5916\u90e8\u30b5\u30fc\u30d0\u30fc\u4e0a<\/td>\n    <\/tr>\n    <tr>\n      <td>\u30c7\u30fc\u30bf\u306e\u6271\u3044<\/td>\n      <td>\u5916\u90e8\u3078\u306e\u9001\u4fe1\u3092\u6291\u3048\u3084\u3059\u3044<\/td>\n      <td>\u5165\u529b\u5185\u5bb9\u3092\u5916\u90e8\u30b5\u30fc\u30d0\u30fc\u3078\u9001\u4fe1<\/td>\n    <\/tr>\n    <tr>\n      <td>\u5c0e\u5165\u306e\u3057\u3084\u3059\u3055<\/td>\n      <td>\u74b0\u5883\u69cb\u7bc9\u3084\u30e2\u30c7\u30eb\u9078\u5b9a\u304c\u5fc5\u8981<\/td>\n      <td>\u767b\u9332\u3059\u308c\u3070\u3059\u3050\u306b\u4f7f\u3044\u59cb\u3081\u3084\u3059\u3044<\/td>\n    <\/tr>\n    <tr>\n      <td>\u30b3\u30b9\u30c8<\/td>\n      <td>\u6a5f\u5668\u306e\u6e96\u5099\u3084\u96fb\u529b\u30fb\u7ba1\u7406\u306e\u624b\u9593\u304c\u304b\u304b\u308b<\/td>\n      <td>\u5229\u7528\u91cf\u306b\u5fdc\u3058\u305f\u6599\u91d1\u304c\u767a\u751f\u3057\u3084\u3059\u3044<\/td>\n    <\/tr>\n    <tr>\n      <td>\u6027\u80fd<\/td>\n      <td>PC\u30b9\u30da\u30c3\u30af\u3084\u30e2\u30c7\u30eb\u30b5\u30a4\u30ba\u306b\u5de6\u53f3\u3055\u308c\u308b<\/td>\n      <td>\u9ad8\u6027\u80fd\u306a\u30e2\u30c7\u30eb\u3092\u5229\u7528\u3057\u3084\u3059\u3044<\/td>\n    <\/tr>\n    <tr>\n      <td>\u5411\u3044\u3066\u3044\u308b\u7528\u9014<\/td>\n      <td>\u6a5f\u5bc6\u30c7\u30fc\u30bf\u306e\u51e6\u7406\u3084\u30aa\u30d5\u30e9\u30a4\u30f3\u5229\u7528<\/td>\n      <td>\u624b\u8efd\u3055\u3084\u9ad8\u3044\u7cbe\u5ea6\u3092\u6c42\u3081\u308b\u4f5c\u696d<\/td>\n    <\/tr>\n  <\/tbody>\n<\/table>\n<\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u30af\u30e9\u30a6\u30c9\u578bAI\u306f\u624b\u8efd\u306b\u4f7f\u3044\u59cb\u3081\u3084\u3059\u3044\u4e00\u65b9\u3067\u3001\u30ed\u30fc\u30ab\u30ebLLM\u306f\u30c7\u30fc\u30bf\u3092\u624b\u5143\u306e\u74b0\u5883\u3067\u6271\u3044\u3084\u3059\u3044\u70b9\u304c\u5f37\u307f\u3067\u3059\u3002<br>\u305d\u306e\u305f\u3081\u3001\u7528\u9014\u3084\u6271\u3046\u30c7\u30fc\u30bf\u306e\u7a2e\u985e\u306b\u5fdc\u3058\u3066\u4f7f\u3044\u5206\u3051\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<h3 id=\"outline__1_4\" class=\"wp-block-heading\">\u30ed\u30fc\u30ab\u30ebLLM\u306e\u30e1\u30ea\u30c3\u30c8<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u3053\u3067\u306f\u3001\u30ed\u30fc\u30ab\u30ebLLM\u306a\u3089\u3067\u306f\u306e\u30e1\u30ea\u30c3\u30c8\u30924\u3064\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u3010\u30c7\u30fc\u30bf\u3092\u5916\u306b\u51fa\u3055\u306a\u3044\u5b89\u5fc3\u611f\u3011<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u30ed\u30fc\u30ab\u30ebLLM\u306e\u6700\u5927\u306e\u9b45\u529b\u306f\u3001\u5165\u529b\u3057\u305f\u5185\u5bb9\u3092\u5916\u90e8\u306e\u30b5\u30fc\u30d0\u30fc\u306b\u9001\u3089\u305a\u306b\u51e6\u7406\u3067\u304d\u308b\u3053\u3068\u3067\u3059\u3002<br>\u958b\u767a\u4e2d\u306e\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u3084\u3001\u9867\u5ba2\u60c5\u5831\u3092\u542b\u3080\u30c7\u30fc\u30bf\u306a\u3069\u3001\u5916\u306b\u51fa\u3057\u305f\u304f\u306a\u3044\u60c5\u5831\u3092\u6271\u3046\u5834\u5408\u3067\u3082\u3001\u5b89\u5fc3\u3057\u3066\u8a66\u3057\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<br>\u305f\u3060\u3057\u3001\u7aef\u672b\u306e\u7ba1\u7406\u3084\u30a2\u30af\u30bb\u30b9\u5236\u5fa1\u304c\u7518\u3051\u308c\u3070\u5225\u306e\u7d4c\u8def\u3067\u60c5\u5831\u304c\u6f0f\u308c\u308b\u53ef\u80fd\u6027\u306f\u3042\u308b\u305f\u3081\u3001\u300c\u9001\u3089\u306a\u3044\u304b\u3089\u7d76\u5bfe\u5b89\u5168\u300d\u3068\u3044\u3046\u308f\u3051\u3067\u306f\u306a\u3044\u70b9\u306f\u899a\u3048\u3066\u304a\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u3010\u901a\u4fe1\u74b0\u5883\u306b\u5de6\u53f3\u3055\u308c\u306a\u3044\u901f\u3055\u3011<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u51e6\u7406\u304c\u3059\u3079\u3066\u624b\u5143\u306ePC\u3067\u5b8c\u7d50\u3059\u308b\u305f\u3081\u3001\u901a\u4fe1\u74b0\u5883\u306e\u5f71\u97ff\u3092\u53d7\u3051\u306b\u304f\u3044\u306e\u3082\u7279\u5fb4\u3067\u3059\u3002<br>\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u7d4c\u7531\u306e\u5f85\u3061\u6642\u9593\u304c\u767a\u751f\u3057\u306a\u3044\u305f\u3081\u3001\u5fdc\u7b54\u3082\u6bd4\u8f03\u7684\u901f\u304f\u3001\u56de\u7dda\u304c\u4e0d\u5b89\u5b9a\u306a\u5834\u6240\u3084<br>\u30aa\u30d5\u30e9\u30a4\u30f3\u74b0\u5883\u3067\u3082\u6587\u7ae0\u751f\u6210\u3084\u30b3\u30fc\u30c9\u4f5c\u6210\u3068\u3044\u3063\u305f\u4f5c\u696d\u3092\u9032\u3081\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u3010API\u5229\u7528\u6599\u304c\u304b\u304b\u3089\u306a\u3044\u3011<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">ChatGPT\u306e\u3088\u3046\u306a\u30af\u30e9\u30a6\u30c9\u578b\u30b5\u30fc\u30d3\u30b9\u306f\u3001\u4f7f\u3048\u3070\u4f7f\u3046\u307b\u3069\u5229\u7528\u6599\u304c\u304b\u3055\u3080\u5f93\u91cf\u8ab2\u91d1\u5236\u304c<br>\u4e00\u822c\u7684\u3067\u3059\u3002<br>\u305d\u306e\u70b9\u3001\u30ed\u30fc\u30ab\u30ebLLM\u306f\u4e00\u5ea6\u74b0\u5883\u3092\u6574\u3048\u3066\u3057\u307e\u3048\u3070\u3001\u305d\u306e\u5f8c\u306f\u4f7f\u7528\u56de\u6570\u3092\u6c17\u306b\u305b\u305a\u4f55\u5ea6\u3067\u3082\u7121\u6599\u3067\u4f7f\u3044\u7d9a\u3051\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u3010\u81ea\u7531\u306b\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3067\u304d\u308b\u3011<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u30aa\u30fc\u30d7\u30f3\u30a6\u30a7\u30a4\u30c8\u30e2\u30c7\u30eb\u3067\u3042\u308c\u3070\u3001\u30e2\u30c7\u30eb\u306e\u30e9\u30a4\u30bb\u30f3\u30b9\u6761\u4ef6\u3092\u78ba\u8a8d\u3057\u305f\u4e0a\u3067\u3001\u81ea\u5206\u306e\u7528\u9014\u306b<br>\u5408\u308f\u305b\u3066\u30e2\u30c7\u30eb\u306e\u632f\u308b\u821e\u3044\u3092\u8abf\u6574\u3059\u308b\u300c\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u300d\u3084\u3001\u7279\u5b9a\u306e\u5f79\u5272\u3092\u6301\u305f\u305b\u305f<br>\u30aa\u30ea\u30b8\u30ca\u30eb\u30e2\u30c7\u30eb\u306e\u4f5c\u6210\u3082\u53ef\u80fd\u3067\u3059\u3002<br>\u5b66\u7fd2\u3084\u500b\u4eba\u958b\u767a\u306e\u4e00\u74b0\u3068\u3057\u3066\u3001AI\u306e\u4ed5\u7d44\u307f\u305d\u306e\u3082\u306e\u306b\u89e6\u308c\u3089\u308c\u308b\u70b9\u3082\u3001\u30ed\u30fc\u30ab\u30ebLLM\u306a\u3089\u3067\u306f\u306e\u697d\u3057\u3055\u3068\u8a00\u3048\u307e\u3059\u3002<\/p>\n\n\n\n<h3 id=\"outline__1_5\" class=\"wp-block-heading\">\u30ed\u30fc\u30ab\u30ebLLM\u306e\u30c7\u30e1\u30ea\u30c3\u30c8\u30fb\u6ce8\u610f\u70b9<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u3053\u3067\u306f\u3001\u30ed\u30fc\u30ab\u30ebLLM\u3092\u4f7f\u3046\u4e0a\u3067\u77e5\u3063\u3066\u304a\u304d\u305f\u3044\u30c7\u30e1\u30ea\u30c3\u30c8\u30fb\u6ce8\u610f\u70b9\u30923\u3064\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u3010\u30e2\u30c7\u30eb\u306b\u3088\u3063\u3066\u6027\u80fd\u306b\u5dee\u304c\u3042\u308b\u3011<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3072\u3068\u304f\u3061\u306b\u30ed\u30fc\u30ab\u30ebLLM\u3068\u3044\u3063\u3066\u3082\u3001\u65e5\u672c\u8a9e\u306e\u81ea\u7136\u3055\u3001\u9577\u6587\u3078\u306e\u5bfe\u5fdc\u529b\u3001\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u7cbe\u5ea6\u306f\u30e2\u30c7\u30eb\u306b\u3088\u3063\u3066\u5927\u304d\u304f\u7570\u306a\u308a\u307e\u3059\u3002<br>\u305f\u3068\u3048\u3070\u540c\u3058\u6570\u5341\u5104\u30d1\u30e9\u30e1\u30fc\u30bf\u898f\u6a21\u306e\u30e2\u30c7\u30eb\u3067\u3082\u3001\u5bfe\u5fdc\u8a00\u8a9e\u6570\u3084\u51e6\u7406\u3067\u304d\u308b\u6587\u7ae0\u306e\u9577\u3055\u306f\u3055\u307e\u3056\u307e\u3067\u3059\u3002<br>\u300c\u8a66\u3057\u305f\u3089\u601d\u3063\u305f\u3088\u308a\u4f7f\u3048\u306a\u304b\u3063\u305f\u300d\u3068\u3044\u3046\u5834\u5408\u3001\u30e2\u30c7\u30eb\u81ea\u4f53\u304c\u7528\u9014\u306b\u5408\u3063\u3066\u3044\u306a\u3044\u53ef\u80fd\u6027\u3082\u3042\u308b\u305f\u3081\u3001\u8907\u6570\u306e\u30e2\u30c7\u30eb\u3092\u6bd4\u8f03\u3057\u306a\u304c\u3089\u9078\u3076\u3053\u3068\u3092\u304a\u3059\u3059\u3081\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u3010\u76f8\u5fdc\u306ePC\u30b9\u30da\u30c3\u30af\u304c\u5fc5\u8981\u306b\u306a\u308b\u3011<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u30e2\u30c7\u30eb\u306e\u30b5\u30a4\u30ba\u306b\u3088\u3063\u3066\u306f\u3001\u9ad8\u6027\u80fd\u306aGPU\u3084\u5927\u5bb9\u91cf\u306e\u30e1\u30e2\u30ea\u304c\u6c42\u3081\u3089\u308c\u307e\u3059\u3002<br>\u30d1\u30e9\u30e1\u30fc\u30bf\u6570\u304c\u5927\u304d\u3044\u30e2\u30c7\u30eb\u307b\u3069\u3001\u5fc5\u8981\u306a\u30e1\u30e2\u30ea\u306e\u76ee\u5b89\u3082\u5927\u304d\u304f\u306a\u308b\u305f\u3081\u3001\u4eca\u4f7f\u3063\u3066\u3044\u308bPC\u3067\u306f\u52d5\u4f5c\u3057\u306a\u3044\u3001\u307e\u305f\u306f\u52d5\u3044\u3066\u3082\u5b9f\u7528\u306b\u8010\u3048\u308b\u901f\u5ea6\u304c\u51fa\u306a\u3044\u30b1\u30fc\u30b9\u3082\u73cd\u3057\u304f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u3010\u81ea\u5206\u3067\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u3011<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u30af\u30e9\u30a6\u30c9\u578b\u30b5\u30fc\u30d3\u30b9\u306e\u3088\u3046\u306b\u81ea\u52d5\u3067\u30a2\u30c3\u30d7\u30c7\u30fc\u30c8\u3055\u308c\u308b\u4ed5\u7d44\u307f\u304c\u306a\u3044\u305f\u3081\u3001\u65b0\u3057\u3044\u30d0\u30fc\u30b8\u30e7\u30f3\u306e\u30e2\u30c7\u30eb\u3078\u306e\u5165\u308c\u66ff\u3048\u3084\u3001\u52d5\u4f5c\u3057\u306a\u304f\u306a\u3063\u305f\u969b\u306e\u5bfe\u5fdc\u306f\u3001\u57fa\u672c\u7684\u306b\u81ea\u5206\u3067\u884c\u3046\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<br>\u7d99\u7d9a\u3057\u3066\u4f7f\u3044\u7d9a\u3051\u308b\u306b\u306f\u3001\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u306e\u624b\u9593\u304c\u591a\u5c11\u304b\u304b\u308b\u3053\u3068\u306f\u7406\u89e3\u3057\u3066\u304a\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<h3 id=\"outline__1_6\" class=\"wp-block-heading\">\u30ed\u30fc\u30ab\u30ebLLM\u306e\u6d3b\u7528\u4e8b\u4f8b<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u5b9f\u969b\u306b\u3069\u306e\u3088\u3046\u306a\u5834\u9762\u3067\u30ed\u30fc\u30ab\u30ebLLM\u304c\u6d3b\u7528\u3055\u308c\u3066\u3044\u308b\u306e\u304b\u3001\u5177\u4f53\u7684\u306a\u4e8b\u4f8b\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h4 id=\"outline__1_6_1\" class=\"wp-block-heading\">\u500b\u4eba\u958b\u767a\u30fb\u5b66\u7fd2\u3067\u306e\u6d3b\u7528\u30b7\u30fc\u30f3<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u3010\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u306e\u5b66\u7fd2\u30fb\u88dc\u52a9\u3011<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u81ea\u5206\u306ePC\u5185\u3067\u30b3\u30fc\u30c9\u306e\u751f\u6210\u3084\u30ec\u30d3\u30e5\u30fc\u3001\u30c7\u30d0\u30c3\u30b0\u306e\u76f8\u8ac7\u3092\u5b8c\u7d50\u3055\u305b\u305f\u3044\u5834\u5408\u306b\u6d3b\u7528\u3067\u304d\u307e\u3059\u3002<br>\u5b66\u7fd2\u4e2d\u306e\u672a\u5b8c\u6210\u306a\u30b3\u30fc\u30c9\u3084\u3001\u500b\u4eba\u958b\u767a\u4e2d\u306e\u30a2\u30d7\u30ea\u306e\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u3092AI\u306b\u8aad\u307f\u8fbc\u307e\u305b\u308b\u969b\u3082\u3001\u5916\u90e8\u306b\u30c7\u30fc\u30bf\u3092\u9001\u3089\u305a\u306b\u8cea\u554f\u3067\u304d\u308b\u305f\u3081\u3001\u5b89\u5fc3\u3057\u3066\u8a66\u884c\u932f\u8aa4\u3092\u91cd\u306d\u3089\u308c\u307e\u3059\u3002<br>\u30a8\u30e9\u30fc\u30e1\u30c3\u30bb\u30fc\u30b8\u3092\u305d\u306e\u307e\u307e\u8cbc\u308a\u4ed8\u3051\u3066\u539f\u56e0\u3092\u5c0b\u306d\u308b\u3001\u3068\u3044\u3063\u305f\u4f7f\u3044\u65b9\u3082\u624b\u8efd\u306b\u8a66\u305b\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u3010\u624b\u5143\u306e\u6587\u66f8\u30fb\u30e1\u30e2\u306e\u691c\u7d22\u3011<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u691c\u7d22\u62e1\u5f35\u751f\u6210\uff08RAG\uff09\u3068\u3044\u3046\u4ed5\u7d44\u307f\u3092\u4f7f\u3046\u3068\u3001\u81ea\u5206\u306e\u6280\u8853\u30e1\u30e2\u3084\u5b66\u7fd2\u7528\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092AI\u306b\u8aad\u307f\u8fbc\u307e\u305b\u3066\u3001\u5fc5\u8981\u306a\u60c5\u5831\u3060\u3051\u3092\u5f15\u304d\u51fa\u305b\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<br>\u5f93\u6765\u306f\u624b\u4f5c\u696d\u3067\u30d5\u30a1\u30a4\u30eb\u3092\u63a2\u3057\u3066\u3044\u305f\u60c5\u5831\u3082\u3001AI\u306b\u805e\u304f\u3060\u3051\u3067\u6570\u79d2\u3067\u898b\u3064\u3051\u3089\u308c\u308b\u3088\u3046\u306b\u306a\u308a\u3001\u81ea\u5206\u3060\u3051\u306e\u30ca\u30ec\u30c3\u30b8\u30d9\u30fc\u30b9\u3068\u3057\u3066\u6d3b\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u3010\u30aa\u30d5\u30e9\u30a4\u30f3\u74b0\u5883\u3067\u306e\u5b66\u7fd2\u30fb\u4f5c\u696d\u3011<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u63a5\u7d9a\u304c\u306a\u3044\u74b0\u5883\u3067\u3082\u3001\u6587\u7ae0\u751f\u6210\u3084\u8981\u7d04\u3001\u30b3\u30fc\u30c9\u306e\u4f5c\u6210\u3068\u3044\u3063\u305f\u4f5c\u696d\u3092\u9032\u3081\u3089\u308c\u307e\u3059\u3002<br>\u79fb\u52d5\u4e2d\u306e\u65b0\u5e79\u7dda\u5185\u3084\u3001\u901a\u4fe1\u74b0\u5883\u304c\u4e0d\u5b89\u5b9a\u306a\u5834\u6240\u3001\u3042\u308b\u3044\u306f\u901a\u4fe1\u91cf\u3092\u6c17\u306b\u3057\u305f\u304f\u306a\u3044\u74b0\u5883\u3067\u3082\u3001\u5b66\u7fd2\u3084\u958b\u767a\u306e\u624b\u3092\u6b62\u3081\u305a\u306b\u6e08\u3080\u70b9\u306f\u5927\u304d\u306a\u5229\u70b9\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u3010\u5b66\u7fd2\u7528\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306e\u4f5c\u6210\u3011<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Modelfile\u306a\u3069\u306e\u4ed5\u7d44\u307f\u3092\u4f7f\u3063\u3066\u3001\u7279\u5b9a\u306e\u5f79\u5272\u3092\u6301\u305f\u305b\u305f\u30aa\u30ea\u30b8\u30ca\u30eb\u306e\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3092<br>\u4f5c\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002<br>\u305f\u3068\u3048\u3070\u300c\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u7528\u8a9e\u3060\u3051\u3092\u3084\u3055\u3057\u304f\u89e3\u8aac\u3057\u3066\u304f\u308c\u308b\u8b1b\u5e2b\u5f79\u300d\u306e\u3088\u3046\u306a\u30ad\u30e3\u30e9\u30af\u30bf\u30fc\u3092\u8a2d\u5b9a\u3057\u3001\u81ea\u5206\u5c02\u7528\u306e\u5b66\u7fd2\u30d1\u30fc\u30c8\u30ca\u30fc\u3068\u3057\u3066\u80b2\u3066\u3066\u3044\u304f\u3053\u3068\u3082\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u3010\u500b\u4eba\u958b\u767a\u4e2d\u306e\u30a2\u30d7\u30ea\u3078\u306e\u7d44\u307f\u8fbc\u307f\u3011<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Ollama\u306eAPI\u3092\u7d4c\u7531\u3057\u3066\u3001\u81ea\u4f5c\u306eWeb\u30a2\u30d7\u30ea\u3084\u30c4\u30fc\u30eb\u306bAI\u6a5f\u80fd\u3092\u7d44\u307f\u8fbc\u3080\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002<br>\u30c1\u30e3\u30c3\u30c8\u6a5f\u80fd\u3092\u6301\u3064\u500b\u4eba\u958b\u767a\u30a2\u30d7\u30ea\u3084\u3001\u5165\u529b\u5185\u5bb9\u3092\u8981\u7d04\u3059\u308b\u30df\u30cb\u30c4\u30fc\u30eb\u306a\u3069\u3001AI\u3092\u4f7f\u3063\u305f<br>\u30a2\u30d7\u30ea\u958b\u767a\u306e\u7df4\u7fd2\u74b0\u5883\u3068\u3057\u3066\u3001\u30b3\u30b9\u30c8\u3092\u304b\u3051\u305a\u306b\u8a66\u4f5c\u3092\u91cd\u306d\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<h4 id=\"outline__1_6_2\" class=\"wp-block-heading\">\u696d\u754c\u5225\u306e\u6d3b\u7528\u30b7\u30fc\u30f3<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">\u500b\u4eba\u5229\u7528\u3060\u3051\u3067\u306a\u304f\u3001\u5b9f\u969b\u306e\u4f01\u696d\u3067\u3082\u30ed\u30fc\u30ab\u30ebLLM\u306e\u5c0e\u5165\u304c\u9032\u3093\u3067\u3044\u307e\u3059\u3002<br>\u30a8\u30f3\u30b8\u30cb\u30a2\u3092\u76ee\u6307\u3059\u65b9\u306b\u3068\u3063\u3066\u3001\u5c06\u6765\u643a\u308f\u308b\u53ef\u80fd\u6027\u306e\u3042\u308b\u73fe\u5834\u3092\u30a4\u30e1\u30fc\u30b8\u3059\u308b\u53c2\u8003\u3068\u3057\u3066\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u3010\u533b\u7642\u696d\u754c\u3011<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u96fb\u5b50\u30ab\u30eb\u30c6\u30b7\u30b9\u30c6\u30e0\u3068\u9023\u643a\u3055\u305b\u3001\u60a3\u8005\u30c7\u30fc\u30bf\u3092\u5916\u90e8\u306b\u51fa\u3055\u305a\u306b\u3001\u753b\u50cf\u8a3a\u65ad\u306e\u88dc\u52a9\u3084\u8a3a\u7642\u8a18\u9332\u304b\u3089\u306e\u60c5\u5831\u62bd\u51fa\u306a\u3069\u306b\u5f79\u7acb\u3066\u308b\u53d6\u308a\u7d44\u307f\u304c\u9032\u3093\u3067\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u3010\u88fd\u9020\u696d\u3011<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5de5\u5834\u306e\u751f\u7523\u30e9\u30a4\u30f3\u4e0a\u3067\u3001\u901a\u4fe1\u74b0\u5883\u306b\u4f9d\u5b58\u305b\u305a\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306b\u52d5\u4f5c\u3059\u308bAI\u3068\u3057\u3066\u3001\u54c1\u8cea\u691c\u67fb\u3084\u7570\u5e38\u691c\u77e5\u306b\u6d3b\u7528\u3055\u308c\u308b\u30b1\u30fc\u30b9\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u3010\u91d1\u878d\u696d\u754c\u3011<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u9867\u5ba2\u306e\u53d6\u5f15\u30c7\u30fc\u30bf\u3084\u6295\u8cc7\u60c5\u5831\u3068\u3044\u3063\u305f\u6a5f\u5bc6\u6027\u306e\u9ad8\u3044\u60c5\u5831\u3092\u3001\u5916\u90e8\u306b\u9001\u4fe1\u305b\u305a\u793e\u5185\u3060\u3051\u3067\u5206\u6790\u3059\u308b\u7528\u9014\u306b\u5229\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u3010\u6cd5\u52d9\u30fb\u6cd5\u5f8b\u95a2\u9023\u3011<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u904e\u53bb\u306e\u5951\u7d04\u66f8\u3084\u5224\u4f8b\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u793e\u5185\u74b0\u5883\u3067\u7ba1\u7406\u3057\u3001\u985e\u4f3c\u6848\u4ef6\u306e\u691c\u7d22\u3084\u6587\u66f8\u4f5c\u6210\u3092\u52b9\u7387\u5316\u3059\u308b\u53d6\u308a\u7d44\u307f\u304c\u884c\u308f\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h2 id=\"outline__2\" class=\"wp-block-heading\">\u30ed\u30fc\u30ab\u30ebLLM\u306e\u304a\u3059\u3059\u3081\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u30e2\u30c7\u30eb\u30682026\u5e74\u306e\u4e3b\u8981\u30c8\u30ec\u30f3\u30c9<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u5148\u307b\u3069\u78ba\u8a8d\u3057\u305fVRAM\u5bb9\u91cf\u30fb\u52d5\u304b\u305b\u308b\u30e2\u30c7\u30eb\u30b5\u30a4\u30ba\u3092\u3082\u3068\u306b\u3001\u5b9f\u969b\u306b\u3069\u306e\u30e2\u30c7\u30eb\u3092\u9078\u3079\u3070\u3088\u3044\u304b\u898b\u3066\u3044\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<h3 id=\"outline__2_1\" class=\"wp-block-heading\">\u7528\u9014\u3084\u30d1\u30e9\u30e1\u30fc\u30bf\u6570\u306b\u5fdc\u3058\u305f\u6700\u9069\u306a\u30e2\u30c7\u30eb\u306e\u68f2\u307f\u5206\u3051<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">LLM\u9078\u5b9a\u3067\u306f\u300c\u30d1\u30e9\u30e1\u30fc\u30bf\u6570\u300d\u304c\u91cd\u8981\u306a\u6307\u6a19\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u30d1\u30e9\u30e1\u30fc\u30bf\u6570\u3068\u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u304c\u5b66\u7fd2\u306b\u3088\u3063\u3066\u8abf\u6574\u3059\u308b\u5909\u6570 (\u30d1\u30e9\u30e1\u30fc\u30bf) \u306e\u591a\u3055\u3092\u8868\u3059\u6570\u5024\u306e\u3053\u3068\u3092\u8a00\u3044\u307e\u3059\u3002<br>\u30d1\u30e9\u30e1\u30fc\u30bf\u6570\u304c\u591a\u3044\u307b\u3069\u306b\u30e2\u30c7\u30eb\u306f\u8907\u96d1\u306b\u306a\u308a\u3001\u3088\u308a\u9ad8\u5ea6\u306a\u8868\u73fe\u3084\u5e45\u5e83\u3044\u77e5\u8b58\u306b\u5bfe\u5fdc\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e00\u822c\u7684\u306a\u76ee\u5b89\u306f\u4ee5\u4e0b\u306e\u901a\u308a\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u30103B\u301c8B\u30af\u30e9\u30b9\u3011<\/strong><\/p>\n\n\n\n<style data-wp-block-html=\"css\">\n.model-table-wrap {\n  overflow-x: auto;\n}\n.model-table {\n  border-collapse: collapse;\n  width: 100%;\n  max-width: 960px;\n  font-size: 15px;\n  color: #222;\n}\n.model-table th,\n.model-table td {\n  text-align: left;\n  padding: 14px 16px;\n  vertical-align: top;\n  border-bottom: 1px solid #e0e0e0;\n}\n.model-table thead th {\n  font-weight: 700;\n  border-bottom: 2px solid #333;\n}\n.model-table tbody td:first-child {\n  color: #333;\n  font-weight: 500;\n  white-space: nowrap;\n}\n.model-table code {\n  display: inline-block;\n  background: #f1f1f1;\n  color: #c0392b;\n  padding: 6px 12px;\n  border-radius: 6px;\n  font-family: Consolas, Monaco, monospace;\n  font-size: 13px;\n}\n<\/style>\n\n<div class=\"model-table-wrap\">\n<table class=\"model-table\">\n  <thead>\n    <tr>\n      <th>\u30b7\u30ea\u30fc\u30ba<\/th>\n      <th>\u30e2\u30c7\u30eb\u540d<\/th>\n      <th>Ollama\u3067\u306e\u53d6\u5f97\u30b3\u30de\u30f3\u30c9<\/th>\n    <\/tr>\n  <\/thead>\n  <tbody>\n    <tr>\n      <td>Qwen<\/td>\n      <td>Qwen3.5 4B<\/td>\n      <td><code>ollama pull qwen3.5:4b<\/code><\/td>\n    <\/tr>\n    <tr>\n      <td>Gemma<\/td>\n      <td>Gemma 4 E4B<\/td>\n      <td><code>ollama pull gemma4:e4b<\/code><\/td>\n    <\/tr>\n    <tr>\n      <td>Phi<\/td>\n      <td>Phi-4 Mini<\/td>\n      <td><code>ollama pull phi4-mini<\/code><\/td>\n    <\/tr>\n    <tr>\n      <td>DeepSeek<\/td>\n      <td>DeepSeek-R1 8B\uff08\u84b8\u7559\u7248\uff09<\/td>\n      <td><code>ollama pull deepseek-r1:8b<\/code><\/td>\n    <\/tr>\n  <\/tbody>\n<\/table>\n<\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u7528\u9014:<br>\u30fb\u30c1\u30e3\u30c3\u30c8<br>\u30fb\u8981\u7d04<br>\u30fb\u8efd\u3044\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0<br>\u30fb\u30e2\u30d0\u30a4\u30eb\u74b0\u5883<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f8b:<br>\u30fbPhi-4 Mini<br>\u30fbQwen3.5 4B<br>\u30fbGemma 4 E4B<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5c11\u306a\u3044\u30e1\u30e2\u30ea\u3067\u52d5\u4f5c\u3059\u308b\u305f\u3081\u3001\u30ce\u30fc\u30c8PC\u3067\u3082\u6271\u3044\u3084\u3059\u3044\u30b5\u30a4\u30ba\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u301014B\u301c32B\u30af\u30e9\u30b9\u3011<\/strong><\/p>\n\n\n\n<style data-wp-block-html=\"css\">\n.model-table-wrap {\n  overflow-x: auto;\n}\n.model-table {\n  border-collapse: collapse;\n  width: 100%;\n  max-width: 960px;\n  font-size: 15px;\n  color: #222;\n}\n.model-table th,\n.model-table td {\n  text-align: left;\n  padding: 14px 16px;\n  vertical-align: top;\n  border-bottom: 1px solid #e0e0e0;\n}\n.model-table thead th {\n  font-weight: 700;\n  border-bottom: 2px solid #333;\n}\n.model-table tbody td:first-child {\n  color: #333;\n  font-weight: 500;\n  white-space: nowrap;\n}\n.model-table code {\n  display: inline-block;\n  background: #f1f1f1;\n  color: #c0392b;\n  padding: 6px 12px;\n  border-radius: 6px;\n  font-family: Consolas, Monaco, monospace;\n  font-size: 13px;\n}\n<\/style>\n\n<div class=\"model-table-wrap\">\n<table class=\"model-table\">\n  <thead>\n    <tr>\n      <th>\u30b7\u30ea\u30fc\u30ba<\/th>\n      <th>\u30e2\u30c7\u30eb\u540d<\/th>\n      <th>Ollama\u3067\u306e\u53d6\u5f97\u30b3\u30de\u30f3\u30c9<\/th>\n    <\/tr>\n  <\/thead>\n  <tbody>\n    <tr>\n      <td>Qwen<\/td>\n      <td>Qwen3-Coder 30B\uff08\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u7279\u5316\u30fbMoE\uff09<\/td>\n      <td><code>ollama pull qwen3-coder:30b<\/code><\/td>\n    <\/tr>\n    <tr>\n      <td>DeepSeek<\/td>\n      <td>DeepSeek-R1 32B\uff08\u84b8\u7559\u7248\uff09<\/td>\n      <td><code>ollama pull deepseek-r1:32b<\/code><\/td>\n    <\/tr>\n    <tr>\n      <td>Mistral<\/td>\n      <td>Devstral Small 24B\uff08\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u958b\u767a\u5411\u3051\uff09<\/td>\n      <td><code>ollama pull devstral:24b<\/code><\/td>\n    <\/tr>\n  <\/tbody>\n<\/table>\n<\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u7528\u9014<br>\u30fb\u672c\u683c\u7684\u306a\u958b\u767a\u652f\u63f4<br>\u30fb\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u751f\u6210<br>\u30fbRAG\u69cb\u7bc9<br>\u30fb\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u904b\u7528<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f8b:<br>\u30fbQwen3.5 27B<br>\u30fbDeepSeek\u7cfb\u4e2d\u578b\u30e2\u30c7\u30eb<br>\u30fbMistral Small<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u73fe\u5728\u306e\u30ed\u30fc\u30ab\u30ebLLM\u306b\u304a\u3051\u308b\u6700\u3082\u4eba\u6c17\u306e\u30be\u30fc\u30f3\u3067\u3059\u3002<br>24GB\u524d\u5f8c\u306eVRAM\u74b0\u5883\u3067\u9ad8\u3044\u6027\u80fd\u3092\u5f97\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u301070B\u4ee5\u4e0a\u3011<\/strong><\/p>\n\n\n\n<style data-wp-block-html=\"css\">\n.model-table-wrap {\n  overflow-x: auto;\n}\n.model-table {\n  border-collapse: collapse;\n  width: 100%;\n  max-width: 960px;\n  font-size: 15px;\n  color: #222;\n}\n.model-table th,\n.model-table td {\n  text-align: left;\n  padding: 14px 16px;\n  vertical-align: top;\n  border-bottom: 1px solid #e0e0e0;\n}\n.model-table thead th {\n  font-weight: 700;\n  border-bottom: 2px solid #333;\n}\n.model-table tbody td:first-child {\n  color: #333;\n  font-weight: 500;\n  white-space: nowrap;\n}\n.model-table code {\n  display: inline-block;\n  background: #f1f1f1;\n  color: #c0392b;\n  padding: 6px 12px;\n  border-radius: 6px;\n  font-family: Consolas, Monaco, monospace;\n  font-size: 13px;\n}\n<\/style>\n\n<div class=\"model-table-wrap\">\n<table class=\"model-table\">\n  <thead>\n    <tr>\n      <th>\u30b7\u30ea\u30fc\u30ba<\/th>\n      <th>\u30e2\u30c7\u30eb\u540d<\/th>\n      <th>Ollama\u3067\u306e\u53d6\u5f97\u30b3\u30de\u30f3\u30c9<\/th>\n    <\/tr>\n  <\/thead>\n  <tbody>\n    <tr>\n      <td>Llama<\/td>\n      <td>Llama 3.3 70B<\/td>\n      <td><code>ollama pull llama3.3:70b<\/code><\/td>\n    <\/tr>\n    <tr>\n      <td>DeepSeek<\/td>\n      <td>DeepSeek-R1 70B\uff08\u84b8\u7559\u7248\uff09<\/td>\n      <td><code>ollama pull deepseek-r1:70b<\/code><\/td>\n    <\/tr>\n    <tr>\n      <td>Qwen<\/td>\n      <td>Qwen2.5 72B<\/td>\n      <td><code>ollama pull qwen2.5:72b<\/code><\/td>\n    <\/tr>\n  <\/tbody>\n<\/table>\n<\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u7528\u9014<br>\u30fb\u7814\u7a76\u958b\u767a<br>\u30fb\u9ad8\u7cbe\u5ea6\u63a8\u8ad6<br>\u30fb\u5927\u898f\u6a21\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f8b:<br>\u30fbLlama 70B\u7cfb<br>\u30fbQwen 72B\u7cfb<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u9ad8\u54c1\u8cea\u3067\u3059\u304c\u3001\u8907\u6570GPU\u3084\u5927\u5bb9\u91cfVRAM\u304c\u5fc5\u8981\u306b\u306a\u308a\u307e\u3059\u3002<br>2026\u5e74\u306e\u30c8\u30ec\u30f3\u30c9\u3068\u3057\u3066\u306f\u3001\u300c\u5de8\u5927\u30e2\u30c7\u30eb\u3092\u7121\u7406\u306b\u52d5\u304b\u3059\u300d\u3088\u308a\u3082\u300c20B\uff5e30B\u7d1a\u306e\u9ad8\u6027\u80fd\u30e2\u30c7\u30eb\u3092\u91cf\u5b50\u5316\u3057\u3066\u5feb\u9069\u306b\u4f7f\u3046\u300d\u65b9\u5411\u3078\u79fb\u884c\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h3 id=\"outline__2_2\" class=\"wp-block-heading\">\u65e5\u672c\u8a9e\u6027\u80fd\u3068\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u80fd\u529b\u3067\u9078\u3076\u4e3b\u8981OSS\u30e2\u30c7\u30eb\u306e\u7279\u5fb4<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">2026\u5e747\u67089\u65e5\u73fe\u5728\u306b\u304a\u3051\u308b\u3001\u30ed\u30fc\u30ab\u30ebLLM\u306e\u4e3b\u6d41\u306f\u4ee5\u4e0b\u306e\u30e2\u30c7\u30eb\u7fa4\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong><a href=\"https:\/\/qwenlm.github.io\/\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">\u3010Qwen\u30b7\u30ea\u30fc\u30ba\u3011<\/a><\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e2d\u56fdAlibaba\u304c\u958b\u767a\u3059\u308b\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u30e2\u30c7\u30eb\u3067\u3059\u3002<br>\u8fd1\u5e74\u306e\u30ed\u30fc\u30ab\u30ebLLM\u754c\u9688\u3067\u306f\u6700\u3082\u8a55\u4fa1\u304c\u9ad8\u3044\u30e2\u30c7\u30eb\u306e\u4e00\u3064\u3067\u3042\u308a\u3001\u65e5\u672c\u8a9e\u6027\u80fd\u30fb\u591a\u8a00\u8a9e\u6027\u80fd\u30fb\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u80fd\u529b\u306e\u30d0\u30e9\u30f3\u30b9\u306b\u512a\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Qwen3\u7cfb\u306fApache 2.0\u30e9\u30a4\u30bb\u30f3\u30b9\u3092\u63a1\u7528\u3057\u3066\u304a\u308a\u3001\u5546\u7528\u5229\u7528\u3057\u3084\u3059\u3044\u70b9\u3082\u7279\u5fb4\u3067\u3059\u3002<br>\u7279\u306bQwen3-Coder\u306f\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u7528\u9014\u3067\u9ad8\u304f\u8a55\u4fa1\u3055\u308c\u3066\u304a\u308a\u3001\u30b3\u30fc\u30c9\u751f\u6210\u3084\u30ea\u30d5\u30a1\u30af\u30bf\u30ea\u30f3\u30b0\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u958b\u767a\u3068\u306e\u76f8\u6027\u304c\u826f\u597d\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f8b:<br>\u30fbQwen3.5<br>\u30fbQwen3 Coder \/ Qwen3 Coder Next<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong><a href=\"https:\/\/www.llama.com\/\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">\u3010Llama\u30b7\u30ea\u30fc\u30ba\u3011<\/a><\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Meta\u304c\u958b\u767a\u3059\u308b\u4ee3\u8868\u7684\u306a\u30aa\u30fc\u30d7\u30f3\u30e2\u30c7\u30eb\u3067\u3059\u3002<br>\u7814\u7a76\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u3084\u30c4\u30fc\u30eb\u7fa4\u3068\u306e\u4e92\u63db\u6027\u304c\u9ad8\u304f\u3001\u591a\u304f\u306e\u6d3e\u751f\u30e2\u30c7\u30eb\u304c\u5b58\u5728\u3057\u307e\u3059\u3002<br>\u7279\u306bLlama 3\u7cfb\u4ee5\u964d\u306f\u6c4e\u7528\u6027\u80fd\u304c\u5411\u4e0a\u3057\u3001\u6587\u7ae0\u751f\u6210\u304b\u3089\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u307e\u3067\u5e45\u5e83\u304f\u5bfe\u5fdc\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f8b:<br>\u30fbLlama 4 Scout<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong><a href=\"https:\/\/www.deepseek.com\/\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">\u3010DeepSeek\u30b7\u30ea\u30fc\u30ba\u3011<\/a><\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u63a8\u8ad6\u80fd\u529b\u3084\u6570\u5b66\u6027\u80fd\u306b\u5f37\u307f\u3092\u6301\u3064\u30e2\u30c7\u30eb\u7fa4\u3067\u3059\u3002<br>\u7279\u306bDeepSeek-R1\u7cfb\u306e\u84b8\u7559\u30e2\u30c7\u30eb\u306f\u3001\u6bd4\u8f03\u7684\u5c0f\u3055\u306a\u30b5\u30a4\u30ba\u3067\u3082\u9ad8\u3044\u63a8\u8ad6\u6027\u80fd\u3092\u767a\u63ee\u3059\u308b\u3053\u3068\u3067\u6ce8\u76ee\u3055\u308c\u3066\u3044\u307e\u3059\u3002<br>\u8907\u96d1\u306a\u554f\u984c\u89e3\u6c7a\u3084\u8ad6\u7406\u7684\u601d\u8003\u3092\u5fc5\u8981\u3068\u3059\u308b\u7528\u9014\u3067\u4eba\u6c17\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f8b:<br>\u30fbDeepSeek-R1<br>\u30fbDeepSeek-V4<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong><a href=\"https:\/\/mistral.ai\/\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">\u3010Mistral\u30b7\u30ea\u30fc\u30ba\u3011<\/a><\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u30d5\u30e9\u30f3\u30b9\u306eMistral AI\u304c\u958b\u767a\u3059\u308b\u30e2\u30c7\u30eb\u3067\u3059\u3002<br>\u6bd4\u8f03\u7684\u5c0f\u578b\u306a\u304c\u3089\u9ad8\u3044\u6027\u80fd\u3092\u6301\u3061\u3001\u63a8\u8ad6\u901f\u5ea6\u3082\u512a\u79c0\u3067\u3059\u3002<br>\u30ea\u30bd\u30fc\u30b9\u304c\u9650\u3089\u308c\u305f\u74b0\u5883\u3067\u5feb\u9069\u306b\u52d5\u4f5c\u3059\u308b\u305f\u3081\u3001\u500b\u4eba\u5229\u7528\u8005\u304b\u3089\u306e\u652f\u6301\u3082\u9ad8\u304f\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f8b:<br>\u30fbMistral Large 3<br>\u30fbMistral Small 4<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong><a href=\"https:\/\/ai.google.dev\/gemma\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">\u3010Gemma\u30b7\u30ea\u30fc\u30ba\u3011<\/a><\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Google\u304c\u516c\u958b\u3059\u308b\u8efd\u91cf\u30e2\u30c7\u30eb\u3067\u3059\u3002<br>\u6bd4\u8f03\u7684\u5c11\u306a\u3044\u30e1\u30e2\u30ea\u3067\u52d5\u4f5c\u3057\u306a\u304c\u3089\u9ad8\u3044\u54c1\u8cea\u3092\u7dad\u6301\u3057\u3066\u304a\u308a\u3001\u5c0f\u898f\u6a21\u74b0\u5883\u5411\u3051\u306e\u6709\u529b\u5019\u88dc\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f8b:<br>\u30fbGemma 4<\/p>\n\n\n\n<h2 id=\"outline__3\" class=\"wp-block-heading\">\u30ed\u30fc\u30ab\u30ebLLM\u306e\u30b9\u30da\u30c3\u30af\u9078\u5b9a\u57fa\u6e96\u3068\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u30a4\u30f3\u30d5\u30e9\u306e\u8981\u4ef6<\/h2>\n\n\n\n<h3 id=\"outline__3_1\" class=\"wp-block-heading\">\u30e2\u30c7\u30eb\u306e\u5b9f\u884c\u901f\u5ea6\u3092\u5de6\u53f3\u3059\u308bVRAM\u5bb9\u91cf\u3068\u91cf\u5b50\u5316\u306e\u4ed5\u7d44\u307f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u30ed\u30fc\u30ab\u30ebLLM\u3092\u4f7f\u7528\u3059\u308b\u4e0a\u3067\u306f\u3001VRAM\u5bb9\u91cf\u304c\u7279\u306b\u91cd\u8981\u3068\u306a\u308a\u307e\u3059\u3002<br>\u4f8b\u3048\u307032B\u30e2\u30c7\u30eb\u3092\u5b9f\u884c\u3059\u308b\u5834\u5408\u3001\u901a\u5e38\u7cbe\u5ea6\u3067\u306f\u6570\u5341GB\u4ee5\u4e0a\u306eVRAM\u3092\u5fc5\u8981\u3068\u3059\u308b\u305f\u3081\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u305d\u3053\u3067\u3001VRAM\u306e\u6d88\u8cbb\u91cf\u3092\u524a\u6e1b\u3059\u308b\u305f\u3081\u306b\u5229\u7528\u3055\u308c\u308b\u306e\u304c\u3001\u300c\u91cf\u5b50\u5316\uff08Quantization\uff09\u300d\u3068\u547c\u3070\u308c\u308b\u6280\u8853\u3067\u3059\u3002<br>\u91cf\u5b50\u5316\u3068\u306f\u3001\u30d1\u30e9\u30e1\u30fc\u30bf\u306e\u30c7\u30fc\u30bf\u30b5\u30a4\u30ba\u3092\u5727\u7e2e\u3057\u3066\u8efd\u91cf\u5316\u3059\u308b\u6280\u8853\u306e\u3053\u3068\u3092\u8a00\u3044\u307e\u3059\u3002<br>\u540c\u3058\u30e2\u30c7\u30eb\u3067\u3082\u3001\u91cf\u5b50\u5316\u5f62\u5f0f\u306b\u3088\u3063\u3066\u30b5\u30a4\u30ba\u304c\u3069\u308c\u3060\u3051\u5909\u308f\u308b\u306e\u304b\u3001\u5b9f\u969b\u306e\u6570\u5024\u3067\u898b\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<p><img decoding=\"async\" src=\"https:\/\/web-img.rensa.jp.net\/images\/techmania\/thumbnail\/images\/quantization_size_comparison_image_1.webp\" class=\"post-img\" alt=\"\u91cf\u5b50\u5316\u306b\u3088\u308b\u30b5\u30a4\u30ba\u306e\u9055\u3044\" loading=\"lazy\"><\/p>\n<p style=\"font-size: 13px; color: #666; text-align: center; margin-top: 8px;\">\n  7B\u30e2\u30c7\u30eb\u306e\u5b9f\u6e2c\u5024\uff08<a href=\"https:\/\/github.com\/ggml-org\/llama.cpp\/blob\/master\/tools\/quantize\/README.md\" target=\"_blank\" rel=\"noopener noreferrer\">llama.cpp\u516c\u5f0fREADME<\/a>\u8a18\u8f09\u306e\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u306b\u57fa\u3065\u304f\u53c2\u8003\u5024\uff09\u3002<br>\u30e2\u30c7\u30eb\u3084\u30d1\u30e9\u30e1\u30fc\u30bf\u6570\u306b\u3088\u3063\u3066\u30b5\u30a4\u30ba\u306f\u5909\u52d5\u3057\u307e\u3059\u3002\n<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4ee3\u8868\u7684\u306a\u5f62\u5f0f\u306b\u306f\u4ee5\u4e0b\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>FP16<\/li>\n\n\n\n<li>Q8<\/li>\n\n\n\n<li>Q6<\/li>\n\n\n\n<li>Q5<\/li>\n\n\n\n<li>Q4<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">FP16\u306f16bit\u3001Q8\u306f8bit\u3067\u8868\u73fe\u3059\u308b\u3068\u3044\u3063\u305f\u3088\u3046\u306b\u3001\u6570\u5b57\u304c\u5c0f\u3055\u3044\u307b\u3069\u30e1\u30e2\u30ea\u6d88\u8cbb\u306f\u6e1b\u5c11\u3057\u307e\u3059\u3002<br>\u305f\u3060\u3057\u91cf\u5b50\u5316\u7387\u3092\u9ad8\u3081\u3059\u304e\u308b\u3068\u3001<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u63a8\u8ad6\u54c1\u8cea\u4f4e\u4e0b<\/li>\n\n\n\n<li>\u65e5\u672c\u8a9e\u6027\u80fd\u4f4e\u4e0b<\/li>\n\n\n\n<li>\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u7cbe\u5ea6\u4f4e\u4e0b<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u306a\u3069\u306e\u554f\u984c\u304c\u767a\u751f\u3059\u308b\u305f\u3081\u3001\u3069\u306e\u7a0b\u5ea6\u307e\u3067\u8efd\u91cf\u5316\u3092\u884c\u3046\u304b\u306f\u52d5\u4f5c\u74b0\u5883\u3084\u4f7f\u7528\u76ee\u7684\u3092\u8003\u616e\u3057\u305f\u4e0a\u3067\u6c7a\u3081\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<br>(\u500b\u4eba\u4ed5\u69d8\u306e\u5834\u5408\u306f\u3001Q4\u8efd\u91cf\u5316\u3067\u3082\u307b\u3068\u3093\u3069\u554f\u984c\u306a\u304f\u52d5\u4f5c\u3057\u307e\u3059)<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5b9f\u7528\u4e0a\u3067\u306f\u3001\u4ee5\u4e0b\u306e\u91cf\u5b50\u5316\u65b9\u6cd5\u304c\u3088\u304f\u4f7f\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Q4_K_M\uff1a\u7701\u30e1\u30e2\u30ea\u91cd\u8996<\/li>\n\n\n\n<li>Q5_K_M\uff1a\u54c1\u8cea\u3068\u901f\u5ea6\u306e\u30d0\u30e9\u30f3\u30b9<\/li>\n\n\n\n<li>Q6_K\uff1a\u54c1\u8cea\u91cd\u8996<\/li>\n<\/ul>\n\n\n\n<h3 id=\"outline__3_2\" class=\"wp-block-heading\">VRAM\u5bb9\u91cf\u5225\u30fb\u52d5\u304b\u305b\u308b\u30e2\u30c7\u30eb\u30b5\u30a4\u30ba\u306e\u76ee\u5b89<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u3053\u307e\u3067\u306eVRAM\u3068\u91cf\u5b50\u5316\u306e\u95a2\u4fc2\u3092\u8e0f\u307e\u3048\u3066\u3001\u5b9f\u969b\u306b\u300c\u81ea\u5206\u306ePC\u3067\u306f\u4f55B\u30af\u30e9\u30b9\u306e\u30e2\u30c7\u30eb\u307e\u3067\u52d5\u304b\u305b\u308b\u306e\u304b\u300d\u3092\u65e9\u898b\u8868\u306b\u307e\u3068\u3081\u307e\u3057\u305f\u3002<br>\u3054\u81ea\u8eab\u306ePC\u306eVRAM\u5bb9\u91cf\u3068\u7167\u3089\u3057\u5408\u308f\u305b\u306a\u304c\u3089\u78ba\u8a8d\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<style data-wp-block-html=\"css\">\n.compare-table {\n  border-collapse: collapse;\n  width: 100%;\n  max-width: 960px;\n  table-layout: fixed;\n  font-size: 14px;\n  color: #222;\n}\n.compare-table th,\n.compare-table td {\n  text-align: left;\n  padding: 10px;\n  vertical-align: top;\n  border-bottom: 1px solid #e0e0e0;\n  overflow-wrap: anywhere;\n  word-break: break-all;\n}\n.compare-table thead th {\n  font-weight: 700;\n  border-bottom: 2px solid #333;\n}\n.compare-table td.label,\n.compare-table th.label {\n  font-weight: 500;\n}\n\n\/* VRAM\u6bd4\u8f03\u8868\u306e\u5217\u5e45 *\/\n.vram-table .col1 { width: 15%; }\n.vram-table .col2 { width: 17%; }\n.vram-table .col3 { width: 38%; }\n.vram-table .col4 { width: 30%; }\n\n\/* Mac Studio\u6bd4\u8f03\u8868\u306e\u5217\u5e45 *\/\n.mac-table .col1 { width: 22%; }\n.mac-table .col2 { width: 18%; }\n.mac-table .col3 { width: 25%; }\n.mac-table .col4 { width: 35%; }\n<\/style>\n\n<table class=\"compare-table vram-table\">\n  <thead>\n    <tr>\n      <th class=\"col1\">VRAM\u5bb9\u91cf<\/th>\n      <th class=\"col2\">\u52d5\u304b\u305b\u308b\u76ee\u5b89<\/th>\n      <th class=\"col3\">\u4e3b\u306a\u7528\u9014<\/th>\n      <th class=\"col4\">\u60f3\u5b9a\u3055\u308c\u308b\u74b0\u5883<\/th>\n    <\/tr>\n  <\/thead>\n  <tbody>\n    <tr>\n      <td class=\"col1\">8GB\u524d\u5f8c<\/td>\n      <td class=\"col2\">3B\u301c8B\u30af\u30e9\u30b9<br>\uff08Q4\u91cf\u5b50\u5316\uff09<\/td>\n      <td class=\"col3\">\u30c1\u30e3\u30c3\u30c8\u3001\u7c21\u5358\u306a\u8981\u7d04\u3001<br>\u8efd\u3044\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u88dc\u52a9<\/td>\n      <td class=\"col4\">\u5185\u8535GPU\u306e\u30ce\u30fc\u30c8PC\u3001<br>\u30a8\u30f3\u30c8\u30ea\u30fc\u5411\u3051GPU<\/td>\n    <\/tr>\n    <tr>\n      <td class=\"col1\">12\u301c16GB<\/td>\n      <td class=\"col2\">7B\u301c14B\u30af\u30e9\u30b9<br>\uff08Q4\u301cQ5\uff09<\/td>\n      <td class=\"col3\">\u672c\u683c\u7684\u306a\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u652f\u63f4\u3001<br>\u6587\u7ae0\u751f\u6210<\/td>\n      <td class=\"col4\">RTX 4060 Ti 16GB\u7b49<\/td>\n    <\/tr>\n    <tr>\n      <td class=\"col1\">24GB\u524d\u5f8c<\/td>\n      <td class=\"col2\">14B\u301c32B\u30af\u30e9\u30b9<br>\uff08Q4\u301cQ6\uff09<\/td>\n      <td class=\"col3\">RAG\u69cb\u7bc9\u3001<br>\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u904b\u7528<\/td>\n      <td class=\"col4\">RTX 4090 24GB\u7b49<\/td>\n    <\/tr>\n    <tr>\n      <td class=\"col1\">48GB\u4ee5\u4e0a\uff0f<br>\u30e6\u30cb\u30d5\u30a1\u30a4\u30c9<br>\u30e1\u30e2\u30ea96GB\u301c<\/td>\n      <td class=\"col2\">70B\u7d1a<\/td>\n      <td class=\"col3\">\u7814\u7a76\u958b\u767a\u3001<br>\u9ad8\u7cbe\u5ea6\u63a8\u8ad6<\/td>\n      <td class=\"col4\">\u8907\u6570GPU\u69cb\u6210\u3001<br>Mac Studio\u7b49<\/td>\n    <\/tr>\n  <\/tbody>\n<\/table>\n\n\n\n<p class=\"wp-block-paragraph\">\u3042\u304f\u307e\u3067\u76ee\u5b89\u306e\u305f\u3081\u3001\u540c\u3058VRAM\u5bb9\u91cf\u3067\u3082\u30e2\u30c7\u30eb\u3084\u91cf\u5b50\u5316\u5f62\u5f0f\u306b\u3088\u3063\u3066\u4f59\u88d5\u5ea6\u306f\u5909\u308f\u308a\u307e\u3059\u3002<br>\u8868\u3088\u308a\u5c11\u3057\u4f59\u88d5\u3092\u6301\u3063\u305f\u30af\u30e9\u30b9\u3092\u9078\u3076\u3068\u3001\u52d5\u4f5c\u304c\u5b89\u5b9a\u3057\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3054\u81ea\u8eab\u306ePC\u306eVRAM\u5bb9\u91cf\u306f\u3001Windows\u306a\u3089\u30bf\u30b9\u30af\u30de\u30cd\u30fc\u30b8\u30e3\u30fc\u306eGPU\u753b\u9762\u3001Mac\u306a\u3089Apple\u30e1\u30cb\u30e5\u30fc\u306e\u300c\u3053\u306eMac\u306b\u3064\u3044\u3066\u300d\u304b\u3089\u78ba\u8a8d\u3067\u304d\u307e\u3059\u3002<br>Windows\u3067\u306e\u78ba\u8a8d\u65b9\u6cd5\u306f<a href=\"https:\/\/atmarkit.itmedia.co.jp\/ait\/articles\/2403\/13\/news039.html\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">\u3053\u3061\u3089\u306e\u30bf\u30b9\u30af\u30de\u30cd\u30fc\u30b8\u30e3\u30fc\u300c\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u300d\u30bf\u30d6\u306e\u898b\u65b9\u306e\u89e3\u8aac\u8a18\u4e8b<\/a>\uff08\u53c2\u8003\u60c5\u5831\uff09\u3092\u4f75\u305b\u3066\u3054\u89a7\u304f\u3060\u3055\u3044\u3002<br>Mac\u3092\u304a\u4f7f\u3044\u306e\u65b9\u306f\u3001<a href=\"https:\/\/support.apple.com\/ja-jp\/guide\/mac-help\/syspr35536\/mac\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">Apple\u516c\u5f0f\u30b5\u30dd\u30fc\u30c8\u300cMac\u306e\u30b7\u30b9\u30c6\u30e0\u60c5\u5831\u3092\u53d6\u5f97\u3059\u308b\u300d<\/a>\u306e\u30da\u30fc\u30b8\u3067\u3001\u30e1\u30e2\u30ea\u5bb9\u91cf\u306e\u78ba\u8a8d\u624b\u9806\u304c\u6848\u5185\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h3 id=\"outline__3_3\" class=\"wp-block-heading\">NVIDIA\u88fdGPU\u3068Apple Silicon\u30e6\u30cb\u30d5\u30a1\u30a4\u30c9\u30e1\u30e2\u30ea\u306e\u30b3\u30b9\u30c8\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u6bd4\u8f03<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u30ed\u30fc\u30ab\u30ebLLM\u3092\u672c\u683c\u7684\u306b\u52d5\u304b\u3059\u5834\u5408\u3001\u73fe\u5728\u306e\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u9078\u629e\u306f\u4e3b\u306b NVIDIA\u3068 Apple Silicon\u306e\u4e8c\u629e\u3068\u306a\u308a\u307e\u3059\u3002<br>\u5927\u307e\u304b\u306a\u9055\u3044\u306f\u4ee5\u4e0b\u306e\u901a\u308a\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u3010NVIDIA\u3011<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u73fe\u5728\u3082\u30ed\u30fc\u30ab\u30ebLLM\u306e\u4e3b\u6d41\u3068\u306a\u3063\u3066\u3044\u308b\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u3067\u3059\u3002<br>CUDA\u306b\u3088\u308b\u6700\u9069\u5316\u304c\u9032\u3093\u3067\u304a\u308a\u3001\u591a\u304f\u306e\u63a8\u8ad6\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u304cNVIDIA\u3092\u524d\u63d0\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<style data-wp-block-html=\"css\">\n.gpu-price-table-wrap {\n  overflow-x: auto;\n}\n.gpu-price-table {\n  border-collapse: collapse;\n  width: 100%;\n  max-width: 960px;\n  font-size: 15px;\n  color: #222;\n}\n.gpu-price-table th,\n.gpu-price-table td {\n  text-align: left;\n  padding: 14px 16px;\n  vertical-align: top;\n  border-bottom: 1px solid #e0e0e0;\n}\n.gpu-price-table thead th {\n  font-weight: 700;\n  border-bottom: 2px solid #333;\n}\n.gpu-price-table tbody td:first-child {\n  color: #333;\n  font-weight: 500;\n  white-space: nowrap;\n}\n<\/style>\n\n<div class=\"gpu-price-table-wrap\">\n<table class=\"gpu-price-table\">\n  <thead>\n    <tr>\n      <th>GPU<\/th>\n      <th>VRAM<\/th>\n      <th>\u5b9f\u52e2\u4fa1\u683c\u5e2f\uff08\u7a0e\u8fbc\u30fb\u76ee\u5b89\uff09<\/th>\n      <th>\u5411\u3044\u3066\u3044\u308b\u30e2\u30c7\u30eb\u30b5\u30a4\u30ba<\/th>\n    <\/tr>\n  <\/thead>\n  <tbody>\n    <tr>\n      <td>RTX 4060 Ti 16GB<\/td>\n      <td>16GB<\/td>\n      <td>\u7d049.5\u4e07\u5186\u301c<\/td>\n      <td>7B\u301c14B\u30af\u30e9\u30b9<\/td>\n    <\/tr>\n    <tr>\n      <td>RTX 4070 Ti Super<\/td>\n      <td>16GB<\/td>\n      <td>\u7d049\u4e07\u5186\u301c\uff08\u4e2d\u53e4\u4e2d\u5fc3\u30fb\u65b0\u54c1\u306f\u307b\u307c\u6d41\u901a\u7d42\u4e86\uff09<\/td>\n      <td>7B\u301c14B\u30af\u30e9\u30b9<\/td>\n    <\/tr>\n    <tr>\n      <td>RTX 4090<\/td>\n      <td>24GB<\/td>\n      <td>\u7d0440\u4e07\u5186\u524d\u5f8c\uff08\u4e2d\u53e4\u4e2d\u5fc3\u30fb\u65b0\u54c1\u306f\u6d41\u901a\u7d42\u4e86\uff09<\/td>\n      <td>14B\u301c32B\u30af\u30e9\u30b9<\/td>\n    <\/tr>\n    <tr>\n      <td>RTX 5090<\/td>\n      <td>32GB<\/td>\n      <td>\u7d0458\u4e07\u5186\u301c70\u4e07\u5186<\/td>\n      <td>32B\u4ee5\u4e0a<\/td>\n    <\/tr>\n  <\/tbody>\n<\/table>\n<\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f8b:<br>\u30fbRTX 4060 Ti 16GB<br>\u30fbRTX 4070 Ti Super 16GB<br>\u30fbRTX 4090 24GB<br>\u30fbRTX 5090 32GB<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u30e1\u30ea\u30c3\u30c8:<br>\u30fb\u63a8\u8ad6\u901f\u5ea6\u304c\u901f\u3044<br>\u30fb\u5bfe\u5fdc\u30bd\u30d5\u30c8\u304c\u8c4a\u5bcc<br>\u30fb\u6700\u65b0\u6280\u8853\u3078\u306e\u5bfe\u5fdc\u304c\u65e9\u3044<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u30c7\u30e1\u30ea\u30c3\u30c8:<br>\u30fbVRAM\u5358\u4fa1\u304c\u9ad8\u3044<br>\u30fb\u6d88\u8cbb\u96fb\u529b\u304c\u5927\u304d\u3044<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u9ad8\u3044\u51e6\u7406\u901f\u5ea6\u3092\u8a87\u308b\u53cd\u9762\u3001VRAM\u306e\u5bb9\u91cf\u306e\u554f\u984c\u306b\u3088\u308a\u3001\u5de8\u5927\u306a\u30e2\u30c7\u30eb\u3092\u52d5\u304b\u305d\u3046\u3068\u3059\u308b\u3068\u5358\u4fa1\u304c\u9ad8\u304f\u3064\u3044\u3066\u3057\u307e\u3044\u307e\u3059\u3002<br>\u51e6\u7406\u6027\u80fd\u3092\u7b2c\u4e00\u306b\u8003\u3048\u308b\u5834\u5408\u306f\u3001NVIDIA\u306e\u65b9\u304c\u4f7f\u7528\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u3010Apple Silicon\u3011<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">M\u30b7\u30ea\u30fc\u30baMac\u3067\u306f\u3001CPU\u30fbGPU\u30fb\u30e1\u30e2\u30ea\u304c\u7d71\u5408\u3055\u308c\u305f\u30e6\u30cb\u30d5\u30a1\u30a4\u30c9\u30e1\u30e2\u30ea\u3092\u5229\u7528\u3057\u3066\u3044\u307e\u3059\u3002<br>96GB\u3084128GB\u306e\u30e1\u30e2\u30ea\u3092\u642d\u8f09\u3057\u305f\u3082\u306e\u3067\u3042\u308c\u3070\u3001\u5927\u578b\u30e2\u30c7\u30eb\u3092\u305d\u306e\u307e\u307e\u8f09\u305b\u308b\u3053\u3068\u3082\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u30e1\u30ea\u30c3\u30c8:<br>\u30fb\u9759\u97f3\u6027\u304c\u9ad8\u3044<br>\u30fb\u7701\u96fb\u529b<br>\u30fb\u5927\u5bb9\u91cf\u30e1\u30e2\u30ea\u3092\u5171\u6709\u53ef\u80fd<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u30c7\u30e1\u30ea\u30c3\u30c8:<br>\u30fbGPU\u6027\u80fd\u306fNVIDIA\u306b\u52a3\u308b<br>\u30fb\u4e00\u90e8\u30c4\u30fc\u30eb\u306e\u6700\u9069\u5316\u304c\u4e0d\u8db3<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Apple Silicon\u306f\u96fb\u529b\u6d88\u8cbb\u304c\u5c11\u306a\u304f\u9759\u97f3\u6027\u3082\u9ad8\u3044\u305f\u3081\u3001AI\u63a8\u8ad6\u3092\u5229\u7528\u3059\u308b\u983b\u5ea6\u304c\u9ad8\u3044\u30e6\u30fc\u30b6\u30fc\u306b\u304a\u3059\u3059\u3081\u306e\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u3067\u3059\u3002<br>\u672c\u683c\u7684\u306a\u5b66\u7fd2\u304c\u5fc5\u8981\u306a\u304f\u3001\u30c1\u30e3\u30c3\u30c8UI\u306a\u3069\u3067\u65e5\u5e38\u7684\u306b\u4f7f\u7528\u3059\u308b\u5834\u5408\u306f\u3001 Apple Silicon\u306e\u65b9\u304c\u30b3\u30b9\u30c8\u3092\u4f4e\u304f\u6291\u3048\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<table class=\"compare-table mac-table\">\n  <thead>\n    <tr>\n      <th class=\"col1\">\u30e2\u30c7\u30eb<\/th>\n      <th class=\"col2\">\u30e1\u30e2\u30ea\u69cb\u6210<\/th>\n      <th class=\"col3\">\u4fa1\u683c\uff08\u76ee\u5b89\uff09<\/th>\n      <th class=\"col4\">\u5411\u3044\u3066\u3044\u308b\u30e2\u30c7\u30eb\u30b5\u30a4\u30ba<\/th>\n    <\/tr>\n  <\/thead>\n  <tbody>\n    <tr>\n      <td class=\"col1\">Mac Studio<br>\uff08M4 Max\uff09<\/td>\n      <td class=\"col2\">36GB\u301c128GB<\/td>\n      <td class=\"col3\">328,800\u5186\u301c<\/td>\n      <td class=\"col4\">7B\u301c14B\u30af\u30e9\u30b9<br>\uff0836GB\u69cb\u6210\u306e\u5834\u5408\uff09<\/td>\n    <\/tr>\n    <tr>\n      <td class=\"col1\">Mac Studio<br>\uff08M3 Ultra\uff09<\/td>\n      <td class=\"col2\">96GB\u301c512GB<\/td>\n      <td class=\"col3\">668,800\u5186\u301c<br>\uff08\u6700\u5927\u69cb\u6210\u306f2,263,800\u5186\uff09<\/td>\n      <td class=\"col4\">32B\u301c70B\u7d1a<br>\uff0896GB\u4ee5\u4e0a\u306e\u69cb\u6210\u306e\u5834\u5408\uff09<\/td>\n    <\/tr>\n  <\/tbody>\n<\/table>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e0a\u8a18\u306e\u70b9\u304b\u3089\u3001\u4e00\u822c\u7684\u306b\u306f\u3001<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u901f\u5ea6\u91cd\u8996 \u2192 NVIDIA<\/li>\n\n\n\n<li>\u9759\u97f3\u6027\u3068\u7701\u96fb\u529b\u91cd\u8996 \u2192 Apple Silicon<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u3068\u3044\u3046\u9078\u3073\u65b9\u304c\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h2 id=\"outline__4\" class=\"wp-block-heading\">Ollama\u3092\u7528\u3044\u305f\u30ed\u30fc\u30ab\u30ebLLM\u306e\u5177\u4f53\u7684\u306a\u5c0e\u5165\u624b\u9806\u3068\u57fa\u672c\u30b3\u30de\u30f3\u30c9<\/h2>\n\n\n\n<h3 id=\"outline__4_1\" class=\"wp-block-heading\">\u74b0\u5883\u69cb\u7bc9\u304b\u3089\u30e2\u30c7\u30eb\u306e\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u307e\u3067\u306e\u5b9f\u8df5\u30b9\u30c6\u30c3\u30d7<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u30ed\u30fc\u30ab\u30ebLLM\u521d\u5fc3\u8005\u306b\u6700\u3082\u4eba\u6c17\u306e\u3042\u308b\u5b9f\u884c\u74b0\u5883\u304cOllama\u3067\u3059\u3002<br>Ollama\u306f\u8907\u96d1\u306a\u63a8\u8ad6\u74b0\u5883\u3092\u7c21\u5358\u306b\u69cb\u7bc9\u3067\u304d\u308b\u30c4\u30fc\u30eb\u3067\u3042\u308a\u3001Windows\u30fbmacOS\u30fb<a href=\"https:\/\/techmania.jp\/blog\/linux0002\/\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">Linux<\/a>\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u306f\u3001<a href=\"https:\/\/ollama.com\/download\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">\u516c\u5f0f\u30b5\u30a4\u30c8<\/a>\u306b\u8a18\u8f09\u3055\u308c\u3066\u3044\u308b\u5404\u30b3\u30de\u30f3\u30c9\u3092\u5b9f\u884c\u3059\u308b\u304b\u3001\u30a4\u30f3\u30b9\u30c8\u30fc\u30e9\u30fc\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u3066\u5b9f\u884c\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<img decoding=\"async\" src=\"https:\/\/web-img.rensa.jp.net\/images\/techmania\/thumbnail\/images\/local_llm.webp\" class=\"post-img\" alt=\"\u30ed\u30fc\u30ab\u30ebLLM Ollama\" loading=\"lazy\">\n\n\n\n<p class=\"wp-block-paragraph\">\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u304c\u5b8c\u4e86\u3057\u305f\u3089\u3001\u4ee5\u4e0b\u306e\u30b3\u30de\u30f3\u30c9\u3092\u5b9f\u884c\u3057\u3066\u6b63\u5e38\u306b\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3067\u304d\u305f\u304b\u3092\u78ba\u8a8d\u3057\u3066\u304a\u304d\u307e\u3057\u3087\u3046\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>ollama --version<\/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\">ollama<\/span><span style=\"color: #EEFFFF\"> <\/span><span style=\"color: #C3E88D\">--version<\/span><\/span><\/code><\/pre><\/div>\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\">\u4f8b<\/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>% ollama --version\nollama version is 0.31.1<\/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\">%<\/span><span style=\"color: #EEFFFF\"> <\/span><span style=\"color: #C3E88D\">ollama<\/span><span style=\"color: #EEFFFF\"> <\/span><span style=\"color: #C3E88D\">--version<\/span><\/span>\n<span class=\"line\"><span style=\"color: #FFCB6B\">ollama<\/span><span style=\"color: #EEFFFF\"> <\/span><span style=\"color: #C3E88D\">version<\/span><span style=\"color: #EEFFFF\"> <\/span><span style=\"color: #C3E88D\">is<\/span><span style=\"color: #EEFFFF\"> <\/span><span style=\"color: #F78C6C\">0.31<\/span><span style=\"color: #C3E88D\">.1<\/span><\/span><\/code><\/pre><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u52d5\u4f5c\u306b\u554f\u984c\u304c\u306a\u3051\u308c\u3070\u3001\u30e2\u30c7\u30eb\u306e\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u306b\u79fb\u884c\u53ef\u80fd\u3067\u3059\u3002<br>\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u65b9\u6cd5\u306f\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306b \u300collama pull\u300d \u30b3\u30de\u30f3\u30c9\u3067\u5c0e\u5165\u3057\u305f\u3044\u30e2\u30c7\u30eb\u3092\u6307\u5b9a\u3057\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>ollama pull qwen3.5:4b<\/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\">ollama<\/span><span style=\"color: #EEFFFF\"> <\/span><span style=\"color: #C3E88D\">pull<\/span><span style=\"color: #EEFFFF\"> <\/span><span style=\"color: #C3E88D\">qwen3.5:4b<\/span><\/span><\/code><\/pre><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u30e2\u30c7\u30eb\u306e\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u304c\u958b\u59cb\u3055\u308c\u307e\u3059\u3002\u5b8c\u4e86\u307e\u3067\u6570\u5206\u304b\u304b\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p><img decoding=\"async\" src=\"https:\/\/web-img.rensa.jp.net\/images\/techmania\/thumbnail\/images\/ollama_pull.webp\" class=\"post-img\" alt=\"ollama pull\u5b9f\u884c\" loading=\"lazy\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u30e2\u30c7\u30eb\u306e\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u304c\u5b8c\u4e86\u3059\u308b\u3068\u3001\u300csuccess\u300d\u3068\u8868\u793a\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p><img decoding=\"async\" src=\"https:\/\/web-img.rensa.jp.net\/images\/techmania\/thumbnail\/images\/ollama_download.webp\" class=\"post-img\" alt=\"ollama\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u753b\u9762\" loading=\"lazy\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u5b8c\u4e86\u5f8c\u306f\u3001\u300collama run\u300d \u30b3\u30de\u30f3\u30c9\u3067\u30e2\u30c7\u30eb\u3092\u4f7f\u7528\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>ollama run qwen3.5:4b<\/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\">ollama<\/span><span style=\"color: #EEFFFF\"> <\/span><span style=\"color: #C3E88D\">run<\/span><span style=\"color: #EEFFFF\"> <\/span><span style=\"color: #C3E88D\">qwen3.5:4b<\/span><\/span><\/code><\/pre><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">ollama run\u30b3\u30de\u30f3\u30c9\u3092\u5b9f\u884c\u3059\u308b\u3068\u3001\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u305f\u30e2\u30c7\u30eb\u304c\u8d77\u52d5\u3057\u307e\u3059\u3002<br>&gt;&gt;&gt; Send a message\u3068\u8868\u793a\u3055\u308c\u305f\u3089\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u5165\u529b\u3057\u3066\u5229\u7528\u3092\u958b\u59cb\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>ollama run qwen3.5:4b\n>>> Send a message (\/? for help)<\/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\">ollama<\/span><span style=\"color: #EEFFFF\"> <\/span><span style=\"color: #C3E88D\">run<\/span><span style=\"color: #EEFFFF\"> <\/span><span style=\"color: #C3E88D\">qwen3.5:4b<\/span><\/span>\n<span class=\"line\"><span style=\"color: #EEFFFF\">&gt;&gt;&gt; <\/span><span style=\"color: #FFCB6B\">Send<\/span><span style=\"color: #EEFFFF\"> <\/span><span style=\"color: #C3E88D\">a<\/span><span style=\"color: #EEFFFF\"> <\/span><span style=\"color: #C3E88D\">message<\/span><span style=\"color: #EEFFFF\"> (\/? <\/span><span style=\"color: #C3E88D\">for<\/span><span style=\"color: #EEFFFF\"> <\/span><span style=\"color: #C3E88D\">help<\/span><span style=\"color: #EEFFFF\">)<\/span><\/span><\/code><\/pre><\/div>\n\n\n\n<h3 id=\"outline__4_2\" class=\"wp-block-heading\">\u5b9f\u52d9\u3067\u4eca\u3059\u3050\u4f7f\u3048\u308b\u5b9f\u884c\u30fb\u64cd\u4f5c\u306e\u57fa\u672c\u30b3\u30de\u30f3\u30c9\u96c6<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u5b9f\u969b\u306e\u696d\u52d9\u3067\u3082\u4f7f\u7528\u53ef\u80fd\u306a\u30b3\u30de\u30f3\u30c9\u3092\u3044\u304f\u3064\u304b\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u3010\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u6e08\u307f\u30e2\u30c7\u30eb\u306e\u4e00\u89a7\u8868\u793a\u3011<\/strong><\/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>ollama list<\/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\">ollama<\/span><span style=\"color: #EEFFFF\"> <\/span><span style=\"color: #C3E88D\">list<\/span><\/span><\/code><\/pre><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u30ed\u30fc\u30ab\u30eb\u306b\u4fdd\u5b58\u3055\u308c\u3066\u3044\u308b\u30e2\u30c7\u30eb\u3092\u4e00\u89a7\u3067\u78ba\u8a8d\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u3010\u30e2\u30c7\u30eb\u306e\u5b9f\u884c\u3011<\/strong><\/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>ollama run qwen3.5:4b<\/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\">ollama<\/span><span style=\"color: #EEFFFF\"> <\/span><span style=\"color: #C3E88D\">run<\/span><span style=\"color: #EEFFFF\"> <\/span><span style=\"color: #C3E88D\">qwen3.5:4b<\/span><\/span><\/code><\/pre><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u5b9f\u884c\u3059\u308b\u3068\u3001\u30c1\u30e3\u30c3\u30c8\u30e2\u30fc\u30c9\u3067\u8d77\u52d5\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u3010\u30e2\u30c7\u30eb\u306e\u524a\u9664\u3011<\/strong><\/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>ollama rm qwen3.5:4b<\/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\">ollama<\/span><span style=\"color: #EEFFFF\"> <\/span><span style=\"color: #C3E88D\">rm<\/span><span style=\"color: #EEFFFF\"> <\/span><span style=\"color: #C3E88D\">qwen3.5:4b<\/span><\/span><\/code><\/pre><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e0d\u8981\u306b\u306a\u3063\u305f\u30e2\u30c7\u30eb\u306f\u3001\u3053\u306e\u30b3\u30de\u30f3\u30c9\u3067\u524a\u9664\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u3010\u30e2\u30c7\u30eb\u306e\u60c5\u5831\u8868\u793a\u3011<\/strong><\/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>ollama show qwen3.5:4b<\/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\">ollama<\/span><span style=\"color: #EEFFFF\"> <\/span><span style=\"color: #C3E88D\">show<\/span><span style=\"color: #EEFFFF\"> <\/span><span style=\"color: #C3E88D\">qwen3.5:4b<\/span><\/span><\/code><\/pre><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u30e2\u30c7\u30eb\u306e\u30b5\u30a4\u30ba\u3084\u8a2d\u5b9a\u5185\u5bb9\u306a\u3069\u3092\u78ba\u8a8d\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u3010\u30b5\u30fc\u30d0\u30fc\u30e2\u30fc\u30c9\u3092\u8d77\u52d5\u3011<\/strong><\/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>ollama serve<\/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\">ollama<\/span><span style=\"color: #EEFFFF\"> <\/span><span style=\"color: #C3E88D\">serve<\/span><\/span><\/code><\/pre><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">REST API\u3068\u3057\u3066\u5229\u7528\u3067\u304d\u308b\u72b6\u614b\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u3010API\u7d4c\u7531\u3067\u5b9f\u884c\u3011<\/strong><\/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>curl http:\/\/localhost:11434\/api\/generate \\\n-d '{\n  \"model\":\"qwen3\",\n  \"prompt\":\"Python\u306efor\u6587\u3092\u8aac\u660e\u3057\u3066\u304f\u3060\u3055\u3044\"\n}'<\/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\">curl<\/span><span style=\"color: #EEFFFF\"> <\/span><span style=\"color: #C3E88D\">http:\/\/localhost:11434\/api\/generate<\/span><span style=\"color: #EEFFFF\"> \\<\/span><\/span>\n<span class=\"line\"><span style=\"color: #EEFFFF\">-d <\/span><span style=\"color: #89DDFF\">&#39;<\/span><span style=\"color: #C3E88D\">{<\/span><\/span>\n<span class=\"line\"><span style=\"color: #C3E88D\">  &quot;model&quot;:&quot;qwen3&quot;,<\/span><\/span>\n<span class=\"line\"><span style=\"color: #C3E88D\">  &quot;prompt&quot;:&quot;Python\u306efor\u6587\u3092\u8aac\u660e\u3057\u3066\u304f\u3060\u3055\u3044&quot;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #C3E88D\">}<\/span><span style=\"color: #89DDFF\">&#39;<\/span><\/span><\/code><\/pre><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u308c\u306b\u3088\u308a\u3001<a href=\"https:\/\/techmania.jp\/blog\/streamlit\/\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">\u81ea\u4f5c\u30a2\u30d7\u30ea\u3084Web\u30b7\u30b9\u30c6\u30e0<\/a>\u3068\u9023\u643a\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u3010\u30ab\u30b9\u30bf\u30e0\u30e2\u30c7\u30eb\u306e\u4f5c\u6210\u3011<\/strong><\/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>FROM qwen3.5:4b\nSYSTEM \u3042\u306a\u305f\u306f\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8b1b\u5e2b\u3067\u3059<\/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\">FROM<\/span><span style=\"color: #EEFFFF\"> <\/span><span style=\"color: #C3E88D\">qwen3.5:4b<\/span><\/span>\n<span class=\"line\"><span style=\"color: #FFCB6B\">SYSTEM<\/span><span style=\"color: #EEFFFF\"> <\/span><span style=\"color: #C3E88D\">\u3042\u306a\u305f\u306f\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8b1b\u5e2b\u3067\u3059<\/span><\/span><\/code><\/pre><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f8b\u3048\u3070\u4e0a\u8a18\u5185\u5bb9\u3092Modelfile\u3068\u3057\u3066\u4fdd\u5b58\u3057\u3001\u4ee5\u4e0b\u306e\u30b3\u30de\u30f3\u30c9\u3092\u5b9f\u884c\u3059\u308b\u3068\u72ec\u81ea\u30e2\u30c7\u30eb\u3092\u4f5c\u6210\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>ollama create mymodel -f Modelfile<\/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\">ollama<\/span><span style=\"color: #EEFFFF\"> <\/span><span style=\"color: #C3E88D\">create<\/span><span style=\"color: #EEFFFF\"> <\/span><span style=\"color: #C3E88D\">mymodel<\/span><span style=\"color: #EEFFFF\"> <\/span><span style=\"color: #C3E88D\">-f<\/span><span style=\"color: #EEFFFF\"> <\/span><span style=\"color: #C3E88D\">Modelfile<\/span><\/span><\/code><\/pre><\/div>\n\n\n\n<h2 id=\"outline__5\" class=\"wp-block-heading\">\u6700\u5f8c\u306b<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u30ed\u30fc\u30ab\u30ebLLM\u306f\u73fe\u5728\u3001\u751f\u6210AI\u3092\u81ea\u5206\u306ePC\u3084\u30b5\u30fc\u30d0\u30fc\u4e0a\u3067\u5b9f\u884c\u3059\u308b\u6280\u8853\u3068\u3057\u3066\u6025\u901f\u306b\u666e\u53ca\u3057\u3066\u3044\u307e\u3059\u3002<br>\u9ad8\u6027\u80fd\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u30e2\u30c7\u30eb\u306e\u767b\u5834\u3084\u91cf\u5b50\u5316\u6280\u8853\u306e\u9032\u6b69\u306b\u3088\u308a\u3001\u4e00\u822c\u5411\u3051GPU\u3084Apple Silicon\u74b0\u5883\u3067\u3082\u5341\u5206\u306a\u6027\u80fd\u3092\u5f97\u3089\u308c\u308b\u3088\u3046\u306b\u306a\u308a\u3001\u5c0e\u5165\u306e\u30cf\u30fc\u30c9\u30eb\u306f\u5927\u5e45\u306b\u4e0b\u304c\u308a\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u300c\u3072\u3068\u307e\u305a\u304a\u8a66\u3057\u3067\u4f7f\u3063\u3066\u307f\u305f\u3044\u300d 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