{"id":9053,"date":"2025-10-11T13:56:16","date_gmt":"2025-10-11T13:56:16","guid":{"rendered":"https:\/\/pokecon.jp\/job\/?p=9053"},"modified":"2025-10-11T13:56:16","modified_gmt":"2025-10-11T13:56:16","slug":"%e7%b6%9a%e3%83%bblocal-llm%e5%85%a5%e9%96%80-%e4%bb%ae%e6%83%b3%e5%8c%96%e9%80%9a%e4%bf%a1","status":"publish","type":"post","link":"https:\/\/pokecon.jp\/job\/9053\/","title":{"rendered":"\u7d9a\u30fbLocal LLM\u5165\u9580 &#8211; \u4eee\u60f3\u5316\u901a\u4fe1"},"content":{"rendered":"\n<\/p>\n<div>\n<p>\u4ee5\u524d\u3053\u3093\u306a\u8a18\u4e8b\u3092\u66f8\u304d\u307e\u3057\u305f\u3002<\/p>\n<p><iframe src=\"https:\/\/hatenablog-parts.com\/embed?url=https%3A%2F%2Ftech.virtualtech.jp%2Fentry%2F2025%2F08%2F06%2F172611\" title=\"\u4eca\u3055\u3089\u306a\u304c\u3089Local LLM\u306b\u5165\u9580\u3057\u307e\u3057\u305f - \u4eee\u60f3\u5316\u901a\u4fe1\" class=\"embed-card embed-blogcard\" scrolling=\"no\" frameborder=\"0\" style=\"display: block; width: 100%; height: 190px; max-width: 500px; margin: 10px 0px;\" loading=\"lazy\"><\/iframe><cite class=\"hatena-citation\"><a target=\"_blank\" href=\"https:\/\/tech.virtualtech.jp\/entry\/2025\/08\/06\/172611\">tech.virtualtech.jp<\/a><\/cite><\/p>\n<p>\u5185\u5bb9\u3068\u3057\u3066\u306fOllama\u3068\u8272\u3005\u306a\u30e2\u30c7\u30eb\u3092\u4f7f\u3063\u3066\u5b9f\u969b\u306e\u4ed5\u4e8b\u306b\u4f7f\u3063\u3066\u307f\u308b\u307f\u305f\u3044\u306a\u8a71\u3067\u3057\u305f\u3002<br \/>\n\u3053\u308c\u304b\u3053\u308c\u3067\u9762\u767d\u304b\u3063\u305f\u306e\u3067\u3059\u304c\uff64\u305f\u3060\u3042\u308b\u3082\u306e\u3092\u4f7f\u3063\u305f\u3060\u3051\u3060\u3068\u3082\u3063\u305f\u3044\u306a\u3044\u306e\u3067\uff64\u7279\u5b9a\u306e\u3053\u3068\u3092\u805e\u304f\u3068\u7b54\u3048\u3066\u304f\u308c\u308b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u76ee\u6a19\u306b\u3069\u3046\u5b9f\u88c5\u3059\u308c\u3070\u3044\u3044\u304b\u8003\u3048\u3066\u307f\u308b\u3053\u3068\u306b\u3057\u307e\u3057\u305f\u3002<\/p>\n<p>\u57fa\u672c\u7684\u306a\u6280\u8853\u306b\u3064\u3044\u3066\u306f\u3053\u306e\u672c\u304c\u5927\u5909\u53c2\u8003\u306b\u306a\u308a\u307e\u3057\u305f\u3002<\/p>\n<p><iframe src=\"https:\/\/hatenablog-parts.com\/embed?url=https%3A%2F%2Fbooks.mdn.co.jp%2Fbooks%2F3223303064%2F\" title=\"Python\u3067\u5b66\u3076AI\u958b\u767a\u5165\u9580\u3000\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u6d3b\u7528\u3057\u305fAI\u306e\u4f5c\u308a\u65b9\" class=\"embed-card embed-webcard\" scrolling=\"no\" frameborder=\"0\" style=\"display: block; width: 100%; height: 155px; max-width: 500px; margin: 10px 0px;\" loading=\"lazy\"><\/iframe><cite class=\"hatena-citation\"><a target=\"_blank\" href=\"https:\/\/books.mdn.co.jp\/books\/3223303064\/\">books.mdn.co.jp<\/a><\/cite><\/p>\n<p>\u3053\u3061\u3089\u3067\u306fRAG\u3092\u4f5c\u3063\u3066\uff64RAG\u3092\u7528\u3044\u308b\u3053\u3068\u3067\u30e2\u30c7\u30eb\u3060\u3051\u3067\u306f\u8db3\u308a\u306a\u3044\u60c5\u5831\u3092\u4ed8\u4e0e\u3057\u3066\u5fdc\u7b54\u3059\u308b\u3088\u3046\u306a\u52d5\u304d\u306b\u306a\u3063\u3066\u3044\u307e\u3057\u305f\u3002<br \/>\n\u3046\u307e\u304f\u52d5\u3044\u305f\u306e\u3067\u3059\u304c\uff64\u30e2\u30c7\u30eb\u81ea\u8eab\u306b\u306f\u305d\u306e\u60c5\u5831\u304c\u4ed8\u4e0e\u3055\u308c\u306a\u3044\u306e\u3067\uff64\u3053\u306e\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u74b0\u5883\u3092\u914d\u5e03\u3059\u308b\u3068\u304d\u306f\u3069\u3046\u3059\u308c\u3070\u3044\u3044\u306e\u304b\u306a\u3068\u601d\u3063\u3066\u8abf\u3079\u308b\u3053\u3068\u306b\u3057\u307e\u3057\u305f\u3002<\/p>\n<p>\u8a66\u3057\u306bClaude\u3055\u3093\u306b\u805e\u3044\u3066\u307f\u305f\u3068\u3053\u308d\uff64Python\u3067\u5272\u3068\u7c21\u5358\u306b\u5b9f\u88c5\u3067\u304d\u308b\u3088\u3046\u306a\u306e\u3067\u305f\u3081\u3057\u3066\u307f\u307e\u3057\u305f\u3002<br \/>\n\u307e\u305a\u306fPython\u306e\u4eee\u60f3\u74b0\u5883\u3092\u4f5c\u3063\u3066\uff64\u5fc5\u8981\u306a\u30e2\u30b8\u30e5\u30fc\u30eb\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u307e\u3059\u3002<\/p>\n<pre class=\"code shell\" data-lang=\"shell\" data-unlink=\"\">python3.13 -m venv venv\nsource .\/venv\/bin\/activate <\/pre>\n<p>\u79c1\u304c\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u305f\u30e2\u30b8\u30e5\u30fc\u30eb\u306f\u6b21\u306e\u901a\u308a\u3067\u3059\u3002\u300cPython\u3067\u5b66\u3076AI\u958b\u767a\u5165\u9580\u3000\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u6d3b\u7528\u3057\u305fAI\u306e\u4f5c\u308a\u65b9\u300d\u3068\u91cd\u8907\u3057\u305f\u30e2\u30b8\u30e5\u30fc\u30eb\u3082\u542b\u307e\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<pre class=\"code shell\" data-lang=\"shell\" data-unlink=\"\">pip install langchain langchain_community langchain-chroma langchain_ollama sentence_transformers langchain-huggingface PyMuPDF<\/pre>\n<p>\u305d\u306e\u4e0a\u3067\uff64\u6b21\u306b\u3088\u3046\u306a\u30b3\u30fc\u30c9\u3092\u5b9f\u884c\u3059\u308b\u3068\uff64\u30bd\u30fc\u30b9\u4e2d\u306b\u6307\u5b9a\u3055\u308c\u3066\u3044\u308bPDF\u30d5\u30a1\u30a4\u30eb\u306e\u30c7\u30fc\u30bf\u30fc\u3092\u8f9e\u66f8\u3068\u3057\u3066\u4fdd\u7ba1\u3057\u3066\u304f\u308c\u308b\u3088\u3046\u3067\u3059\u3002\u6b63\u78ba\u306b\u306fModelfile\u3092\u751f\u6210\u3057\u3066\uff64\u30e2\u30c7\u30eb\u30d5\u30a1\u30a4\u30eb\u306bprompt\u3068\u3057\u3066\u30c7\u30fc\u30bf\u30fc\u3092\u5165\u529b\u3059\u308b\u5f62\u306b\u306a\u308a\u307e\u3059\u3002\u30b3\u30fc\u30c9\u3092\u5b9f\u884c\u3057\u305f\u3068\u304d\u306b\u751f\u6210\u3055\u308c\u308bModelfile\u3092\u30a8\u30c7\u30a3\u30bf\u30fc\u3067\u958b\u3044\u3066\u307f\u308b\u3068\uff64PDF\u306b\u542b\u307e\u308c\u308b\u60c5\u5831\u304c\u305d\u306e\u307e\u307e\u30d5\u30a1\u30a4\u30eb\u306b\u8ee2\u8a18\u3055\u308c\u3066\u3044\u308b\u3053\u3068\u304c\u5206\u304b\u308a\u307e\u3059\u3002<br \/>\n\u305d\u306e\u3088\u3046\u306a\u611f\u3058\u306a\u306e\u3067\uff64\u3053\u306e\u65b9\u6cd5\u3067\u6539\u9020\u3057\u305f\u30e2\u30c7\u30eb\u3092\u914d\u5e03\u3059\u308b\u306e\u306f\u4f7f\u3046\u30bd\u30fc\u30b9\u6b21\u7b2c\u3067\u306f\u95a2\u4fc2\u8005\u9650\u5b9a\u306b\u3057\u305f\u307b\u3046\u304c\u826f\u3044\u306e\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002<\/p>\n<pre class=\"code lang-python\" data-lang=\"python\" data-unlink=\"\">\n<span class=\"synPreProc\">import<\/span> os\n<span class=\"synPreProc\">from<\/span> langchain_community.document_loaders <span class=\"synPreProc\">import<\/span> PyMuPDFLoader\n\n\npdf_files = [\n    <span class=\"synConstant\">'result_2025_2nd_01.pdf'<\/span>,\n    <span class=\"synConstant\">'result_2026_1st_01.pdf'<\/span>\n]\n\nall_documents = []\n<span class=\"synIdentifier\">print<\/span>(<span class=\"synConstant\">\"\ud83d\udcc4 PDF\u30d5\u30a1\u30a4\u30eb\u3092\u8aad\u307f\u8fbc\u3093\u3067\u3044\u307e\u3059...\"<\/span>)\n<span class=\"synStatement\">for<\/span> pdf_file <span class=\"synStatement\">in<\/span> pdf_files:\n    <span class=\"synStatement\">if<\/span> <span class=\"synStatement\">not<\/span> os.path.exists(pdf_file):\n        <span class=\"synIdentifier\">print<\/span>(f<span class=\"synConstant\">\"  \u26a0\ufe0f  {pdf_file} \u304c\u898b\u3064\u304b\u308a\u307e\u305b\u3093\uff08\u30b9\u30ad\u30c3\u30d7\uff09\"<\/span>)\n        <span class=\"synStatement\">continue<\/span>\n\n    <span class=\"synIdentifier\">print<\/span>(f<span class=\"synConstant\">\"  - {pdf_file}\"<\/span>)\n    <span class=\"synStatement\">try<\/span>:\n        loader = PyMuPDFLoader(pdf_file)\n        documents = loader.load()\n        all_documents.extend(documents)\n        <span class=\"synIdentifier\">print<\/span>(f<span class=\"synConstant\">\"    \u2705 {len(documents)} \u30da\u30fc\u30b8\"<\/span>)\n    <span class=\"synStatement\">except<\/span> <span class=\"synType\">Exception<\/span> <span class=\"synStatement\">as<\/span> e:\n        <span class=\"synIdentifier\">print<\/span>(f<span class=\"synConstant\">\"    \u274c \u30a8\u30e9\u30fc: {e}\"<\/span>)\n        <span class=\"synStatement\">continue<\/span>\n\n<span class=\"synStatement\">if<\/span> <span class=\"synStatement\">not<\/span> all_documents:\n    <span class=\"synIdentifier\">print<\/span>(<span class=\"synConstant\">\"\u274c PDF\u30d5\u30a1\u30a4\u30eb\u3092\u8aad\u307f\u8fbc\u3081\u307e\u305b\u3093\u3067\u3057\u305f\"<\/span>)\n    exit(<span class=\"synConstant\">1<\/span>)\n\n<span class=\"synIdentifier\">print<\/span>(f<span class=\"synConstant\">\"<\/span><span class=\"synSpecial\">\\n<\/span><span class=\"synConstant\">\u2705 \u5408\u8a08 {len(all_documents)} \u30da\u30fc\u30b8\u3092\u8aad\u307f\u8fbc\u307f\u307e\u3057\u305f\"<\/span>)\n\n\nfull_text = <span class=\"synConstant\">\"<\/span><span class=\"synSpecial\">\\n\\n<\/span><span class=\"synConstant\">\"<\/span>.join([doc.page_content <span class=\"synStatement\">for<\/span> doc <span class=\"synStatement\">in<\/span> all_documents])\n\n\nchar_count = <span class=\"synIdentifier\">len<\/span>(full_text)\nestimated_tokens = char_count \/\/ <span class=\"synConstant\">4<\/span>  \n\n<span class=\"synIdentifier\">print<\/span>(f<span class=\"synConstant\">\"<\/span><span class=\"synSpecial\">\\n<\/span><span class=\"synConstant\">\ud83d\udcca \u7d71\u8a08\u60c5\u5831:\"<\/span>)\n<span class=\"synIdentifier\">print<\/span>(f<span class=\"synConstant\">\"   \u6587\u5b57\u6570: {char_count:,}\"<\/span>)\n<span class=\"synIdentifier\">print<\/span>(f<span class=\"synConstant\">\"   \u63a8\u5b9a\u30c8\u30fc\u30af\u30f3\u6570: {estimated_tokens:,}\"<\/span>)\n\n\nmax_tokens = <span class=\"synConstant\">100000<\/span>  \n<span class=\"synStatement\">if<\/span> estimated_tokens &gt; max_tokens:\n    <span class=\"synIdentifier\">print<\/span>(f<span class=\"synConstant\">\"<\/span><span class=\"synSpecial\">\\n<\/span><span class=\"synConstant\">\u26a0\ufe0f  \u8b66\u544a: \u30c7\u30fc\u30bf\u91cf\u304c\u5927\u304d\u3059\u304e\u307e\u3059\uff08\u63a8\u5968: {max_tokens:,}\u30c8\u30fc\u30af\u30f3\u4ee5\u4e0b\uff09\"<\/span>)\n    max_chars = max_tokens * <span class=\"synConstant\">4<\/span>\n    full_text = full_text[:max_chars]\n    <span class=\"synIdentifier\">print<\/span>(f<span class=\"synConstant\">\"   \u2192 \u30c7\u30fc\u30bf\u3092 {max_chars:,} \u6587\u5b57\uff08\u7d04{max_tokens:,}\u30c8\u30fc\u30af\u30f3\uff09\u306b\u5236\u9650\u3057\u307e\u3057\u305f\"<\/span>)\n\n\nsystem_prompt = f<span class=\"synConstant\">\"\"\"\u3042\u306a\u305f\u306f\u793e\u5185\u8cc7\u6599\u5c02\u9580\u306eAI\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u3067\u3059\u3002<\/span>\n\n<span class=\"synConstant\">\u3010\u8cc7\u6599\u5185\u5bb9\u3011<\/span>\n<span class=\"synConstant\">\u4ee5\u4e0b\u306e\u793e\u5185\u8cc7\u6599\u3092\u8a18\u61b6\u3057\u3001\u3053\u306e\u60c5\u5831\u306b\u57fa\u3065\u3044\u3066\u56de\u7b54\u3057\u3066\u304f\u3060\u3055\u3044\uff1a<\/span>\n\n<span class=\"synConstant\">{full_text}<\/span>\n\n<span class=\"synConstant\">\u3010\u56de\u7b54\u30eb\u30fc\u30eb\u3011<\/span>\n<span class=\"synConstant\">1. \u4e0a\u8a18\u306e\u8cc7\u6599\u306b\u8a18\u8f09\u3055\u308c\u3066\u3044\u308b\u60c5\u5831\u306e\u307f\u3092\u4f7f\u7528\u3057\u3066\u56de\u7b54\u3059\u308b\u3053\u3068<\/span>\n<span class=\"synConstant\">2. \u8cc7\u6599\u306b\u306a\u3044\u60c5\u5831\u306b\u3064\u3044\u3066\u306f\u300c\u8cc7\u6599\u306b\u305d\u306e\u60c5\u5831\u306f\u8a18\u8f09\u3055\u308c\u3066\u3044\u307e\u305b\u3093\u300d\u3068\u660e\u78ba\u306b\u7b54\u3048\u308b\u3053\u3068<\/span>\n<span class=\"synConstant\">3. \u5f79\u54e1\u60c5\u5831\u3084\u4f1a\u793e\u60c5\u5831\u306f\u8cc7\u6599\u306e\u5192\u982d\u90e8\u5206\u306b\u8a18\u8f09\u3055\u308c\u3066\u3044\u307e\u3059<\/span>\n<span class=\"synConstant\">4. \u5177\u4f53\u7684\u306a\u6570\u5024\u3084\u30c7\u30fc\u30bf\u3092\u5f15\u7528\u3059\u308b\u969b\u306f\u3001\u3067\u304d\u308b\u3060\u3051\u6b63\u78ba\u306b\u7b54\u3048\u308b\u3053\u3068<\/span>\n<span class=\"synConstant\">5. \u5fc5\u8981\u306b\u5fdc\u3058\u3066\u3001\u3069\u306e\u30bb\u30af\u30b7\u30e7\u30f3\u304b\u3089\u306e\u60c5\u5831\u304b\u3092\u660e\u793a\u3059\u308b\u3053\u3068<\/span>\n<span class=\"synConstant\">\"\"\"<\/span>\n\n\nmodelfile_content = f<span class=\"synConstant\">'''FROM qwen2:7b<\/span>\n\n<span class=\"synConstant\">PARAMETER temperature 0.3<\/span>\n<span class=\"synConstant\">PARAMETER num_ctx 131072<\/span>\n<span class=\"synConstant\">PARAMETER top_p 0.9<\/span>\n<span class=\"synConstant\">PARAMETER repeat_penalty 1.1<\/span>\n\n<span class=\"synConstant\">SYSTEM \"\"\"{system_prompt}\"\"\"<\/span>\n<span class=\"synConstant\">'''<\/span>\n\n\n<span class=\"synStatement\">with<\/span> <span class=\"synIdentifier\">open<\/span>(<span class=\"synConstant\">'Modelfile'<\/span>, <span class=\"synConstant\">'w'<\/span>, encoding=<span class=\"synConstant\">'utf-8'<\/span>) <span class=\"synStatement\">as<\/span> f:\n    f.write(modelfile_content)\n\n<span class=\"synIdentifier\">print<\/span>(<span class=\"synConstant\">\"<\/span><span class=\"synSpecial\">\\n<\/span><span class=\"synConstant\">\u2705 Modelfile \u304c\u4f5c\u6210\u3055\u308c\u307e\u3057\u305f\"<\/span>)\n<span class=\"synIdentifier\">print<\/span>(f<span class=\"synConstant\">\"   \u4fdd\u5b58\u5148: Modelfile\"<\/span>)\n<span class=\"synIdentifier\">print<\/span>(f<span class=\"synConstant\">\"   \u30b5\u30a4\u30ba: {os.path.getsize('Modelfile') \/ 1024:.2f} KB\"<\/span>)\n\n<span class=\"synIdentifier\">print<\/span>(f<span class=\"synConstant\">\"<\/span><span class=\"synSpecial\">\\n<\/span><span class=\"synConstant\">\ud83d\udccb \u30d1\u30e9\u30e1\u30fc\u30bf\u8a2d\u5b9a:\"<\/span>)\n<span class=\"synIdentifier\">print<\/span>(f<span class=\"synConstant\">\"   - temperature: 0.3 (\u3088\u308a\u6b63\u78ba\u306a\u56de\u7b54)\"<\/span>)\n<span class=\"synIdentifier\">print<\/span>(f<span class=\"synConstant\">\"   - num_ctx: 131072 (128k\u30c8\u30fc\u30af\u30f3)\"<\/span>)\n<span class=\"synIdentifier\">print<\/span>(f<span class=\"synConstant\">\"   - top_p: 0.9\"<\/span>)\n<span class=\"synIdentifier\">print<\/span>(f<span class=\"synConstant\">\"   - repeat_penalty: 1.1\"<\/span>)\n\n<span class=\"synIdentifier\">print<\/span>(f<span class=\"synConstant\">\"<\/span><span class=\"synSpecial\">\\n<\/span><span class=\"synConstant\">\u6b21\u306e\u30b9\u30c6\u30c3\u30d7:\"<\/span>)\n<span class=\"synIdentifier\">print<\/span>(f<span class=\"synConstant\">\"   1. ollama rm company-model  (\u65e2\u5b58\u30e2\u30c7\u30eb\u304c\u3042\u308b\u5834\u5408)\"<\/span>)\n<span class=\"synIdentifier\">print<\/span>(f<span class=\"synConstant\">\"   2. ollama create company-model -f Modelfile\"<\/span>)\n<span class=\"synIdentifier\">print<\/span>(f<span class=\"synConstant\">\"   3. ollama run company-model\"<\/span>)\n<\/pre>\n<p>\u3053\u306e\u5f8c\u306f\u6b21\u306e\u3088\u3046\u306a\u4f7f\u3044\u65b9\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<pre class=\"code shell\" data-lang=\"shell\" data-unlink=\"\"># \u4f5c\u6210\u3055\u308c\u305fModelfile\u3092\u4f7f\u3063\u3066\u30e2\u30c7\u30eb\u3092\u4f5c\u6210\nollama create company-model -f Modelfile\n# \u4f5c\u6210\u3057\u305f\u30ab\u30b9\u30bf\u30e0\u30e2\u30c7\u30eb\u3092\u4f7f\u3063\u3066\uff64Ollama\u3067\u30c1\u30e3\u30c3\u30c8\u3092\u5b9f\u884c\nollama run company-model\n# \u30e2\u30c7\u30eb\u3092\u30d5\u30a1\u30a4\u30eb\u3068\u3057\u3066\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\nollama export company-model -o company-model.gguf\n# \u30e2\u30c7\u30eb\u30d5\u30a1\u30a4\u30eb\u3092\u74b0\u5883\u306b\u30a4\u30f3\u30dd\u30fc\u30c8\u3059\u308b\nollama create company-model -f company-model.gguf<\/pre>\n<p>\u8a66\u3057\u306b\uff64\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u53c2\u52a0\u3055\u305b\u3066\u3082\u3089\u3063\u3066\u3044\u308bPG-Strom\u306e\u30de\u30cb\u30e5\u30a2\u30eb\u306e\u5185\u5bb9\u3092PDF\u30d5\u30a1\u30a4\u30eb\u306b\u307e\u3068\u3081\u305f\u3082\u306e\u3092\u5b66\u7fd2\u3055\u305b\u3066\u307f\u307e\u3057\u305f\u3002<\/p>\n<p>\u305d\u306e\u7d50\u679c\u304c\u3053\u308c\u3067\u3059\u3002\u7d50\u69cb\u7c21\u5358\u306bLLM\u304c\u77e5\u3089\u306a\u3044\u60c5\u5831\u3092\u5165\u529b\u3059\u308b\u65b9\u6cd5\u304c\u4eca\u56de\u5206\u304b\u3063\u3066\u52c9\u5f37\u306b\u306a\u308a\u307e\u3057\u305f\u3002<\/p>\n<p><span itemscope=\"\" itemtype=\"http:\/\/schema.org\/Photograph\"><img decoding=\"async\" src=\"https:\/\/cdn-ak.f.st-hatena.com\/images\/fotolife\/y\/ytooyama\/20251010\/20251010142831.png\" width=\"977\" height=\"1064\" loading=\"lazy\" title=\"\" class=\"hatena-fotolife\" itemprop=\"image\"\/><\/span><br \/>\n<span itemscope=\"\" itemtype=\"http:\/\/schema.org\/Photograph\"><img decoding=\"async\" src=\"https:\/\/cdn-ak.f.st-hatena.com\/images\/fotolife\/y\/ytooyama\/20251010\/20251010142837.png\" width=\"977\" height=\"1064\" loading=\"lazy\" title=\"\" class=\"hatena-fotolife\" itemprop=\"image\"\/><\/span><\/p>\n<h2 id=\"\u5099\u8003\">\u5099\u8003<\/h2>\n<p>PDF\u30d5\u30a1\u30a4\u30eb\u306f\u30c7\u30fc\u30bf\u30fc\u304c\u305d\u306e\u307e\u307e\u5165\u3063\u3066\u3044\u308b\u3082\u306e\u3092\u7528\u610f\u3059\u308b\u3060\u3051\u3067\u826f\u3044\u3067\u3059\u304c\uff64\u6587\u4e2d\u306b\u66f8\u5f0f\uff08\u898b\u51fa\u3057\uff64\u592a\u5b57\u306a\u3069\uff09\u304c\u4f7f\u308f\u308c\u3066\u3044\u3066\u3082\uff64\u3046\u307e\u304f\u826f\u3044\u611f\u3058\u306b\u30c7\u30fc\u30bf\u30fc\u3068\u3057\u3066\u4f7f\u3063\u3066\u3044\u304f\u308c\u308b\u3088\u3046\u3067\u3059\u3002\u3042\u307e\u308a\u7d30\u304b\u3044\u3053\u3068\u3092\u8003\u3048\u306a\u3044\u3067\u3082\u3067\u304d\u308b\u307f\u305f\u3044\u3067\u3059\u3002<\/p>\n<p>\u3068\u306f\u3044\u3048\u3053\u306e\u5206\u91ce\u306f\u3069\u3093\u3069\u3093\u9032\u5316\u3059\u308b\u5206\u91ce\u3060\u3068\u601d\u3063\u3066\u3044\u307e\u3059\u306e\u3067\uff64\u8272\u3005\u7fd2\u5f97\u3067\u304d\u308b\u3088\u3046\u306b\u65e5\u3005\u30a2\u30f3\u30c6\u30ca\u3092\u7acb\u3066\u3066\u304a\u304d\u305f\u3044\u3068\u601d\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u3061\u306a\u307f\u306b\u3053\u306e\u5b9f\u9a13\u306f\u3064\u308b\u3057\u306eM4 Mac mini\u3067\u52d5\u304b\u3057\u307e\u3057\u305f\u3002\u5168\u7136\u4f59\u88d5\u3067\u52d5\u304d\u307e\u3057\u305f\u3002<\/p>\n<\/div>\n<p><script>(function(d, s, id) {\n  var js, fjs = d.getElementsByTagName(s)[0];\n  if (d.getElementById(id)) return;\n  js = d.createElement(s); js.id = id;\n  js.src = \"\/\/connect.facebook.net\/ja_JP\/sdk.js#xfbml=1&appId=719729204785177&version=v17.0\";\n  fjs.parentNode.insertBefore(js, fjs);\n}(document, 'script', 'facebook-jssdk'));<\/script><br \/>\n<br \/>\n<br \/><a href=\"https:\/\/tech.virtualtech.jp\/entry\/2025\/10\/10\/143610\">\u5143\u306e\u8a18\u4e8b\u3092\u78ba\u8a8d\u3059\u308b <\/a><\/p>\n","protected":false},"excerpt":{"rendered":"\u4ee5\u524d\u3053\u3093\u306a\u8a18\u4e8b\u3092\u66f8\u304d\u307e\u3057\u305f\u3002 tech.virtualtech.jp \u5185\u5bb9\u3068\u3057\u3066\u306fOllama\u3068\u8272\u3005\u306a\u30e2\u30c7\u30eb\u3092\u4f7f\u3063\u3066\u5b9f\u969b\u306e\u4ed5\u4e8b\u306b\u4f7f\u3063\u3066\u307f\u308b\u307f\u305f\u3044\u306a\u8a71\u3067\u3057\u305f\u3002 \u3053\u308c\u304b\u3053\u308c\u3067\u9762\u767d\u304b\u3063\u305f\u306e\u3067\u3059\u304c\uff64\u305f\u3060\u3042\u308b\u3082\u306e\u3092\u4f7f\u3063\u305f\u3060\u3051\u3060\u3068\u3082 [&hellip;]","protected":false},"author":1,"featured_media":9054,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[4],"tags":[],"class_list":["post-9053","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-company-tec"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.6 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>\u7d9a\u30fbLocal LLM\u5165\u9580 - \u4eee\u60f3\u5316\u901a\u4fe1 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\u3053\u308c\u304b\u3053\u308c\u3067\u9762\u767d\u304b\u3063\u305f\u306e\u3067\u3059\u304c\uff64\u305f\u3060\u3042\u308b\u3082\u306e\u3092\u4f7f\u3063\u305f\u3060\u3051\u3060\u3068\u3082 [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/tech.virtualtech.jp\/entry\/2025\/10\/10\/143610\" \/>\n<meta property=\"og:site_name\" content=\"\u30dd\u30b1\u30b3\u30f3\" \/>\n<meta property=\"article:published_time\" content=\"2025-10-11T13:56:16+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/pokecon.jp\/job\/wp-content\/uploads\/2025\/10\/https3A2F2Fcdn-ak.f.st-hatena.com2Fimages2Ffotolife2Fy2Fytooyama2F202510102F20251010142831.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1300\" \/>\n\t<meta property=\"og:image:height\" content=\"1416\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"info@pokecon.jp\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" 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\/ Yoast SEO plugin. -->","yoast_head_json":{"title":"\u7d9a\u30fbLocal LLM\u5165\u9580 - \u4eee\u60f3\u5316\u901a\u4fe1 - \u30dd\u30b1\u30b3\u30f3","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/tech.virtualtech.jp\/entry\/2025\/10\/10\/143610","og_locale":"ja_JP","og_type":"article","og_title":"\u7d9a\u30fbLocal LLM\u5165\u9580 - \u4eee\u60f3\u5316\u901a\u4fe1 - \u30dd\u30b1\u30b3\u30f3","og_description":"\u4ee5\u524d\u3053\u3093\u306a\u8a18\u4e8b\u3092\u66f8\u304d\u307e\u3057\u305f\u3002 tech.virtualtech.jp \u5185\u5bb9\u3068\u3057\u3066\u306fOllama\u3068\u8272\u3005\u306a\u30e2\u30c7\u30eb\u3092\u4f7f\u3063\u3066\u5b9f\u969b\u306e\u4ed5\u4e8b\u306b\u4f7f\u3063\u3066\u307f\u308b\u307f\u305f\u3044\u306a\u8a71\u3067\u3057\u305f\u3002 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