{"id":3307,"date":"2025-01-16T12:45:10","date_gmt":"2025-01-16T03:45:10","guid":{"rendered":"https:\/\/wtpmj.com\/?p=3307"},"modified":"2025-01-16T12:45:10","modified_gmt":"2025-01-16T03:45:10","slug":"mac%e3%81%a7%e5%a4%a7%e8%a6%8f%e6%a8%a1%e8%a8%80%e8%aa%9e%e3%83%a2%e3%83%87%e3%83%ab%e3%82%92%e3%83%95%e3%82%a1%e3%82%a4%e3%83%b3%e3%83%81%e3%83%a5%e3%83%bc%e3%83%8b%e3%83%b3%e3%82%b0%e3%81%99","status":"publish","type":"post","link":"https:\/\/wtpmj.com\/?p=3307","title":{"rendered":"Mac\u3067\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u3092\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u3059\u308b\u65b9\u6cd5"},"content":{"rendered":"<p><img decoding=\"async\" src=\"\/wp-content\/uploads\/downloaded_image_1736999103.jpg\"><\/p>\n<h1>Mac\u3067LLM\u3092\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u3059\u308b\u65b9\u6cd5<\/h1>\n<p>\u8fd1\u5e74\u3001\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff08LLM\uff09\u306e\u958b\u767a\u304c\u9032\u307f\u3001\u8ab0\u3067\u3082\u81ea\u5206\u5c02\u7528\u306eLLM\u3092\u4f5c\u6210\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3057\u305f\u3002\u7279\u306b\u3001Mac\u3092\u4f7f\u3063\u3066LLM\u3092\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u3059\u308b\u65b9\u6cd5\u306f\u3001\u591a\u304f\u306e\u4eba\u306b\u3068\u3063\u3066\u8208\u5473\u6df1\u3044\u30c8\u30d4\u30c3\u30af\u3067\u3059\u3002\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001Mac\u4e0a\u3067LLM\u3092\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u3059\u308b\u65b9\u6cd5\u306b\u3064\u3044\u3066\u3001\u521d\u5fc3\u8005\u304b\u3089\u4e2d\u7d1a\u8005\u307e\u3067\u7406\u89e3\u3057\u3084\u3059\u3044\u3088\u3046\u306b\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n<h2>LLM\u306e\u4ed5\u7d44\u307f\u3068\u306f\uff1f<\/h2>\n<p>LLM\uff08\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff09\u306f\u3001\u30c6\u30ad\u30b9\u30c8\u3092\u30c8\u30fc\u30af\u30f3\u3068\u547c\u3070\u308c\u308b\u5358\u4f4d\u306b\u5206\u5272\u3057\u3066\u51e6\u7406\u3057\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u82f1\u8a9e\u306e\u30c6\u30ad\u30b9\u30c8\u3092\u5165\u529b\u3059\u308b\u3068\u3001\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u306f\u305d\u308c\u30921\u30641\u3064\u306e\u30c8\u30fc\u30af\u30f3\u306b\u5206\u89e3\u3057\u3001\u305d\u308c\u305e\u308c\u306e\u30c8\u30fc\u30af\u30f3\u3092\u57fa\u306b\u6b21\u306e\u5358\u8a9e\u3092\u4e88\u6e2c\u3057\u307e\u3059\u3002\u3053\u306e\u30d7\u30ed\u30bb\u30b9\u306f\u3001\u78ba\u7387\u7684\u306a\u8a08\u7b97\u306b\u57fa\u3065\u3044\u3066\u304a\u308a\u3001LLM\u306f\u524d\u306e\u5358\u8a9e\u304b\u3089\u6b21\u306e\u5358\u8a9e\u3092\u4e88\u6e2c\u3059\u308b\u5f62\u3067\u52d5\u4f5c\u3057\u307e\u3059\u3002<\/p>\n<p>\u4f8b\u3048\u3070\u3001\u300c\u5148\u751f\u306e\u3088\u3046\u306b\u8aac\u660e\u3057\u3066\u300d\u3068\u6307\u793a\u3059\u308b\u3068\u3001LLM\u306f\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30c7\u30fc\u30bf\u304b\u3089\u300c\u5148\u751f\u304c\u8a00\u3044\u305d\u3046\u306a\u8a00\u8449\u300d\u3092\u9078\u3073\u51fa\u3057\u3066\u56de\u7b54\u3092\u751f\u6210\u3057\u307e\u3059\u3002\u3053\u306e\u4ed5\u7d44\u307f\u3092\u7406\u89e3\u3059\u308b\u3053\u3068\u3067\u3001LLM\u306e\u52d5\u4f5c\u539f\u7406\u3092\u3088\u308a\u6df1\u304f\u7406\u89e3\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<h2>Mac\u3067LLM\u3092\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u3059\u308b\u65b9\u6cd5<\/h2>\n<p>Mac\u3067LLM\u3092\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u3059\u308b\u305f\u3081\u306b\u306f\u3001\u3044\u304f\u3064\u304b\u306e\u30b9\u30c6\u30c3\u30d7\u3092\u8e0f\u3080\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u4ee5\u4e0b\u306b\u3001\u305d\u306e\u624b\u9806\u3092\u8a73\u3057\u304f\u8aac\u660e\u3057\u307e\u3059\u3002<\/p>\n<h3>1. \u74b0\u5883\u306e\u30bb\u30c3\u30c8\u30a2\u30c3\u30d7<\/h3>\n<p>\u307e\u305a\u3001Mac\u4e0a\u3067LLM\u3092\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u3059\u308b\u305f\u3081\u306e\u74b0\u5883\u3092\u6574\u3048\u307e\u3059\u3002Python 3.11\u3092\u4f7f\u7528\u3057\u3001\u5fc5\u8981\u306a\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u307e\u3059\u3002\u7279\u306b\u3001`mlx`\u3068\u3044\u3046\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u4f7f\u7528\u3057\u307e\u3059\u3002\u3053\u306e\u30e9\u30a4\u30d6\u30e9\u30ea\u306f\u3001Mac\u4e0a\u3067LLM\u3092\u52b9\u7387\u7684\u306b\u52d5\u4f5c\u3055\u305b\u308b\u305f\u3081\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>&#8220;`bash<br \/>\n# mlx\u30e9\u30a4\u30d6\u30e9\u30ea\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<br \/>\npip install mlx<br \/>\n&#8220;`<\/p>\n<h3>2. \u30e2\u30c7\u30eb\u306e\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9<\/h3>\n<p>\u6b21\u306b\u3001\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u3059\u308b\u305f\u3081\u306e\u30d9\u30fc\u30b9\u3068\u306a\u308bLLM\u30e2\u30c7\u30eb\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001Hugging Face\u304b\u3089\u300cLlama 3.2\u300d\u3068\u3044\u3046\u30e2\u30c7\u30eb\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002Hugging Face\u306e\u30a2\u30ab\u30a6\u30f3\u30c8\u3092\u4f5c\u6210\u3057\u3001\u30e2\u30c7\u30eb\u306e\u4f7f\u7528\u7533\u8acb\u3092\u884c\u3044\u3001\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u307e\u3059\u3002<\/p>\n<p>&#8220;`bash<br \/>\n# Hugging Face\u304b\u3089\u30e2\u30c7\u30eb\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9<br \/>\nhuggingface-cli download meta-llama\/Llama-3.2<br \/>\n&#8220;`<\/p>\n<h3>3. \u30c7\u30fc\u30bf\u306e\u6e96\u5099<\/h3>\n<p>\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u306b\u306f\u3001\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u7528\u306e\u30c7\u30fc\u30bf\u304c\u5fc5\u8981\u3067\u3059\u3002\u30c7\u30fc\u30bf\u306f\u3001JSONL\u5f62\u5f0f\u3067\u6e96\u5099\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002JSONL\u30d5\u30a1\u30a4\u30eb\u306f\u3001\u5404\u884c\u304c\u72ec\u7acb\u3057\u305fJSON\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u3068\u306a\u3063\u3066\u304a\u308a\u3001LLM\u304c\u7406\u89e3\u3067\u304d\u308b\u5f62\u5f0f\u3067\u30c7\u30fc\u30bf\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/p>\n<p>\u4f8b\u3048\u3070\u3001\u8cea\u554f\u3068\u56de\u7b54\u306e\u30da\u30a2\u3092\u30c7\u30fc\u30bf\u3068\u3057\u3066\u7528\u610f\u3057\u3001\u305d\u308c\u3092JSONL\u5f62\u5f0f\u306b\u5909\u63db\u3057\u307e\u3059\u3002\u30c7\u30fc\u30bf\u306e80%\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u7528\u300110%\u3092\u691c\u8a3c\u7528\u300110%\u3092\u30c6\u30b9\u30c8\u7528\u306b\u5206\u5272\u3057\u307e\u3059\u3002<\/p>\n<p>&#8220;`bash<br \/>\n# \u30c7\u30fc\u30bf\u306e\u4f8b<br \/>\n{&#8220;text&#8221;: &#8220;\u8cea\u554f: LLM\u3068\u306f\u4f55\u3067\u3059\u304b\uff1f&#8221;, &#8220;answer&#8221;: &#8220;LLM\u306f\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u306e\u7565\u79f0\u3067\u3059\u3002&#8221;}<br \/>\n{&#8220;text&#8221;: &#8220;\u8cea\u554f: \u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u3068\u306f\uff1f&#8221;, &#8220;answer&#8221;: &#8220;\u65e2\u5b58\u306e\u30e2\u30c7\u30eb\u3092\u7279\u5b9a\u306e\u30bf\u30b9\u30af\u306b\u9069\u5fdc\u3055\u305b\u308b\u3053\u3068\u3067\u3059\u3002&#8221;}<br \/>\n&#8220;`<\/p>\n<h3>4. \u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u306e\u5b9f\u884c<\/h3>\n<p>\u30c7\u30fc\u30bf\u306e\u6e96\u5099\u304c\u6574\u3063\u305f\u3089\u3001\u5b9f\u969b\u306b\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u3092\u5b9f\u884c\u3057\u307e\u3059\u3002\u4ee5\u4e0b\u306e\u30b3\u30de\u30f3\u30c9\u3092\u4f7f\u7528\u3057\u3066\u3001Mac\u4e0a\u3067\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u3092\u884c\u3044\u307e\u3059\u3002<\/p>\n<p>&#8220;`bash<br \/>\n# \u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u306e\u5b9f\u884c<br \/>\nmlx train &#8211;model meta-llama\/Llama-3.2 &#8211;data \/path\/to\/data<br \/>\n&#8220;`<\/p>\n<p>\u3053\u306e\u30b3\u30de\u30f3\u30c9\u3092\u5b9f\u884c\u3059\u308b\u3068\u3001\u6307\u5b9a\u3057\u305f\u30e2\u30c7\u30eb\u304c\u30c7\u30fc\u30bf\u306b\u57fa\u3065\u3044\u3066\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u3055\u308c\u307e\u3059\u3002Mac\u306eGPU\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u51e6\u7406\u6642\u9593\u3092\u77ed\u7e2e\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<h3>5. \u65b0\u3057\u3044\u30e2\u30c7\u30eb\u306e\u4f5c\u6210<\/h3>\n<p>\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u304c\u5b8c\u4e86\u3059\u308b\u3068\u3001\u65b0\u3057\u3044\u30a6\u30a7\u30a4\u30c8\u304c\u751f\u6210\u3055\u308c\u307e\u3059\u3002\u3053\u306e\u30a6\u30a7\u30a4\u30c8\u3092\u4f7f\u7528\u3057\u3066\u3001\u65b0\u3057\u3044LLM\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002\u4ee5\u4e0b\u306e\u30b3\u30de\u30f3\u30c9\u3092\u4f7f\u7528\u3057\u3066\u3001\u65b0\u3057\u3044\u30e2\u30c7\u30eb\u3092\u751f\u6210\u3057\u307e\u3059\u3002<\/p>\n<p>&#8220;`bash<br \/>\n# \u65b0\u3057\u3044\u30e2\u30c7\u30eb\u306e\u4f5c\u6210<br \/>\nmlx create &#8211;model meta-llama\/Llama-3.2 &#8211;adapter \/path\/to\/adapter &#8211;output LMNew<br \/>\n&#8220;`<\/p>\n<p>\u3053\u308c\u3067\u3001\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u3055\u308c\u305f\u65b0\u3057\u3044LLM\u304c\u5b8c\u6210\u3057\u307e\u3059\u3002\u3053\u306e\u30e2\u30c7\u30eb\u306f\u3001\u7279\u5b9a\u306e\u30bf\u30b9\u30af\u3084\u30c7\u30fc\u30bf\u306b\u7279\u5316\u3057\u305f\u56de\u7b54\u3092\u751f\u6210\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<h2>\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u306e\u5fdc\u7528\u4f8b<\/h2>\n<p>\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u3055\u307e\u3056\u307e\u306a\u5fdc\u7528\u304c\u53ef\u80fd\u3067\u3059\u3002\u4f8b\u3048\u3070\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u30b1\u30fc\u30b9\u304c\u8003\u3048\u3089\u308c\u307e\u3059\u3002<\/p>\n<ul>\n<li>\u81ea\u5206\u5c02\u7528\u306e\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3092\u4f5c\u6210\u3057\u3001\u30e1\u30fc\u30eb\u3084\u30c1\u30e3\u30c3\u30c8\u306e\u3084\u308a\u53d6\u308a\u3092\u81ea\u52d5\u5316\u3059\u308b\u3002<\/li>\n<li>\u7279\u5b9a\u306e\u5206\u91ce\uff08\u4f8b\uff1a\u6620\u753b\u3001\u97f3\u697d\u3001\u6280\u8853\uff09\u306b\u7279\u5316\u3057\u305fLLM\u3092\u4f5c\u6210\u3057\u3001\u5c02\u9580\u7684\u306a\u8cea\u554f\u306b\u56de\u7b54\u3059\u308b\u3002<\/li>\n<li>\u5730\u57df\u306e\u65b9\u8a00\u3084\u7279\u5b9a\u306e\u8a71\u3057\u65b9\u306b\u5408\u308f\u305b\u305fLLM\u3092\u4f5c\u6210\u3059\u308b\u3002<\/li>\n<\/ul>\n<p>\u3053\u308c\u3089\u306e\u5fdc\u7528\u4f8b\u3092\u901a\u3058\u3066\u3001LLM\u306e\u53ef\u80fd\u6027\u3092\u3055\u3089\u306b\u5e83\u3052\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<h2>\u7d50\u8ad6<\/h2>\n<p>Mac\u3092\u4f7f\u3063\u3066LLM\u3092\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u3059\u308b\u65b9\u6cd5\u306f\u3001\u521d\u5fc3\u8005\u3067\u3082\u6311\u6226\u3057\u3084\u3059\u3044\u30d7\u30ed\u30bb\u30b9\u3067\u3059\u3002\u74b0\u5883\u306e\u30bb\u30c3\u30c8\u30a2\u30c3\u30d7\u304b\u3089\u30c7\u30fc\u30bf\u306e\u6e96\u5099\u3001\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u306e\u5b9f\u884c\u307e\u3067\u3001\u30b9\u30c6\u30c3\u30d7\u30d0\u30a4\u30b9\u30c6\u30c3\u30d7\u3067\u9032\u3081\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u81ea\u5206\u3060\u3051\u306e\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3055\u308c\u305fLLM\u3092\u4f5c\u6210\u3057\u3001\u3055\u307e\u3056\u307e\u306a\u30bf\u30b9\u30af\u306b\u6d3b\u7528\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n<p>\u305c\u3072\u3001\u3053\u306e\u8a18\u4e8b\u3092\u53c2\u8003\u306b\u3057\u3066\u3001\u81ea\u5206\u3060\u3051\u306eLLM\u3092\u4f5c\u6210\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u306e\u4e16\u754c\u306b\u8db3\u3092\u8e0f\u307f\u5165\u308c\u308b\u3053\u3068\u3067\u3001AI\u306e\u53ef\u80fd\u6027\u3092\u3055\u3089\u306b\u5e83\u3052\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n<div style=\"text-align: right\"><a href=\"https:\/\/www.youtube.com\/watch?v=hvpEQatmz6E\">\u30bd\u30fc\u30b9<\/a><\/div>\n","protected":false},"excerpt":{"rendered":"<p>Mac\u3067LLM\u3092\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u3059\u308b\u65b9\u6cd5 \u8fd1\u5e74\u3001\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff08LLM\uff09\u306e\u958b\u767a\u304c\u9032\u307f\u3001\u8ab0\u3067\u3082\u81ea\u5206\u5c02\u7528\u306eLLM\u3092\u4f5c\u6210\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3057\u305f\u3002\u7279\u306b\u3001Mac\u3092\u4f7f\u3063\u3066LLM\u3092\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u3059\u308b\u65b9\u6cd5\u306f\u3001\u591a\u304f\u306e\u4eba\u306b\u3068 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[600],"tags":[372,277,676,677,675,678],"class_list":["post-3307","post","type-post","status-publish","format-standard","hentry","category-ai","tag-ai","tag-mac","tag-676","tag-677","tag-675","tag-678"],"_links":{"self":[{"href":"https:\/\/wtpmj.com\/index.php?rest_route=\/wp\/v2\/posts\/3307","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/wtpmj.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/wtpmj.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/wtpmj.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/wtpmj.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=3307"}],"version-history":[{"count":0,"href":"https:\/\/wtpmj.com\/index.php?rest_route=\/wp\/v2\/posts\/3307\/revisions"}],"wp:attachment":[{"href":"https:\/\/wtpmj.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=3307"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/wtpmj.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=3307"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/wtpmj.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=3307"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}