{"id":2677,"date":"2025-11-10T18:38:17","date_gmt":"2025-11-10T10:38:17","guid":{"rendered":"https:\/\/imastudio.com\/?p=2677"},"modified":"2025-11-10T18:38:18","modified_gmt":"2025-11-10T10:38:18","slug":"kimi-k2-thinking","status":"publish","type":"post","link":"https:\/\/imastudio.com\/ja\/blog\/kimi-k2-thinking","title":{"rendered":"Kimi K2\u306f\u4f55\u3092\u8003\u3048\u3066\u3044\u308b\u306e\u304b\uff1f \u6a5f\u80fd\u3001\u8a2d\u5b9a\u3001\u8a55\u4fa1\u306e\u30d2\u30f3\u30c8"},"content":{"rendered":"<p>Kimi K2 Thinking\u306f\u3001Moonshot AI\u304c\u958b\u767a\u3057\u305f\u63a8\u8ad6\u306b\u6700\u9069\u5316\u3055\u308c\u305f\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u3067\u3001\u591a\u6bb5\u968e\u7684\u306a\u554f\u984c\u89e3\u6c7a\u3001\u8a08\u753b\u3001\u69cb\u9020\u5316\u3055\u308c\u305f\u51fa\u529b\u3092\u6539\u5584\u3059\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u30ac\u30a4\u30c9\u3067\u306f\u3001Kimi K2 Thinking\u3068\u306f\u4f55\u304b\u3001Ollama\u3068Unsloth\u3092\u4f7f\u7528\u3057\u3066\u30ed\u30fc\u30ab\u30eb\u3067\u5b9f\u884c\u3059\u308b\u65b9\u6cd5\u3001\u52b9\u679c\u7684\u306b\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u8a2d\u5b9a\u3059\u308b\u65b9\u6cd5\u3001Ima Studio\u306eArena\u3067\u4ed6\u306e\u63a8\u8ad6\u30e2\u30c7\u30eb\u3068\u4e26\u3079\u3066\u8a55\u4fa1\u3059\u308b\u65b9\u6cd5\u306b\u3064\u3044\u3066\u8aac\u660e\u3057\u307e\u3059\u3002\u30ac\u30a4\u30c9\u5168\u4f53\u3092\u901a\u3057\u3066\u3001Google EEAT\u306e\u539f\u5247\u306b\u5f93\u3044\u3001\u4e00\u6b21\u8cc7\u6599\u3092\u5f15\u7528\u3057\u3001\u65e2\u77e5\u306e\u60c5\u5831\u3068\u672a\u691c\u8a3c\u306e\u60c5\u5831\u3092\u660e\u78ba\u306b\u3057\u3001\u518d\u73fe\u53ef\u80fd\u306a\u624b\u9806\u3068\u8a55\u4fa1\u306e\u30a2\u30a4\u30c7\u30a2\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img fetchpriority=\"high\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/imastudio.com\/wp-content\/uploads\/2025\/11\/kimi-rank-1-1024x576.webp\" alt=\"\" class=\"wp-image-2681\" srcset=\"https:\/\/imastudio.com\/wp-content\/uploads\/2025\/11\/kimi-rank-1-1024x576.webp 1024w, https:\/\/imastudio.com\/wp-content\/uploads\/2025\/11\/kimi-rank-1-300x169.webp 300w, https:\/\/imastudio.com\/wp-content\/uploads\/2025\/11\/kimi-rank-1-768x432.webp 768w, https:\/\/imastudio.com\/wp-content\/uploads\/2025\/11\/kimi-rank-1-18x10.webp 18w, https:\/\/imastudio.com\/wp-content\/uploads\/2025\/11\/kimi-rank-1.webp 1456w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\u30ad\u30dfK2\u306f\u4f55\u3092\u8003\u3048\u3066\u3044\u308b\u306e\u304b?<\/h2>\n\n\n\n<p>Kimi K2 Thinking\u306f\u3001Moonshot AI\u306eK2\u30b7\u30ea\u30fc\u30ba\u306e\u4e00\u90e8\u3067\u3042\u308a\u3001\u300c\u601d\u8003\u300d\u30bf\u30b9\u30af\uff08\u69cb\u9020\u5316\u63a8\u8ad6\u3001\u30de\u30eb\u30c1\u30db\u30c3\u30d7\u8cea\u554f\u5fdc\u7b54\u3001\u5236\u7d04\u6761\u4ef6\u4e0b\u5206\u6790\u306a\u3069\uff09\u5411\u3051\u306b\u6700\u9069\u5316\u3055\u308c\u305f\u30d0\u30ea\u30a2\u30f3\u30c8\u3067\u3059\u3002\u3053\u306e\u30e2\u30c7\u30eb\u306f\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u30c4\u30fc\u30eb\u3068\u30aa\u30fc\u30d7\u30f3\u30e2\u30c7\u30eb\u30cf\u30d6\u3067\u5229\u7528\u53ef\u80fd\u3067\u3001Moonshot AI\u3068\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u306e\u4e21\u65b9\u304b\u3089\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3068\u30af\u30a4\u30c3\u30af\u30b9\u30bf\u30fc\u30c8\u304c\u63d0\u4f9b\u3055\u308c\u3066\u3044\u307e\u3059\u3002.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30e2\u30c7\u30eb\u30ab\u30fc\u30c9\u3068\u30a2\u30fc\u30c6\u30a3\u30d5\u30a1\u30af\u30c8: <a href=\"https:\/\/huggingface.co\/moonshotai\/Kimi-K2-Thinking\" rel=\"nofollow noopener\" target=\"_blank\">\u62b1\u304d\u3057\u3081\u308b\u9854: moonshotai\/\u30ad\u30dfK2-Thinking<\/a><\/li>\n\n\n\n<li>\u516c\u5f0f\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306e\u6982\u8981: <a href=\"https:\/\/moonshotai.github.io\/Kimi-K2\/thinking.html\" rel=\"nofollow noopener\" target=\"_blank\">Moonshot AI K2 \u601d\u8003\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8<\/a><\/li>\n\n\n\n<li>\u30ed\u30fc\u30ab\u30eb\u52a0\u901f\u30ac\u30a4\u30c9: <a href=\"https:\/\/docs.unsloth.ai\/models\/kimi-k2-thinking-how-to-run-locally\" rel=\"nofollow noopener\" target=\"_blank\">\u30a2\u30f3\u30b9\u30ed\u30fc\u30c8\uff1a\u30ad\u30dfK2\u306e\u8d70\u308a\u65b9 \u30ed\u30fc\u30ab\u30eb\u601d\u8003<\/a><\/li>\n\n\n\n<li>\u30aa\u30e9\u30de\u30e2\u30c7\u30eb: <a href=\"https:\/\/ollama.com\/library\/kimi-k2-thinking\" rel=\"nofollow noopener\" target=\"_blank\">\u30aa\u30e9\u30de: kimi-k2-thinking<\/a><\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1024\" height=\"439\" src=\"https:\/\/imastudio.com\/wp-content\/uploads\/2025\/11\/image-2-1024x439.png\" alt=\"\" class=\"wp-image-2672\" srcset=\"https:\/\/imastudio.com\/wp-content\/uploads\/2025\/11\/image-2-1024x439.png 1024w, https:\/\/imastudio.com\/wp-content\/uploads\/2025\/11\/image-2-300x129.png 300w, https:\/\/imastudio.com\/wp-content\/uploads\/2025\/11\/image-2-768x329.png 768w, https:\/\/imastudio.com\/wp-content\/uploads\/2025\/11\/image-2-18x8.png 18w, https:\/\/imastudio.com\/wp-content\/uploads\/2025\/11\/image-2.png 1080w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>\u30e9\u30a4\u30bb\u30f3\u30b9\u3001\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u306e\u9577\u3055\u3001\u30d1\u30e9\u30e1\u30fc\u30bf\u6570\u306f\u3001\u30ea\u30ea\u30fc\u30b9\u3084\u91cf\u5b50\u5316\u306b\u3088\u3063\u3066\u7570\u306a\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002\u7279\u306b\u5546\u7528\u5229\u7528\u306e\u5834\u5408\u306f\u3001\u4f7f\u7528\u524d\u306b\u5fc5\u305a\u30e2\u30c7\u30eb\u30ab\u30fc\u30c9\u306b\u8a18\u8f09\u3055\u308c\u3066\u3044\u308b\u30e9\u30a4\u30bb\u30f3\u30b9\u3068\u6280\u8853\u4ed5\u69d8\u3092\u3054\u78ba\u8a8d\u304f\u3060\u3055\u3044\u3002.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u5730\u5143\u306e\u3053\u3068\u3092\u8003\u3048\u306a\u304c\u3089\u30ad\u30dfK2\u3092\u8d70\u308b<\/h2>\n\n\n\n<p>Kimi K2 Thinking\u3092\u304a\u4f7f\u3044\u306e\u30de\u30b7\u30f3\u3067\u5b9f\u884c\u3059\u308b\u306b\u306f\u3001\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u304c\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u8907\u6570\u306e\u65b9\u6cd5\u304c\u3042\u308a\u307e\u3059\u3002\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u3001\u63a8\u5968\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3001GPU\u30a2\u30af\u30bb\u30e9\u30ec\u30fc\u30b7\u30e7\u30f3\u306e\u5fc5\u8981\u6027\u306b\u5fdc\u3058\u3066\u3001\u9078\u629e\u3057\u3066\u304f\u3060\u3055\u3044\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u30aa\u30d7\u30b7\u30e7\u30f3A\uff1a\u30aa\u30e9\u30de\uff08\u6700\u901f\u30b9\u30bf\u30fc\u30c8\uff09<\/h3>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u516c\u5f0f\u30b5\u30a4\u30c8\u304b\u3089Ollama\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u307e\u3059\u3002.<\/li>\n\n\n\n<li>\u30e2\u30c7\u30eb\u3092\u5f15\u3063\u5f35\u308b: <code>ollama pull kimi-k2-thinking<\/code><\/li>\n\n\n\n<li>\u8d70\u308b\uff1a <code>\u30aa\u30e9\u30de\u30e9\u30f3\u30ad\u30df-K2-\u601d\u8003<\/code><\/li>\n<\/ol>\n\n\n\n<p>\u6ce8\u8a18: <a href=\"https:\/\/ollama.com\/library\/kimi-k2-thinking\" rel=\"nofollow noopener\" target=\"_blank\">\u30aa\u30e9\u30de\u56f3\u66f8\u9928\u306e\u30da\u30fc\u30b8<\/a> \u6b63\u78ba\u306a\u30e2\u30c7\u30eb\u540d\u30bf\u30b0\u3068\u5229\u7528\u53ef\u80fd\u306a\u91cf\u5b50\u5316\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u30aa\u30d7\u30b7\u30e7\u30f3 B: Unsloth (GPU \u30a2\u30af\u30bb\u30e9\u30ec\u30fc\u30b7\u30e7\u30f3 \u30c8\u30e9\u30f3\u30b9\u30d5\u30a9\u30fc\u30de\u30fc)<\/h3>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u30d5\u30a9\u30ed\u30fc\u3059\u308b <a href=\"https:\/\/docs.unsloth.ai\/models\/kimi-k2-thinking-how-to-run-locally\" rel=\"nofollow noopener\" target=\"_blank\">\u30a2\u30f3\u30b9\u30ed\u30fc\u30c8\u306e\u30ac\u30a4\u30c9<\/a> \u74b0\u5883\u8a2d\u5b9a\u7528\u3002.<\/li>\n\n\n\n<li>\u6700\u5c0f\u9650\u306e Python \u306e\u4f8b: <code>from transformers import AutoTokenizer, AutoModelForCausalLM import torch model_id = &quot;moonshotai\/Kimi-K2-Thinking&quot; tokenizer = AutoTokenizer.from_pretrained(model_id, trust_remote_code=True) model = AutoModelForCausalLM.from_pretrained( model_id, torch_dtype=torch.float16, device_map=&quot;auto&quot;, trust_remote_code=True ) prompt = &quot;\u91d1\u878d\u5206\u6790\u306b\u63a8\u8ad6\u6700\u9069\u5316LLM\u3092\u4f7f\u7528\u3059\u308b\u969b\u306e\u4e3b\u8981\u306a\u30c8\u30ec\u30fc\u30c9\u30aa\u30d5\u3092\u307e\u3068\u3081\u3066\u304f\u3060\u3055\u3044\u3002&quot; inputs = tokenizer(prompt, return_tensors=&quot;pt&quot;).to(model.device) outputs = model.generate(**inputs, max_new_tokens=300, temperature=0.3) print(tokenizer.decode(outputs[0], skip_special_tokens=True))<\/code><\/li>\n<\/ol>\n\n\n\n<p>\u6ce8: \u5fc5\u8981\u306a\u30e1\u30e2\u30ea\u91cf\u306f\u30e2\u30c7\u30eb\u306e\u30b5\u30a4\u30ba\u3068\u91cf\u5b50\u5316\u306b\u4f9d\u5b58\u3057\u307e\u3059\u3002\u30e1\u30e2\u30ea\u306b\u5236\u7d04\u304c\u3042\u308b\u5834\u5408\u306f4\u30d3\u30c3\u30c8\/8\u30d3\u30c3\u30c8\u8aad\u307f\u8fbc\u307f\u3092\u4f7f\u7528\u3059\u308b\u304b\u3001\u5341\u5206\u306aVRAM\u3092\u642d\u8f09\u3057\u305f\u30b3\u30f3\u30b7\u30e5\u30fc\u30de\u30fc\u5411\u3051GPU\u3092\u4f7f\u7528\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u306b\u3064\u3044\u3066\u306f\u3001Unsloth\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u53c2\u7167\u3057\u3066\u304f\u3060\u3055\u3044\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u30aa\u30d7\u30b7\u30e7\u30f3C\uff1a\u30cf\u30b0\u30d5\u30a7\u30a4\u30b9\u30c8\u30e9\u30f3\u30b9\u30d5\u30a9\u30fc\u30de\u30fc\uff08\u30d0\u30cb\u30e9\uff09<\/h3>\n\n\n\n<p>\u4e0a\u3068\u540c\u3058\u30d1\u30bf\u30fc\u30f3\u3092Unsloth\u7279\u6709\u306e\u52a0\u901f\u306a\u3057\u3067\u4f7f\u7528\u3057\u307e\u3059\u3002 <a href=\"https:\/\/huggingface.co\/moonshotai\/Kimi-K2-Thinking\" rel=\"nofollow noopener\" target=\"_blank\">\u30e2\u30c7\u30eb\u30ab\u30fc\u30c9<\/a> Moonshot AI \u304c\u63a8\u5968\u3059\u308b\u30c8\u30fc\u30af\u30ca\u30a4\u30b6\u30fc\u304a\u3088\u3073\u751f\u6210\u30d1\u30e9\u30e1\u30fc\u30bf\u3002.<\/p>\n\n\n\n<p>\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u306e\u30ea\u30de\u30a4\u30f3\u30c0\u30fc: \u5b9f\u7a3c\u50cd\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306b\u7d71\u5408\u3059\u308b\u524d\u306b\u3001\u5fc5\u305a\u30e2\u30c7\u30eb\u306e\u30e9\u30a4\u30bb\u30f3\u30b9\u3068\u4f7f\u7528\u76ee\u7684\u3092\u78ba\u8a8d\u3057\u3066\u304f\u3060\u3055\u3044\u3002.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u30ad\u30dfK2\u306e\u52b9\u679c\u7684\u306a\u601d\u8003\u3092\u4fc3\u3059<\/h2>\n\n\n\n<p>\u201c\u300c\u601d\u8003\u300d\u30e2\u30c7\u30eb\u306f\u3001\u591a\u304f\u306e\u5834\u5408\u3001\u9069\u5207\u306b\u7bc4\u56f2\u304c\u5b9a\u3081\u3089\u308c\u305f\u30bf\u30b9\u30af\u3068\u69cb\u9020\u5316\u3055\u308c\u305f\u51fa\u529b\u306b\u6700\u3082\u3088\u304f\u53cd\u5fdc\u3057\u307e\u3059\u3002.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u307e\u305a\u3001\u5bfe\u8c61\u8005\u3001\u9577\u3055\u3001\u5f62\u5f0f\u3001\u907f\u3051\u308b\u3079\u304d\u3053\u3068\u306a\u3069\u3001\u6b63\u78ba\u306a\u76ee\u6a19\u3068\u5236\u7d04\u3092\u8ff0\u3079\u307e\u3059\u3002.<\/li>\n\n\n\n<li>\u63a8\u6e2c\u3092\u6c42\u3081\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u95a2\u9023\u3059\u308b\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u307e\u305f\u306f\u4f8b\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002.<\/li>\n\n\n\n<li>\u81ea\u7531\u5f62\u5f0f\u306e\u6587\u7ae0\u3067\u306f\u306a\u304f\u3001\u69cb\u9020\u5316\u3055\u308c\u305f\u56de\u7b54 (\u7b87\u6761\u66f8\u304d\u3001JSON\u3001\u756a\u53f7\u4ed8\u304d\u30d7\u30e9\u30f3\u306a\u3069) \u3092\u6c42\u3081\u307e\u3059\u3002.<\/li>\n\n\n\n<li>\u5197\u9577\u6027\u3068\u5f85\u3061\u6642\u9593\u3092\u524a\u6e1b\u3059\u308b\u305f\u3081\u306b\u3001\u5fc5\u8981\u306a\u5834\u5408\u306b\u306e\u307f\u7c21\u6f54\u306a\u6839\u62e0\u3092\u8981\u6c42\u3057\u307e\u3059\uff08\u4f8b\uff1a\u300c\u9078\u629e\u306e\u7406\u7531\u3092\u7c21\u5358\u306b\u8aac\u660e\u3057\u3066\u304f\u3060\u3055\u3044\u300d\uff09\u3002.<\/li>\n\n\n\n<li>\u8a55\u4fa1\u306b\u306f\u6c7a\u5b9a\u8ad6\u7684\u30c7\u30b3\u30fc\u30c9\uff08\u6e29\u5ea6 0\uff5e0.3\u3001top_p 0.9\uff09\u3092\u8a2d\u5b9a\u3057\u3001\u8907\u96d1\u306a\u30bf\u30b9\u30af\u306b\u306f\u3088\u308a\u9ad8\u3044\u5236\u9650\uff08max_new_tokens\uff09\u3092\u8a2d\u5b9a\u3057\u307e\u3059\u3002.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8: \u69cb\u9020\u5316\u3055\u308c\u305f\u8a08\u753b<\/h3>\n\n\n\n<pre class=\"wp-block-code\"><code>\u30bf\u30b9\u30af\uff1a\u5b9f\u969b\u306e\u30e6\u30fc\u30b6\u30fc\u30bf\u30b9\u30af\u3092\u7528\u3044\u3066{\u88fd\u54c1\/\u30b5\u30fc\u30d3\u30b9}\u3092\u8a55\u4fa1\u3059\u308b\u305f\u3081\u306e5\u6bb5\u968e\u306e\u8a08\u753b\u3092\u4f5c\u6210\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\uff1a\u7cbe\u5ea6\u3001\u30ec\u30a4\u30c6\u30f3\u30b7\u3001\u30b3\u30b9\u30c8\u3092\u91cd\u8996\u3057\u307e\u3059\u3002\u5bfe\u8c61\u30e6\u30fc\u30b6\u30fc\u306f{\u5f79\u5272}\u3067\u3059\u3002\u5236\u7d04\uff1a- \u756a\u53f7\u4ed8\u304d\u306e\u30b9\u30c6\u30c3\u30d7\u3092\u63d0\u4f9b\u3059\u308b - \u5fc5\u8981\u306a\u6307\u6a19\u3068\u7c21\u5358\u306a\u63a1\u70b9\u57fa\u6e96\u3092\u8a18\u8f09\u3059\u308b - \u6839\u62e0\u309280\u8a9e\u4ee5\u5185\u306b\u3059\u308b \u51fa\u529b\u5f62\u5f0f\uff1a1) \u30b9\u30c6\u30c3\u30d7 2) \u6307\u6a19\u3068\u8a55\u4fa1\u57fa\u6e96 3) \u30ea\u30b9\u30af\u3068\u8efd\u6e1b\u7b56<\/code><\/pre>\n\n\n\n<h3 class=\"wp-block-heading\">\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8: \u30c7\u30fc\u30bf\u304b\u3089\u30c6\u30ad\u30b9\u30c8\u3078\u306e\u5206\u6790<\/h3>\n\n\n\n<pre class=\"wp-block-code\"><code>\u76ee\u6a19: \u4ee5\u4e0b\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u4e3b\u8981\u306a\u50be\u5411\u3092\u3001\u6280\u8853\u306b\u8a73\u3057\u304f\u306a\u3044\u95a2\u4fc2\u8005\u306b\u8aac\u660e\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u6982\u8981: {\u9ad8\u30ec\u30d9\u30eb\u306e\u7d71\u8a08\u30c7\u30fc\u30bf\u307e\u305f\u306f\u6570\u884c\u3092\u8cbc\u308a\u4ed8\u3051\u3066\u304f\u3060\u3055\u3044} \u8981\u4ef6: - 2\u6587\u306e\u8981\u7d04 - 3\u3064\u306e\u7b87\u6761\u66f8\u304d\u306e\u6d1e\u5bdf\uff08\u305d\u308c\u305e\u308c20\u8a9e\u4ee5\u5185\uff09 - \u30c7\u30fc\u30bf\u30c1\u30fc\u30e0\u3078\u306e\u30d5\u30a9\u30ed\u30fc\u30a2\u30c3\u30d7\u8cea\u554f1\u3064<\/code><\/pre>\n\n\n\n<h2 class=\"wp-block-heading\">\u518d\u73fe\u53ef\u80fd\u306a\u65b9\u6cd5\u3067Kimi K2\u306e\u601d\u8003\u3092\u8a55\u4fa1\u3059\u308b<\/h2>\n\n\n\n<p>\u6700\u8fd1\u306e\u30e1\u30c7\u30a3\u30a2\u306e\u898b\u51fa\u3057\u3067\u306f\u3001Kimi K2 Thinking\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306b\u95a2\u3059\u308b\u5927\u80c6\u306a\u4e3b\u5f35\u304c\u793a\u3055\u308c\u3066\u304a\u308a\u3001GPT-5\u3068\u306e\u6bd4\u8f03\u3082\u542b\u307e\u308c\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u4e3b\u5f35\u306f\u3001\u57f7\u7b46\u6642\u70b9\u3067\u306f\u67fb\u8aad\u6e08\u307f\u306e\u6587\u732e\u306b\u3088\u3063\u3066\u72ec\u7acb\u3057\u3066\u691c\u8a3c\u3055\u308c\u3066\u3044\u307e\u305b\u3093\u3002\u4fe1\u983c\u3067\u304d\u308b\u8a55\u4fa1\u3092\u5f97\u308b\u306b\u306f\u3001\u900f\u660e\u6027\u306e\u3042\u308b\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3068\u72ec\u81ea\u306e\u30bf\u30b9\u30af\u8a55\u4fa1\u3092\u512a\u5148\u3057\u3066\u304f\u3060\u3055\u3044\u3002.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u516c\u958b\u30d9\u30f3\u30c1\u30de\u30fc\u30af\uff1aMMLU\uff08\u5e83\u7fa9\u77e5\u8b58\uff09\u3001GSM8K\uff08\u6570\u5b66\uff09\u3001HumanEval\/MBPP\uff08\u30b3\u30fc\u30c9\uff09\u3001BBH\uff08\u63a8\u8ad6\uff09\u3002\u4e00\u8cab\u3057\u305f\u30c7\u30b3\u30fc\u30c9\u8a2d\u5b9a\u3092\u4f7f\u7528\u3057\u3066\u304f\u3060\u3055\u3044\u3002.<\/li>\n\n\n\n<li>\u672c\u756a\u74b0\u5883\u306b\u8fd1\u3044\u30bf\u30b9\u30af\uff1a\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3001\u30b9\u30bf\u30a4\u30eb\u30ac\u30a4\u30c9\u3001\u30a8\u30c3\u30b8\u30b1\u30fc\u30b9\u3002\u7cbe\u5ea6\u3001\u30ec\u30a4\u30c6\u30f3\u30b7\u3001\u30b3\u30b9\u30c8\u3092\u8ffd\u8de1\u3057\u307e\u3059\u3002.<\/li>\n\n\n\n<li>\u30d6\u30e9\u30a4\u30f3\u30c9\u6bd4\u8f03: \u540c\u3058\u30d7\u30ed\u30f3\u30d7\u30c8\u3001\u533f\u540d\u5316\u3055\u308c\u305f\u51fa\u529b\u3001\u4eba\u9593\u306e\u8a55\u4fa1\u8005\u3002.<\/li>\n\n\n\n<li>\u30c4\u30fc\u30eb\u62e1\u5f35\u30bf\u30b9\u30af: \u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3067\u53d6\u5f97\u307e\u305f\u306f\u95a2\u6570\u547c\u3073\u51fa\u3057\u3092\u4f7f\u7528\u3059\u308b\u5834\u5408\u306f\u3001\u305d\u308c\u3089\u3092\u30c6\u30b9\u30c8\u306b\u542b\u3081\u307e\u3059\u3002.<\/li>\n<\/ul>\n\n\n\n<p>\u8a55\u4fa1\u5b9f\u8df5\u306b\u95a2\u3059\u308b\u4fe1\u983c\u3067\u304d\u308b\u30ea\u30bd\u30fc\u30b9\u3068\u3057\u3066\u306f\u3001\u30b9\u30bf\u30f3\u30d5\u30a9\u30fc\u30c9\u5927\u5b66\u306eHELM\u306a\u3069\u306e\u5b66\u8853\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3084\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3001\u305d\u3057\u3066\u6cd5\u5b66\u4fee\u58eb\u8ab2\u7a0b\uff08LLM\uff09\u306e\u8a55\u4fa1\u306b\u95a2\u3059\u308b\u5e45\u5e83\u3044\u6587\u732e\u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002\u518d\u73fe\u6027\u3092\u78ba\u4fdd\u3059\u308b\u305f\u3081\u306b\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u3001\u8a2d\u5b9a\u3001\u30d0\u30fc\u30b8\u30e7\u30f3\u306f\u5e38\u306b\u6587\u66f8\u5316\u3057\u3066\u304f\u3060\u3055\u3044\u3002.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Ima Studio Arena\u3067\u306e\u4e26\u5217\u30c6\u30b9\u30c8<\/h2>\n\n\n\n<p>Ima Studio\u306f\u4e3b\u6d41\u306e\u751f\u6210\u30e2\u30c7\u30eb\u3092\u7d71\u5408\u3057\u3001\u30bf\u30b9\u30af\u306b\u9069\u3057\u305f\u30e2\u30c7\u30eb\u3092\u81ea\u52d5\u7684\u306b\u30eb\u30fc\u30c6\u30a3\u30f3\u30b0\u3057\u307e\u3059\u3002 <a href=\"https:\/\/imastudio.com\/arena\/review\">\u4eca\u30a2\u30ea\u30fc\u30ca<\/a>, \u3001\u540c\u3058\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u4f7f\u7528\u3057\u3066\u3001Kimi K2 Thinking \u3092\u4ed6\u306e\u63a8\u8ad6\u30e2\u30c7\u30eb\u3068\u6bd4\u8f03\u3057\u3001\u6700\u3082\u512a\u308c\u305f\u51fa\u529b\u306b\u6295\u7968\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002.<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u958b\u3051\u308b <a href=\"https:\/\/imastudio.com\/arena\/review\">\u4eca\u30a2\u30ea\u30fc\u30ca<\/a>.<\/li>\n\n\n\n<li>\u63a8\u8ad6\u30d7\u30ed\u30f3\u30d7\u30c8 (\u8a08\u753b\u3001\u8907\u6570\u30b9\u30c6\u30c3\u30d7\u306e QA\u3001\u307e\u305f\u306f\u30b3\u30fc\u30c9\u306e\u8aac\u660e) \u3092\u8cbc\u308a\u4ed8\u3051\u307e\u3059\u3002.<\/li>\n\n\n\n<li>\u30b3\u30f3\u30d1\u30ec\u30fc\u30bf \u30e2\u30c7\u30eb\u3092\u9078\u629e\u3057\u307e\u3059 (\u4f8b: DeepSeek-R1\u3001Llama 3.1 70B Instruct\u3001Qwen2.5 72B\u3001o3-mini\u3001\u307e\u305f\u306f\u305d\u306e\u4ed6\u306e\u5229\u7528\u53ef\u80fd\u306a\u30aa\u30d7\u30b7\u30e7\u30f3)\u3002.<\/li>\n\n\n\n<li>\u51fa\u529b\u3092\u751f\u6210\u3057\u3001\u30d6\u30e9\u30a4\u30f3\u30c9\u30ec\u30d3\u30e5\u30fc\u3092\u5b9f\u65bd\u3057\u307e\u3059\u3002\u54c1\u8cea\u3001\u5fe0\u5b9f\u6027\u3001\u660e\u78ba\u3055\u3092\u8a55\u4fa1\u3057\u307e\u3059\u3002.<\/li>\n\n\n\n<li>\u624b\u52d5\u9078\u629e\u3092\u30b9\u30ad\u30c3\u30d7\u3057\u305f\u5834\u5408\u3001Ima \u306f\u610f\u56f3\u306b\u57fa\u3065\u3044\u3066\u30c7\u30d5\u30a9\u30eb\u30c8\u3067\u9069\u5207\u306a\u30e2\u30c7\u30eb\u306b\u30eb\u30fc\u30c6\u30a3\u30f3\u30b0\u3067\u304d\u307e\u3059\u3002.<\/li>\n<\/ol>\n\n\n\n<p>\u30d2\u30f3\u30c8: \u6700\u3082\u52b9\u679c\u7684\u306a\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u518d\u5229\u7528\u53ef\u80fd\u306a\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u3068\u3057\u3066\u4fdd\u5b58\u3057\u307e\u3059\u3002 <a href=\"https:\/\/imastudio.com\/community\">\u4eca\u30b9\u30bf\u30b8\u30aa\u30b3\u30df\u30e5\u30cb\u30c6\u30a3<\/a> \u30c1\u30fc\u30e0\u306f\u30ef\u30f3\u30af\u30ea\u30c3\u30af\u3067\u518d\u5229\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u30ad\u30dfK2\u306e\u8003\u3048\u65b9\u3068\u5b9f\u884c\u65b9\u6cd5<\/h2>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>\u30bd\u30fc\u30b9<\/th><th>\u5f97\u3089\u308c\u308b\u3082\u306e<\/th><th>\u6ce8\u8a18<\/th><\/tr><\/thead><tbody><tr><td><a href=\"https:\/\/huggingface.co\/moonshotai\/Kimi-K2-Thinking\" rel=\"nofollow noopener\" target=\"_blank\">\u62b1\u304d\u3057\u3081\u308b\u9854<\/a><\/td><td>\u30e2\u30c7\u30eb\u30ab\u30fc\u30c9\u3001\u91cd\u91cf\/\u30c1\u30a7\u30c3\u30af\u30dd\u30a4\u30f3\u30c8\u3001\u4f7f\u7528\u4e0a\u306e\u6ce8\u610f<\/td><td>\u30e9\u30a4\u30bb\u30f3\u30b9\u3001\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u306e\u9577\u3055\u3001\u91cf\u5b50\u5316\u3092\u78ba\u8a8d\u3059\u308b<\/td><\/tr><tr><td><a href=\"https:\/\/moonshotai.github.io\/Kimi-K2\/thinking.html\" rel=\"nofollow noopener\" target=\"_blank\">\u30e0\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8<\/a><\/td><td>\u6982\u8981\u3068\u63a8\u5968\u8a2d\u5b9a<\/td><td>\u751f\u6210\u30d1\u30e9\u30e1\u30fc\u30bf\u306b\u3064\u3044\u3066\u306f\u516c\u5f0f\u30ac\u30a4\u30c0\u30f3\u30b9\u306b\u5f93\u3063\u3066\u304f\u3060\u3055\u3044<\/td><\/tr><tr><td><a href=\"https:\/\/docs.unsloth.ai\/models\/kimi-k2-thinking-how-to-run-locally\" rel=\"nofollow noopener\" target=\"_blank\">\u6020\u60f0\u306a<\/a><\/td><td>\u30ed\u30fc\u30ab\u30eb GPU \u30a2\u30af\u30bb\u30e9\u30ec\u30fc\u30b7\u30e7\u30f3 \u30ac\u30a4\u30c9<\/td><td>\u901f\u5ea6\/VRAM\u52b9\u7387\u306b\u512a\u308c\u3066\u3044\u307e\u3059<\/td><\/tr><tr><td><a href=\"https:\/\/ollama.com\/library\/kimi-k2-thinking\" rel=\"nofollow noopener\" target=\"_blank\">\u30aa\u30e9\u30de<\/a><\/td><td>1\u30b3\u30de\u30f3\u30c9\u306e\u30ed\u30fc\u30ab\u30eb\u30e9\u30f3\u30bf\u30a4\u30e0<\/td><td>\u63d0\u4f9b\u3055\u308c\u305f\u30e2\u30c7\u30eb\u30bf\u30b0\u3092\u4f7f\u7528\u3057\u3001\u91cf\u5b50\u5316\u30aa\u30d7\u30b7\u30e7\u30f3\u3092\u30c1\u30a7\u30c3\u30af\u3059\u308b<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\u30af\u30ea\u30a8\u30a4\u30bf\u30fc\u3068\u30c1\u30fc\u30e0\u306e\u305f\u3081\u306e\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u8abf\u67fb\u3068\u5206\u6790: \u69cb\u9020\u5316\u3055\u308c\u305f\u6982\u8981\u3001\u6bd4\u8f03\u30de\u30c8\u30ea\u30c3\u30af\u30b9\u3001\u304a\u3088\u3073\u30ea\u30b9\u30af\u8a55\u4fa1\u3002.<\/li>\n\n\n\n<li>\u88fd\u54c1\u3068\u904b\u7528: SOP \u306e\u751f\u6210\u3001\u30c6\u30b9\u30c8\u8a08\u753b\u306e\u8a2d\u8a08\u3001\u7c21\u6f54\u306a\u6839\u62e0\u3092\u4f34\u3046\u30a4\u30f3\u30b7\u30c7\u30f3\u30c8\u4e8b\u5f8c\u5206\u6790\u3002.<\/li>\n\n\n\n<li>\u30b3\u30f3\u30c6\u30f3\u30c4 \u30ef\u30fc\u30af\u30d5\u30ed\u30fc: \u30a2\u30a6\u30c8\u30e9\u30a4\u30f3\u3001\u5206\u985e\u6cd5\u3001\u53b3\u683c\u306a\u30b9\u30bf\u30a4\u30eb\u5236\u7d04\u306e\u3042\u308b\u7de8\u96c6\u30ab\u30ec\u30f3\u30c0\u30fc\u3002.<\/li>\n\n\n\n<li>\u8996\u899a+\u30c6\u30ad\u30b9\u30c8\u63a8\u8ad6\uff1a\u753b\u50cf\u306e\u8aac\u660e\u3001\u69cb\u9020\u5316\u3055\u308c\u305f\u5c5e\u6027\u306e\u62bd\u51fa\u3001\u7de8\u96c6\u306e\u8a08\u753b\u306a\u3069 <a href=\"https:\/\/imastudio.com\/ja\/chat-with-photo\">\u5199\u771f\u4ed8\u304d\u30c1\u30e3\u30c3\u30c8<\/a>.<\/li>\n\n\n\n<li>\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u81ea\u52d5\u5316:\u5404\u30b9\u30c6\u30c3\u30d7\u306b\u6700\u9069\u306a\u30e2\u30c7\u30eb\u306b\u30eb\u30fc\u30c6\u30a3\u30f3\u30b0\u3059\u308b\u30ce\u30fc\u30b3\u30fc\u30c9\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u69cb\u7bc9\u3057\u307e\u3059\u3002 <a href=\"https:\/\/imastudio.com\/ja\/blog\/create-ai-agent-guide\">AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u4f5c\u6210\u65b9\u6cd5<\/a>.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">\u4fe1\u983c\u6027\u306e\u9ad8\u3044\u51fa\u529b\u306e\u305f\u3081\u306e\u30d9\u30b9\u30c8\u30d7\u30e9\u30af\u30c6\u30a3\u30b9<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u306b\u57fa\u3065\u3044\u3066: \u4e00\u822c\u7684\u306a\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u4ee3\u308f\u308a\u306b\u3001\u95a2\u9023\u3059\u308b\u30b9\u30cb\u30da\u30c3\u30c8\u307e\u305f\u306f\u30c7\u30fc\u30bf\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002.<\/li>\n\n\n\n<li>\u51fa\u529b\u3092\u5236\u9650\u3057\u307e\u3059\u3002\u30c9\u30ea\u30d5\u30c8\u3092\u6e1b\u3089\u3059\u305f\u3081\u306b\u3001\u30c8\u30fc\u30af\u30f3\u3001\u30bb\u30af\u30b7\u30e7\u30f3\u3001\u304a\u3088\u3073\u8a31\u53ef\u3055\u308c\u305f\u5f62\u5f0f\u3092\u6307\u5b9a\u3057\u307e\u3059\u3002.<\/li>\n\n\n\n<li>\u7d99\u7d9a\u7684\u306b\u8a55\u4fa1\u3057\u307e\u3059\u3002\u30d0\u30fc\u30b8\u30e7\u30f3\u3068\u30d7\u30ed\u30f3\u30d7\u30c8\u5168\u4f53\u3067\u7cbe\u5ea6\u3068\u4e00\u8cab\u6027\u3092\u8ffd\u8de1\u3057\u307e\u3059\u3002.<\/li>\n\n\n\n<li>\u30ac\u30fc\u30c9\u30ec\u30fc\u30eb: \u6a5f\u5bc6\u30c7\u30fc\u30bf\u306e\u8981\u6c42\u3092\u907f\u3051\u3001Ima Arena \u306e\u4e8c\u6b21\u30c1\u30a7\u30c3\u30af\u307e\u305f\u306f\u4ee3\u66ff\u30e2\u30c7\u30eb\u3092\u4f7f\u7528\u3057\u3066\u91cd\u8981\u306a\u51fa\u529b\u3092\u691c\u8a3c\u3057\u307e\u3059\u3002.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">\u3088\u304f\u3042\u308b\u8cea\u554f<\/h2>\n\n\n\n<p>Kimi K2 Thinking \u306f\u300cGPT-5 \u306b\u52dd\u308b\u300d\u306e\u3067\u3057\u3087\u3046\u304b?<\/p>\n\n\n\n<p>\u4e00\u90e8\u306e\u30e1\u30c7\u30a3\u30a2\u8a18\u4e8b\u3067\u306f\u3001Kimi K2 Thinking\u3092\u30c8\u30c3\u30d7\u30af\u30e9\u30b9\u306e\u72ec\u81ea\u30e2\u30c7\u30eb\u3068\u6bd4\u8f03\u3057\u305f\u5f37\u529b\u306a\u4e3b\u5f35\u304c\u53d6\u308a\u4e0a\u3052\u3089\u308c\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u4e3b\u5f35\u306f\u3001\u67fb\u8aad\u3092\u53d7\u3051\u305f\u74b0\u5883\u3067\u72ec\u7acb\u3057\u3066\u691c\u8a3c\u3055\u308c\u3066\u3044\u307e\u305b\u3093\u3002\u610f\u601d\u6c7a\u5b9a\u306b\u304a\u3044\u3066\u306f\u3001\u4e0a\u8a18\u3067\u6982\u8aac\u3057\u305f\u3088\u3046\u306b\u3001\u3054\u81ea\u8eab\u306e\u30bf\u30b9\u30af\u8a55\u4fa1\u3068\u900f\u660e\u6027\u306e\u3042\u308b\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u306b\u4f9d\u62e0\u3057\u3066\u304f\u3060\u3055\u3044\u3002Kimi K2 Thinking\u306f\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u3067\u3059\u304b\uff1f<\/p>\n\n\n\n<p>\u5229\u7528\u53ef\u80fd\u72b6\u6cc1\u3068\u30e9\u30a4\u30bb\u30f3\u30b9\u306e\u8a73\u7d30\u306f\u3001 <a href=\"https:\/\/huggingface.co\/moonshotai\/Kimi-K2-Thinking\" rel=\"nofollow noopener\" target=\"_blank\">\u30cf\u30b0\u30d5\u30a7\u30a4\u30b9\u30e2\u30c7\u30eb\u30ab\u30fc\u30c9<\/a>. \u30e9\u30a4\u30bb\u30f3\u30b9\u3092\u78ba\u8a8d\u3057\u3001\u5546\u7528\u5229\u7528\u3001\u518d\u914d\u5e03\u6a29\u3001\u5e30\u5c5e\u8868\u793a\u8981\u4ef6\u3092\u78ba\u8a8d\u3057\u3066\u304f\u3060\u3055\u3044\u3002Kimi K2 Thinking\u3092Ima Studio\u306b\u7d71\u5408\u3067\u304d\u307e\u3059\u304b\uff1f<\/p>\n\n\n\n<p>Ima Studio\u306f\u4e3b\u6d41\u306e\u30e2\u30c7\u30eb\u3092\u96c6\u7d04\u3057\u3001\u6700\u9069\u306a\u30e2\u30c7\u30eb\u306b\u30bf\u30b9\u30af\u3092\u30eb\u30fc\u30c6\u30a3\u30f3\u30b0\u3067\u304d\u307e\u3059\u3002API\u307e\u305f\u306f\u91cd\u307f\u4ed8\u3051\u30a2\u30af\u30bb\u30b9\u3092\u304a\u6301\u3061\u306e\u5834\u5408\u306f\u3001\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306b\u63a5\u7d9a\u3057\u3066\u30c6\u30b9\u30c8\u3067\u304d\u307e\u3059\u3002 <a href=\"https:\/\/imastudio.com\/arena\/review\">\u4eca\u30a2\u30ea\u30fc\u30ca<\/a>. \u305d\u308c\u4ee5\u5916\u306e\u5834\u5408\u306f\u3001Arena \u3067\u5229\u7528\u53ef\u80fd\u306a\u63a8\u8ad6\u30e2\u30c7\u30eb\u3092\u76f4\u63a5\u6bd4\u8f03\u3057\u307e\u3059\u3002.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Ima Studio\u95a2\u9023\u306e\u30ea\u30bd\u30fc\u30b9<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/imastudio.com\/arena\/review\">Ima Arena\uff1a\u30e2\u30c7\u30eb\u6bd4\u8f03\u30ec\u30d3\u30e5\u30fc<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/imastudio.com\/community\">Ima\u30b3\u30df\u30e5\u30cb\u30c6\u30a3: \u30d7\u30ed\u30f3\u30d7\u30c8\u3068\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e\u7121\u6599\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/imastudio.com\/ja\/blog\/create-ai-agent-guide\">AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u4f5c\u6210\u65b9\u6cd5\uff08\u30b3\u30fc\u30c9\u4e0d\u8981\u3001\u7121\u6599\u30c4\u30fc\u30eb\uff09<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/imastudio.com\/ja\/blog\/best-ai-video-generator\">2025\u5e74\u6700\u9ad8\u306eAI\u52d5\u753b\u30b8\u30a7\u30cd\u30ec\u30fc\u30bf\u30fc\uff1aIma Studio\u3067\u306e\u5b9f\u6a5f\u30c6\u30b9\u30c8<\/a><\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">\u53c2\u8003\u6587\u732e\u3068\u53c2\u8003\u6587\u732e<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/huggingface.co\/moonshotai\/Kimi-K2-Thinking\" rel=\"nofollow noopener\" target=\"_blank\">\u30cf\u30b0\u30d5\u30a7\u30a4\u30b9\uff1a\u30ad\u30dfK2 \u601d\u8003\u30e2\u30c7\u30eb\u30ab\u30fc\u30c9<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/moonshotai.github.io\/Kimi-K2\/thinking.html\" rel=\"nofollow noopener\" target=\"_blank\">Moonshot AI: K2 Thinking \u30c9\u30ad\u30e5\u30e1\u30f3\u30c8<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/docs.unsloth.ai\/models\/kimi-k2-thinking-how-to-run-locally\" rel=\"nofollow noopener\" target=\"_blank\">\u30a2\u30f3\u30b9\u30ed\u30fc\u30c8\uff1a\u30ad\u30dfK2\u3092\u8d70\u308b \u30ed\u30fc\u30ab\u30eb\u601d\u8003<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/ollama.com\/library\/kimi-k2-thinking\" rel=\"nofollow noopener\" target=\"_blank\">\u30aa\u30e9\u30de: kimi-k2-thinking<\/a><\/li>\n\n\n\n<li>\u8a55\u4fa1\u306e\u5b9f\u8df5\u306b\u3064\u3044\u3066\uff1aMMLU\u3001GSM8K\u3001HumanEval\u3001BBH\u306a\u3069\u306e\u5b66\u8853\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3001\u30b9\u30bf\u30f3\u30d5\u30a9\u30fc\u30c9HELM\u306e\u3088\u3046\u306a\u8abf\u67fb\u30d7\u30ed\u30b8\u30a7\u30af\u30c8<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">\u7d50\u8ad6<\/h2>\n\n\n\n<p>Kimi K2 Thinking\u306f\u3001\u63a8\u8ad6\u306b\u7126\u70b9\u3092\u5f53\u3066\u305f\u6709\u671b\u306aLLM\u3067\u3059\u3002Ollama\u307e\u305f\u306fUnsloth\u3092\u4ecb\u3057\u3066\u30ed\u30fc\u30ab\u30eb\u3067\u5b9f\u884c\u3057\u3001\u72ec\u81ea\u306e\u30bf\u30b9\u30af\u3067\u53b3\u5bc6\u306b\u8a55\u4fa1\u3067\u304d\u307e\u3059\u3002\u8a3c\u62e0\u306b\u57fa\u3065\u304f\u610f\u601d\u6c7a\u5b9a\u3092\u884c\u3046\u306b\u306f\u3001\u4ed6\u306e\u30e2\u30c7\u30eb\u3068\u4e26\u3079\u3066\u6bd4\u8f03\u3057\u3066\u304f\u3060\u3055\u3044\u3002 <a href=\"https:\/\/imastudio.com\/arena\/review\">\u4eca\u30b9\u30bf\u30b8\u30aa\u30a2\u30ea\u30fc\u30ca<\/a>, \u3001\u52dd\u5229\u306e\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u4fdd\u5b58 <a href=\"https:\/\/imastudio.com\/community\">\u4eca\u30b3\u30df\u30e5\u30cb\u30c6\u30a3<\/a>, \u3001\u305d\u3057\u3066\u6700\u3082\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u9ad8\u3044\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306b\u7d71\u5408\u3057\u307e\u3059\u3002\u3053\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u306b\u3088\u308a\u3001\u691c\u8a3c\u3055\u308c\u3066\u3044\u306a\u3044\u4e3b\u5f35\u306b\u983c\u308b\u3053\u3068\u306a\u304f\u3001\u7cbe\u5ea6\u3001\u30ec\u30a4\u30c6\u30f3\u30b7\u30fc\u3001\u30b3\u30b9\u30c8\u306b\u304a\u3044\u3066\u76ee\u306b\u898b\u3048\u308b\u6210\u679c\u304c\u5f97\u3089\u308c\u307e\u3059\u3002.<\/p>","protected":false},"excerpt":{"rendered":"<p>Kimi K2 Thinking\u306f\u3001Moonshot 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