{"id":23097,"date":"2026-01-29T19:43:28","date_gmt":"2026-01-29T11:43:28","guid":{"rendered":"https:\/\/iwea.deeptracker.ai\/?p=23097"},"modified":"2026-01-29T19:47:16","modified_gmt":"2026-01-29T11:47:16","slug":"deepseek-ocr2-deep-dive-how-deploy","status":"publish","type":"post","link":"https:\/\/iwea.deeptracker.ai\/ja\/blog\/deepseek-ocr2-deep-dive-how-deploy\/","title":{"rendered":"DeepSeek OCR 2 \u5fb9\u5e95\u89e3\u8aac\uff1a\u8907\u96d1\u306a\u8868\u3084\u8907\u6570\u5217\u306e\u6587\u66f8\u3092\u6b63\u78ba\u306b\u62bd\u51fa\u3059\u308b\u65b9\u6cd5\uff08\u5b9f\u8df5\u30ac\u30a4\u30c9\uff09"},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"23097\" class=\"elementor elementor-23097\" data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"elementor-element elementor-element-511dc79e e-flex e-con-boxed e-con e-parent\" data-id=\"511dc79e\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1ed5e4a2 elementor-widget elementor-widget-text-editor\" data-id=\"1ed5e4a2\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t\n<p>1\u670827\u65e5\u3001DeepSeek\u306fOCR 2\u3092\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u30e2\u30c7\u30eb\u3068\u3057\u3066\u30ea\u30ea\u30fc\u30b9\u3057\u307e\u3057\u305f\u3002 <a href=\"https:\/\/huggingface.co\/deepseek-ai\/DeepSeek-OCR-2\" rel=\"nofollow noopener\" target=\"_blank\"><mark class=\"has-inline-color has-vivid-cyan-blue-color\" style=\"background-color: rgba(0, 0, 0, 0);\">\u6280\u8853\u30ec\u30dd\u30fc\u30c8<\/mark><\/a>\u3053\u308c\u306f\u3001AI\u304c\u8996\u899a\u30c7\u30fc\u30bf\u3092\u7406\u89e3\u3059\u308b\u65b9\u6cd5\u306b\u304a\u3051\u308b\u4f53\u7cfb\u7684\u306a\u5909\u5316\u3092\u8868\u3057\u3066\u3044\u308b\u3068\u79c1\u306f\u8003\u3048\u3066\u3044\u307e\u3059\u3002DeepSeek\u306f\u3001\u5358\u306b\u30d1\u30e9\u30e1\u30fc\u30bf\u6570\u3092\u5897\u3084\u3059\u306e\u3067\u306f\u306a\u304f\u3001\u5f93\u6765\u306e\u8996\u899a\u8a00\u8a9e\u30e2\u30c7\u30eb\uff08VLM\uff09\u306e\u9650\u754c\u3092\u8d85\u3048\u3066\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u5411\u4e0a\u3055\u305b\u308b\u305f\u3081\u306b\u3001\u6839\u672c\u7684\u306a\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u306e\u5909\u66f4\u306b\u91cd\u70b9\u3092\u7f6e\u304d\u307e\u3057\u305f\u3002<\/p>\n\n<h2 class=\"wp-block-heading\">DeepSeek OCR 2\u306f\u5358\u306a\u308b\u30c6\u30ad\u30b9\u30c8\u8a8d\u8b58\u4ee5\u4e0a\u306e\u3082\u306e<\/h2>\n\n<p>DeepSeek OCR 2\u306f\u300130\u5104\u306e\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u5099\u3048\u305f\u6b21\u4e16\u4ee3\u306e\u8996\u899a\u8a00\u8a9e\u30e2\u30c7\u30eb\u3067\u3059\u3002Tesseract\u3084\u57fa\u672c\u7684\u306a\u8996\u899a\u30e2\u30c7\u30eb\u3068\u3044\u3063\u305f\u5f93\u6765\u306e\u30c4\u30fc\u30eb\u3068\u306f\u5927\u304d\u304f\u7570\u306a\u308a\u307e\u3059\u3002OCR 2\u306f\u3001\u4ee5\u4e0b\u306e2\u3064\u306e\u76ee\u6a19\u3092\u91cd\u8996\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n<ul class=\"wp-block-list\">\n<li><strong>\u6b63\u3057\u3044\u8aad\u307f\u9806:<\/strong> \u8907\u6570\u5217\u306e\u30c6\u30ad\u30b9\u30c8\u3001\u811a\u6ce8\u3001\u304a\u3088\u3073\u30d8\u30c3\u30c0\u30fc\u3068\u672c\u6587\u306e\u95a2\u4fc2\u306e\u9069\u5207\u306a\u9806\u5e8f\u3092\u7dad\u6301\u3057\u307e\u3059\u3002<\/li>\n\n<li><strong>\u5b89\u5b9a\u3057\u305f\u30ec\u30a4\u30a2\u30a6\u30c8\u69cb\u9020:<\/strong> \u3053\u308c\u306b\u3088\u308a\u3001\u8868\u3001\u30ea\u30b9\u30c8\u3001\u6df7\u5408\u30b3\u30f3\u30c6\u30f3\u30c4\u304c\u4f7f\u7528\u53ef\u80fd\u306a\u69cb\u9020\u306b\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u3055\u308c\u307e\u3059\u3002<\/li>\n<\/ul>\n\n<p>\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u30a8\u30f3\u30c8\u30ea\u7528\u306e PDF \u30b9\u30ad\u30e3\u30f3\u3092\u51e6\u7406\u3057\u305f\u308a\u3001RAG \u30b7\u30b9\u30c6\u30e0\u306e\u30c7\u30fc\u30bf\u3092\u30af\u30ea\u30fc\u30f3\u30a2\u30c3\u30d7\u3057\u305f\u308a\u3001\u8907\u96d1\u306a\u8ca1\u52d9\u30ec\u30dd\u30fc\u30c8\u3092\u89e3\u6790\u3057\u305f\u308a\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u5834\u5408\u3001OCR 2 \u306f\u9ad8\u3044\u7cbe\u5ea6\u3068\u8ad6\u7406\u7684\u306a\u518d\u69cb\u7bc9\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/p>\n\n<h2 class=\"wp-block-heading\">\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u306e\u30a4\u30ce\u30d9\u30fc\u30b7\u30e7\u30f3: DeepSeek OCR 2 \u304c\u306a\u305c\u305d\u308c\u307b\u3069\u52b9\u7387\u7684\u306a\u306e\u304b?<\/h2>\n\n<h3 class=\"wp-block-heading\">CLIP\u3092\u8a00\u8a9e\u30e2\u30c7\u30eb\u306b\u7f6e\u304d\u63db\u3048\u308b<\/h3>\n\n<p>\u53e4\u3044\u8996\u899a\u30e2\u30c7\u30eb\u306e\u591a\u304f\u306f\u3001\u753b\u50cf\u51e6\u7406\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u3068\u3057\u3066CLIP\u3092\u4f7f\u7528\u3057\u3066\u3044\u307e\u3059\u3002CLIP\u306f\u753b\u50cf\u3068\u30c6\u30ad\u30b9\u30c8\u30e9\u30d9\u30eb\u3092\u5bfe\u5fdc\u4ed8\u3051\u308b\u305f\u3081\u306b\u8a2d\u8a08\u3055\u308c\u307e\u3057\u305f\u304c\u3001\u5bc6\u5ea6\u306e\u9ad8\u3044\u6587\u66f8\u5185\u306e\u7570\u306a\u308b\u90e8\u5206\u9593\u306e\u8ad6\u7406\u7684\u306a\u95a2\u4fc2\u3092\u7406\u89e3\u3059\u308b\u80fd\u529b\u304c\u6b20\u3051\u3066\u3044\u307e\u3057\u305f\u3002<\/p>\n\n<p><strong>\u30c7\u30a3\u30fc\u30d7\u30b7\u30fc\u30af <\/strong><strong>\u89e3\u6c7a<\/strong><strong>:<\/strong> \u5f7c\u3089\u306f <strong>\u30af\u30a6\u30a7\u30f32-0.5B<\/strong> (LLM \u30d9\u30fc\u30b9\u306e\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3) \u3092\u30d3\u30b8\u30e7\u30f3 \u30a8\u30f3\u30b3\u30fc\u30c0\u306e\u4e2d\u6838\u3068\u3057\u3066\u4f7f\u7528\u3057\u307e\u3059\u3002<\/p>\n\n<p><strong>\u30e1\u30ea\u30c3\u30c8:<\/strong> \u30a8\u30f3\u30b3\u30fc\u30c0\u30fc\u306f\u8a00\u8a9e\u30e2\u30c7\u30eb\u306b\u57fa\u3065\u3044\u3066\u3044\u308b\u305f\u3081\u3001\u8996\u899a\u30c8\u30fc\u30af\u30f3\u306f\u521d\u671f\u6bb5\u968e\u3067\u57fa\u672c\u7684\u306a\u63a8\u8ad6\u80fd\u529b\u3092\u5099\u3048\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u30e2\u30c7\u30eb\u306f\u3001\u3069\u306e\u30d4\u30af\u30bb\u30eb\u304c\u30d8\u30c3\u30c0\u30fc\u306b\u5c5e\u3057\u3001\u3069\u306e\u30d4\u30af\u30bb\u30eb\u304c\u30c6\u30fc\u30d6\u30eb\u5883\u754c\u306b\u5c5e\u3059\u308b\u304b\u3092\u8b58\u5225\u3067\u304d\u308b\u305f\u3081\u3001\u3088\u308a\u6b63\u78ba\u306a\u30c7\u30fc\u30bf\u51e6\u7406\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n<figure class=\"wp-block-image size-large\"><img fetchpriority=\"high\" decoding=\"async\" width=\"1024\" height=\"564\" class=\"wp-image-23098\" src=\"https:\/\/iwea.deeptracker.ai\/wp-content\/uploads\/2026\/01\/deepseek-deepencoder-v2-architecture-comparison-diagram-showing-lm-as-vision-encoder-and-visual-causal-flow-1024x564.webp\" alt=\"\" srcset=\"https:\/\/iwea.deeptracker.ai\/wp-content\/uploads\/2026\/01\/deepseek-deepencoder-v2-architecture-comparison-diagram-showing-lm-as-vision-encoder-and-visual-causal-flow-1024x564.webp 1024w, https:\/\/iwea.deeptracker.ai\/wp-content\/uploads\/2026\/01\/deepseek-deepencoder-v2-architecture-comparison-diagram-showing-lm-as-vision-encoder-and-visual-causal-flow-300x165.webp 300w, https:\/\/iwea.deeptracker.ai\/wp-content\/uploads\/2026\/01\/deepseek-deepencoder-v2-architecture-comparison-diagram-showing-lm-as-vision-encoder-and-visual-causal-flow-768x423.webp 768w, https:\/\/iwea.deeptracker.ai\/wp-content\/uploads\/2026\/01\/deepseek-deepencoder-v2-architecture-comparison-diagram-showing-lm-as-vision-encoder-and-visual-causal-flow-1536x846.webp 1536w, https:\/\/iwea.deeptracker.ai\/wp-content\/uploads\/2026\/01\/deepseek-deepencoder-v2-architecture-comparison-diagram-showing-lm-as-vision-encoder-and-visual-causal-flow-2048x1129.webp 2048w, https:\/\/iwea.deeptracker.ai\/wp-content\/uploads\/2026\/01\/deepseek-deepencoder-v2-architecture-comparison-diagram-showing-lm-as-vision-encoder-and-visual-causal-flow-18x10.webp 18w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n<h3 class=\"wp-block-heading\">DeepEncoder V2\u3068\u30d3\u30b8\u30e5\u30a2\u30eb\u56e0\u679c\u30d5\u30ed\u30fc<\/h3>\n\n<p>\u3053\u308c\u306fOCR 2\u306b\u304a\u3051\u308b\u6700\u3082\u91cd\u8981\u306a\u6280\u8853\u7684\u9032\u6b69\u3067\u3059\u3002\u591a\u304f\u306e\u30e2\u30c7\u30eb\u306f\u3001\u753b\u50cf\u3092\u5de6\u4e0a\u304b\u3089\u53f3\u4e0b\u3078\u306e\u56fa\u5b9a\u30b0\u30ea\u30c3\u30c9\u3067\u51e6\u7406\u3057\u307e\u3059\u3002\u3053\u306e\u56fa\u5b9a\u9806\u5e8f\u306f\u3001\u30e2\u30c7\u30eb\u304c\u8907\u96d1\u306a\u8868\u3084\u8907\u6570\u5217\u306e\u30da\u30fc\u30b8\u3092\u691c\u51fa\u3059\u308b\u3068\u3001\u3057\u3070\u3057\u3070\u30a8\u30e9\u30fc\u3092\u5f15\u304d\u8d77\u3053\u3057\u307e\u3059\u3002<\/p>\n\n<p><strong>\u30c7\u30a3\u30fc\u30d7\u30b7\u30fc\u30af <\/strong><strong>\u89e3\u6c7a<\/strong><strong>:<\/strong> \u5f7c\u3089\u306f\u4ed8\u3051\u52a0\u3048\u305f <strong>\u8996\u899a\u7684\u306a\u56e0\u679c\u30d5\u30ed\u30fc<\/strong> DeepEncoder V2 \u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u3078:<\/p>\n\n<ol class=\"wp-block-list\" start=\"1\">\n<li>\u30e2\u30c7\u30eb\u306f\u6700\u521d\u306b\u30da\u30fc\u30b8\u5168\u4f53\u306e\u30b0\u30ed\u30fc\u30d0\u30eb\u60c5\u5831\u3092\u53ce\u96c6\u3057\u307e\u3059\u3002<\/li>\n\n<li>\u5b66\u7fd2\u53ef\u80fd\u306a\u30af\u30a8\u30ea\u3092\u4f7f\u7528\u3057\u3066\u3001\u8996\u899a\u30c8\u30fc\u30af\u30f3\u3092\u4e26\u3079\u66ff\u3048\u307e\u3059\u3002<\/li>\n\n<li>\u3053\u306e\u8ad6\u7406\u7684\u306b\u6574\u7406\u3055\u308c\u305f\u30b7\u30fc\u30b1\u30f3\u30b9\u3092\u30c7\u30b3\u30fc\u30c0\u30fc\u306b\u9001\u4fe1\u3057\u3066\u30c6\u30ad\u30b9\u30c8\u3092\u751f\u6210\u3057\u307e\u3059\u3002<\/li>\n<\/ol>\n\n<p>\u3053\u308c\u306b\u3088\u308a\u3001\u30e2\u30c7\u30eb\u306f\u30c7\u30fc\u30bf\u306e\u5b9f\u969b\u306e\u610f\u5473\u306b\u57fa\u3065\u3044\u3066\u60c5\u5831\u3092\u53ce\u96c6\u3067\u304d\u307e\u3059\u3002\u60c5\u5831\u306f\u30a8\u30f3\u30b3\u30fc\u30c9\u6bb5\u968e\u3067\u30ec\u30a4\u30a2\u30a6\u30c8\u3068\u30bb\u30de\u30f3\u30c6\u30a3\u30af\u30b9\u306b\u57fa\u3065\u3044\u3066\u6574\u7406\u3055\u308c\u308b\u305f\u3081\u3001\u6700\u7d42\u7684\u306a\u51fa\u529b\u306f\u975e\u5e38\u306b\u5b89\u5b9a\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n<figure class=\"wp-block-table\">\n<table class=\"has-fixed-layout\">\n<tbody>\n<tr>\n<td>\u30e1\u30c8\u30ea\u30c3\u30af<\/td>\n<td>\u5f93\u6765\u306eOCR\u30e2\u30c7\u30eb<\/td>\n<td>\u30c7\u30a3\u30fc\u30d7\u30b7\u30fc\u30afOCR2<\/td>\n<\/tr>\n<tr>\n<td>\u8aad\u307f\u53d6\u308a\u9806\u5e8f\u30a8\u30e9\u30fc<\/td>\n<td>\u9ad8\u3044\uff08\u67f1\u3068\u306e\u683c\u95d8\uff09<\/td>\n<td>\u5927\u5e45\u306b\u4f4e\u4e0b\uff08\u7de8\u96c6\u8ddd\u96e2\u304c0.057\u306b\u4f4e\u4e0b\uff09<\/td>\n<\/tr>\n<tr>\n<td>\u30c8\u30fc\u30af\u30f3\u5727\u7e2e<\/td>\n<td>\u4f4e\uff08\u30da\u30fc\u30b8\u3042\u305f\u308a\u6570\u5343\u30c8\u30fc\u30af\u30f3\uff09<\/td>\n<td>\u975e\u5e38\u306b\u9ad8\u3044\uff081\u30da\u30fc\u30b8\u3042\u305f\u308a256\uff5e1120\u30c8\u30fc\u30af\u30f3\uff09<\/td>\n<\/tr>\n<tr>\n<td>\u5b89\u5b9a\u6027\/\u7cbe\u5ea6<\/td>\n<td>\u7e70\u308a\u8fd4\u3057\u3084\u9593\u9055\u3044\u304c\u8d77\u304d\u3084\u3059\u3044<\/td>\n<td>97% \u7cbe\u5ea6\uff0810\u500d\u5727\u7e2e\u6642\uff09<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/figure>\n\n<h3 class=\"wp-block-heading\">\u8996\u899a\u7684\u7b26\u53f7\u5316\u3092\u63a8\u8ad6\u3078\u3068\u79fb\u884c\u3059\u308b<\/h3>\n\n<p>\u5c02\u9580\u5bb6\u306fOCR 2\u3092\u300c\u8a00\u8a9e\u30e2\u30c7\u30eb\u99c6\u52d5\u578b\u30d3\u30b8\u30e7\u30f3\u30a8\u30f3\u30b3\u30fc\u30c0\u30fc\u300d\u3068\u8868\u73fe\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u306f\u3001\u30a8\u30f3\u30b3\u30fc\u30c0\u30fc\u304c\u57fa\u672c\u7684\u306a\u8996\u899a\u7684\u7279\u5fb4\u3092\u62bd\u51fa\u3059\u308b\u3060\u3051\u3067\u306a\u304f\u3001\u7a7a\u9593\u95a2\u4fc2\u3068\u69cb\u9020\u60c5\u5831\u306b\u91cd\u70b9\u3092\u7f6e\u3044\u3066\u3044\u308b\u3053\u3068\u3092\u610f\u5473\u3057\u307e\u3059\u3002<\/p>\n\n<p><strong>\u7d50\u679c\uff1a<\/strong><\/p>\n\n<p>OmniDocBench v1.5\u30d7\u30ed\u30d5\u30a7\u30c3\u30b7\u30e7\u30ca\u30eb\u30c6\u30b9\u30c8\u306b\u304a\u3044\u3066\u3001OCR 2\u306f91.09\u3068\u3044\u3046\u30b9\u30b3\u30a2\u3092\u9054\u6210\u3057\u307e\u3057\u305f\u3002\u3053\u308c\u306f\u524d\u30d0\u30fc\u30b8\u30e7\u30f3\u304b\u30893.73\u30dd\u30a4\u30f3\u30c8\u306e\u5411\u4e0a\u3067\u3059\u3002\u3053\u306e\u9032\u6b69\u306f\u4e3b\u306b\u3001\u8aad\u307f\u53d6\u308a\u9806\u5e8f\u306e\u7cbe\u5ea6\u3068\u8907\u96d1\u306a\u30ec\u30a4\u30a2\u30a6\u30c8\u306e\u51e6\u7406\u306b\u304a\u3044\u3066\u9855\u8457\u3067\u3057\u305f\u3002<\/p>\n\n<h2 class=\"wp-block-heading\">DeepSeek OCR 2\u306e\u4f7f\u3044\u65b9\uff1a3\u3064\u306e\u9ad8\u901f\u5c0e\u5165\u65b9\u6cd5<\/h2>\n\n<p>DeepSeek\u306fHugging Face\u306e\u30e2\u30c7\u30eb\u91cd\u307f\u3092\u516c\u958b\u3057\u307e\u3057\u305f\u3002\u5236\u4f5c\u3084\u7814\u7a76\u76ee\u7684\u3067\u30e2\u30c7\u30eb\u306b\u30a2\u30af\u30bb\u30b9\u3059\u308b\u306b\u306f\u3001\u4ee5\u4e0b\u306e3\u3064\u306e\u65b9\u6cd5\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n<h3 class=\"wp-block-heading\">\u65b9\u6cd51: FastFine-Tuning\u7d4c\u7531 <a href=\"https:\/\/unsloth.ai\/docs\/models\/deepseek-ocr-2\" rel=\"nofollow noopener\" target=\"_blank\"><mark class=\"has-inline-color has-vivid-cyan-blue-color\" style=\"background-color: rgba(0, 0, 0, 0);\">\u6020\u60f0\u306a<\/mark><\/a>\uff08\u63a8\u5968\uff09<\/h3>\n\n<p>Unsloth \u306f OCR 2 \u7528\u306b\u6700\u9069\u5316\u3055\u308c\u3066\u304a\u308a\u3001\u30e1\u30e2\u30ea\u4f7f\u7528\u91cf\u3092\u5927\u5e45\u306b\u524a\u6e1b\u3057\u307e\u3059\u3002<\/p>\n\n<pre class=\"wp-block-code\"><code><em>from unsloth import FastVisionModel import torch # \u30e2\u30c7\u30eb\u3092\u30ed\u30fc\u30c9\u3057\u307e\u3059 model, tokenizer = FastVisionModel.from_pretrained( &quot;unsloth\/DeepSeek-OCR-2&quot;, load_in_4bit = True, # \u30e1\u30e2\u30ea\u3092\u7bc0\u7d04\u3059\u308b\u305f\u3081\u306b4\u30d3\u30c3\u30c8\u91cf\u5b50\u5316\u3092\u4f7f\u7528\u3057\u307e\u3059 ) # \u30d7\u30ed\u30f3\u30d7\u30c8\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8 prompt = &quot; \\n&lt;|grounding|&gt;\u3053\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092 Markdown \u306b\u5909\u63db\u3057\u3001\u3059\u3079\u3066\u306e\u8868\u3092\u62bd\u51fa\u3057\u3066\u304f\u3060\u3055\u3044\u3002&quot;<\/em><\/code><\/pre>\n\n<h3 class=\"wp-block-heading\">\u65b9\u6cd52: vLLM\u306b\u3088\u308b\u9ad8\u6027\u80fd\u63a8\u8ad6<\/h3>\n\n<p>\u3053\u308c\u306f\u3001\u4e00\u5ea6\u306b\u591a\u6570\u306e\u30ea\u30af\u30a8\u30b9\u30c8\u3092\u51e6\u7406\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u7d44\u7e54\u306b\u3068\u3063\u3066\u6700\u9069\u306a\u9078\u629e\u80a2\u3067\u3059\u3002<\/p>\n\n<ul class=\"wp-block-list\">\n<li><strong>\u8a2d\u5b9a\uff1a<\/strong> DeepSeek\u3067\u306f\u3001 <em><code>\u6e29\u5ea6<\/code><\/em> \u6700\u3082\u4e00\u8cab\u3057\u305f\u7d50\u679c\u3092\u5f97\u308b\u306b\u306f 0.0 \u306b\u8a2d\u5b9a\u3057\u307e\u3059\u3002<\/li>\n\n<li><strong>\u8a00\u8a9e\u30b5\u30dd\u30fc\u30c8:<\/strong> \u30d7\u30ed\u30f3\u30d7\u30c8\u3067\u30bf\u30fc\u30b2\u30c3\u30c8\u8a00\u8a9e\u3092\u6307\u5b9a\u3067\u304d\u307e\u3059\u3002100\u4ee5\u4e0a\u306e\u8a00\u8a9e\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u307e\u3059\u3002<\/li>\n<\/ul>\n\n<h3 class=\"wp-block-heading\">\u65b9\u6cd53\uff1a\u6a19\u6e96\u7684\u306a\u30cf\u30b0\u30d5\u30a7\u30a4\u30b9\u30c8\u30e9\u30f3\u30b9\u30d5\u30a9\u30fc\u30de\u30fc<\/h3>\n\n<p>\u67d4\u8edf\u6027\u3092\u6700\u5927\u9650\u306b\u9ad8\u3081\u308b\u306b\u306f\u3001\u6a19\u6e96\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u4f7f\u7528\u3057\u307e\u3059\u3002<\/p>\n\n<ol class=\"wp-block-list\" start=\"1\">\n<li>\u8981\u4ef6\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u307e\u3059: <em><code>pip \u30c8\u30e9\u30f3\u30b9\u30d5\u30a9\u30fc\u30de\u30fc\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb einops addict easydict<\/code><\/em>.<\/li>\n\n<li>\u30e2\u30c7\u30eb\u3092\u30ed\u30fc\u30c9\u3057\u307e\u3059\u3002 <em><code>AutoModel.from_pretrained(&quot;deepseek-ai\/DeepSeek-OCR-2&quot;, trust_remote_code=True)<\/code><\/em>.<\/li>\n<\/ol>\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p><strong>\u30d2\u30f3\u30c8\uff1a<\/strong> \u50be\u3044\u305f\u30b9\u30ad\u30e3\u30f3\u3092\u51e6\u7406\u3059\u308b\u5834\u5408\u3001\u753b\u50cf\u3092 0.5 \u5ea6\u56de\u8ee2\u3055\u305b\u3066\u307e\u3063\u3059\u3050\u306b\u3059\u308b\u3053\u3068\u3067\u3001\u30e2\u30c7\u30eb\u304c\u3055\u3089\u306b\u512a\u308c\u305f\u7d50\u679c\u3092\u751f\u6210\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<\/blockquote>\n\n<p>AI\u696d\u754c\u3092\u9577\u5e74\u89b3\u5bdf\u3057\u3066\u304d\u305f\u7d4c\u9a13\u304b\u3089\u3001DeepSeek\u306f\u30b3\u30a2\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u6700\u9069\u5316\u306b\u304a\u3044\u3066\u5e38\u306b\u5148\u99c6\u8005\u3068\u3057\u3066\u6d3b\u52d5\u3057\u3066\u304d\u307e\u3057\u305f\u3002\u79c1\u306f\u3001\u5f7c\u3089\u306e <a href=\"https:\/\/iwea.deeptracker.ai\/ja\/blog\/deepseek-ocr-vision-language-model\/\"><mark class=\"has-inline-color has-vivid-cyan-blue-color\" style=\"background-color: rgba(0, 0, 0, 0);\">\u6700\u521d\u306eOCR\u30e2\u30c7\u30eb<\/mark><\/a> 2025\u5e7410\u6708\u306b\u306f\u3059\u3067\u306b\u52b9\u7387\u6027\u5411\u4e0a\u306e\u305f\u3081\u306b\u30c8\u30fc\u30af\u30f3\u5727\u7e2e\u3092\u63a1\u7528\u3057\u3066\u3044\u307e\u3057\u305f\u3002<\/p>\n\n<p>OCR 2\u306f\u5358\u306a\u308b\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u30a2\u30c3\u30d7\u30c7\u30fc\u30c8\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002AI\u304c\u8996\u899a\u30ed\u30b8\u30c3\u30af\u3092\u51e6\u7406\u3059\u308b\u65b9\u6cd5\u306b\u6839\u672c\u7684\u306a\u5909\u5316\u3092\u3082\u305f\u3089\u3057\u307e\u3059\u3002\u8996\u899a\u30a8\u30f3\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u306b\u8a00\u8a9e\u30e2\u30c7\u30eb\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3092\u7528\u3044\u308b\u3053\u3068\u3067\u3001DeepSeek\u306fAI\u304c\u8907\u96d1\u306a\u30c7\u30fc\u30bf\u3092\u7406\u89e3\u3059\u308b\u6df1\u5ea6\u3092\u5411\u4e0a\u3055\u305b\u307e\u3057\u305f\u3002\u3053\u308c\u3089\u306e\u53d6\u308a\u7d44\u307f\u306f\u3001AI\u306e\u9ad8\u3044\u5148\u9032\u6027\u3092\u793a\u3059\u3082\u306e\u3060\u3068\u79c1\u306f\u8003\u3048\u3066\u3044\u307e\u3059\u3002\u57fa\u790e\u30ec\u30d9\u30eb\u3067\u60c5\u5831\u3092\u6574\u7406\u3059\u308b\u3053\u306e\u624b\u6cd5\u306b\u3088\u308a\u3001AI\u306f\u4eba\u9593\u306e\u8ad6\u7406\u306b\u8fd1\u3044\u65b9\u6cd5\u3067\u8aad\u307f\u53d6\u308b\u3053\u3068\u304c\u3067\u304d\u3001\u5c06\u6765\u306e\u6b63\u78ba\u306a\u30c7\u30fc\u30bf\u62bd\u51fa\u306e\u305f\u3081\u306e\u65b0\u305f\u306a\u57fa\u6e96\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>1\u670827\u65e5\u3001DeepSeek\u306fOCR 2\u3092\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u30e2\u30c7\u30eb\u3068\u3057\u3066\u30ea\u30ea\u30fc\u30b9\u3057\u307e\u3057\u305f\u3002\u540c\u793e\u306e\u6280\u8853\u30ec\u30dd\u30fc\u30c8\u3092\u5206\u6790\u3057\u305f\u7d50\u679c\u3001\u3053\u308c\u306fAI\u306b\u3088\u308b\u8996\u899a\u30c7\u30fc\u30bf\u306e\u7406\u89e3\u65b9\u6cd5\u306b\u304a\u3051\u308b\u4f53\u7cfb\u7684\u306a\u5909\u5316\u3092\u8c61\u5fb4\u3057\u3066\u3044\u308b\u3068\u8003\u3048\u3066\u3044\u307e\u3059\u3002DeepSeek\u306f\u3001\u5358\u306b\u30d1\u30e9\u30e1\u30fc\u30bf\u6570\u3092\u5897\u3084\u3059\u306e\u3067\u306f\u306a\u304f\u3001\u5f93\u6765\u306e\u8996\u899a\u8a00\u8a9e\u30e2\u30c7\u30eb\uff08VLM\uff09\u306e\u9650\u754c\u3092\u8d85\u3048\u3066\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u5411\u4e0a\u3055\u305b\u308b\u305f\u3081\u306b\u3001\u6839\u672c\u7684\u306a\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u306e\u5909\u66f4\u306b\u6ce8\u529b\u3057\u307e\u3057\u305f\u3002DeepSeek OCR 2\u306f\u5358\u306a\u308b\u30c6\u30ad\u30b9\u30c8\u8a8d\u8b58\u306b\u3068\u3069\u307e\u308a\u307e\u305b\u3093\u3002DeepSeek OCR 2\u306f\u300130\u5104\u306e\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u5099\u3048\u305f\u6b21\u4e16\u4ee3\u306e\u8996\u899a\u8a00\u8a9e\u30e2\u30c7\u30eb\u3067\u3059\u3002Tesseract\u3084\u57fa\u672c\u7684\u306a\u8996\u899a\u30e2\u30c7\u30eb\u306a\u3069\u306e\u5f93\u6765\u306e\u30c4\u30fc\u30eb\u3068\u306f\u5927\u304d\u304f\u7570\u306a\u308a\u307e\u3059\u3002OCR 2\u306f\u30012\u3064\u306e\u5177\u4f53\u7684\u306a\u76ee\u6a19\u3092\u512a\u5148\u3057\u3066\u3044\u307e\u3059\u3002\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3078\u306e\u5165\u529b\u306e\u305f\u3081\u306bPDF\u30b9\u30ad\u30e3\u30f3\u3092\u51e6\u7406\u3059\u308b\u5834\u5408\u3001RAG\u30b7\u30b9\u30c6\u30e0\u7528\u306e\u30c7\u30fc\u30bf\u30af\u30ea\u30fc\u30cb\u30f3\u30b0\u3092\u884c\u3046\u5834\u5408\u3001\u3042\u308b\u3044\u306f[\u2026]<\/p>","protected":false},"author":25,"featured_media":23099,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[138],"tags":[],"class_list":["post-23097","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog"],"acf":[],"_links":{"self":[{"href":"https:\/\/iwea.deeptracker.ai\/ja\/wp-json\/wp\/v2\/posts\/23097","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/iwea.deeptracker.ai\/ja\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/iwea.deeptracker.ai\/ja\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/iwea.deeptracker.ai\/ja\/wp-json\/wp\/v2\/users\/25"}],"replies":[{"embeddable":true,"href":"https:\/\/iwea.deeptracker.ai\/ja\/wp-json\/wp\/v2\/comments?post=23097"}],"version-history":[{"count":0,"href":"https:\/\/iwea.deeptracker.ai\/ja\/wp-json\/wp\/v2\/posts\/23097\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/iwea.deeptracker.ai\/ja\/wp-json\/wp\/v2\/media\/23099"}],"wp:attachment":[{"href":"https:\/\/iwea.deeptracker.ai\/ja\/wp-json\/wp\/v2\/media?parent=23097"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/iwea.deeptracker.ai\/ja\/wp-json\/wp\/v2\/categories?post=23097"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/iwea.deeptracker.ai\/ja\/wp-json\/wp\/v2\/tags?post=23097"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}