{"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\/ko\/blog\/deepseek-ocr2-deep-dive-how-deploy\/","title":{"rendered":"DeepSeek OCR 2 \uc2ec\uce35 \ubd84\uc11d: \ubcf5\uc7a1\ud55c \ud45c\uc640 \ub2e4\uc911 \uc5f4 \ubb38\uc11c\ub97c \uc815\ud655\ud558\uac8c \ucd94\ucd9c\ud558\ub294 \ubc29\ubc95(\uc2e4\uc6a9 \uac00\uc774\ub4dc)"},"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\uc6d4 27\uc77c, DeepSeek\uc740 OCR 2\ub97c \uc624\ud508 \uc18c\uc2a4 \ubaa8\ub378\ub85c \uacf5\uac1c\ud588\uc2b5\ub2c8\ub2e4. DeepSeek\uc740 OCR 2\ub97c \ubd84\uc11d\ud55c \uacb0\uacfc, <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);\">\uae30\uc220 \ubcf4\uace0\uc11c<\/mark><\/a>\uc800\ub294 \uc774\uac83\uc774 AI\uac00 \uc2dc\uac01 \ub370\uc774\ud130\ub97c \uc774\ud574\ud558\ub294 \ubc29\uc2dd\uc5d0 \uc788\uc5b4 \uccb4\uacc4\uc801\uc778 \ubcc0\ud654\ub97c \ub098\ud0c0\ub0b8\ub2e4\uace0 \uc0dd\uac01\ud569\ub2c8\ub2e4. DeepSeek\uc740 \ub2e8\uc21c\ud788 \ub9e4\uac1c\ubcc0\uc218 \uac1c\uc218\ub97c \ub298\ub9ac\ub294 \ub300\uc2e0, \uae30\uc874\uc758 \uc2dc\uac01-\uc5b8\uc5b4 \ubaa8\ub378(VLM)\uc758 \ud55c\uacc4\ub97c \ub6f0\uc5b4\ub118\ub294 \uc131\ub2a5 \ud5a5\uc0c1\uc744 \uc704\ud574 \uadfc\ubcf8\uc801\uc778 \uc544\ud0a4\ud14d\ucc98 \ubcc0\uacbd\uc5d0 \uc9d1\uc911\ud588\uc2b5\ub2c8\ub2e4.<\/p>\n\n<h2 class=\"wp-block-heading\">DeepSeek OCR 2\ub294 \ub2e8\uc21c\ud55c \ud14d\uc2a4\ud2b8 \uc778\uc2dd \uadf8 \uc774\uc0c1\uc785\ub2c8\ub2e4.<\/h2>\n\n<p>DeepSeek OCR 2\ub294 30\uc5b5 \uac1c\uc758 \ud30c\ub77c\ubbf8\ud130\ub97c \uac00\uc9c4 \ucc28\uc138\ub300 \ube44\uc804-\uc5b8\uc5b4 \ubaa8\ub378\uc785\ub2c8\ub2e4. Tesseract\ub098 \uae30\ubcf8\uc801\uc778 \uc2dc\uac01 \ubaa8\ub378\uacfc \uac19\uc740 \uae30\uc874 \ub3c4\uad6c\uc640\ub294 \ud655\uc5f0\ud788 \ub2e4\ub985\ub2c8\ub2e4. OCR 2\ub294 \ub450 \uac00\uc9c0 \ud2b9\uc815 \ubaa9\ud45c\ub97c \uc6b0\uc120\uc2dc\ud569\ub2c8\ub2e4.<\/p>\n\n<ul class=\"wp-block-list\">\n<li><strong>\uc62c\ubc14\ub978 \uc77d\uae30 \uc21c\uc11c:<\/strong> \uc774 \uae30\ub2a5\uc740 \ub2e4\ub2e8 \ud14d\uc2a4\ud2b8, \uac01\uc8fc, \uadf8\ub9ac\uace0 \uc81c\ubaa9\uacfc \ubcf8\ubb38 \ud14d\uc2a4\ud2b8 \uac04\uc758 \uad00\uacc4\ub97c \uc62c\ubc14\ub978 \uc21c\uc11c\ub85c \uc720\uc9c0\ud569\ub2c8\ub2e4.<\/li>\n\n<li><strong>\uc548\uc815\uc801\uc778 \ub808\uc774\uc544\uc6c3 \uad6c\uc870:<\/strong> \uc774 \uae30\ub2a5\uc740 \ud45c, \ubaa9\ub85d \ubc0f \ud63c\ud569 \ucf58\ud150\uce20\ub97c \uc0ac\uc6a9 \uac00\ub2a5\ud55c \uad6c\uc870\ub85c \ud3ec\ub9f7\ud305\ud574 \uc90d\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n<p>\ub370\uc774\ud130\ubca0\uc774\uc2a4 \uc785\ub825\uc744 \uc704\ud574 PDF \uc2a4\uce94 \ud30c\uc77c\uc744 \ucc98\ub9ac\ud558\uac70\ub098, RAG \uc2dc\uc2a4\ud15c\uc6a9 \ub370\uc774\ud130\ub97c \uc815\ub9ac\ud558\uac70\ub098, \ubcf5\uc7a1\ud55c \uc7ac\ubb34 \ubcf4\uace0\uc11c\ub97c \ubd84\uc11d\ud574\uc57c \ud558\ub294 \uacbd\uc6b0 OCR 2\ub294 \ub192\uc740 \uc218\uc900\uc758 \uc815\ud655\ub3c4\uc640 \ub17c\ub9ac\uc801 \uc7ac\uad6c\uc131 \uae30\ub2a5\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n\n<h2 class=\"wp-block-heading\">\uc544\ud0a4\ud14d\ucc98 \ud601\uc2e0: DeepSeek OCR 2\uac00 \uadf8\ud1a0\ub85d \ud6a8\uc728\uc801\uc778 \uc774\uc720\ub294 \ubb34\uc5c7\uc77c\uae4c\uc694?<\/h2>\n\n<h3 class=\"wp-block-heading\">CLIP\uc744 \uc5b8\uc5b4 \ubaa8\ub378\ub85c \ub300\uccb4\ud558\uae30<\/h3>\n\n<p>\ub300\ubd80\ubd84\uc758 \uae30\uc874 \uc2dc\uac01 \ubaa8\ub378\uc740 \uc774\ubbf8\uc9c0 \ucc98\ub9ac \uad6c\uc131 \uc694\uc18c\ub85c CLIP\uc744 \uc0ac\uc6a9\ud569\ub2c8\ub2e4. CLIP\uc740 \uc774\ubbf8\uc9c0\uc640 \ud14d\uc2a4\ud2b8 \ub808\uc774\ube14\uc744 \ub9e4\uce6d\ud558\ub3c4\ub85d \uc124\uacc4\ub418\uc5c8\uc9c0\ub9cc, \ub0b4\uc6a9\uc774 \ube7d\ube7d\ud558\uac8c \ub2f4\uae34 \ubb38\uc11c\uc758 \uac01 \ubd80\ubd84 \uac04\uc758 \ub17c\ub9ac\uc801 \uad00\uacc4\ub97c \uc774\ud574\ud558\ub294 \ub370\ub294 \ud55c\uacc4\uac00 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n<p><strong>\ub525\uc2dc\ud06c <\/strong><strong>\ud574\uacb0\ucc45<\/strong><strong>:<\/strong> \uadf8\ub4e4\uc740 \uc0ac\uc6a9\ud588\ub2e4 <strong>\ud018\uc7782-0.5B<\/strong> \ube44\uc804 \uc778\ucf54\ub354\uc758 \ud575\uc2ec\uc73c\ub85c\ub294 (LLM \uae30\ubc18 \uc544\ud0a4\ud14d\ucc98)\uac00 \uc0ac\uc6a9\ub429\ub2c8\ub2e4.<\/p>\n\n<p><strong>\uc7a5\uc810:<\/strong> \uc778\ucf54\ub354\ub294 \uc5b8\uc5b4 \ubaa8\ub378\uc744 \uae30\ubc18\uc73c\ub85c \ud558\uae30 \ub54c\ubb38\uc5d0 \uc2dc\uac01\uc801 \ud1a0\ud070\uc740 \ucd08\uae30 \ub2e8\uacc4\uc5d0\uc11c \uae30\ubcf8\uc801\uc778 \ucd94\ub860 \ub2a5\ub825\uc744 \uac16\uc2b5\ub2c8\ub2e4. \uc774 \ubaa8\ub378\uc740 \uc5b4\ub5a4 \ud53d\uc140\uc774 \ud5e4\ub354\uc5d0 \uc18d\ud558\uace0 \uc5b4\ub5a4 \ud53d\uc140\uc774 \ud14c\uc774\ube14 \uacbd\uacc4\uc5d0 \uc18d\ud558\ub294\uc9c0 \uc2dd\ubcc4\ud560 \uc218 \uc788\uc5b4 \ub354\uc6b1 \uc815\ud655\ud55c \ub370\uc774\ud130 \ucc98\ub9ac\uac00 \uac00\ub2a5\ud569\ub2c8\ub2e4.<\/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 \ubc0f \uc2dc\uac01\uc801 \uc778\uacfc \ud750\ub984<\/h3>\n\n<p>\uc774\ub294 OCR 2\uc5d0\uc11c \uac00\uc7a5 \uc911\uc694\ud55c \uae30\uc220\uc801 \ud601\uc2e0\uc785\ub2c8\ub2e4. \ub9ce\uc740 \ubaa8\ub378\uc774 \uc67c\ucabd \uc704\uc5d0\uc11c \uc624\ub978\ucabd \uc544\ub798\ub85c \uace0\uc815\ub41c \uaca9\uc790 \uc21c\uc11c\ub85c \uc774\ubbf8\uc9c0\ub97c \ucc98\ub9ac\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uace0\uc815\ub41c \uc21c\uc11c\ub294 \ubaa8\ub378\uc774 \ubcf5\uc7a1\ud55c \ud45c\ub098 \uc5ec\ub7ec \uc5f4\ub85c \uad6c\uc131\ub41c \ud398\uc774\uc9c0\ub97c \ub9cc\ub0a0 \ub54c \uc624\ub958\ub97c \ubc1c\uc0dd\uc2dc\ud0a4\ub294 \uacbd\uc6b0\uac00 \ub9ce\uc2b5\ub2c8\ub2e4.<\/p>\n\n<p><strong>\ub525\uc2dc\ud06c <\/strong><strong>\ud574\uacb0\ucc45<\/strong><strong>:<\/strong> \uadf8\ub4e4\uc740 \ub367\ubd99\uc600\ub2e4 <strong>\uc2dc\uac01\uc801 \uc778\uacfc \ud750\ub984<\/strong> DeepEncoder V2 \uad6c\uc131 \uc694\uc18c\ub85c:<\/p>\n\n<ol class=\"wp-block-list\" start=\"1\">\n<li>\uc774 \ubaa8\ub378\uc740 \uba3c\uc800 \ud398\uc774\uc9c0 \uc804\uccb4\uc758 \uc804\uc5ed \uc815\ubcf4\ub97c \uc218\uc9d1\ud569\ub2c8\ub2e4.<\/li>\n\n<li>\uc774 \uc2dc\uc2a4\ud15c\uc740 \ud559\uc2b5 \uac00\ub2a5\ud55c \ucffc\ub9ac\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc2dc\uac01\uc801 \ud1a0\ud070\uc758 \uc21c\uc11c\ub97c \uc7ac\uc815\ub82c\ud569\ub2c8\ub2e4.<\/li>\n\n<li>\uc774 \uc2dc\uc2a4\ud15c\uc740 \ub17c\ub9ac\uc801\uc73c\ub85c \uad6c\uc131\ub41c \uc21c\uc11c\ub97c \ub514\ucf54\ub354\ub85c \ubcf4\ub0b4 \ud14d\uc2a4\ud2b8\ub97c \uc0dd\uc131\ud569\ub2c8\ub2e4.<\/li>\n<\/ol>\n\n<p>\uc774\ub97c \ud1b5\ud574 \ubaa8\ub378\uc740 \ub370\uc774\ud130\uc758 \uc2e4\uc81c \uc758\ubbf8\ub97c \uae30\ubc18\uc73c\ub85c \uc815\ubcf4\ub97c \uc218\uc9d1\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc778\ucf54\ub529 \ub2e8\uacc4\uc5d0\uc11c \uc815\ubcf4\uac00 \ub808\uc774\uc544\uc6c3\uacfc \uc758\ubbf8\ub860\uc5d0 \ub530\ub77c \uad6c\uc131\ub418\ubbc0\ub85c \ucd5c\uc885 \ucd9c\ub825\uc740 \ub9e4\uc6b0 \uc548\uc815\uc801\uc785\ub2c8\ub2e4.<\/p>\n\n<figure class=\"wp-block-table\">\n<table class=\"has-fixed-layout\">\n<tbody>\n<tr>\n<td>\ubbf8\ud130\ubc95<\/td>\n<td>\uae30\uc874 OCR \ubaa8\ub378<\/td>\n<td>DeepSeek OCR 2<\/td>\n<\/tr>\n<tr>\n<td>\uc77d\uae30 \uc21c\uc11c \uc624\ub958<\/td>\n<td>\ub192\uc74c (\uae30\ub465\uc744 \ub2e4\ub8e8\ub294 \ub370 \uc5b4\ub824\uc6c0\uc744 \uacaa\uc74c)<\/td>\n<td>\uc0c1\ub2f9\ud788 \ub0ae\uc544\uc9d0 (\ud3b8\uc9d1 \uac70\ub9ac\uac00 0.057\ub85c \uac10\uc18c)<\/td>\n<\/tr>\n<tr>\n<td>\ud1a0\ud070 \uc555\ucd95<\/td>\n<td>\ub0ae\uc74c (\ud398\uc774\uc9c0\ub2f9 \uc218\ucc9c \uac1c\uc758 \ud1a0\ud070)<\/td>\n<td>\ub9e4\uc6b0 \ub192\uc74c (\ud398\uc774\uc9c0\ub2f9 256~1120 \ud1a0\ud070)<\/td>\n<\/tr>\n<tr>\n<td>\uc548\uc815\uc131\/\uc815\ud655\ub3c4<\/td>\n<td>\ubc18\ubcf5\uc774\ub098 \uc624\ub958\uac00 \ubc1c\uc0dd\ud558\uae30 \uc26c\uc6c0<\/td>\n<td>97% \uc815\ud655\ub3c4 (10\ubc30 \uc555\ucd95 \uc2dc)<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/figure>\n\n<h3 class=\"wp-block-heading\">\uc2dc\uac01\uc801 \uc778\ucf54\ub529\uc744 \ucd94\ub860 \ubc29\ud5a5\uc73c\ub85c \ubc1c\uc804\uc2dc\ud0a4\uae30<\/h3>\n\n<p>\uc804\ubb38\uac00\ub4e4\uc740 OCR 2\ub97c &quot;\uc5b8\uc5b4 \ubaa8\ub378 \uae30\ubc18 \ube44\uc804 \uc778\ucf54\ub354&quot;\ub77c\uace0 \uc124\uba85\ud569\ub2c8\ub2e4. \uc774\ub294 \uc778\ucf54\ub354\uac00 \uae30\ubcf8\uc801\uc778 \uc2dc\uac01\uc801 \ud2b9\uc9d5 \ucd94\ucd9c\uc5d0\ub9cc \uc9d1\uc911\ud558\ub294 \uac83\uc774 \uc544\ub2c8\ub77c \uacf5\uac04\uc801 \uad00\uacc4\uc640 \uad6c\uc870\uc801 \uc815\ubcf4\uc5d0 \ucd08\uc810\uc744 \ub9de\ucd98\ub2e4\ub294 \uac83\uc744 \uc758\ubbf8\ud569\ub2c8\ub2e4.<\/p>\n\n<p><strong>\uacb0\uacfc:<\/strong><\/p>\n\n<p>OmniDocBench v1.5 \uc804\ubb38\uac00\uc6a9 \ud14c\uc2a4\ud2b8\uc5d0\uc11c OCR 2\ub294 91.09\uc810\uc744 \uae30\ub85d\ud588\uc2b5\ub2c8\ub2e4. \uc774\ub294 \uc774\uc804 \ubc84\uc804\ubcf4\ub2e4 3.73\uc810 \ud5a5\uc0c1\ub41c \uc218\uce58\uc785\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc131\ub2a5 \ud5a5\uc0c1\uc740 \uc8fc\ub85c \ubb38\uc11c \uc21c\uc11c \uc77d\uae30 \uc815\ud655\ub3c4\uc640 \ubcf5\uc7a1\ud55c \ub808\uc774\uc544\uc6c3 \ucc98\ub9ac \ub2a5\ub825\uc5d0\uc11c \ub098\ud0c0\ub0ac\uc2b5\ub2c8\ub2e4.<\/p>\n\n<h2 class=\"wp-block-heading\">DeepSeek OCR 2 \uc0ac\uc6a9 \ubc29\ubc95: 3\uac00\uc9c0 \ube60\ub978 \ubc30\ud3ec \ubc29\ubc95<\/h2>\n\n<p>DeepSeek\uc5d0\uc11c Hugging Face \ubaa8\ub378\uc758 \uac00\uc911\uce58\ub97c \uacf5\uac1c\ud588\uc2b5\ub2c8\ub2e4. \ub2e4\uc74c \uc138 \uac00\uc9c0 \ubc29\ubc95\uc744 \uc0ac\uc6a9\ud558\uc5ec \ud504\ub85c\ub355\uc158 \ub610\ub294 \uc5f0\uad6c \ubaa9\uc801\uc73c\ub85c \ubaa8\ub378\uc5d0 \uc811\uadfc\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n<h3 class=\"wp-block-heading\">\ubc29\ubc95 1: FastFine-Tuning\uc744 \ud1b5\ud55c \ubbf8\uc138 \uc870\uc815 <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);\">\uac8c\uc73c\ub984\uc744 \ub5a8\uccd0\ub0b4\ub2e4<\/mark><\/a>(\ucd94\ucc9c)<\/h3>\n\n<p>Unsloth\ub294 OCR 2\uc5d0 \ucd5c\uc801\ud654\ub418\uc5b4 \uc788\uc73c\uba70 \uba54\ubaa8\ub9ac \uc0ac\uc6a9\ub7c9\uc744 \ud06c\uac8c \uc904\uc5ec\uc90d\ub2c8\ub2e4.<\/p>\n\n<pre class=\"wp-block-code\"><code><em>from unsloth import FastVisionModel import torch # \ubaa8\ub378 \ub85c\ub4dc model, tokenizer = FastVisionModel.from_pretrained( &quot;unsloth\/DeepSeek-OCR-2&quot;, load_in_4bit = True, # \uba54\ubaa8\ub9ac \uc808\uc57d\uc744 \uc704\ud574 4\ube44\ud2b8 \uc591\uc790\ud654 \uc0ac\uc6a9 ) # \ud504\ub86c\ud504\ud2b8 \ud15c\ud50c\ub9bf prompt = &quot; \uc774 \ubb38\uc11c\ub97c \ub9c8\ud06c\ub2e4\uc6b4\uc73c\ub85c \ubcc0\ud658\ud558\uace0 \ubaa8\ub4e0 \ud45c\ub97c \ucd94\ucd9c\ud574 \uc8fc\uc138\uc694.<\/em><\/code><\/pre>\n\n<h3 class=\"wp-block-heading\">\ubc29\ubc95 2: vLLM\uc744 \uc774\uc6a9\ud55c \uace0\uc131\ub2a5 \ucd94\ub860<\/h3>\n\n<p>\uc774\ub294 \ud55c \ubc88\uc5d0 \ub9ce\uc740 \uc694\uccad\uc744 \ucc98\ub9ac\ud574\uc57c \ud558\ub294 \uc870\uc9c1\uc5d0 \uac00\uc7a5 \uc801\ud569\ud55c \uc120\ud0dd\uc785\ub2c8\ub2e4.<\/p>\n\n<ul class=\"wp-block-list\">\n<li><strong>\uc124\uc815:<\/strong> DeepSeek\uc740 \ub2e4\uc74c \uc124\uc815\uc744 \uad8c\uc7a5\ud569\ub2c8\ub2e4. <em><code>\uc628\ub3c4<\/code><\/em> \uac00\uc7a5 \uc77c\uad00\ub41c \uacb0\uacfc\ub97c \uc5bb\uc73c\ub824\uba74 \uac12\uc744 0.0\uc73c\ub85c \uc124\uc815\ud558\uc2ed\uc2dc\uc624.<\/li>\n\n<li><strong>\uc5b8\uc5b4 \uc9c0\uc6d0:<\/strong> \ud504\ub86c\ud504\ud2b8\uc5d0\uc11c \ub300\uc0c1 \uc5b8\uc5b4\ub97c \uc9c0\uc815\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. 100\uac1c \uc774\uc0c1\uc758 \uc5b8\uc5b4\ub97c \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n<h3 class=\"wp-block-heading\">\ubc29\ubc95 3: \ud45c\uc900\ud615 \uc5bc\uad74 \ubc00\ucc29\ud615 \ubcc0\ud658\uae30<\/h3>\n\n<p>\ucd5c\ub300\ud55c\uc758 \uc720\uc5f0\uc131\uc744 \ud655\ubcf4\ud558\ub824\uba74 \ud45c\uc900 \ub77c\uc774\ube0c\ub7ec\ub9ac\ub97c \uc0ac\uc6a9\ud558\uc2ed\uc2dc\uc624.<\/p>\n\n<ol class=\"wp-block-list\" start=\"1\">\n<li>\ud544\uc218 \uad6c\uc131 \uc694\uc18c\ub97c \uc124\uce58\ud558\uc138\uc694. <em><code>pip install transformers einops addict easydict<\/code><\/em>.<\/li>\n\n<li>\ubaa8\ub378\uc744 \ubd88\ub7ec\uc624\uc138\uc694: <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>\ud301:<\/strong> \uae30\uc6b8\uc5b4\uc9c4 \uc2a4\uce94 \uc774\ubbf8\uc9c0\ub97c \ucc98\ub9ac\ud560 \ub54c, \uc774\ubbf8\uc9c0\ub97c 0.5\ub3c4\ub9cc \ud68c\uc804\uc2dc\ucf1c \ub611\ubc14\ub85c \ub9de\ucd94\uba74 \ubaa8\ub378\uc774 \ud6e8\uc52c \ub354 \ub098\uc740 \uacb0\uacfc\ub97c \ub0b4\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<\/blockquote>\n\n<p>\uc81c\uac00 AI \uc0b0\uc5c5\uc744 \uc624\ub7ab\ub3d9\uc548 \uad00\ucc30\ud574 \uc628 \uacb0\uacfc, DeepSeek\uc740 \ud575\uc2ec \uc54c\uace0\ub9ac\uc998 \ucd5c\uc801\ud654 \ubd84\uc57c\uc5d0\uc11c \uafb8\uc900\ud788 \uc120\uad6c\uc801\uc778 \uc5ed\ud560\uc744 \ud574\uc654\uc2b5\ub2c8\ub2e4. \uc800\ub294 \uadf8\ub4e4\uc758... <a href=\"https:\/\/iwea.deeptracker.ai\/ko\/blog\/deepseek-ocr-vision-language-model\/\"><mark class=\"has-inline-color has-vivid-cyan-blue-color\" style=\"background-color: rgba(0, 0, 0, 0);\">\uccab \ubc88\uc9f8 OCR \ubaa8\ub378<\/mark><\/a> 2025\ub144 10\uc6d4\uc5d0\ub294 \uc774\ubbf8 \ud1a0\ud070 \uc555\ucd95\uc744 \uc0ac\uc6a9\ud558\uc5ec \ud6a8\uc728\uc131\uc744 \uac1c\uc120\ud588\uc2b5\ub2c8\ub2e4.<\/p>\n\n<p>OCR 2\ub294 \ub2e8\uc21c\ud55c \uc131\ub2a5 \ud5a5\uc0c1\uc774 \uc544\ub2d9\ub2c8\ub2e4. \uc774\ub294 AI\uac00 \uc2dc\uac01\uc801 \ub17c\ub9ac\ub97c \ucc98\ub9ac\ud558\ub294 \ubc29\uc2dd\uc5d0 \uadfc\ubcf8\uc801\uc778 \ubcc0\ud654\ub97c \uac00\uc838\uc654\uc2b5\ub2c8\ub2e4. DeepSeek\uc740 \uc2dc\uac01\uc801 \uc778\ucf54\ub529\uc744 \uc704\ud55c \uc5b8\uc5b4 \ubaa8\ub378 \uc544\ud0a4\ud14d\ucc98\ub97c \uc0ac\uc6a9\ud558\uc5ec AI\uac00 \ubcf5\uc7a1\ud55c \ub370\uc774\ud130\ub97c \uc774\ud574\ud558\ub294 \uae4a\uc774\ub97c \ud5a5\uc0c1\uc2dc\ucf30\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ub178\ub825\uc740 \ubbf8\ub798\uc9c0\ud5a5\uc801\uc778 \uc0ac\uace0\uc758 \uc218\uc900\uc744 \ubcf4\uc5ec\uc900\ub2e4\uace0 \uc0dd\uac01\ud569\ub2c8\ub2e4. \uc815\ubcf4\ub97c \uae30\ucd08 \uc218\uc900\uc5d0\uc11c \uad6c\uc131\ud558\ub294 \uc774 \ubc29\uc2dd\uc740 AI\uac00 \uc778\uac04\uc758 \ub17c\ub9ac\uc640 \ub354\uc6b1 \uc720\uc0ac\ud55c \ubc29\uc2dd\uc73c\ub85c \uc77d\uc744 \uc218 \uc788\ub3c4\ub85d \ud558\uba70, \ubbf8\ub798\uc5d0 \uc815\ud655\ud55c \ub370\uc774\ud130 \ucd94\ucd9c\uc744 \uc704\ud55c \uc0c8\ub85c\uc6b4 \uae30\uc900\uc744 \uc81c\uc2dc\ud569\ub2c8\ub2e4.<\/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\uc6d4 27\uc77c, DeepSeek\uc740 OCR 2\ub97c \uc624\ud508 \uc18c\uc2a4 \ubaa8\ub378\ub85c \uacf5\uac1c\ud588\uc2b5\ub2c8\ub2e4. \uae30\uc220 \ubcf4\uace0\uc11c\ub97c \ubd84\uc11d\ud55c \uacb0\uacfc, \uc774\ub294 AI\uac00 \uc2dc\uac01 \ub370\uc774\ud130\ub97c \uc774\ud574\ud558\ub294 \ubc29\uc2dd\uc5d0 \uc788\uc5b4 \uccb4\uacc4\uc801\uc778 \ubcc0\ud654\ub97c \uc758\ubbf8\ud55c\ub2e4\uace0 \uc0dd\uac01\ud569\ub2c8\ub2e4. DeepSeek\uc740 \ub2e8\uc21c\ud788 \ub9e4\uac1c\ubcc0\uc218 \uac1c\uc218\ub97c \ub298\ub9ac\ub294 \ub300\uc2e0, \uae30\uc874\uc758 \ube44\uc804-\uc5b8\uc5b4 \ubaa8\ub378(VLM)\uc758 \ud55c\uacc4\ub97c \ub6f0\uc5b4\ub118\ub294 \uc131\ub2a5 \ud5a5\uc0c1\uc744 \uc704\ud574 \uadfc\ubcf8\uc801\uc778 \uc544\ud0a4\ud14d\ucc98 \ubcc0\uacbd\uc5d0 \uc9d1\uc911\ud588\uc2b5\ub2c8\ub2e4. DeepSeek\uc740 [\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\/ko\/wp-json\/wp\/v2\/posts\/23097","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/iwea.deeptracker.ai\/ko\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/iwea.deeptracker.ai\/ko\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/iwea.deeptracker.ai\/ko\/wp-json\/wp\/v2\/users\/25"}],"replies":[{"embeddable":true,"href":"https:\/\/iwea.deeptracker.ai\/ko\/wp-json\/wp\/v2\/comments?post=23097"}],"version-history":[{"count":0,"href":"https:\/\/iwea.deeptracker.ai\/ko\/wp-json\/wp\/v2\/posts\/23097\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/iwea.deeptracker.ai\/ko\/wp-json\/wp\/v2\/media\/23099"}],"wp:attachment":[{"href":"https:\/\/iwea.deeptracker.ai\/ko\/wp-json\/wp\/v2\/media?parent=23097"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/iwea.deeptracker.ai\/ko\/wp-json\/wp\/v2\/categories?post=23097"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/iwea.deeptracker.ai\/ko\/wp-json\/wp\/v2\/tags?post=23097"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}