{"id":6450,"date":"2025-10-23T11:21:50","date_gmt":"2025-10-23T03:21:50","guid":{"rendered":"https:\/\/nullthought.net\/?p=6450"},"modified":"2025-10-23T11:21:52","modified_gmt":"2025-10-23T03:21:52","slug":"paddleocr-vl%e4%b8%8edeepseek-ocr","status":"publish","type":"post","link":"https:\/\/nullthought.net\/?p=6450","title":{"rendered":"PaddleOCR-VL\u4e0eDeepSeek-OCR"},"content":{"rendered":"\n<h5 class=\"wp-block-heading\">\u4e00\u3001PaddleOCR-VL \u662f\u4ec0\u4e48\uff08\u6838\u5fc3\u8bbe\u8ba1\u4e0e\u80fd\u529b\uff09<\/h5>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u5b9a\u4f4d<\/strong>\uff1a\u9762\u5411<strong>\u6587\u6863\u89e3\u6790\uff08Document Parsing\uff09<\/strong>\u7684\u4e00\u4f53\u5316\u591a\u6a21\u6001\u6a21\u578b\uff0c\u805a\u7126\u6587\u672c\u3001\u8868\u683c\u3001\u516c\u5f0f\u3001\u56fe\u8868\u7b49\u590d\u6742\u7248\u9762\u5143\u7d20\u7684\u8bc6\u522b\u4e0e\u7ed3\u6784\u5316\u8f93\u51fa\u3002\u6838\u5fc3\u6a21\u578b\u4e3a <strong>PaddleOCR-VL-0.9B<\/strong>\uff0c\u5f3a\u8c03\u5c0f\u6a21\u578b\u3001\u5feb\u63a8\u7406\u3001\u4f4e\u8d44\u6e90\u3001\u53ef\u843d\u5730\u3002<a href=\"https:\/\/arxiv.org\/abs\/2510.14528\" target=\"_blank\" rel=\"noreferrer noopener\">arXiv<\/a><\/li>\n\n\n\n<li><strong>\u4f53\u7cfb\u7ed3\u6784<\/strong>\uff1a\n<ul class=\"wp-block-list\">\n<li>\u89c6\u89c9\u7aef\u91c7\u7528 <strong>NaViT \u98ce\u683c\u7684\u52a8\u6001\u5206\u8fa8\u7387\u7f16\u7801\u5668<\/strong>\uff08\u53ef\u6309\u5757\/\u533a\u57df\u81ea\u9002\u5e94\u5904\u7406\u9ad8\u5206\u8fa8\u7387\u9875\u9762\uff0c\u51cf\u5c11\u65e0\u6548\u9ad8\u5206\u8fa8\u7387\u5f00\u9500\uff09\uff1b<\/li>\n\n\n\n<li>\u8bed\u8a00\u7aef\u57fa\u4e8e <strong>ERNIE-4.5-0.3B<\/strong> \u7684\u8f7b\u91cf\u8bed\u8a00\u6a21\u578b\u8fdb\u884c\u8de8\u6a21\u6001\u5bf9\u9f50\u548c\u89e3\u7801\uff1b<\/li>\n\n\n\n<li>\u7ec4\u5408\u540e\u603b\u89c4\u6a21\u7ea6 <strong>0.9B \u53c2\u6570<\/strong>\uff0c\u9762\u5411\u7aef\u4fa7\/\u79bb\u7ebf\u548c\u9ad8\u5e76\u53d1\u573a\u666f\u7684\u8d44\u6e90\u53d7\u9650\u90e8\u7f72\u3002<a href=\"https:\/\/arxiv.org\/abs\/2510.14528\" target=\"_blank\" rel=\"noreferrer noopener\">arXiv<\/a><\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u591a\u8bed\u79cd\u4e0e\u8981\u7d20\u8303\u56f4<\/strong>\uff1a\u5ba3\u79f0<strong>\u652f\u6301 109 \u79cd\u8bed\u8a00<\/strong>\uff0c\u5728<strong>\u9875\u7ea7\u89e3\u6790<\/strong>\u4e0e<strong>\u8981\u7d20\u7ea7\u8bc6\u522b<\/strong>\uff08\u6587\u672c\u3001\u8868\u683c\u3001\u516c\u5f0f\u3001\u56fe\u8868\uff09\u4e0a\u62ff\u5230\u591a\u9879\u57fa\u51c6<strong>SOTA<\/strong>\uff0c\u5e76\u7ed9\u51fa\u8f83\u5feb\u7684\u63a8\u7406\u901f\u5ea6\u6307\u6807\uff08\u6280\u672f\u62a5\u544a\/\u6458\u8981\u5c42\u9762\uff09\u3002<a href=\"https:\/\/arxiv.org\/abs\/2510.14528\" target=\"_blank\" rel=\"noreferrer noopener\">arXiv+1<\/a><\/li>\n\n\n\n<li><strong>\u751f\u6001\u4e0e\u53ef\u7528\u6027<\/strong>\uff1a\u5728 <strong>Hugging Face<\/strong> \u53d1\u5e03\u6743\u91cd\u4e0e\u8bf4\u660e\uff0c\u4fbf\u4e8e\u76f4\u63a5\u8bc4\u6d4b\/\u96c6\u6210\uff1b\u4e0e <strong>PaddleOCR<\/strong> \u5de5\u5177\u94fe\u5929\u7136\u8854\u63a5\uff08\u7248\u9762\u5206\u6790\u3001\u7ed3\u6784\u5316\u62bd\u53d6\u3001PDF \u7ba1\u9053\u7b49\uff09\u3002<a href=\"https:\/\/huggingface.co\/PaddlePaddle\/PaddleOCR-VL?utm_source=chatgpt.com\" target=\"_blank\" rel=\"noreferrer noopener\">Hugging Face+1<\/a><\/li>\n<\/ul>\n\n\n\n<h5 class=\"wp-block-heading\">\u4e8c\u3001<a href=\"https:\/\/nullthought.net\/?p=6412\" target=\"_blank\" rel=\"noreferrer noopener\">DeepSeek-OCR<\/a> \u662f\u4ec0\u4e48\uff08\u6838\u5fc3\u7406\u5ff5\u4e0e\u80fd\u529b\uff09<\/h5>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u5b9a\u4f4d<\/strong>\uff1a\u63d0\u51fa\u4e00\u79cd\u9887\u5177\u524d\u6cbf\u6027\u7684 <strong>\u201c\u4e0a\u4e0b\u6587\u5149\u5b66\u538b\u7f29\u201d\uff08Contexts Optical Compression\uff09<\/strong> \u601d\u8def\uff1a\u628a\u539f\u672c\u5197\u957f\u7684\u6587\u672c\/\u6587\u6863<strong>\u8f6c\u6362\u4e3a\u9ad8\u5206\u8fa8\u7387\u56fe\u50cf<\/strong>\uff0c\u4ee5<strong>\u89c6\u89c9 token<\/strong>\u66ff\u6362\u5927\u4f53\u91cf\u7684<strong>\u6587\u672c token<\/strong>\uff0c\u7528\u66f4\u5c11\u7684 token\u201c\u88c5\u4e0b\u201d\u66f4\u957f\u4e0a\u4e0b\u6587\u3002<a href=\"https:\/\/www.arxiv.org\/abs\/2510.18234\" target=\"_blank\" rel=\"noreferrer noopener\">arXiv<\/a><\/li>\n\n\n\n<li><strong>\u4f53\u7cfb\u7ed3\u6784<\/strong>\uff1a\n<ul class=\"wp-block-list\">\n<li><strong>DeepEncoder<\/strong>\uff1a\u8d1f\u8d23\u628a\u5927\u6bb5\u6587\u672c\/\u7ed3\u6784\u4fe1\u606f\u6620\u5c04\u4e3a\u4e8c\u7ef4\u9ad8\u5206\u8fa8\u7387\u89c6\u89c9\u8868\u793a\uff0c\u540c\u65f6<strong>\u4fdd\u6301\u4f4e\u6fc0\u6d3b<\/strong>\u5e76<strong>\u63a7\u5236\u89c6\u89c9 token \u6570\u91cf<\/strong>\uff1b<\/li>\n\n\n\n<li><strong>DeepSeek3B-MoE-A570M \u89e3\u7801\u5668<\/strong>\uff1a\u4e13\u95e8\u7684 MoE \u89e3\u7801\u5668\u4ece\u8fd9\u4e9b\u56fe\u50cf\u4e2d<strong>\u8fd8\u539f\/\u89e3\u7801\u539f\u59cb\u6587\u672c\u4e0e\u7ed3\u6784<\/strong>\u3002<a href=\"https:\/\/www.arxiv.org\/abs\/2510.18234\" target=\"_blank\" rel=\"noreferrer noopener\">arXiv+1<\/a><\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u538b\u7f29-\u51c6\u786e\u7387\u6743\u8861<\/strong>\uff08\u4f5c\u8005\u62a5\u544a\uff09\uff1a\n<ul class=\"wp-block-list\">\n<li>\u5f53<strong>\u538b\u7f29\u6bd4 &lt;10\u00d7<\/strong>\uff08\u6587\u672c token \u6570\u91cf \u2264 \u89c6\u89c9 token \u7684 10 \u500d\uff09\u65f6\uff0c<strong>\u89e3\u7801\u7cbe\u5ea6\u7ea6 97%<\/strong>\uff1b<\/li>\n\n\n\n<li><strong>\u538b\u5230 20\u00d7<\/strong> \u65f6\u4ecd\u6709<strong>\u7ea6 60%<\/strong> \u7cbe\u5ea6\uff1b<\/li>\n\n\n\n<li>\u5728 <strong>OmniDocBench<\/strong> \u7b49\u57fa\u51c6\u4e0a\uff0c\u4ee5 <strong>\u2264800 \u4e2a\u89c6\u89c9 token\/page<\/strong> \u8d85\u8fc7\u4e00\u4e9b\u5bf9\u6bd4\u7cfb\u7edf\uff08\u5982 MinerU 2.0\uff09\uff0c\u5e76\u4ee5 <strong>100 \u4e2a\u89c6\u89c9 token<\/strong> \u8d85\u8fc7 GOT-OCR2.0\uff08256 token\/page\uff09\u7684\u7ed3\u679c\uff08\u4f5c\u8005\u7ed9\u51fa\u7684\u5bf9\u6bd4\uff09\u3002<a href=\"https:\/\/www.arxiv.org\/abs\/2510.18234\" target=\"_blank\" rel=\"noreferrer noopener\">arXiv<\/a><\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u5de5\u7a0b\u4fa7\u53ef\u7528\u6027<\/strong>\uff1a\u63d0\u4f9b\u5f00\u6e90\u4ee3\u7801\u4e0e\u6743\u91cd\uff08PyTorch + CUDA\uff09\uff0c\u6709\u793e\u533a\u5b9e\u6d4b\u5728\u4e2d\u5c0f\u663e\u5b58\u8bbe\u5907\u4e0a\u53ef\u8dd1\u901a\uff1b\u5a92\u4f53\u4e5f\u4ee5\u201c<strong>\u6700\u591a 20\u00d7 token \u8282\u7701<\/strong>\u201d\u505a\u8fc7\u89e3\u8bfb\u6027\u62a5\u9053\u3002<a href=\"https:\/\/huggingface.co\/deepseek-ai\/DeepSeek-OCR?utm_source=chatgpt.com\" target=\"_blank\" rel=\"noreferrer noopener\">Hugging Face+2 Simon Willison\u2019s Weblog+2<\/a><\/li>\n<\/ul>\n\n\n\n<h5 class=\"wp-block-heading\">\u4e09\u3001\u4e24\u8005\u4fa7\u91cd\u70b9\u7684\u672c\u8d28\u5dee\u5f02<\/h5>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>\u7ef4\u5ea6<\/th><th>PaddleOCR-VL<\/th><th>DeepSeek-OCR<\/th><\/tr><\/thead><tbody><tr><td><strong>\u95ee\u9898\u5bfc\u5411<\/strong><\/td><td>\u6587\u6863\u89e3\u6790\u5168\u6d41\u7a0b\uff08\u6587\u672c\/\u8868\u683c\/\u516c\u5f0f\/\u56fe\u8868\uff09\uff0c\u8ffd\u6c42<strong>\u5c0f\u800c\u5f3a\u3001\u5feb\u800c\u7a33<\/strong><\/td><td><strong>\u957f\u4e0a\u4e0b\u6587\u6210\u672c\u95ee\u9898<\/strong>\uff1a\u7528\u89c6\u89c9\u8868\u793a\u6765\u5927\u5e45<strong>\u538b\u7f29 token<\/strong>\uff0c\u964d\u4f4e\u5927\u6a21\u578b\u5904\u7406\u957f\u6587\u6863\u7684\u8d39\u7528<\/td><\/tr><tr><td><strong>\u6a21\u578b\u7ed3\u6784<\/strong><\/td><td>NaViT \u52a8\u6001\u5206\u8fa8\u7387\u89c6\u89c9\u7f16\u7801\u5668 + ERNIE-4.5-0.3B \u8bed\u8a00\u6a21\u578b\uff0c<strong>\u603b 0.9B<\/strong><\/td><td><strong>DeepEncoder + 3B MoE \u89e3\u7801\u5668<\/strong>\uff0c\u4e13\u4e3a<strong>\u89c6\u89c9\u2192\u6587\u672c\u89e3\u7801<\/strong>\u4e0e\u538b\u7f29\u800c\u8bbe<\/td><\/tr><tr><td><strong>\u80fd\u529b\u5ba3\u79f0<\/strong><\/td><td>109 \u8bed\u79cd\u3001\u9875\u7ea7\/\u8981\u7d20\u7ea7\u591a\u57fa\u51c6 <strong>SOTA<\/strong>\u3001<strong>\u5feb\u901f\u63a8\u7406<\/strong><\/td><td><strong>&lt;10\u00d7 \u538b\u7f29\u224897% \u89e3\u7801\u7cbe\u5ea6<\/strong>\uff1b<strong>20\u00d7\u224860%<\/strong>\uff1b\u5728 OmniDocBench \u7b49\u5bf9\u6bd4\u4e2d\u4ee5\u66f4\u5c11\u89c6\u89c9 token \u53d6\u5f97\u4f18\u52bf\uff08\u4f5c\u8005\u62a5\u544a\uff09<\/td><\/tr><tr><td><strong>\u751f\u6001\/\u96c6\u6210<\/strong><\/td><td>\u4e0e PaddleOCR \u5bb6\u65cf\u5de5\u5177\u94fe\u8854\u63a5\u987a\u6ed1\uff0c\u5de5\u7a0b\u5316\u6210\u719f<\/td><td>\u5f3a\u8c03\u4e0e <strong>LLM\/VLM \u7684\u957f\u4e0a\u4e0b\u6587\u5904\u7406<\/strong>\u914d\u5408\uff0c<strong>\u751f\u6210\/\u538b\u7f29\u8bad\u7ec3\u6570\u636e<\/strong>\u4e0e<strong>\u964d\u4f4e\u63a8\u7406\u6210\u672c<\/strong><\/td><\/tr><tr><td><strong>\u5178\u578b\u843d\u5730<\/strong><\/td><td><strong>\u4f01\u4e1a\/\u79bb\u7ebf<\/strong>\u6587\u6863\u89e3\u6790\u3001\u7968\u636e\/\u5408\u89c4\u6863\u6848\/\u79d1\u7814 PDF \u7ed3\u6784\u5316\u62bd\u53d6\u3001RAG \u524d\u5904\u7406<\/td><td><strong>\u957f\u6587\u6863\u5bf9\u8bdd\/\u68c0\u7d22<\/strong>\u7684<strong>\u6210\u672c\u4f18\u5316<\/strong>\u3001\u5bf9 LLM \u8bad\u7ec3\/\u84b8\u998f\u7684\u6570\u636e\u751f\u6210\u3001\u6279\u91cf\u6587\u6863\u201c\u7f16\u7801-\u518d\u89e3\u7801\u201d\u7ba1\u7ebf<\/td><\/tr><tr><td><strong>\u8d44\u6e90\u4fa7<\/strong><\/td><td><strong>\u5c0f\u6a21\u578b\uff080.9B\uff09\u6613\u90e8\u7f72<\/strong>\uff0cCPU\/GPU \u7686\u53cb\u597d<\/td><td>\u9700\u8981<strong>\u9ad8\u5206\u8fa8\u7387\u56fe\u50cf\u6d41\u6c34\u7ebf<\/strong>\u4e0e GPU\uff0c\u6536\u76ca\u4f53\u73b0\u5728<strong>token \u6210\u672c<\/strong>\u800c\u975e\u7eaf OCR \u901f\u5ea6<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>\uff08\u6570\u636e\u6765\u6e90\uff1aPaddleOCR-VL \u8bba\u6587\u4e0e HF \u9875\uff1bDeepSeek-OCR arXiv\/HF\u4e0e\u4f5c\u8005\u6307\u6807\u9648\u8ff0\u3001\u5a92\u4f53\u62a5\u9053\u4e0e\u793e\u533a\u5b9e\u6d4b\u3002\uff09<a href=\"https:\/\/arxiv.org\/abs\/2510.14528\" target=\"_blank\" rel=\"noreferrer noopener\">Simon Willison\u2019s Weblog+5 arXiv+5 Hugging Face+5<\/a><\/p>\n\n\n\n<h5 class=\"wp-block-heading\">\u56db\u3001\u5728\u4f60\u53ef\u80fd\u5173\u5fc3\u7684\u6280\u672f\u7ec6\u8282\u4e0a\uff0c\u518d\u591a\u8bf4\u4e00\u70b9<\/h5>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>NaViT \u52a8\u6001\u5206\u8fa8\u7387\u7684\u73b0\u5b9e\u610f\u4e49<\/strong>\uff08PaddleOCR-VL\uff09\uff1a\u5bf9 A4\/\u591a\u680f\/\u6df7\u6392 PDF\uff0c\u53ef\u6309\u533a\u57df\u5757\u5316\u63d0\u53d6\u6709\u6548\u9ad8\u5206\u8fa8\u7387\u4fe1\u606f\uff0c<strong>\u907f\u514d\u6574\u9875 3K\u00d73K \u7684\u65e0\u5dee\u522b\u5377\u79ef\/\u81ea\u6ce8\u610f\u529b<\/strong>\uff0c\u56e0\u6b64<strong>\u901f\u5ea6\u4e0e\u663e\u5b58\u53cb\u597d<\/strong>\u3002\u8fd9\u4e0e\u4f20\u7edf\u201c\u6574\u56fe\u7f29\u653e\u2192\u4fe1\u606f\u4e22\u5931\u2192\u7ed3\u6784\u8bc6\u522b\u56f0\u96be\u201d\u7684\u8001\u8def\u4e0d\u540c\u3002<a href=\"https:\/\/arxiv.org\/abs\/2510.14528\" target=\"_blank\" rel=\"noreferrer noopener\">arXiv<\/a><\/li>\n\n\n\n<li><strong>\u201c\u5149\u5b66\u538b\u7f29\u201d\u80cc\u540e\u7684\u76f4\u89c9<\/strong>\uff08DeepSeek-OCR\uff09\uff1a\u628a\u4e0a\u4e07 token \u7684\u6587\u672c\u201c\u753b\u201d\u6210\u56fe\uff0c\u8ba9\u6a21\u578b\u901a\u8fc7\u89c6\u89c9 token \u53bb\u201c\u8bfb\u56de\u201d\u6587\u672c\u4e0e\u7ed3\u6784\uff0c\u76f8\u5f53\u4e8e<strong>\u628a\u957f\u5e8f\u5217\u2192\u4e8c\u7ef4\u7a7a\u95f4\u7f16\u7801<\/strong>\uff0c\u4ee5<strong>\u66f4\u7a00\u758f\u7684\u89c6\u89c9 token<\/strong>\u66ff\u6362<strong>\u5bc6\u96c6\u7684\u6587\u672c token<\/strong>\uff0c\u5bf9<strong>\u957f\u4e0a\u4e0b\u6587 LLM \u6210\u672c<\/strong>\u7279\u522b\u6709\u5438\u5f15\u529b\u3002<a href=\"https:\/\/www.arxiv.org\/abs\/2510.18234\" target=\"_blank\" rel=\"noreferrer noopener\">arXiv<\/a><\/li>\n\n\n\n<li><strong>\u57fa\u51c6\u4e0e\u58f0\u660e\u7684\u89e3\u8bfb<\/strong>\uff1aPaddleOCR-VL \u7684 SOTA \u66f4\u504f<strong>\u89e3\u6790\u8d28\u91cf+\u901f\u5ea6<\/strong>\uff1bDeepSeek-OCR \u7684\u4eae\u70b9\u5728<strong>\u538b\u7f29\u6bd4-\u51c6\u786e\u7387\u66f2\u7ebf<\/strong>\u4e0e<strong>\u5355\u4f4d\u9875\u9762 token \u9884\u7b97<\/strong>\u3002\u82e5\u4f60\u7684 KPI \u662f<strong>\u89e3\u6790 F1\/\u7ed3\u6784 IoU\/\u9875\u65f6\u5ef6<\/strong>\uff0c\u5927\u6982\u7387 PaddleOCR-VL \u76f4\u63a5\u66f4\u7a33\uff1b\u82e5 KPI \u662f<strong>token \u6210\u672c\/\u4e0a\u4e0b\u6587\u957f\u5ea6<\/strong>\uff0cDeepSeek-OCR \u4f18\u52bf\u660e\u663e\u3002<a href=\"https:\/\/arxiv.org\/abs\/2510.14528\" target=\"_blank\" rel=\"noreferrer noopener\">arXiv+1<\/a><\/li>\n<\/ol>\n\n\n\n<h5 class=\"wp-block-heading\">\u4e94\u3001\u600e\u4e48\u9009\uff1f\u6309\u573a\u666f\u7ed9\u51fa\u5b9e\u64cd\u5efa\u8bae<\/h5>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>A. \u4f01\u4e1a\u7ea7\u6279\u91cf\u6587\u6863\u89e3\u6790\/\u5f52\u6863\uff08\u53d1\u7968\u3001\u8868\u5355\u3001\u5408\u540c\u3001\u79d1\u7814 PDF\uff09<\/strong><br>\u76ee\u6807\u662f\u7ed3\u6784\u5316\u51c6\u786e\u7387+\u541e\u5410+\u53ef\u7ef4\u62a4\uff1a\u4f18\u5148 <strong>PaddleOCR-VL<\/strong>\uff08\u4f53\u91cf\u5c0f\u3001\u901f\u5ea6\u5feb\u3001\u8981\u7d20\u8986\u76d6\u5168\u3001\u4e0e PaddleOCR \u751f\u6001\u6253\u901a\uff09\uff1bDeepSeek-OCR \u53ef\u4f5c\u4e3a<strong>\u4e0b\u6e38 LLM \u5bf9\u8bdd\u524d\u7684\u538b\u7f29\u8f85\u52a9<\/strong>\uff0c\u4f46\u4e0d\u662f\u4f60\u7684\u4e3b\u89e3\u6790\u5668\u3002<a href=\"https:\/\/arxiv.org\/abs\/2510.14528\" target=\"_blank\" rel=\"noreferrer noopener\">arXiv+1<\/a><\/li>\n\n\n\n<li><strong>B. \u8d85\u957f\u6587\u6863\u95ee\u7b54\/\u68c0\u7d22-\u751f\u6210\uff08\u957f\u62a5\u544a\u3001\u6cd5\u89c4\u5408\u96c6\u3001\u5b66\u4f4d\u8bba\u6587\uff09<\/strong><br>\u76ee\u6807\u662f\u628a<strong>\u957f\u4e0a\u4e0b\u6587\u6210\u672c\u964d\u4e0b\u6765<\/strong>\uff1a\u4f18\u5148 <strong>DeepSeek-OCR<\/strong> \u4f5c\u4e3a**\u201c\u89c6\u89c9\u4e0a\u4e0b\u6587\u7f16\u7801\u5668\u201d**\uff0c\u628a\u5927\u91cf\u6587\u672c\u8f6c\u4e3a\u201c\u89c6\u89c9 token\u201d\uff0c\u518d\u5582\u7ed9 LLM\/VLM\uff1b\u9875\u5185\u7ed3\u6784\u7cbe\u62bd\u53ef\u8f85\u4ee5 PaddleOCR-VL \u505a\u8868\u683c\/\u516c\u5f0f\/\u56fe\u8868\u7684\u7cbe\u786e\u89e3\u6790\u3002<a href=\"https:\/\/www.arxiv.org\/abs\/2510.18234\" target=\"_blank\" rel=\"noreferrer noopener\">arXiv<\/a><\/li>\n\n\n\n<li><strong>C. \u7aef\u4fa7\/\u8f7b\u91cf\u90e8\u7f72\uff08GPU \u8d44\u6e90\u7d27\u3001\u9700\u8981\u79bb\u7ebf\u53ef\u63a7\uff09<\/strong><br>\u76ee\u6807\u662f<strong>\u4f4e\u8d44\u6e90 + \u591a\u8bed\u79cd + \u590d\u6742\u8981\u7d20<\/strong>\uff1a\u503e\u5411 <strong>PaddleOCR-VL<\/strong> \u7684 0.9B \u65b9\u6848\u3002<a href=\"https:\/\/arxiv.org\/abs\/2510.14528\" target=\"_blank\" rel=\"noreferrer noopener\">arXiv<\/a><\/li>\n<\/ul>\n\n\n\n<h5 class=\"wp-block-heading\">\u516d\u3001\u5feb\u901f\u843d\u5730\u8def\u7ebf\uff08\u6700\u5c0f\u53ef\u884c\u6d41\u7a0b\uff09<\/h5>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>PaddleOCR-VL \u8bd5\u8dd1<\/strong>\uff1a\n<ol class=\"wp-block-list\">\n<li>\u5728 HF \u62c9\u53d6 <code>PaddlePaddle\/PaddleOCR-VL<\/code> \u6743\u91cd\u4e0e\u793a\u4f8b\uff1b<\/li>\n\n\n\n<li>\u7528\u4f60\u5e38\u89c1\u7684<strong>\u591a\u680f PDF\u3001\u542b\u8868\u683c\/\u516c\u5f0f\u6837\u672c<\/strong>\u505a\u57fa\u51c6\u5316\u8bc4\u6d4b\uff08\u9875\u65f6\u5ef6\u3001\u7cbe\u5ea6\u3001\u7ed3\u6784\u5b8c\u6574\u5ea6\uff09\uff1b<\/li>\n\n\n\n<li>\u4e0e PaddleOCR\/PP-Structure \u65e2\u6709\u7ba1\u7ebf\u5bf9\u63a5\uff0c\u8f93\u51fa markdown\/HTML\/JSON \u7ed3\u6784\u6d41\u3002<a href=\"https:\/\/huggingface.co\/PaddlePaddle\/PaddleOCR-VL?utm_source=chatgpt.com\" target=\"_blank\" rel=\"noreferrer noopener\">Hugging Face+1<\/a><\/li>\n<\/ol>\n<\/li>\n\n\n\n<li><strong>DeepSeek-OCR \u8bd5\u8dd1<\/strong>\uff1a\n<ol class=\"wp-block-list\">\n<li>\u5728 HF \u62c9\u53d6 <code>deepseek-ai\/DeepSeek-OCR<\/code>\uff08PyTorch+CUDA\uff0c\u53c2\u8003\u4f9d\u8d56 torch\/transformers\/flash-attn\uff09\uff1b<\/li>\n\n\n\n<li>\u5c06<strong>\u957f\u6587\u6863\u2192\u9ad8\u5206\u56fe\u50cf<\/strong>\uff0c\u63a7\u5236<strong>\u89c6\u89c9 token \u9884\u7b97\uff08\u5982 100\/400\/800\/page\uff09<\/strong>\uff0c\u6d4b\u8bd5<strong>\u538b\u7f29\u6bd4-\u8fd8\u539f\u51c6\u786e\u7387<\/strong>\u66f2\u7ebf\uff1b<\/li>\n\n\n\n<li>\u4f5c\u4e3a<strong>\u4e0a\u6e38\u538b\u7f29\u5668<\/strong>\u5bf9\u63a5\u4f60\u7684 LLM\/VLM\uff08RAG\/\u5bf9\u8bdd\/\u68c0\u7d22\uff09\uff0c\u6d4b\u91cf token \u82b1\u8d39\u4e0e\u7aef\u5230\u7aef\u7b54\u6848\u8d28\u91cf\u3002<a href=\"https:\/\/huggingface.co\/deepseek-ai\/DeepSeek-OCR?utm_source=chatgpt.com\" target=\"_blank\" rel=\"noreferrer noopener\">Hugging Face+1<\/a><\/li>\n<\/ol>\n<\/li>\n<\/ul>\n\n\n\n<h5 class=\"wp-block-heading\">\u4e03\u3001\u7ed3\u8bba\uff08\u4e00\u53e5\u8bdd\u7248\uff09<\/h5>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u8981\u201c\u89e3\u6790\u8d28\u91cf + \u901f\u5ea6 + \u6613\u90e8\u7f72\u201d<\/strong>\uff1a\u9009 <strong>PaddleOCR-VL<\/strong> \u505a\u4e3b\u529b\u89e3\u6790\uff1b<\/li>\n\n\n\n<li><strong>\u8981\u201c\u8d85\u957f\u4e0a\u4e0b\u6587\u7684\u6210\u672c\u6781\u9650\u4f18\u5316\u201d<\/strong>\uff1a\u9009 <strong>DeepSeek-OCR<\/strong> \u505a<strong>\u89c6\u89c9\u5316\u538b\u7f29+\u89e3\u7801<\/strong>\uff0c\u4e0e LLM \u7ba1\u7ebf\u914d\u5408\u3002<br>\u4e24\u8005\u5e76\u4e0d\u77db\u76fe\uff0c<strong>\u201c\u89e3\u6790\u5668 + \u538b\u7f29\u5668\u201d\u53ef\u4ee5\u7ec4\u5408\uff0c\u5206\u522b\u89e3\u51b3\u7ed3\u6784\u7406\u89e3<\/strong>\u4e0e<strong>\u957f\u4e0a\u4e0b\u6587\u6210\u672c<\/strong>\u4e24\u7c7b\u95ee\u9898\u3002<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>\u4e00\u3001PaddleOCR-VL \u662f\u4ec0\u4e48\uff08\u6838\u5fc3\u8bbe\u8ba1\u4e0e\u80fd\u529b\uff09 \u4e8c\u3001DeepSeek-OCR \u662f\u4ec0\u4e48\uff08\u6838\u5fc3\u7406\u5ff5\u4e0e\u80fd\u529b\uff09 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[3,8],"tags":[39,80],"class_list":["post-6450","post","type-post","status-publish","format-standard","hentry","category-it","category-tech","tag-ai","tag-cv"],"rttpg_featured_image_url":null,"rttpg_author":{"display_name":"NullThought","author_link":"https:\/\/nullthought.net\/?author=1"},"rttpg_comment":0,"rttpg_category":"<a href=\"https:\/\/nullthought.net\/?cat=3\" rel=\"category\">IT<\/a> <a href=\"https:\/\/nullthought.net\/?cat=8\" rel=\"category\">Tech<\/a>","rttpg_excerpt":"\u4e00\u3001PaddleOCR-VL \u662f\u4ec0\u4e48\uff08\u6838\u5fc3\u8bbe\u8ba1\u4e0e\u80fd\u529b\uff09 \u4e8c\u3001DeepSeek-OCR \u662f\u4ec0\u4e48\uff08\u6838\u5fc3\u7406\u5ff5\u4e0e\u80fd\u529b\uff09&hellip;","_links":{"self":[{"href":"https:\/\/nullthought.net\/index.php?rest_route=\/wp\/v2\/posts\/6450","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/nullthought.net\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/nullthought.net\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/nullthought.net\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/nullthought.net\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=6450"}],"version-history":[{"count":1,"href":"https:\/\/nullthought.net\/index.php?rest_route=\/wp\/v2\/posts\/6450\/revisions"}],"predecessor-version":[{"id":6451,"href":"https:\/\/nullthought.net\/index.php?rest_route=\/wp\/v2\/posts\/6450\/revisions\/6451"}],"wp:attachment":[{"href":"https:\/\/nullthought.net\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=6450"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/nullthought.net\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=6450"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/nullthought.net\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=6450"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}