{"id":30056,"date":"2025-04-07T17:28:45","date_gmt":"2025-04-07T09:28:45","guid":{"rendered":"https:\/\/www.aisharenet.com\/?p=30056"},"modified":"2025-04-07T17:28:45","modified_gmt":"2025-04-07T09:28:45","slug":"rolmocr","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/pt\/rolmocr\/","title":{"rendered":"RolmOCR\uff1a\u8bc6\u522b\u624b\u5199\u548c\u503e\u659c\u5b57\u7b26\u7684\u6587\u6863OCR\u6a21\u578b"},"content":{"rendered":"<p>RolmOCR \u662f\u7531 Reducto AI \u56e2\u961f\u5f00\u53d1\u7684\u4e00\u6b3e\u5f00\u6e90\u5149\u5b66\u5b57\u7b26\u8bc6\u522b\uff08OCR\uff09\u5de5\u5177\uff0c\u57fa\u4e8e Qwen2.5-VL-7B \u89c6\u89c9\u8bed\u8a00\u6a21\u578b\u3002\u5b83\u80fd\u4ece\u56fe\u7247\u548c PDF \u6587\u4ef6\u4e2d\u63d0\u53d6\u6587\u5b57\uff0c\u901f\u5ea6\u6bd4\u540c\u7c7b\u5de5\u5177 <a href=\"https:\/\/www.kdjingpai.com\/olmocr\/\">olmOCR<\/a> \u66f4\u5feb\uff0c\u5185\u5b58\u5360\u7528\u66f4\u4f4e\u3002RolmOCR \u4e0d\u4f9d\u8d56 PDF \u5143\u6570\u636e\uff0c\u7b80\u5316\u4e86\u5904\u7406\u6d41\u7a0b\uff0c\u540c\u65f6\u652f\u6301\u591a\u79cd\u6587\u6863\u7c7b\u578b\uff0c\u5305\u62ec\u624b\u5199\u7b14\u8bb0\u548c\u5b66\u672f\u8bba\u6587\u3002\u5b83\u5728 Apache 2.0 \u8bb8\u53ef\u4e0b\u53d1\u5e03\uff0c\u514d\u8d39\u4f9b\u4e2a\u4eba\u548c\u5f00\u53d1\u8005\u4f7f\u7528\u3001\u4fee\u6539\u6216\u96c6\u6210\u3002Reducto \u56e2\u961f\u901a\u8fc7\u66f4\u65b0\u6a21\u578b\u3001\u4f18\u5316\u8bad\u7ec3\u6570\u636e\u6253\u9020\u4e86\u8fd9\u6b3e\u5de5\u5177\uff0c\u76ee\u6807\u662f\u8ba9\u6587\u6863\u6570\u5b57\u5316\u66f4\u9ad8\u6548\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter  wp-image-30057\" title=\"RolmOCR\uff1a\u5feb\u901f\u3001\u8f7b\u91cf\u7684\u5f00\u6e90\u6587\u6863OCR\u6a21\u578b-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/04\/3e282127c84e7d0.png\" alt=\"RolmOCR\uff1a\u5feb\u901f\u3001\u8f7b\u91cf\u7684\u5f00\u6e90\u6587\u6863OCR\u6a21\u578b-1\" width=\"769\" height=\"475\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/04\/3e282127c84e7d0.png 955w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/04\/3e282127c84e7d0-768x474.png 768w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/04\/3e282127c84e7d0-18x12.png 18w\" sizes=\"auto, (max-width: 769px) 100vw, 769px\" \/><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter  wp-image-30058\" title=\"RolmOCR\uff1a\u8bc6\u522b\u624b\u5199\u548c\u503e\u659c\u5b57\u7b26\u7684\u6587\u6863OCR\u6a21\u578b-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/04\/e31a0c901100870.png\" alt=\"RolmOCR\uff1a\u8bc6\u522b\u624b\u5199\u548c\u503e\u659c\u5b57\u7b26\u7684\u6587\u6863OCR\u6a21\u578b-1\" width=\"770\" height=\"367\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/04\/e31a0c901100870.png 941w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/04\/e31a0c901100870-768x366.png 768w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/04\/e31a0c901100870-18x9.png 18w\" sizes=\"auto, (max-width: 770px) 100vw, 770px\" \/><\/p>\n<p>&nbsp;<\/p>\n<h2>\u529f\u80fd\u5217\u8868<\/h2>\n<ul>\n<li>\u5feb\u901f\u6587\u5b57\u63d0\u53d6\uff1a\u4ece\u56fe\u7247\u548c PDF \u4e2d\u63d0\u53d6\u6587\u5b57\uff0c\u5904\u7406\u901f\u5ea6\u5feb\uff0c\u9002\u5408\u5927\u91cf\u6587\u6863\u3002<\/li>\n<li>\u652f\u6301\u591a\u79cd\u6587\u6863\uff1a\u80fd\u8bc6\u522b\u624b\u5199\u7b14\u8bb0\u3001\u6253\u5370\u6587\u4ef6\u548c\u590d\u6742\u8868\u683c\u3002<\/li>\n<li>\u5f00\u6e90\u514d\u8d39\uff1a\u5728 Apache 2.0 \u8bb8\u53ef\u4e0b\u5f00\u653e\uff0c\u4ee3\u7801\u53ef\u81ea\u7531\u4e0b\u8f7d\u548c\u8c03\u6574\u3002<\/li>\n<li>\u4f4e\u5185\u5b58\u5360\u7528\uff1a\u76f8\u6bd4 <a href=\"https:\/\/www.kdjingpai.com\/olmocr\/\">olmOCR<\/a> \u66f4\u7701\u8d44\u6e90\uff0c\u8fd0\u884c\u65f6\u5bf9\u7535\u8111\u8981\u6c42\u4f4e\u3002<\/li>\n<li>\u65e0\u9700\u5143\u6570\u636e\uff1a\u76f4\u63a5\u5904\u7406\u539f\u59cb\u6587\u6863\uff0c\u4e0d\u7528\u4f9d\u8d56 PDF \u7684\u989d\u5916\u4fe1\u606f\u3002<\/li>\n<li>\u589e\u5f3a\u503e\u659c\u6587\u6863\u8bc6\u522b\uff1a\u8bad\u7ec3\u6570\u636e\u4e2d 15% \u88ab\u65cb\u8f6c\uff0c\u63d0\u5347\u5bf9\u975e\u6b63\u89d2\u5ea6\u6587\u6863\u7684\u9002\u5e94\u6027\u3002<\/li>\n<li>\u57fa\u4e8e\u6700\u65b0\u6a21\u578b\uff1a\u91c7\u7528 Qwen2.5-VL-7B\uff0c\u63d0\u5347\u8bc6\u522b\u51c6\u786e\u5ea6\u548c\u6548\u7387\u3002<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h2>\u4f7f\u7528\u5e2e\u52a9<\/h2>\n<p>RolmOCR \u662f\u4e00\u4e2a\u5f00\u6e90\u5de5\u5177\uff0c\u4e3b\u8981\u901a\u8fc7\u4ee3\u7801\u8fd0\u884c\uff0c\u9002\u5408\u6709\u7f16\u7a0b\u57fa\u7840\u7684\u7528\u6237\u3002\u4ee5\u4e0b\u662f\u8be6\u7ec6\u7684\u5b89\u88c5\u548c\u4f7f\u7528\u6307\u5357\u3002<\/p>\n<h3>\u5b89\u88c5\u6d41\u7a0b<\/h3>\n<ol>\n<li><strong>\u68c0\u67e5 Python \u73af\u5883<\/strong><br \/>\nRolmOCR \u9700\u8981 Python 3.8 \u6216\u66f4\u9ad8\u7248\u672c\u3002\u6253\u5f00\u547d\u4ee4\u884c\uff0c\u8f93\u5165\u00a0<code>python --version<\/code>\u00a0\u67e5\u770b\u7248\u672c\u3002\u5982\u679c\u6ca1\u6709\u5b89\u88c5\uff0c\u53bb\u00a0Python \u5b98\u7f51\u00a0\u4e0b\u8f7d\u5e76\u5b89\u88c5\u3002<\/li>\n<li><strong>\u5b89\u88c5 vLLM \u6846\u67b6<\/strong><br \/>\nRolmOCR \u4f7f\u7528 <a href=\"https:\/\/www.kdjingpai.com\/pt\/vllm\/\">vLLM<\/a> \u8fd0\u884c\u6a21\u578b\u3002\u5728\u547d\u4ee4\u884c\u8f93\u5165\uff1a<\/li>\n<\/ol>\n<pre><code>pip install vllm\r\n<\/code><\/pre>\n<p>\u5b89\u88c5\u5b8c\u6210\u540e\uff0c\u8bbe\u7f6e\u73af\u5883\u53d8\u91cf\uff1a<\/p>\n<pre><code>export VLLM_USE_V1=1\r\n<\/code><\/pre>\n<p>\u8fd9\u80fd\u786e\u4fdd vLLM \u6b63\u5e38\u5de5\u4f5c\u3002<\/p>\n<ol start=\"3\">\n<li><strong>\u4e0b\u8f7d RolmOCR \u6a21\u578b<\/strong><br \/>\n\u6a21\u578b\u6587\u4ef6\u5728 Hugging Face \u4e0a\u6258\u7ba1\u3002\u8bbf\u95ee\u00a0https:\/\/huggingface.co\/reducto\/RolmOCR\uff0c\u70b9\u51fb\u201cFiles and versions\u201d\u4e0b\u8f7d\u3002\u6216\u8005\u7528\u547d\u4ee4\u884c\u62c9\u53d6\uff1a<\/li>\n<\/ol>\n<pre><code>git clone https:\/\/huggingface.co\/reducto\/RolmOCR\r\n<\/code><\/pre>\n<ol start=\"4\">\n<li><strong>\u542f\u52a8\u672c\u5730\u670d\u52a1<\/strong><br \/>\n\u8fdb\u5165\u4e0b\u8f7d\u7684\u6a21\u578b\u6587\u4ef6\u5939\uff0c\u8fd0\u884c\uff1a<\/li>\n<\/ol>\n<pre><code>vllm serve reducto\/RolmOCR\r\n<\/code><\/pre>\n<p>\u670d\u52a1\u542f\u52a8\u540e\uff0c\u9ed8\u8ba4\u5730\u5740\u662f\u00a0<code>http:\/\/localhost:8000\/v1<\/code>\u3002\u4fdd\u6301\u547d\u4ee4\u884c\u7a97\u53e3\u6253\u5f00\u3002<\/p>\n<h3>\u4f7f\u7528\u65b9\u6cd5<\/h3>\n<p>RolmOCR \u901a\u8fc7 API \u8c03\u7528\u6765\u63d0\u53d6\u6587\u5b57\u3002\u4ee5\u4e0b\u662f\u5177\u4f53\u6b65\u9aa4\u3002<\/p>\n<h4>\u51c6\u5907\u6587\u4ef6<\/h4>\n<p>\u51c6\u5907\u9700\u8981\u8bc6\u522b\u7684\u6587\u4ef6\uff0c\u6bd4\u5982\u56fe\u7247\uff08PNG\/JPG\uff09\u6216 PDF\u3002\u5047\u8bbe\u6587\u4ef6\u8def\u5f84\u662f\u00a0<code>test_doc.png<\/code>\u3002<\/p>\n<h4>\u8c03\u7528 API \u63d0\u53d6\u6587\u5b57<\/h4>\n<p>\u7528 Python \u7f16\u5199\u811a\u672c\uff0c\u628a\u6587\u4ef6\u8f6c\u4e3a base64 \u7f16\u7801\u540e\u53d1\u9001\u7ed9 RolmOCR\u3002\u793a\u4f8b\u4ee3\u7801\u5982\u4e0b\uff1a<\/p>\n<pre><code>from openai import OpenAI\r\nimport base64\r\n# \u8fde\u63a5\u672c\u5730\u670d\u52a1\r\nclient = OpenAI(api_key=\"123\", base_url=\"http:\/\/localhost:8000\/v1\")\r\nmodel = \"reducto\/RolmOCR-7b\"\r\n# \u56fe\u7247\u8f6c base64\r\ndef encode_image(image_path):\r\nwith open(image_path, \"rb\") as image_file:\r\nreturn base64.b64encode(image_file.read()).decode(\"utf-8\")\r\n# \u8c03\u7528 RolmOCR \u63d0\u53d6\u6587\u5b57\r\ndef ocr_page_with_rolm(img_base64):\r\nresponse = client.chat.completions.create(\r\nmodel=model,\r\nmessages=[\r\n{\r\n\"role\": \"user\",\r\n\"content\": [\r\n{\"type\": \"image_url\", \"image_url\": {\"url\": f\"data:image\/png;base64,{img_base64}\"}},\r\n{\"type\": \"text\", \"text\": \"\u628a\u8fd9\u5f20\u56fe\u7247\u91cc\u7684\u6587\u5b57\u63d0\u53d6\u51fa\u6765\uff0c\u50cf\u4eba\u8bfb\u7684\u90a3\u6837\u81ea\u7136\u8fd4\u56de\u3002\"}\r\n]\r\n}\r\n],\r\ntemperature=0.2,\r\nmax_tokens=4096\r\n)\r\nreturn response.choices[0].message.content\r\n# \u8fd0\u884c\u793a\u4f8b\r\ntest_img_path = \"test_doc.png\"\r\nimg_base64 = encode_image(test_img_path)\r\nresult = ocr_page_with_rolm(img_base64)\r\nprint(result)\r\n<\/code><\/pre>\n<p>\u4fdd\u5b58\u4e3a\u00a0<code>ocr_test.py<\/code>\uff0c\u7136\u540e\u8fd0\u884c\uff1a<\/p>\n<pre><code>python ocr_test.py\r\n<\/code><\/pre>\n<p>\u7a0b\u5e8f\u4f1a\u8fd4\u56de\u63d0\u53d6\u7684\u6587\u5b57\uff0c\u6bd4\u5982\uff1a<\/p>\n<pre><code>\u4f1a\u8bae\u8bb0\u5f55\r\n2025\u5e744\u67087\u65e5\r\n- \u9879\u76ee\u8ba1\u5212\u8ba8\u8bba\r\n- \u51c6\u5907\u76f8\u5173\u8d44\u6599\r\n<\/code><\/pre>\n<h4>\u6279\u91cf\u5904\u7406<\/h4>\n<p>\u8981\u5904\u7406\u591a\u4efd\u6587\u4ef6\uff0c\u53ef\u4ee5\u6539\u5199\u4ee3\u7801\u3002\u628a\u6587\u4ef6\u8def\u5f84\u653e\u8fdb\u5217\u8868\uff0c\u5faa\u73af\u8c03\u7528\uff1a<\/p>\n<pre><code>file_paths = [\"doc1.png\", \"doc2.png\", \"doc3.png\"]\r\nfor path in file_paths:\r\nimg_base64 = encode_image(path)\r\nresult = ocr_page_with_rolm(img_base64)\r\nprint(f\"{path} \u7684\u7ed3\u679c\uff1a\\n{result}\\n\")\r\n<\/code><\/pre>\n<h3>\u7279\u8272\u529f\u80fd\u64cd\u4f5c<\/h3>\n<ol>\n<li><strong>\u624b\u5199\u6587\u5b57\u8bc6\u522b<\/strong><br \/>\nRolmOCR \u80fd\u8bc6\u522b\u624b\u5199\u5185\u5bb9\u3002\u6bd4\u5982\u4e00\u5f20\u5199\u7740\u201cDeepseek Coder\u201d\u7684\u7b14\u8bb0\uff0c\u5b83\u80fd\u51c6\u786e\u8f93\u51fa\uff0c\u4e0d\u4f1a\u8bef\u8ba4\u6210\u201cOCLM\u201d\u3002\u4e0a\u4f20\u56fe\u7247\u540e\uff0c\u7ed3\u679c\u4f1a\u6309\u81ea\u7136\u987a\u5e8f\u6392\u5217\u3002<\/li>\n<li><strong>\u503e\u659c\u6587\u6863\u5904\u7406<\/strong><br \/>\n\u8bad\u7ec3\u6570\u636e\u4e2d 15% \u88ab\u65cb\u8f6c\uff0c\u6240\u4ee5\u5b83\u5bf9\u503e\u659c\u7684\u6587\u6863\u66f4\u9002\u5e94\u3002\u6bd4\u5982\u4e00\u5f20\u6b6a\u659c\u7684\u626b\u63cf\u4ef6\uff0c\u6587\u5b57\u4f9d\u7136\u80fd\u6b63\u786e\u63d0\u53d6\u3002<\/li>\n<li><strong>\u4f4e\u5185\u5b58\u8fd0\u884c<\/strong><br \/>\n\u4e0d\u4f9d\u8d56\u5143\u6570\u636e\uff0c\u63d0\u793a\u957f\u5ea6\u53d8\u77ed\uff0c\u5904\u7406\u65f6\u5360\u7528\u7684\u663e\u5b58\uff08VRAM\uff09\u66f4\u5c11\u3002\u9002\u5408\u914d\u7f6e\u8f83\u4f4e\u7684\u7535\u8111\u3002<\/li>\n<\/ol>\n<h3>\u6ce8\u610f\u4e8b\u9879<\/h3>\n<ul>\n<li><strong>\u670d\u52a1\u4e2d\u65ad<\/strong>\uff1a\u542f\u52a8\u670d\u52a1\u540e\uff0c\u4e0d\u8981\u5173\u95ed\u547d\u4ee4\u884c\u7a97\u53e3\uff0c\u5426\u5219 API \u4f1a\u505c\u6b62\u3002<\/li>\n<li><strong>\u5185\u5b58\u4e0d\u8db3<\/strong>\uff1a\u5982\u679c\u7535\u8111\u5185\u5b58\u4e0d\u591f\uff0c\u53ef\u4ee5\u8c03\u6574 vLLM \u53c2\u6570\uff0c\u6bd4\u5982\u00a0<code>per_device_train_batch_size<\/code>\uff0c\u964d\u4f4e\u8d44\u6e90\u9700\u6c42\u3002<\/li>\n<li><strong>\u5c40\u9650\u6027<\/strong>\uff1aRolmOCR \u53ef\u80fd\u6f0f\u6389\u4f4e\u5bf9\u6bd4\u5ea6\u7684\u5c0f\u6587\u5b57\uff0c\u6216\u5bf9\u65e0\u5143\u6570\u636e\u7684\u590d\u6742\u8868\u683c\u8bc6\u522b\u4e0d\u5168\u3002\u5efa\u8bae\u4f18\u5316\u56fe\u7247\u8d28\u91cf\u540e\u518d\u8bd5\u3002<\/li>\n<li><strong>\u4e0d\u652f\u6301\u5e03\u5c40\u6846<\/strong>\uff1a\u4e0d\u50cf Reducto \u7684\u5546\u4e1a API\uff0cRolmOCR \u65e0\u6cd5\u8f93\u51fa\u6587\u5b57\u7684bounding box\uff08\u4f4d\u7f6e\u6846\uff09\u3002<\/li>\n<\/ul>\n<p>\u901a\u8fc7\u8fd9\u4e9b\u6b65\u9aa4\uff0c\u7528\u6237\u53ef\u4ee5\u8f7b\u677e\u5b89\u88c5\u548c\u4f7f\u7528 RolmOCR\uff0c\u628a\u6587\u6863\u4e2d\u7684\u6587\u5b57\u5feb\u901f\u63d0\u53d6\u51fa\u6765\u3002<\/p>\n<p>&nbsp;<\/p>\n<h2>\u5e94\u7528\u573a\u666f<\/h2>\n<ol>\n<li><strong>\u5b66\u672f\u7814\u7a76<\/strong><br \/>\n\u5b66\u751f\u548c\u7814\u7a76\u8005\u53ef\u4ee5\u7528 RolmOCR \u626b\u63cf\u624b\u5199\u7b14\u8bb0\u6216\u8001\u65e7\u6587\u732e\uff0c\u8f6c\u6210\u7535\u5b50\u6587\u672c\uff0c\u65b9\u4fbf\u6574\u7406\u548c\u641c\u7d22\u3002<\/li>\n<li><strong>\u4f01\u4e1a\u6587\u6863\u5904\u7406<\/strong><br \/>\n\u516c\u53f8\u80fd\u7528\u5b83\u63d0\u53d6\u5408\u540c\u3001\u4fe1\u5c01\u4e0a\u7684\u6587\u5b57\uff0c\u5f55\u5165\u7cfb\u7edf\uff0c\u51cf\u5c11\u624b\u52a8\u5de5\u4f5c\u3002<\/li>\n<li><strong>\u591a\u8bed\u8a00\u652f\u6301<\/strong><br \/>\n\u5904\u7406\u4e2d\u82f1\u6587\u6df7\u5408\u6587\u6863\u6216\u6cd5\u8bed\u624b\u5199\u4fe1\u4ef6\uff0c\u5feb\u901f\u63d0\u53d6\u4fe1\u606f\uff0c\u9002\u5408\u8de8\u56fd\u4ea4\u6d41\u3002<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<h2>QA<\/h2>\n<ol>\n<li><strong>RolmOCR \u548c olmOCR \u6709\u4ec0\u4e48\u533a\u522b\uff1f<\/strong><br \/>\nRolmOCR \u57fa\u4e8e\u66f4\u65b0\u7684 Qwen2.5-VL-7B 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