{"id":16535,"date":"2024-12-27T10:26:22","date_gmt":"2024-12-27T02:26:22","guid":{"rendered":"https:\/\/www.aisharenet.com\/?p=16535"},"modified":"2024-12-27T10:26:22","modified_gmt":"2024-12-27T02:26:22","slug":"cogagent","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/de\/cogagent\/","title":{"rendered":"CogAgent\uff1a\u667a\u8c31\u5f00\u6e90\u7684\u667a\u80fd\u89c6\u89c9\u8bed\u8a00\u6a21\u578b\uff0c\u5b9e\u73b0\u56fe\u5f62\u754c\u9762\u81ea\u52a8\u5316\u64cd\u4f5c"},"content":{"rendered":"<p>CogAgent\u662f\u7531\u6e05\u534e\u5927\u5b66\u6570\u636e\u6316\u6398\u7814\u7a76\u7ec4\uff08THUDM\uff09\u5f00\u53d1\u7684\u5f00\u6e90\u89c6\u89c9\u8bed\u8a00\u6a21\u578b\uff0c\u65e8\u5728\u5b9e\u73b0\u8de8\u5e73\u53f0\u7684\u56fe\u5f62\u7528\u6237\u754c\u9762\uff08GUI\uff09\u81ea\u52a8\u5316\u64cd\u4f5c\u3002\u8be5\u6a21\u578b\u57fa\u4e8eCogVLM\uff08GLM-4V-9B\uff09\uff0c\u652f\u6301\u4e2d\u82f1\u6587\u53cc\u8bed\u4ea4\u4e92\uff0c\u80fd\u591f\u901a\u8fc7\u5c4f\u5e55\u622a\u56fe\u548c\u81ea\u7136\u8bed\u8a00\u8fdb\u884c\u4efb\u52a1\u6267\u884c\u3002CogAgent\u5728\u591a\u4e2a\u5e73\u53f0\u548c\u7c7b\u522b\u7684GUI\u4efb\u52a1\u4e2d\u53d6\u5f97\u4e86\u9886\u5148\u7684\u6027\u80fd\uff0c\u9002\u7528\u4e8eWindows\u3001macOS\u548cAndroid\u7b49\u591a\u79cd\u8ba1\u7b97\u8bbe\u5907\u3002\u5176\u6700\u65b0\u7248\u672cCogAgent-9B-20241220\u5728GUI\u611f\u77e5\u3001\u63a8\u7406\u51c6\u786e\u6027\u3001\u64cd\u4f5c\u7a7a\u95f4\u5b8c\u6574\u6027\u548c\u4efb\u52a1\u6cdb\u5316\u6027\u65b9\u9762\u6709\u663e\u8457\u63d0\u5347\u3002<\/p>\n<blockquote><p><code data-immersive-translate-walked=\"c9fe299c-cf79-4ccb-8540-4c9e44348861\">CogAgent-9B-20241220<\/code>\u00a0\u6a21\u578b\u57fa\u4e8e GLM-4V-9B\uff0c\u8fd9\u662f\u4e00\u4e2a\u53cc\u8bed\u5f00\u6e90\u7684 VLM \u57fa\u7840\u6a21\u578b\u3002\u901a\u8fc7\u6570\u636e\u6536\u96c6\u548c\u4f18\u5316\u3001\u591a\u9636\u6bb5\u8bad\u7ec3\u548c\u7b56\u7565\u6539\u8fdb\uff0c\u00a0<code data-immersive-translate-walked=\"c9fe299c-cf79-4ccb-8540-4c9e44348861\">CogAgent-9B-20241220<\/code>\u00a0\u5728 GUI \u611f\u77e5\u3001\u63a8\u7406\u9884\u6d4b\u7cbe\u5ea6\u3001\u52a8\u4f5c\u7a7a\u95f4\u5b8c\u6574\u6027\u548c\u8de8\u4efb\u52a1\u6cdb\u5316\u80fd\u529b\u65b9\u9762\u53d6\u5f97\u4e86\u663e\u8457\u8fdb\u6b65\u3002\u8be5\u6a21\u578b\u652f\u6301\u53cc\u8bed\uff08\u4e2d\u6587\u548c\u82f1\u6587\uff09\u4ea4\u4e92\uff0c\u5305\u62ec\u622a\u56fe\u548c\u8bed\u8a00\u8f93\u5165\u3002\u8fd9\u4e2a\u7248\u672c\u7684 CogAgent \u6a21\u578b\u5df2\u7ecf\u88ab\u5e94\u7528\u4e8e\u667a\u8c31 AI \u7684 GLM-PC \u4ea7\u54c1\u4e2d\u3002<\/p><\/blockquote>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter  wp-image-16537\" title=\"CogAgent\uff1a\u667a\u8c31\u5f00\u6e90\u7684\u667a\u80fd\u89c6\u89c9\u8bed\u8a00\u6a21\u578b\uff0c\u5b9e\u73b0\u56fe\u5f62\u754c\u9762\u81ea\u52a8\u5316\u64cd\u4f5c-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/e751f5e514f6222.jpg\" alt=\"CogAgent\uff1a\u667a\u8c31\u5f00\u6e90\u7684\u667a\u80fd\u89c6\u89c9\u8bed\u8a00\u6a21\u578b\uff0c\u5b9e\u73b0\u56fe\u5f62\u754c\u9762\u81ea\u52a8\u5316\u64cd\u4f5c-1\" width=\"1140\" height=\"614\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/e751f5e514f6222.jpg 1729w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/e751f5e514f6222-300x162.jpg 300w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/e751f5e514f6222-1024x551.jpg 1024w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/e751f5e514f6222-768x414.jpg 768w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/e751f5e514f6222-1536x827.jpg 1536w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/e751f5e514f6222-18x10.jpg 18w\" sizes=\"auto, (max-width: 1140px) 100vw, 1140px\" \/><\/p>\n<p>&nbsp;<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-16536\" title=\"CogAgent\uff1a\u667a\u8c31\u5f00\u6e90\u7684\u667a\u80fd\u89c6\u89c9\u8bed\u8a00\u6a21\u578b\uff0c\u5b9e\u73b0\u56fe\u5f62\u754c\u9762\u81ea\u52a8\u5316\u64cd\u4f5c-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/4b14e2c47cf34f1.png\" alt=\"CogAgent\uff1a\u667a\u8c31\u5f00\u6e90\u7684\u667a\u80fd\u89c6\u89c9\u8bed\u8a00\u6a21\u578b\uff0c\u5b9e\u73b0\u56fe\u5f62\u754c\u9762\u81ea\u52a8\u5316\u64cd\u4f5c-1\" width=\"1126\" height=\"731\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/4b14e2c47cf34f1.png 1126w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/4b14e2c47cf34f1-300x195.png 300w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/4b14e2c47cf34f1-1024x665.png 1024w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/4b14e2c47cf34f1-768x499.png 768w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/4b14e2c47cf34f1-18x12.png 18w\" sizes=\"auto, (max-width: 1126px) 100vw, 1126px\" \/><\/p>\n<p>&nbsp;<\/p>\n<h2>\u529f\u80fd\u5217\u8868<\/h2>\n<ul>\n<li>\u9ad8\u5206\u8fa8\u7387\u56fe\u50cf\u7406\u89e3\u548c\u5904\u7406(\u652f\u63011120&#215;1120\u5206\u8fa8\u7387)<\/li>\n<li>GUI\u754c\u9762\u81ea\u52a8\u5316\u64cd\u4f5c\u80fd\u529b<\/li>\n<li>\u8de8\u5e73\u53f0\u517c\u5bb9\u7684\u754c\u9762\u4ea4\u4e92<\/li>\n<li>\u89c6\u89c9\u95ee\u7b54(VQA)\u4efb\u52a1\u5904\u7406<\/li>\n<li>\u56fe\u8868\u7406\u89e3\u4e0e\u5206\u6790(ChartQA)<\/li>\n<li>\u6587\u6863\u89c6\u89c9\u95ee\u7b54(DocVQA)<\/li>\n<li>\u4fe1\u606f\u89c6\u89c9\u95ee\u7b54(InfoVQA)<\/li>\n<li>\u573a\u666f\u6587\u672c\u7406\u89e3(ST-VQA)<\/li>\n<li>\u901a\u7528\u77e5\u8bc6\u89c6\u89c9\u95ee\u7b54(OK-VQA)<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h2>\u4f7f\u7528\u5e2e\u52a9<\/h2>\n<h3>1. \u73af\u5883\u914d\u7f6e<\/h3>\n<p>1.1 \u57fa\u7840\u8981\u6c42\uff1a<\/p>\n<ul>\n<li>Python 3.8\u6216\u66f4\u9ad8\u7248\u672c<\/li>\n<li>CUDA\u652f\u6301\u7684GPU\u8bbe\u5907<\/li>\n<li>\u8db3\u591f\u7684\u663e\u5b58\u7a7a\u95f4(\u63a8\u8350\u81f3\u5c1116GB)<\/li>\n<\/ul>\n<p>1.2 \u5b89\u88c5\u6b65\u9aa4\uff1a<\/p>\n<pre><code># \u514b\u9686\u9879\u76ee\u4ed3\u5e93\r\ngit clone https:\/\/github.com\/THUDM\/CogAgent.git\r\ncd CogAgent\r\n# \u5b89\u88c5\u4f9d\u8d56\r\npip install -r requirements.txt\r\n<\/code><\/pre>\n<h3>2. \u6a21\u578b\u52a0\u8f7d\u4e0e\u4f7f\u7528<\/h3>\n<p>2.1 \u6a21\u578b\u4e0b\u8f7d\uff1a<\/p>\n<ul>\n<li>\u4eceHugging Face\u5e73\u53f0\u4e0b\u8f7d\u6a21\u578b\u6743\u91cd\u6587\u4ef6<\/li>\n<li>\u652f\u6301\u4e24\u79cd\u7248\u672c\uff1acogagent-18b\u548ccogagent-9b<\/li>\n<\/ul>\n<p>2.2 \u57fa\u672c\u4f7f\u7528\u6d41\u7a0b\uff1a<\/p>\n<pre><code>from cogagent import CogAgentModel\r\n# \u521d\u59cb\u5316\u6a21\u578b\r\nmodel = CogAgentModel.from_pretrained(\"THUDM\/CogAgent\")\r\n# \u52a0\u8f7d\u56fe\u50cf\r\nimage_path = \"path\/to\/your\/image.jpg\"\r\nresponse = model.process_image(image_path)\r\n# \u6267\u884cGUI\u64cd\u4f5c\r\ngui_command = model.generate_gui_command(image_path, task_description)\r\nmodel.execute_command(gui_command)\r\n<\/code><\/pre>\n<h3>3. \u4e3b\u8981\u529f\u80fd\u4f7f\u7528\u8bf4\u660e<\/h3>\n<p>3.1 \u56fe\u50cf\u7406\u89e3\u529f\u80fd\uff1a<\/p>\n<ul>\n<li>\u652f\u6301\u591a\u79cd\u56fe\u50cf\u683c\u5f0f\u8f93\u5165<\/li>\n<li>\u53ef\u5904\u7406\u9ad8\u8fbe1120&#215;1120\u5206\u8fa8\u7387\u7684\u56fe\u50cf<\/li>\n<li>\u63d0\u4f9b\u8be6\u7ec6\u7684\u56fe\u50cf\u5185\u5bb9\u63cf\u8ff0\u548c\u5206\u6790<\/li>\n<\/ul>\n<p>3.2 GUI\u81ea\u52a8\u5316\u64cd\u4f5c\uff1a<\/p>\n<ul>\n<li>\u652f\u6301\u8bc6\u522b\u754c\u9762\u5143\u7d20<\/li>\n<li>\u53ef\u6267\u884c\u70b9\u51fb\u3001\u62d6\u62fd\u3001\u8f93\u5165\u7b49\u64cd\u4f5c<\/li>\n<li>\u63d0\u4f9b\u64cd\u4f5c\u9a8c\u8bc1\u548c\u9519\u8bef\u5904\u7406\u673a\u5236<\/li>\n<\/ul>\n<p>3.3 \u89c6\u89c9\u95ee\u7b54\u529f\u80fd\uff1a<\/p>\n<ul>\n<li>\u652f\u6301\u81ea\u7136\u8bed\u8a00\u63d0\u95ee<\/li>\n<li>\u63d0\u4f9b\u8be6\u7ec6\u7684\u56fe\u50cf\u76f8\u5173\u7b54\u6848<\/li>\n<li>\u53ef\u5904\u7406\u590d\u6742\u7684\u63a8\u7406\u95ee\u9898<\/li>\n<\/ul>\n<h3>4. \u6027\u80fd\u4f18\u5316\u5efa\u8bae<\/h3>\n<p>4.1 \u663e\u5b58\u7ba1\u7406\uff1a<\/p>\n<ul>\n<li>\u4f7f\u7528\u9002\u5f53\u7684\u6279\u5904\u7406\u5927\u5c0f<\/li>\n<li>\u53ca\u65f6\u6e05\u7406\u672a\u4f7f\u7528\u7684\u6a21\u578b\u5b9e\u4f8b<\/li>\n<li>\u63a7\u5236\u5e76\u53d1\u5904\u7406\u4efb\u52a1\u6570\u91cf<\/li>\n<\/ul>\n<p>4.2 \u63a8\u7406\u901f\u5ea6\u4f18\u5316\uff1a<\/p>\n<ul>\n<li>\u4f7f\u7528FP16\u7cbe\u5ea6\u52a0\u901f\u63a8\u7406<\/li>\n<li>\u542f\u7528\u6a21\u578b\u91cf\u5316\u51cf\u5c11\u8d44\u6e90\u5360\u7528<\/li>\n<li>\u4f18\u5316\u56fe\u50cf\u9884\u5904\u7406\u6d41\u7a0b<\/li>\n<\/ul>\n<h3>5. \u5e38\u89c1\u95ee\u9898\u89e3\u51b3<\/h3>\n<p>5.1 \u5185\u5b58\u95ee\u9898\uff1a<\/p>\n<ul>\n<li>\u68c0\u67e5\u663e\u5b58\u4f7f\u7528\u60c5\u51b5<\/li>\n<li>\u9002\u5f53\u8c03\u6574\u6279\u5904\u7406\u5927\u5c0f<\/li>\n<li>\u4f7f\u7528\u68af\u5ea6\u68c0\u67e5\u70b9\u6280\u672f<\/li>\n<\/ul>\n<p>5.2 \u7cbe\u5ea6\u95ee\u9898\uff1a<\/p>\n<ul>\n<li>\u786e\u4fdd\u8f93\u5165\u56fe\u50cf\u8d28\u91cf<\/li>\n<li>\u8c03\u6574\u6a21\u578b\u53c2\u6570\u914d\u7f6e<\/li>\n<li>\u9a8c\u8bc1\u9884\u5904\u7406\u6b65\u9aa4\u6b63\u786e\u6027<\/li>\n<\/ul>\n<h3>\u4e3b\u8981\u529f\u80fd\u64cd\u4f5c\u6d41\u7a0b<\/h3>\n<ul>\n<li><strong>\u5355\u6b65\u64cd\u4f5c<\/strong>\uff1a\u901a\u8fc7\u7b80\u5355\u7684\u81ea\u7136\u8bed\u8a00\u6307\u4ee4\u6267\u884c\u5355\u6b65\u64cd\u4f5c\uff0c\u5982\u6253\u5f00\u5e94\u7528\u7a0b\u5e8f\u3001\u70b9\u51fb\u6309\u94ae\u7b49\u3002<\/li>\n<li><strong>\u591a\u6b65\u64cd\u4f5c<\/strong>\uff1a\u652f\u6301\u590d\u6742\u7684\u591a\u6b65\u64cd\u4f5c\u4efb\u52a1\uff0c\u901a\u8fc7\u8fde\u7eed\u7684\u6307\u4ee4\u5b9e\u73b0\u81ea\u52a8\u5316\u5de5\u4f5c\u6d41\u3002<\/li>\n<li><strong>\u4efb\u52a1\u8bb0\u5f55\u4e0e\u56de\u653e<\/strong>\uff1a\u8bb0\u5f55\u7528\u6237\u64cd\u4f5c\u5386\u53f2\uff0c\u5e76\u652f\u6301\u56de\u653e\u529f\u80fd\uff0c\u65b9\u4fbf\u8c03\u8bd5\u548c\u4f18\u5316\u3002<\/li>\n<li><strong>\u9519\u8bef\u5904\u7406<\/strong>\uff1a\u5185\u7f6e\u9519\u8bef\u5904\u7406\u673a\u5236\uff0c\u80fd\u591f\u8bc6\u522b\u5e76\u5904\u7406\u5e38\u89c1\u7684\u64cd\u4f5c\u9519\u8bef\uff0c\u786e\u4fdd\u4efb\u52a1\u987a\u5229\u5b8c\u6210\u3002<\/li>\n<\/ul>\n<h3>\u7279\u8272\u529f\u80fd<\/h3>\n<ul>\n<li><strong>\u9ad8\u6548\u63a8\u7406<\/strong>\uff1a\u5728BF16\u7cbe\u5ea6\u4e0b\uff0c\u6a21\u578b\u63a8\u7406\u9700\u8981\u81f3\u5c1129GB\u7684GPU\u5185\u5b58\uff0c\u63a8\u8350\u4f7f\u7528A100\u6216H100 GPU\u3002<\/li>\n<li><strong>\u7075\u6d3b\u90e8\u7f72<\/strong>\uff1a\u652f\u6301\u5728\u591a\u79cd\u786c\u4ef6\u5e73\u53f0\u4e0a\u90e8\u7f72\uff0c\u5305\u62ecHuggingFace\u3001ModelScope\u548cWiseModel\u7b49\u3002<\/li>\n<li><strong>\u793e\u533a\u652f\u6301<\/strong>\uff1a\u6d3b\u8dc3\u7684\u5f00\u6e90\u793e\u533a\uff0c\u63d0\u4f9b\u6280\u672f\u652f\u6301\u548c\u95ee\u9898\u89e3\u7b54\uff0c\u5e2e\u52a9\u5f00\u53d1\u8005\u5feb\u901f\u4e0a\u624b\u3002<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>CogAgent\u662f\u7531\u6e05\u534e\u5927\u5b66\u6570\u636e\u6316\u6398\u7814\u7a76\u7ec4\uff08THUDM\uff09\u5f00\u53d1\u7684\u5f00\u6e90\u89c6\u89c9\u8bed\u8a00\u6a21\u578b\uff0c\u65e8\u5728\u5b9e\u73b0\u8de8\u5e73\u53f0\u7684\u56fe\u5f62\u7528\u6237\u754c\u9762\uff08GUI\uff09\u81ea\u52a8\u5316\u64cd\u4f5c\u3002\u8be5\u6a21\u578b\u57fa\u4e8eCogVLM\uff08GLM-4V-9B\uff09\uff0c\u652f\u6301\u4e2d\u82f1\u6587\u53cc\u8bed\u4ea4\u4e92\uff0c\u80fd\u591f\u901a\u8fc7\u5c4f\u5e55\u622a\u56fe\u548c\u81ea\u7136\u8bed\u8a00\u8fdb\u884c\u4efb\u52a1\u6267\u884c\u3002Co&#8230;<\/p>\n","protected":false},"author":1,"featured_media":61510,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[20],"tags":[230,373],"class_list":["post-16535","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tool","tag-aikaiyuanxiangmu","tag-zhuomianzidonghuazhian"],"_links":{"self":[{"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/posts\/16535","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/comments?post=16535"}],"version-history":[{"count":0,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/posts\/16535\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/media\/61510"}],"wp:attachment":[{"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/media?parent=16535"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/categories?post=16535"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/tags?post=16535"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}