{"id":35223,"date":"2025-08-11T23:51:21","date_gmt":"2025-08-11T15:51:21","guid":{"rendered":"https:\/\/www.kdjingpai.com\/?p=35223"},"modified":"2025-08-11T23:51:21","modified_gmt":"2025-08-11T15:51:21","slug":"glm-45v","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/de\/glm-45v\/","title":{"rendered":"GLM-4.5V\uff1a\u80fd\u591f\u7406\u89e3\u56fe\u50cf\u548c\u89c6\u9891\u5e76\u751f\u6210\u4ee3\u7801\u7684\u591a\u6a21\u6001\u5bf9\u8bdd\u6a21\u578b"},"content":{"rendered":"<p>GLM-4.5V\u662f\u7531\u667a\u8c31AI\uff08Z.AI\uff09\u5f00\u53d1\u7684\u65b0\u4e00\u4ee3\u89c6\u89c9\u8bed\u8a00\u5927\u6a21\u578b\uff08VLM\uff09\u3002\u8be5\u6a21\u578b\u57fa\u4e8e\u91c7\u7528MOE\u67b6\u6784\u7684\u65d7\u8230\u6587\u672c\u6a21\u578bGLM-4.5-Air\u6784\u5efa\uff0c\u603b\u53c2\u6570\u91cf\u8fbe\u52301060\u4ebf\uff0c\u5176\u4e2d\u6fc0\u6d3b\u53c2\u6570\u4e3a120\u4ebf\u3002GLM-4.5V\u4e0d\u4ec5\u80fd\u5904\u7406\u56fe\u50cf\u548c\u6587\u672c\uff0c\u8fd8\u80fd\u7406\u89e3\u89c6\u9891\u5185\u5bb9\uff0c\u5176\u6838\u5fc3\u80fd\u529b\u8986\u76d6\u4e86\u590d\u6742\u7684\u56fe\u50cf\u63a8\u7406\u3001\u957f\u89c6\u9891\u7406\u89e3\u3001\u6587\u6863\u5185\u5bb9\u89e3\u6790\u4ee5\u53ca\u56fe\u5f62\u7528\u6237\u754c\u9762\uff08GUI\uff09\u64cd\u4f5c\u7b49\u4efb\u52a1\u3002\u4e3a\u4e86\u5e73\u8861\u4e0d\u540c\u573a\u666f\u4e0b\u7684\u6548\u7387\u548c\u6548\u679c\uff0c\u6a21\u578b\u5f15\u5165\u4e86\u201c\u601d\u8003\u6a21\u5f0f\u201d\uff08Thinking Mode\uff09\u5f00\u5173\uff0c\u5141\u8bb8\u7528\u6237\u5728\u9700\u8981\u5feb\u901f\u54cd\u5e94\u6216\u6df1\u5ea6\u63a8\u7406\u7684\u4efb\u52a1\u95f4\u81ea\u7531\u5207\u6362\u3002\u8be5\u6a21\u578b\u652f\u6301\u7684\u6700\u5927\u8f93\u51fa\u957f\u5ea6\u4e3a64K Tokens\uff0c\u5e76\u4e14\u5df2\u7ecf\u5728Hugging Face\u4e0a\u5f00\u6e90\uff0c\u9075\u5faaMIT\u8bb8\u53ef\u8bc1\uff0c\u5141\u8bb8\u5f00\u53d1\u8005\u8fdb\u884c\u5546\u4e1a\u4f7f\u7528\u548c\u4e8c\u6b21\u5f00\u53d1\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-35224\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/08\/d5b0437ab70b88e-scaled.jpeg\" alt=\"\" width=\"2560\" height=\"2508\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/08\/d5b0437ab70b88e-scaled.jpeg 2560w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/08\/d5b0437ab70b88e-1536x1505.jpeg 1536w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/08\/d5b0437ab70b88e-2048x2006.jpeg 2048w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/08\/d5b0437ab70b88e-12x12.jpeg 12w\" sizes=\"auto, (max-width: 2560px) 100vw, 2560px\" \/><\/p>\n<p>&nbsp;<\/p>\n<h2>\u529f\u80fd\u5217\u8868<\/h2>\n<ul>\n<li><strong>\u7f51\u9875\u4ee3\u7801\u751f\u6210<\/strong>: \u5206\u6790\u7f51\u9875\u622a\u56fe\u6216\u5c4f\u5e55\u5f55\u50cf\uff0c\u7406\u89e3\u5176\u5e03\u5c40\u548c\u4ea4\u4e92\u903b\u8f91\uff0c\u76f4\u63a5\u751f\u6210\u5b8c\u6574\u53ef\u7528\u7684HTML\u548cCSS\u4ee3\u7801\u3002<\/li>\n<li><strong>\u89c6\u89c9\u5143\u7d20\u5b9a\u4f4d (Grounding)<\/strong>: \u5728\u56fe\u50cf\u6216\u89c6\u9891\u4e2d\u7cbe\u786e\u5b9a\u4f4d\u5e76\u8bc6\u522b\u5177\u4f53\u7269\u4f53\uff0c\u5e76\u80fd\u4ee5\u5750\u6807\u5f62\u5f0f\uff08\u5982\u00a0<code>[x1,y1,x2,y2]<\/code>\uff09\u8fd4\u56de\u76ee\u6807\u4f4d\u7f6e\uff0c\u9002\u7528\u4e8e\u5b89\u68c0\u3001\u8d28\u68c0\u548c\u5185\u5bb9\u5ba1\u6838\u7b49\u573a\u666f\u3002<\/li>\n<li><strong>GUI\u667a\u80fd\u4f53<\/strong>: \u80fd\u591f\u8bc6\u522b\u5e76\u5904\u7406\u5c4f\u5e55\u622a\u56fe\uff0c\u6839\u636e\u6307\u4ee4\u6267\u884c\u70b9\u51fb\u3001\u6ed1\u52a8\u548c\u4fee\u6539\u5185\u5bb9\u7b49\u64cd\u4f5c\uff0c\u4e3a\u667a\u80fd\u4f53\u5b8c\u6210\u81ea\u52a8\u5316\u4efb\u52a1\u63d0\u4f9b\u652f\u6301\u3002<\/li>\n<li><strong>\u590d\u6742\u957f\u6587\u6863\u89e3\u8bfb<\/strong>: \u6df1\u5ea6\u5206\u6790\u6570\u5341\u9875\u7684\u590d\u6742\u56fe\u6587\u62a5\u544a\uff0c\u652f\u6301\u5185\u5bb9\u6458\u8981\u3001\u7ffb\u8bd1\u3001\u56fe\u8868\u63d0\u53d6\uff0c\u5e76\u80fd\u6839\u636e\u6587\u6863\u5185\u5bb9\u63d0\u51fa\u89c1\u89e3\u3002<\/li>\n<li><strong>\u56fe\u50cf\u8bc6\u522b\u4e0e\u63a8\u7406<\/strong>: \u5177\u5907\u5f3a\u5927\u7684\u573a\u666f\u7406\u89e3\u548c\u903b\u8f91\u63a8\u7406\u80fd\u529b\uff0c\u80fd\u591f\u4ec5\u6839\u636e\u56fe\u50cf\u5185\u5bb9\u63a8\u65ad\u5176\u80cc\u540e\u7684\u80cc\u666f\u4fe1\u606f\uff0c\u65e0\u9700\u4f9d\u8d56\u5916\u90e8\u641c\u7d22\u3002<\/li>\n<li><strong>\u89c6\u9891\u7406\u89e3<\/strong>: \u89e3\u6790\u957f\u89c6\u9891\u5185\u5bb9\uff0c\u51c6\u786e\u8bc6\u522b\u89c6\u9891\u4e2d\u7684\u65f6\u95f4\u3001\u4eba\u7269\u3001\u4e8b\u4ef6\u4ee5\u53ca\u5b83\u4eec\u4e4b\u95f4\u7684\u903b\u8f91\u5173\u7cfb\u3002<\/li>\n<li><strong>\u5b66\u79d1\u95ee\u9898\u89e3\u7b54<\/strong>: \u80fd\u591f\u89e3\u51b3\u56fe\u6587\u7ed3\u5408\u7684\u590d\u6742\u95ee\u9898\uff0c\u7279\u522b\u9002\u7528\u4e8eK12\u6559\u80b2\u573a\u666f\u4e2d\u7684\u4e60\u9898\u89e3\u7b54\u548c\u8bb2\u89e3\u3002<\/li>\n<\/ul>\n<h2>\u4f7f\u7528\u5e2e\u52a9<\/h2>\n<p>GLM-4.5V\u4e3a\u5f00\u53d1\u8005\u63d0\u4f9b\u4e86\u591a\u79cd\u63a5\u5165\u548c\u4f7f\u7528\u65b9\u5f0f\uff0c\u5305\u62ec\u901a\u8fc7\u5b98\u65b9API\u5feb\u901f\u96c6\u6210\u548c\u901a\u8fc7Hugging Face\u5728\u672c\u5730\u90e8\u7f72\u3002<\/p>\n<h3><strong>1. \u901a\u8fc7\u667a\u8c31AI\u5f00\u653e\u5e73\u53f0API\u4f7f\u7528\uff08\u63a8\u8350\uff09<\/strong><\/h3>\n<p>\u5bf9\u4e8e\u5e0c\u671b\u5feb\u901f\u5c06\u6a21\u578b\u96c6\u6210\u5230\u5e94\u7528\u4e2d\u7684\u5f00\u53d1\u8005\u800c\u8a00\uff0c\u4f7f\u7528\u5b98\u65b9API\u662f\u6700\u4fbf\u6377\u7684\u65b9\u5f0f\u3002\u8fd9\u79cd\u65b9\u5f0f\u65e0\u9700\u7ba1\u7406\u590d\u6742\u7684\u786c\u4ef6\u8d44\u6e90\u3002<\/p>\n<h4><strong>API\u4ef7\u683c<\/strong><\/h4>\n<ul>\n<li><strong>\u8f93\u5165<\/strong>: \u00a50.6 \/ \u767e\u4e07 <a href=\"https:\/\/www.kdjingpai.com\/en\/tokenization\/\">tokens<\/a><\/li>\n<li><strong>\u8f93\u51fa<\/strong>: \u00a51.8 \/ \u767e\u4e07 tokens<\/li>\n<\/ul>\n<h4><strong>\u8c03\u7528\u6b65\u9aa4<\/strong><\/h4>\n<ol>\n<li><strong>\u83b7\u53d6API Key<\/strong>: \u524d\u5f80\u667a\u8c31AI\u5f00\u653e\u5e73\u53f0\u6ce8\u518c\u8d26\u6237\u5e76\u521b\u5efaAPI Key\u3002<\/li>\n<li><strong>\u5b89\u88c5SDK<\/strong>:\n<pre><code>pip install zhipuai\r\n<\/code><\/pre>\n<\/li>\n<li><strong>\u7f16\u5199\u8c03\u7528\u4ee3\u7801<\/strong>: \u4ee5\u4e0b\u662f\u4e00\u4e2a\u4f7f\u7528Python SDK\u8c03\u7528API\u7684\u793a\u4f8b\uff0c\u6f14\u793a\u4e86\u5982\u4f55\u53d1\u9001\u56fe\u7247\u548c\u6587\u672c\u8fdb\u884c\u63d0\u95ee\u3002\n<pre><code>from zhipuai import ZhipuAI\r\n# \u4f7f\u7528\u4f60\u7684API Key\u8fdb\u884c\u521d\u59cb\u5316\r\nclient = ZhipuAI(api_key=\"YOUR_API_KEY\") # \u8bf7\u66ff\u6362\u6210\u4f60\u81ea\u5df1\u7684API Key\r\nresponse = client.chat.completions.create(\r\nmodel=\"glm-4.5v\", # \u6307\u5b9a\u4f7f\u7528GLM-4.5V\u6a21\u578b\r\nmessages=[\r\n{\r\n\"role\": \"user\",\r\n\"content\": [\r\n{\r\n\"type\": \"text\",\r\n\"text\": \"\u8fd9\u5f20\u56fe\u7247\u91cc\u6709\u4ec0\u4e48\uff1f\u8bf7\u8be6\u7ec6\u63cf\u8ff0\u4e00\u4e0b\u3002\"\r\n},\r\n{\r\n\"type\": \"image_url\",\r\n\"image_url\": {\r\n\"url\": \"https:\/\/img.alicdn.com\/imgextra\/i3\/O1CN01b22S451o81U5g251b_!!6000000005177-0-tps-1024-1024.jpg\"\r\n}\r\n}\r\n]\r\n}\r\n]\r\n)\r\nprint(response.choices[0].message.content)\r\n<\/code><\/pre>\n<\/li>\n<\/ol>\n<h4><strong>\u542f\u7528\u201c\u601d\u8003\u6a21\u5f0f\u201d<\/strong><\/h4>\n<p>\u5bf9\u4e8e\u9700\u8981\u6a21\u578b\u8fdb\u884c\u66f4\u6df1\u5c42\u6b21\u63a8\u7406\u7684\u590d\u6742\u4efb\u52a1\uff08\u5982\u5206\u6790\u590d\u6742\u56fe\u8868\uff09\uff0c\u53ef\u4ee5\u901a\u8fc7\u5728\u8bf7\u6c42\u4e2d\u6dfb\u52a0<code>thinking<\/code>\u53c2\u6570\u6765\u542f\u7528\u201c\u601d\u8003\u6a21\u5f0f\u201d\u3002<\/p>\n<p>\u4ee5\u4e0b\u662f\u4f7f\u7528<code>cURL<\/code>\u8c03\u7528\u5e76\u542f\u7528\u201c\u601d\u8003\u6a21\u5f0f\u201d\u7684\u5b98\u65b9\u793a\u4f8b\uff1a<\/p>\n<pre><code>curl --location 'https:\/\/api.z.ai\/api\/paas\/v4\/chat\/completions' \\\r\n--header 'Authorization: Bearer YOUR_API_KEY' \\\r\n--header 'Content-Type: application\/json' \\\r\n--data '{\r\n\"model\": \"glm-4.5v\",\r\n\"messages\": [\r\n{\r\n\"role\": \"user\",\r\n\"content\": [\r\n{\r\n\"type\": \"image_url\",\r\n\"image_url\": {\r\n\"url\": \"https:\/\/cloudcovert-1305175928.cos.ap-guangzhou.myqcloud.com\/%E5%9B%BE%E7%89%87grounding.PNG\"\r\n}\r\n},\r\n{\r\n\"type\": \"text\",\r\n\"text\": \"\u684c\u5b50\u4e0a\u4ece\u53f3\u6570\u7b2c\u4e8c\u74f6\u5564\u9152\u5728\u54ea\u91cc\uff1f\u8bf7\u7528[[xmin,ymin,xmax,ymax]]\u683c\u5f0f\u63d0\u4f9b\u5750\u6807\u3002\"\r\n}\r\n]\r\n}\r\n],\r\n\"thinking\": {\r\n\"type\":\"enabled\"\r\n}\r\n}'\r\n<\/code><\/pre>\n<h3><strong>2. \u901a\u8fc7Hugging Face Transformers\u672c\u5730\u90e8\u7f72<\/strong><\/h3>\n<p>\u5bf9\u4e8e\u9700\u8981\u8fdb\u884c\u4e8c\u6b21\u5f00\u53d1\u6216\u79bb\u7ebf\u4f7f\u7528\u7684\u7814\u7a76\u4eba\u5458\u548c\u5f00\u53d1\u8005\uff0c\u53ef\u4ee5\u4eceHugging Face Hub\u4e0b\u8f7d\u6a21\u578b\u5e76\u90e8\u7f72\u5728\u81ea\u5df1\u7684\u73af\u5883\u4e2d\u3002<\/p>\n<ol>\n<li><strong>\u73af\u5883\u8981\u6c42<\/strong>: \u672c\u5730\u90e8\u7f72\u9700\u8981\u5f3a\u5927\u7684\u786c\u4ef6\u652f\u6301\uff0c\u901a\u5e38\u662f\u914d\u5907\u5927\u663e\u5b58\u7684\u9ad8\u6027\u80fdNVIDIA GPU\uff08\u5982A100\/H100\uff09\u3002<\/li>\n<li><strong>\u5b89\u88c5\u4f9d\u8d56<\/strong>:\n<pre><code>pip install transformers torch accelerate Pillow\r\n<\/code><\/pre>\n<\/li>\n<li><strong>\u52a0\u8f7d\u5e76\u8fd0\u884c\u6a21\u578b<\/strong>:\n<pre><code>import torch\r\nfrom PIL import Image\r\nfrom transformers import AutoProcessor, AutoModelForCausalLM\r\n# Hugging Face\u4e0a\u7684\u6a21\u578b\u8def\u5f84\r\nmodel_path = \"zai-org\/GLM-4.5V\"\r\nprocessor = AutoProcessor.from_pretrained(model_path, trust_remote_code=True)\r\n# \u52a0\u8f7d\u6a21\u578b\r\nmodel = AutoModelForCausalLM.from_pretrained(\r\nmodel_path,\r\ntorch_dtype=torch.bfloat16,\r\nlow_cpu_mem_usage=True,\r\ntrust_remote_code=True\r\n).to(\"cuda\").eval()\r\n# \u51c6\u5907\u56fe\u7247\u548c\u6587\u672c\u63d0\u793a\r\nimage = Image.open(\"path_to_your_image.jpg\").convert(\"RGB\")\r\nprompt_text = \"\u8bf7\u4f7f\u7528HTML\u548cCSS\uff0c\u6839\u636e\u8fd9\u5f20\u7f51\u9875\u622a\u56fe\u751f\u6210\u4e00\u4e2a\u9ad8\u8d28\u91cf\u7684UI\u754c\u9762\u3002\"\r\nprompt = [{\"role\": \"user\", \"image\": image, \"content\": prompt_text}]\r\n# \u5904\u7406\u8f93\u5165\u5e76\u751f\u6210\u56de\u590d\r\ninputs = processor.apply_chat_template(prompt, add_generation_prompt=True, tokenize=True, return_tensors=\"pt\", return_dict=True)\r\ninputs = {k: v.to(\"cuda\") for k, v in inputs.items()}\r\ngen_kwargs = {\"max_new_tokens\": 4096, \"do_sample\": True, \"top_p\": 0.8, \"temperature\": 0.6}\r\nwith torch.no_grad():\r\noutputs = model.generate(**inputs, **gen_kwargs)\r\nresponse_ids = outputs[:, inputs['input_ids'].shape[1]:]\r\nresponse_text = processor.decode(response_ids[0])\r\nprint(response_text)\r\n<\/code><\/pre>\n<\/li>\n<\/ol>\n<h2>\u5e94\u7528\u573a\u666f<\/h2>\n<ol>\n<li><strong>\u524d\u7aef\u5f00\u53d1\u81ea\u52a8\u5316<\/strong><br \/>\n\u5f00\u53d1\u8005\u53ef\u4ee5\u63d0\u4f9b\u4e00\u5f20\u8bbe\u8ba1\u7cbe\u826f\u7684\u7f51\u9875\u622a\u56fe\uff0cGLM-4.5V\u80fd\u591f\u76f4\u63a5\u5206\u6790\u622a\u56fe\u4e2d\u7684UI\u5e03\u5c40\u3001\u989c\u8272\u642d\u914d\u548c\u7ec4\u4ef6\u6837\u5f0f\uff0c\u5e76\u81ea\u52a8\u751f\u6210\u5bf9\u5e94\u7684HTML\u548cCSS\u4ee3\u7801\uff0c\u6781\u5927\u5730\u63d0\u9ad8\u4e86\u4ece\u8bbe\u8ba1\u7a3f\u5230\u9759\u6001\u9875\u9762\u7684\u5f00\u53d1\u6548\u7387\u3002<\/li>\n<li><strong>\u667a\u80fd\u5b89\u9632\u4e0e\u76d1\u63a7<\/strong><br \/>\n\u5728\u5b89\u9632\u76d1\u63a7\u573a\u666f\u4e2d\uff0c\u6a21\u578b\u53ef\u4ee5\u5206\u6790\u5b9e\u65f6\u89c6\u9891\u6d41\uff0c\u6839\u636e\u6307\u4ee4\uff08\u5982\u201c\u8bf7\u5b9a\u4f4d\u56fe\u4e2d\u6240\u6709\u7a7f\u7ea2\u8272\u8863\u670d\u7684\u4eba\u201d\uff09\u7cbe\u786e\u5730\u5728\u753b\u9762\u4e2d\u6807\u6ce8\u51fa\u76ee\u6807\u7684\u4f4d\u7f6e\uff0c\u7528\u4e8e\u4eba\u6d41\u8ffd\u8e2a\u3001\u5f02\u5e38\u884c\u4e3a\u68c0\u6d4b\u7b49\u3002<\/li>\n<li><strong>\u529e\u516c\u81ea\u52a8\u5316\u667a\u80fd\u4f53<\/strong><br \/>\n\u5728\u529e\u516c\u8f6f\u4ef6\u4e2d\uff0c\u7528\u6237\u53ef\u4ee5\u901a\u8fc7\u81ea\u7136\u8bed\u8a00\u547d\u4ee4\u6a21\u578b\u5b8c\u6210\u590d\u6742\u64cd\u4f5c\u3002\u4f8b\u5982\uff0c\u7528\u6237\u53ef\u4ee5\u8bf4\u201c\u8bf7\u5c06PPT\u7b2c\u56db\u9875\u8868\u683c\u7b2c\u4e00\u884c\u7684\u6570\u636e\u4fee\u6539\u4e3a\u201889\u2019\u3001\u201821\u2019\u3001\u2018900\u2019\u201d\uff0c\u6a21\u578b\u4f1a\u8bc6\u522b\u5c4f\u5e55\u5185\u5bb9\u5e76\u6a21\u62df\u9f20\u6807\u548c\u952e\u76d8\u64cd\u4f5c\u6765\u5b8c\u6210\u4fee\u6539\u3002<\/li>\n<li><strong>\u79d1\u7814\u4e0e\u91d1\u878d\u6587\u6863\u5206\u6790<\/strong><br \/>\n\u7814\u7a76\u4eba\u5458\u6216\u5206\u6790\u5e08\u53ef\u4ee5\u4e0a\u4f20\u4e00\u4efd\u6570\u5341\u9875\u7684PDF\u683c\u5f0f\u7814\u7a76\u62a5\u544a\u6216\u8d22\u62a5\uff0c\u8981\u6c42\u6a21\u578b\u201c\u603b\u7ed3\u8fd9\u4efd\u62a5\u544a\u7684\u6838\u5fc3\u89c2\u70b9\uff0c\u5e76\u628a\u7b2c\u4e09\u7ae0\u7684\u5173\u952e\u6570\u636e\u8f6c\u6362\u6210Markdown\u8868\u683c\u201d\u3002\u6a21\u578b\u4f1a\u6df1\u5ea6\u9605\u8bfb\u5e76\u63d0\u53d6\u4fe1\u606f\uff0c\u751f\u6210\u7ed3\u6784\u5316\u7684\u6458\u8981\u548c\u56fe\u8868\u3002<\/li>\n<li><strong>K12\u6559\u80b2\u8f85\u5bfc<\/strong><br \/>\n\u5b66\u751f\u53ef\u4ee5\u62cd\u4e0b\u6570\u5b66\u6216\u7269\u7406\u5e94\u7528\u9898\uff08\u5305\u542b\u56fe\u8868\u548c\u6587\u5b57\uff09\uff0c\u5411\u6a21\u578b\u63d0\u95ee\u3002\u6a21\u578b\u4e0d\u4ec5\u80fd\u7ed9\u51fa\u6b63\u786e\u7b54\u6848\uff0c\u8fd8\u80fd\u50cf\u8001\u5e08\u4e00\u6837\uff0c\u5206\u6b65\u9aa4\u89e3\u91ca\u89e3\u9898\u7684\u601d\u8def\u548c\u7528\u5230\u7684\u516c\u5f0f\uff0c\u63d0\u4f9b\u8be6\u7ec6\u7684\u89e3\u9898\u8fc7\u7a0b\u3002<\/li>\n<\/ol>\n<h2>QA<\/h2>\n<ol>\n<li><strong>GLM-4.5V\u548cGLM-4.1V\u662f\u4ec0\u4e48\u5173\u7cfb\uff1f<\/strong><br \/>\nGLM-4.5V\u662fGLM-4.1V-Thinking\u6280\u672f\u8def\u7ebf\u7684\u5ef6\u7eed\u548c\u8fed\u4ee3\u5347\u7ea7\u3002\u5b83\u57fa\u4e8e\u66f4\u5f3a\u5927\u7684\u7eaf\u6587\u672c\u65d7\u8230\u6a21\u578bGLM-4.5-Air\u6784\u5efa\uff0c\u5728\u7ee7\u627f\u524d\u4ee3\u6a21\u578b\u80fd\u529b\u7684\u57fa\u7840\u4e0a\uff0c\u5168\u9762\u63d0\u5347\u4e86\u5728\u5404\u7c7b\u89c6\u89c9\u591a\u6a21\u6001\u4efb\u52a1\u4e0a\u7684\u6027\u80fd\u3002<\/li>\n<li><strong>\u4f7f\u7528GLM-4.5V API\u7684\u6210\u672c\u662f\u591a\u5c11\uff1f<\/strong><br \/>\n\u901a\u8fc7\u667a\u8c31AI\u7684\u5b98\u65b9API\u4f7f\u7528\u8be5\u6a21\u578b\uff0c\u8ba1\u8d39\u6807\u51c6\u4e3a\uff1a\u8f93\u5165\u7aef\u6bcf\u767e\u4e07tokens\u6536\u8d390.6\u5143\u4eba\u6c11\u5e01\uff0c\u8f93\u51fa\u7aef\u6bcf\u767e\u4e07tokens\u6536\u8d391.8\u5143\u4eba\u6c11\u5e01\u3002<\/li>\n<li><strong>\u201c\u601d\u8003\u6a21\u5f0f\u201d\uff08Thinking Mode\uff09\u5177\u4f53\u6709\u4ec0\u4e48\u7528\uff1f<\/strong><br \/>\n\u201c\u601d\u8003\u6a21\u5f0f\u201d\u662f\u4e3a\u9700\u8981\u6df1\u5ea6\u63a8\u7406\u7684\u590d\u6742\u4efb\u52a1\u8bbe\u8ba1\u7684\u3002\u542f\u7528\u540e\uff0c\u6a21\u578b\u4f1a\u82b1\u8d39\u66f4\u591a\u65f6\u95f4\u8fdb\u884c\u903b\u8f91\u601d\u8003\u548c\u4fe1\u606f\u6574\u5408\uff0c\u4ece\u800c\u751f\u6210\u8d28\u91cf\u66f4\u9ad8\u3001\u66f4\u51c6\u786e\u7684\u56de\u7b54\uff0c\u4f46\u54cd\u5e94\u65f6\u95f4\u4f1a\u53d8\u957f\u3002\u5b83\u9002\u5408\u7528\u4e8e\u5206\u6790\u590d\u6742\u56fe\u8868\u3001\u7f16\u5199\u4ee3\u7801\u6216\u89e3\u8bfb\u957f\u6587\u6863\u7b49\u573a\u666f\u3002\u5bf9\u4e8e\u7b80\u5355\u7684\u95ee\u7b54\uff0c\u5219\u53ef\u4ee5\u4f7f\u7528\u54cd\u5e94\u66f4\u5feb\u7684\u975e\u601d\u8003\u6a21\u5f0f\u3002<\/li>\n<\/ol>\n","protected":false},"excerpt":{"rendered":"<p>GLM-4.5V\u662f\u7531\u667a\u8c31AI\uff08Z.AI\uff09\u5f00\u53d1\u7684\u65b0\u4e00\u4ee3\u89c6\u89c9\u8bed\u8a00\u5927\u6a21\u578b\uff08VLM\uff09\u3002\u8be5\u6a21\u578b\u57fa\u4e8e\u91c7\u7528MOE\u67b6\u6784\u7684\u65d7\u8230\u6587\u672c\u6a21\u578bGLM-4.5-Air\u6784\u5efa\uff0c\u603b\u53c2\u6570\u91cf\u8fbe\u52301060\u4ebf\uff0c\u5176\u4e2d\u6fc0\u6d3b\u53c2\u6570\u4e3a120\u4ebf\u3002GLM-4.5V\u4e0d\u4ec5\u80fd\u5904\u7406\u56fe\u50cf\u548c\u6587\u672c\uff0c\u8fd8\u80fd\u7406\u89e3\u89c6&#8230;<\/p>\n","protected":false},"author":1,"featured_media":31260,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[20,392,402,401],"tags":[230],"class_list":["post-35223","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tool","category-models","category-multimodal-models","category-visual-recognition-model","tag-aikaiyuanxiangmu"],"_links":{"self":[{"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/posts\/35223","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=35223"}],"version-history":[{"count":0,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/posts\/35223\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/media\/31260"}],"wp:attachment":[{"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/media?parent=35223"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/categories?post=35223"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/tags?post=35223"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}