{"id":1820,"date":"2025-02-14T00:24:01","date_gmt":"2025-02-13T16:24:01","guid":{"rendered":"https:\/\/meiyitou.top\/?p=1820"},"modified":"2025-02-14T00:24:01","modified_gmt":"2025-02-13T16:24:01","slug":"%e6%9c%ac%e5%9c%b0%e9%83%a8%e7%bd%b2-qwen2-5-vl-%e6%9c%80%e5%bc%ba%e7%9a%84%e5%bc%80%e6%ba%90%e8%a7%86%e8%a7%89%e5%a4%a7%e6%a8%a1%e5%9e%8b%ef%bc%81%e5%ae%8c%e5%85%a8%e5%85%8d%e8%b4%b9%ef%bc%8c","status":"publish","type":"post","link":"https:\/\/meiyitou.top\/index.php\/2025\/02\/14\/%e6%9c%ac%e5%9c%b0%e9%83%a8%e7%bd%b2-qwen2-5-vl-%e6%9c%80%e5%bc%ba%e7%9a%84%e5%bc%80%e6%ba%90%e8%a7%86%e8%a7%89%e5%a4%a7%e6%a8%a1%e5%9e%8b%ef%bc%81%e5%ae%8c%e5%85%a8%e5%85%8d%e8%b4%b9%ef%bc%8c\/","title":{"rendered":"\u672c\u5730\u90e8\u7f72 Qwen2.5-VL \u6700\u5f3a\u7684\u5f00\u6e90\u89c6\u89c9\u5927\u6a21\u578b\uff01\u5b8c\u5168\u514d\u8d39\uff0c\u76f8\u5f53\u7684\u7ed9\u529b\uff01\uff01"},"content":{"rendered":"

Qwen2.5-VL \u662f Qwen \u63a8\u51fa\u7684\u5168\u65b0\u65d7\u8230\u89c6\u89c9\u8bed\u8a00\u6a21\u578b\uff0c\u8f83\u5176\u524d\u8eab Qwen2-VL \u6709\u4e86\u91cd\u5927\u98de\u8dc3\u3002\u8be5\u6a21\u578b\u4e0d\u4ec5\u80fd\u591f\u638c\u63e1\u82b1\u3001\u9e1f\u3001\u9c7c\u548c\u6606\u866b\u7b49\u5e38\u89c1\u7269\u4f53\u7684\u8bc6\u522b\uff0c\u8fd8\u80fd\u5206\u6790\u56fe\u50cf\u4e2d\u7684\u590d\u6742\u6587\u672c\u3001\u56fe\u8868\u3001\u56fe\u6807\u3001\u56fe\u5f62\u548c\u5e03\u5c40\uff0c\u4e3a\u591a\u6a21\u6001 AI \u6811\u7acb\u4e86\u65b0\u6807\u51c6<\/p>\n

\u6b64\u5916\uff0cQwen2.5-VL \u88ab\u8bbe\u8ba1\u4e3a\u9ad8\u5ea6\u4ee3\u7406\uff0c\u5e76\u4e14\u80fd\u591f\u8fdb\u884c\u52a8\u6001\u63a8\u7406\u548c\u5de5\u5177\u6307\u5bfc\u2014\u2014\u65e0\u8bba\u662f\u5728\u8ba1\u7b97\u673a\u8fd8\u662f\u624b\u673a\u4e0a\u4f7f\u7528\u3002<\/p>\n

\"\u56fe\u7247[2]-\u672c\u5730\u90e8\u7f72<\/div><\/p>\n

\u8be5\u6a21\u578b\u7684\u9ad8\u7ea7\u529f\u80fd\u5305\u62ec\u80fd\u591f\u7406\u89e3\u957f\u5ea6\u8d85\u8fc7\u4e00\u5c0f\u65f6\u7684\u89c6\u9891\u3001\u7cbe\u786e\u5b9a\u4f4d\u5176\u4e2d\u7684\u7279\u5b9a\u4e8b\u4ef6\uff0c\u5e76\u901a\u8fc7\u751f\u6210\u8fb9\u754c\u6846\u6216\u70b9\u6765\u51c6\u786e\u5b9a\u4f4d\u56fe\u50cf\u4e2d\u7684\u5bf9\u8c61\u3002\u5b83\u8fd8\u4e3a\u5750\u6807\u548c\u5c5e\u6027\u63d0\u4f9b\u7a33\u5b9a\u7684 JSON \u8f93\u51fa\uff0c\u786e\u4fdd\u9700\u8981\u7ed3\u6784\u5316\u6570\u636e\u7684\u4efb\u52a1\u7684\u51c6\u786e\u6027\u3002<\/p>\n

\u6b64\u5916\uff0cQwen2.5-VL \u652f\u6301\u626b\u63cf\u6587\u6863\uff08\u5982\u53d1\u7968\u3001\u8868\u683c\u548c\u8868\u683c\uff09\u7684\u7ed3\u6784\u5316\u8f93\u51fa\uff0c\u8fd9\u5bf9\u91d1\u878d\u548c\u5546\u4e1a\u7b49\u884c\u4e1a\u975e\u5e38\u6709\u76ca\u3002<\/p>\n

\"Qwen2.5<\/div><\/p>\n
\n
<\/div>\n
<\/div>\n
\n
\u5e7f\u544a<\/div>\n

<\/ins><\/div>\n<\/div>\n

 <\/p>\n

\u65d7\u8230\u6a21\u578b Qwen2.5-VL-72B-Instruct \u5728\u5404\u79cd\u57fa\u51c6\u6d4b\u8bd5\u4e2d\u5747\u8868\u73b0\u51fa\u8272\uff0c\u5c55\u73b0\u4e86\u5176\u5904\u7406\u5404\u79cd\u9886\u57df\u548c\u4efb\u52a1\u7684\u591a\u529f\u80fd\u6027\u3002\u5b83\u7684\u8868\u73b0\u4f18\u4e8eGemini 2 Flash\u3001GPT-4o\u548cClaude 3.5 Sonnet\u7b49\u9886\u5148\u6a21\u578b\uff0c\u5de9\u56fa\u4e86\u5176\u4f5c\u4e3a\u9876\u7ea7\u89c6\u89c9\u8bed\u8a00\u6a21\u578b\u7684\u5730\u4f4d\u3002<\/p>\n

\u672c\u5730\u90e8\u7f72 Qwen2.5-VL \uff1a<\/h3>\n

\u7535\u8111\u4e0a\u5148\u5b89\u88c5\u597d\u00a0Git<\/a>\u00a0\u548c\u00a0Python<\/a>\u00a0\u73af\u5883\uff0c\u6ca1\u6709\u7684\u53ef\u4ee5\u81ea\u884c\u5148\u53bb\u5b89\u88c5\u4e0b\uff0c\u8fd9\u4e2a\u8fc7\u7a0b\u96f6\u5ea6\u5df2\u7ecf\u6f14\u793a\u8fc7\u597d\u51e0\u6b21\u4e86\uff0c\u5c31\u4e0d\u518d\u8d58\u8ff0\u4e86\uff0c \u6211\u7528\u7684\u662fPython 3.10.6 \u7248\u672c\u3010\u70b9\u51fb\u4e0b\u8f7d<\/a><\/strong>\u3011<\/p>\n

1.\u9996\u5148\u514b\u9686 Qwen2.5-VL GitHub \u5b58\u50a8\u5e93\u5e76\u5bfc\u822a\u5230\u9879\u76ee\u76ee\u5f55\uff1a<\/p>\n

\n
\n
\n
git clone https<\/span>:\/\/github.com\/QwenLM\/Qwen2.5-VL<\/span><\/div>\n<\/div>\n
\n
<\/div>\n<\/div>\n
\n
cd Qwen2.<\/span>5<\/span>-VL<\/span><\/div>\n<\/div>\n<\/div>\n<\/div>\n

2.\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\u5b89\u88c5 Web \u5e94\u7528\u7a0b\u5e8f\u6240\u9700\u7684\u4f9d\u8d56\u9879\uff1a<\/p>\n

\n
\n
\n
pip install -r requirements_web_demo.<\/span>txt<\/span><\/div>\n<\/div>\n<\/div>\n<\/div>\n

3. \u4e3a\u786e\u4fdd\u4e0e GPU \u517c\u5bb9\uff0c\u8bf7\u5b89\u88c5\u652f\u6301 CUDA \u7684\u6700\u65b0\u7248\u672c\u7684 PyTorch\u3001TorchVision \u548c TorchAudio\u3002\u5373\u4f7f\u5df2\u7ecf\u5b89\u88c5\u4e86 PyTorch\uff0c\u60a8\u5728\u8fd0\u884c Web \u5e94\u7528\u7a0b\u5e8f\u65f6\u4e5f\u53ef\u80fd\u4f1a\u9047\u5230\u95ee\u9898\uff0c\u56e0\u6b64\u6700\u597d\u66f4\u65b0\uff1a<\/p>\n

\n
\n
\n
pip install torch torchvision torchaudio –index-url https<\/span>:\/\/download.pytorch.org\/whl\/cu124<\/span><\/div>\n<\/div>\n<\/div>\n<\/div>\n

4. \u66f4\u65b0 Gradio \u548c Gradio Client \u4ee5\u907f\u514d\u8fde\u63a5\u548c UI \u76f8\u5173\u7684\u9519\u8bef\uff0c\u56e0\u4e3a\u65e7\u7248\u672c\u53ef\u80fd\u4f1a\u5bfc\u81f4\u95ee\u9898\uff1a<\/p>\n

\n
\n
\n
pip install -U gradio gradio_client<\/span><\/div>\n<\/div>\n<\/div>\n<\/div>\n

5.\u73b0\u5728\uff0c\u4f7f\u7528\u8f83\u5c0f\u7684 3B \u6a21\u578b\u68c0\u67e5\u70b9\u8fd0\u884c Web \u6f14\u793a\u5e94\u7528\u7a0b\u5e8f\u3002\u5efa\u8bae\u5728 GPU \u5185\u5b58\u6709\u9650\u7684\u7b14\u8bb0\u672c\u7535\u8111\uff08\u4f8b\u5982 8GB VRAM\uff09\u4e0a\u4f7f\u7528\u3002\u867d\u7136 7B \u6a21\u578b\u53ef\u80fd\u6709\u6548\uff0c\u4f46\u53ef\u80fd\u4f1a\u5bfc\u81f4\u54cd\u5e94\u751f\u6210\u7f13\u6162<\/p>\n

\n
\n
\n
python web_demo_mm.<\/span>py<\/span> –checkpoint-path <\/span>“Qwen\/Qwen2.5-VL-3B-Instruct”<\/span><\/div>\n<\/div>\n<\/div>\n<\/div>\n

\u663e\u5b58\u9ad8\u4e8e8G\u7684\u53ef\u4ee5\u9009\u62e97B\u6a21\u578b\uff0c\u6027\u80fd\u66f4\u5f3a\u3001\u6548\u679c\u66f4\u597d\uff01<\/p>\n

\n
\n
\n
python web_demo_mm.<\/span>py<\/span> –checkpoint-path <\/span>“Qwen\/Qwen2.5-VL-7B-Instruct”<\/span><\/div>\n<\/div>\n<\/div>\n<\/div>\n

\u6211\u4eec\u53ef\u4ee5\u770b\u5230\uff0c\u5b83\u9996\u5148\u4e0b\u8f7d\u4e86\u6a21\u578b\uff0c\u7136\u540e\u52a0\u8f7d\u4e86\u5904\u7406\u5668\u548c\u6a21\u578b\uff0c<\/p>\n

\"\u56fe\u7247[4]-\u672c\u5730\u90e8\u7f72<\/div><\/p>\n

\u73b0\u5728\u53ea\u9700\u5728\u6d4f\u89c8\u5668\u4e0a\u6253\u5f00\u672c\u5730\u94fe\u63a5 http:\/\/127.0.0.1:7860 \u5c31\u53ef\u4ee5\u6b63\u5e38\u4f7f\u7528\uff01<\/p>\n

\"\u56fe\u7247[5]-\u672c\u5730\u90e8\u7f72<\/div><\/p>\n

6. \u60a8\u53ef\u4ee5\u4e0a\u4f20\u5e26\u6709\u6587\u672c\u548c\u591a\u4e2a\u56fe\u5f62\u7684\u56fe\u50cf\uff0c\u5e76\u8ba9\u6a21\u578b\u5bf9\u5176\u8fdb\u884c\u89e3\u91ca\u3002\u5373\u4f7f\u662f\u8f83\u5c0f\u7684 3B \u6a21\u578b\u4e5f\u8868\u73b0\u51fa\u4ee4\u4eba\u5370\u8c61\u6df1\u523b\u7684\u6027\u80fd\uff0c\u53ef\u4ee5\u8bc6\u522b\u56fe\u50cf\u4e2d\u7684\u590d\u6742\u7ec6\u8282\u3002<\/p>\n

\"\u56fe\u7247[6]-\u672c\u5730\u90e8\u7f72<\/div><\/p>\n
\n
<\/div>\n
<\/div>\n
<\/div>\n<\/div>\n

 <\/p>\n

\u5f53\u7136\u5982\u679c\u4f60\u7684\u7535\u8111\u786c\u4ef6\u4e0d\u652f\u6301\uff0c\u90a3\u4e48\u53ef\u4ee5\u76f4\u63a5\u4f7f\u7528\u5b98\u65b9\u7684\u514d\u8d39\u5e73\u53f0\u6765\u4f7f\u7528\uff0c\u5f53\u7136\u514d\u8d39\u5e73\u53f0\u662f\u5171\u4eabGPU\uff0c\u6709\u989d\u5ea6\u9650\u5236\u3002\u552f\u4e00\u7684\u597d\u5904\u53ef\u4ee5\u76f4\u63a5\u514d\u8d39\u4f7f\u7528\u00a0Qwen 2.5 VL \u6700\u5f3a\u768478B\u6a21\u578b\uff01\u00a0<\/strong>Qwen 2.5 VL \u514d\u8d39\u5b98\u65b9\u5e73\u53f0<\/strong>\u00a0\u3010\u70b9\u51fb\u524d\u5f80<\/strong><\/a>\u3011<\/p>\n

\u4e0b\u65b9\u662f\u6211\u7684\u5b9e\u6d4b\u6548\u679c\uff0c\u975e\u5e38\u7ed9\u529b:<\/p>\n

\"\u56fe\u7247[7]-\u672c\u5730\u90e8\u7f72<\/div><\/p>\n

Qwen2.5-VL 3\u4e2a\u5b8c\u6574\u5f00\u6e90\u7248\u672c\u5df2\u7ecf\u6258\u7ba1\u5728hugging face\u4e0a\uff0c\u9700\u8981\u7684\u53ef\u4ee5\u81ea\u884c\u53bb\u4e0b\u8f7d<\/p>\n

\u5f00\u6e90\u6a21\u578b\uff1a\u3010\u70b9\u51fb\u524d\u5f80<\/a>\u00a0\u3011<\/strong><\/p>\n

\"1396ab257720250214024437\"<\/div><\/p>\n","protected":false},"excerpt":{"rendered":"

Qwen2.5-VL \u662f Qwen \u63a8\u51fa\u7684\u5168\u65b0\u65d7\u8230\u89c6\u89c9\u8bed\u8a00\u6a21\u578b\uff0c\u8f83\u5176\u524d\u8eab Qwen2-VL \u6709\u4e86\u91cd\u5927\u98de\u8dc3\u3002\u8be5\u6a21 […]<\/p>\n","protected":false},"author":1,"featured_media":1821,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[12,7,2],"tags":[],"class_list":["post-1820","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai","category-7","category-2"],"_links":{"self":[{"href":"https:\/\/meiyitou.top\/index.php\/wp-json\/wp\/v2\/posts\/1820","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/meiyitou.top\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/meiyitou.top\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/meiyitou.top\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/meiyitou.top\/index.php\/wp-json\/wp\/v2\/comments?post=1820"}],"version-history":[{"count":1,"href":"https:\/\/meiyitou.top\/index.php\/wp-json\/wp\/v2\/posts\/1820\/revisions"}],"predecessor-version":[{"id":1822,"href":"https:\/\/meiyitou.top\/index.php\/wp-json\/wp\/v2\/posts\/1820\/revisions\/1822"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/meiyitou.top\/index.php\/wp-json\/wp\/v2\/media\/1821"}],"wp:attachment":[{"href":"https:\/\/meiyitou.top\/index.php\/wp-json\/wp\/v2\/media?parent=1820"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/meiyitou.top\/index.php\/wp-json\/wp\/v2\/categories?post=1820"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/meiyitou.top\/index.php\/wp-json\/wp\/v2\/tags?post=1820"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}