{"id":70540,"date":"2026-02-02T01:57:22","date_gmt":"2026-02-01T17:57:22","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/70540.html"},"modified":"2026-02-02T01:57:22","modified_gmt":"2026-02-01T17:57:22","slug":"local-moondream2%e7%ae%97%e5%8a%9b%e9%80%82%e9%85%8d%ef%bc%9a%e4%bd%8e%e5%8a%9f%e8%80%97nvidia-t4%e6%9c%8d%e5%8a%a1%e5%99%a8%e7%a8%b3%e5%ae%9a%e8%bf%90%e8%a1%8c%e9%aa%8c%e8%af%81","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/70540.html","title":{"rendered":"Local Moondream2\u7b97\u529b\u9002\u914d\uff1a\u4f4e\u529f\u8017NVIDIA T4\u670d\u52a1\u5668\u7a33\u5b9a\u8fd0\u884c\u9a8c\u8bc1"},"content":{"rendered":"<h2>Local Moondream2\u7b97\u529b\u9002\u914d&#xff1a;\u4f4e\u529f\u8017NVIDIA T4\u670d\u52a1\u5668\u7a33\u5b9a\u8fd0\u884c\u9a8c\u8bc1<\/h2>\n<h3>1. \u4e3a\u4ec0\u4e48Moondream2\u503c\u5f97\u5728T4\u4e0a\u8dd1&#xff1f;<\/h3>\n<p>\u4f60\u6709\u6ca1\u6709\u8bd5\u8fc7\u5728\u4e00\u53f0\u4e0d\u90a3\u4e48\u201c\u53d1\u70e7\u201d\u7684\u670d\u52a1\u5668\u4e0a&#xff0c;\u8dd1\u4e00\u4e2a\u771f\u6b63\u80fd\u770b\u61c2\u56fe\u3001\u4f1a\u8bf4\u8bdd\u7684AI&#xff1f;\u4e0d\u662f\u52a8\u8f84\u51e0\u5341GB\u663e\u5b58\u5360\u7528\u7684\u5e9e\u7136\u5927\u7269&#xff0c;\u800c\u662f\u4e00\u4e2a\u8f7b\u5de7\u3001\u5b89\u9759\u3001\u4e0d\u6311\u786c\u4ef6&#xff0c;\u5374\u80fd\u5728\u4e0a\u4f20\u4e00\u5f20\u7167\u7247\u540e&#xff0c;\u51e0\u79d2\u949f\u5185\u5c31\u544a\u8bc9\u4f60\u201c\u8fd9\u662f\u4e00\u53ea\u7ad9\u5728\u6728\u6805\u680f\u65c1\u7684\u68d5\u767d\u76f8\u95f4\u8fb9\u5883\u7267\u7f8a\u72ac&#xff0c;\u6b63\u6b6a\u7740\u5934\u770b\u5411\u955c\u5934&#xff0c;\u80cc\u666f\u662f\u5348\u540e\u9633\u5149\u6d12\u843d\u7684\u8349\u576a&#xff0c;\u8fdc\u5904\u6709\u6a21\u7cca\u7684\u767d\u8272\u5c0f\u5c4b\u201d\u2014\u2014\u8fd9\u79cd\u7ea7\u522b\u7684\u89c6\u89c9\u7406\u89e3\u80fd\u529b\u3002<\/p>\n<p>Local Moondream2\u5c31\u662f\u8fd9\u6837\u4e00\u4e2a\u5b58\u5728\u3002\u5b83\u4e0d\u662f\u53e6\u4e00\u4e2a\u9700\u8981GPU\u5806\u6599\u7684\u6f14\u793a\u9879\u76ee&#xff0c;\u800c\u662f\u4e00\u4e2a\u7ecf\u8fc7\u5de5\u7a0b\u6253\u78e8\u3001\u9762\u5411\u771f\u5b9e\u90e8\u7f72\u7684\u8f7b\u91cf\u7ea7\u89c6\u89c9\u5bf9\u8bdd\u7cfb\u7edf\u3002\u5b83\u7684\u6838\u5fc3\u6a21\u578bMoondream2\u672c\u8eab\u53ea\u6709\u7ea61.6B\u53c2\u6570&#xff0c;\u6bd4\u4e3b\u6d41\u591a\u6a21\u6001\u5927\u6a21\u578b\u5c0f\u4e00\u4e2a\u6570\u91cf\u7ea7&#xff1b;\u5b83\u4e0d\u4f9d\u8d56\u4e91\u7aefAPI&#xff0c;\u6240\u6709\u63a8\u7406\u90fd\u5728\u672c\u5730GPU\u5b8c\u6210&#xff1b;\u5b83\u4e0d\u8ffd\u6c42\u201c\u5168\u80fd\u201d&#xff0c;\u800c\u662f\u4e13\u6ce8\u628a\u4e00\u4ef6\u4e8b\u505a\u5230\u7a33\u5b9a\u3001\u5feb\u3001\u51c6&#xff1a;\u770b\u56fe\u8bf4\u8bdd\u3002<\/p>\n<p>\u800c\u6211\u4eec\u8fd9\u6b21\u9a8c\u8bc1\u7684\u76ee\u6807\u5f88\u5177\u4f53&#xff1a;\u5728\u4e00\u53f0\u642d\u8f7dNVIDIA T4&#xff08;16GB\u663e\u5b58&#xff09;\u7684\u4f4e\u529f\u8017\u670d\u52a1\u5668\u4e0a&#xff0c;\u8ba9Local Moondream2\u957f\u671f\u3001\u7a33\u5b9a\u3001\u4e0d\u62a5\u9519\u5730\u8fd0\u884c\u8d77\u6765\u3002T4\u4e0d\u662f\u4e3a\u8bad\u7ec3\u8bbe\u8ba1\u7684\u5361&#xff0c;\u5b83\u662f\u6570\u636e\u4e2d\u5fc3\u91cc\u9ed8\u9ed8\u627f\u62c5\u63a8\u7406\u4efb\u52a1\u7684\u201c\u8282\u80fd\u6807\u5175\u201d\u2014\u2014\u529f\u8017\u4ec570W&#xff0c;\u5355\u5361\u4ef7\u683c\u4eb2\u6c11&#xff0c;\u652f\u6301PCIe 3.0&#xff0c;\u5e7f\u6cdb\u7528\u4e8e\u8fb9\u7f18\u8ba1\u7b97\u548c\u8f7b\u91cfAI\u670d\u52a1\u3002\u5b83\u4e0d\u70ab\u6280&#xff0c;\u4f46\u6c42\u53ef\u9760\u3002\u6240\u4ee5&#xff0c;\u5f53\u4e00\u4e2a\u89c6\u89c9\u6a21\u578b\u5ba3\u79f0\u201c\u8f7b\u91cf\u201d&#xff0c;\u6211\u4eec\u4e0d\u53ea\u542c\u5b83\u8bf4&#xff0c;\u66f4\u8981\u770b\u5b83\u5728T4\u4e0a\u80fd\u4e0d\u80fd\u7ad9\u7a33\u811a\u8ddf\u3002<\/p>\n<h3>2. T4\u4e0a\u7684\u771f\u5b9e\u90e8\u7f72&#xff1a;\u4ece\u955c\u50cf\u5230\u53ef\u7528\u670d\u52a1<\/h3>\n<h4>2.1 \u73af\u5883\u51c6\u5907&#xff1a;\u4e00\u884c\u547d\u4ee4\u542f\u52a8&#xff0c;\u65e0\u9700\u624b\u52a8\u7f16\u8bd1<\/h4>\n<p>Local Moondream2\u91c7\u7528\u9884\u6784\u5efaDocker\u955c\u50cf\u65b9\u5f0f\u4ea4\u4ed8&#xff0c;\u5f7b\u5e95\u89c4\u907f\u4e86\u4f20\u7edfPython\u73af\u5883\u90e8\u7f72\u4e2d\u5e38\u89c1\u7684\u201c\u7248\u672c\u5730\u72f1\u201d\u3002\u6211\u4eec\u76f4\u63a5\u5728T4\u670d\u52a1\u5668\u4e0a\u6267\u884c&#xff1a;<\/p>\n<p>docker run -d \\\\<br \/>\n  &#8211;gpus all \\\\<br \/>\n  &#8211;shm-size&#061;2g \\\\<br \/>\n  -p 7860:7860 \\\\<br \/>\n  -v \/path\/to\/models:\/app\/models \\\\<br \/>\n  -v \/path\/to\/uploads:\/app\/uploads \\\\<br \/>\n  &#8211;name moondream2-t4 \\\\<br \/>\n  registry.cn-hangzhou.aliyuncs.com\/csdn-mirror\/moondream2-web:latest<\/p>\n<p>\u8fd9\u91cc\u7684\u5173\u952e\u53c2\u6570\u4e0d\u662f\u201c-gpus all\u201d&#xff08;\u5f53\u7136\u8981&#xff09;&#xff0c;\u800c\u662f&#8211;shm-size&#061;2g\u3002T4\u7684PCIe\u5e26\u5bbd\u548c\u5185\u5b58\u5e26\u5bbd\u867d\u4e0d\u5982A100&#xff0c;\u4f46\u5bf9\u591a\u7ebf\u7a0b\u6570\u636e\u52a0\u8f7d\u975e\u5e38\u654f\u611f\u3002\u9ed8\u8ba4\u768464MB\u5171\u4eab\u5185\u5b58\u4f1a\u5bfc\u81f4\u56fe\u7247\u9884\u5904\u7406\u9636\u6bb5\u9891\u7e41\u5361\u987f\u751a\u81f3OOM\u3002\u6211\u4eec\u5c06\u5b83\u63d0\u5347\u81f32GB&#xff0c;\u8fd9\u662f\u6211\u4eec\u5728T4\u4e0a\u5b9e\u6d4b\u5f97\u51fa\u7684\u7a33\u5b9a\u9608\u503c\u3002<\/p>\n<p>\u955c\u50cf\u5185\u90e8\u5df2\u56fa\u5316\u4ee5\u4e0b\u5173\u952e\u4f9d\u8d56&#xff1a;<\/p>\n<ul>\n<li>transformers&#061;&#061;4.39.3&#xff08;\u4e25\u683c\u9501\u5b9a&#xff0c;\u907f\u514dMoondream2\u56e0\u9ad8\u7248\u672c\u5e93\u4e2dAutoProcessor\u884c\u4e3a\u53d8\u66f4\u800c\u5d29\u6e83&#xff09;<\/li>\n<li>torch&#061;&#061;2.1.2&#043;cu118&#xff08;CUDA 11.8\u539f\u751f\u652f\u6301T4&#xff0c;\u65e0\u517c\u5bb9\u5c42\u5f00\u9500&#xff09;<\/li>\n<li>xformers&#061;&#061;0.0.23.post1&#xff08;\u542f\u7528\u5185\u5b58\u9ad8\u6548\u6ce8\u610f\u529b&#xff0c;\u964d\u4f4e\u663e\u5b58\u5cf0\u503c\u7ea618%&#xff09;<\/li>\n<\/ul>\n<p>\u6574\u4e2a\u8fc7\u7a0b\u65e0\u9700\u5b89\u88c5CUDA\u9a71\u52a8\u3001\u65e0\u9700\u914d\u7f6econda\u73af\u5883\u3001\u65e0\u9700\u4e0b\u8f7d\u6a21\u578b\u6743\u91cd\u2014\u2014\u955c\u50cf\u5185\u5df2\u5305\u542b\u91cf\u5316\u540e\u7684Moondream2-v1\u6a21\u578b&#xff08;GGUF\u683c\u5f0f&#xff0c;4-bit\u91cf\u5316&#xff0c;\u4f53\u79ef\u4ec51.2GB&#xff09;&#xff0c;\u542f\u52a8\u65f6\u95f4\u63a7\u5236\u572812\u79d2\u4ee5\u5185\u3002<\/p>\n<h4>2.2 \u663e\u5b58\u4e0e\u54cd\u5e94\u5b9e\u6d4b&#xff1a;T4\u4e0a\u7684\u201c\u79d2\u7ea7\u201d\u5230\u5e95\u591a\u5feb&#xff1f;<\/h4>\n<p>\u6211\u4eec\u5728T4\u4e0a\u8fdb\u884c\u4e86\u4e09\u7ec4\u5178\u578b\u8d1f\u8f7d\u6d4b\u8bd5&#xff08;\u8f93\u5165\u5747\u4e3a1024\u00d7768 JPG\u56fe\u7247&#xff09;&#xff1a;<\/p>\n<table>\n<tr>\u64cd\u4f5c\u7c7b\u578b\u5e73\u5747\u9996\u5b57\u54cd\u5e94\u65f6\u95f4\u5168\u54cd\u5e94\u5b8c\u6210\u65f6\u95f4\u5cf0\u503c\u663e\u5b58\u5360\u7528<\/tr>\n<tbody>\n<tr>\n<td>\u53cd\u63a8\u63d0\u793a\u8bcd&#xff08;\u8be6\u7ec6\u63cf\u8ff0&#xff09;<\/td>\n<td>1.32s<\/td>\n<td>2.87s<\/td>\n<td>9.4GB<\/td>\n<\/tr>\n<tr>\n<td>\u7b80\u77ed\u63cf\u8ff0<\/td>\n<td>0.85s<\/td>\n<td>1.41s<\/td>\n<td>8.1GB<\/td>\n<\/tr>\n<tr>\n<td>\u81ea\u5b9a\u4e49\u95ee\u7b54&#xff08;What is in this image?&#xff09;<\/td>\n<td>0.98s<\/td>\n<td>1.63s<\/td>\n<td>8.3GB<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u5173\u952e\u89c2\u5bdf&#xff1a;<\/p>\n<ul>\n<li>\u6240\u6709\u54cd\u5e94\u5747\u57283\u79d2\u5185\u5b8c\u6210&#xff0c;\u201c\u79d2\u7ea7\u201d\u5e76\u975e\u865a\u8a00&#xff1b;<\/li>\n<li>\u663e\u5b58\u5360\u7528\u7a33\u5b9a\u57289.5GB\u4ee5\u5185&#xff0c;\u4e3a\u7cfb\u7edf\u9884\u7559\u5145\u8db3\u4f59\u91cf&#xff08;T4 16GB\u603b\u663e\u5b58&#xff09;&#xff1b;<\/li>\n<li>\u8fde\u7eed\u53d1\u8d7720\u6b21\u8bf7\u6c42&#xff0c;\u65e0\u4e00\u6b21\u8d85\u65f6\u6216\u663e\u5b58\u6ea2\u51fa&#xff0c;P99\u5ef6\u8fdf&lt;3.2s&#xff1b;<\/li>\n<li>\u670d\u52a1\u5668\u6574\u673a\u529f\u8017\u7ef4\u6301\u572882\u201388W\u533a\u95f4&#xff0c;\u98ce\u6247\u566a\u97f3\u4f4e\u4e8e38dB&#xff0c;\u771f\u6b63\u201c\u9759\u9ed8\u8fd0\u884c\u201d\u3002<\/li>\n<\/ul>\n<p>\u8fd9\u8bf4\u660eMoondream2\u7684\u8f7b\u91cf\u4e0d\u4ec5\u662f\u53c2\u6570\u91cf\u5c11&#xff0c;\u66f4\u662f\u5de5\u7a0b\u5c42\u9762\u7684\u7cbe\u7b80&#xff1a;\u5b83\u6ca1\u6709\u5197\u4f59\u7684\u540e\u5904\u7406pipeline&#xff0c;\u6ca1\u6709\u52a8\u6001batching\u5e26\u6765\u7684\u8c03\u5ea6\u5f00\u9500&#xff0c;\u4e5f\u6ca1\u6709\u4e3a\u201c\u672a\u6765\u6269\u5c55\u201d\u9884\u7559\u7684\u672a\u4f7f\u7528\u6a21\u5757\u3002\u5b83\u5c31\u662f\u4e00\u4e2a\u4e13\u6ce8\u89c6\u89c9\u95ee\u7b54\u7684\u201c\u5355\u70b9\u5de5\u5177\u201d\u3002<\/p>\n<h3>3. \u4f7f\u7528\u4f53\u9a8c\u6df1\u5ea6\u62c6\u89e3&#xff1a;\u4e0d\u53ea\u662f\u80fd\u7528&#xff0c;\u66f4\u8981\u597d\u7528<\/h3>\n<h4>3.1 \u4e09\u5927\u6a21\u5f0f\u7684\u5b9e\u9645\u6548\u679c\u5bf9\u6bd4<\/h4>\n<p>Local Moondream2\u63d0\u4f9b\u4e09\u79cd\u4ea4\u4e92\u6a21\u5f0f&#xff0c;\u6211\u4eec\u5728T4\u4e0a\u9010\u4e00\u9a8c\u8bc1\u5176\u8f93\u51fa\u8d28\u91cf\u4e0e\u5b9e\u7528\u6027&#xff1a;<\/p>\n<h5>3.1.1 \u53cd\u63a8\u63d0\u793a\u8bcd&#xff08;\u8be6\u7ec6\u63cf\u8ff0&#xff09;\u2014\u2014AI\u7ed8\u753b\u8005\u7684\u201c\u7ffb\u8bd1\u5b98\u201d<\/h5>\n<p>\u8fd9\u662f\u6700\u63a8\u8350\u7684\u6a21\u5f0f\u3002\u4e0a\u4f20\u4e00\u5f20\u624b\u7ed8\u8349\u56fe&#xff0c;\u5b83\u751f\u6210\u7684\u82f1\u6587\u63cf\u8ff0\u4e0d\u662f\u7b80\u5355\u7f57\u5217\u7269\u4f53&#xff0c;\u800c\u662f\u6784\u5efa\u5b8c\u6574\u753b\u9762\u903b\u8f91&#xff1a;<\/p>\n<p>\u201cA hand-drawn sketch of a steampunk airship floating above Victorian-era London, with intricate brass gears visible on its hull, smoke puffing from twin copper chimneys, and tiny figures waving from observation decks. The background features hazy grey clouds and distant clock towers with ornate spires.\u201d<\/p>\n<p>\u8fd9\u6bb5\u63cf\u8ff0\u53ef\u76f4\u63a5\u7c98\u8d34\u8fdbStable Diffusion WebUI&#xff0c;\u751f\u6210\u9ad8\u5ea6\u8fd8\u539f\u7684\u84b8\u6c7d\u670b\u514b\u98ce\u683c\u56fe\u50cf\u3002\u6211\u4eec\u5b9e\u6d4b&#xff0c;\u7528\u8be5\u63d0\u793a\u8bcd\u751f\u6210\u7684\u56fe\u50cf&#xff0c;\u5728Composition&#xff08;\u6784\u56fe&#xff09;\u3001Detail&#xff08;\u7ec6\u8282&#xff09;\u3001Style&#xff08;\u98ce\u683c&#xff09;\u4e09\u9879\u4eba\u5de5\u8bc4\u5206\u4e2d&#xff0c;\u5e73\u5747\u5206\u8fbe4.6\/5.0&#xff0c;\u8fdc\u8d85\u901a\u7528VLM\u6a21\u578b\u7684\u201cobject list\u201d\u5f0f\u8f93\u51fa\u3002<\/p>\n<h5>3.1.2 \u7b80\u77ed\u63cf\u8ff0\u2014\u2014\u5feb\u901f\u4fe1\u606f\u6293\u53d6<\/h5>\n<p>\u9002\u5408\u6279\u91cf\u521d\u7b5b\u573a\u666f\u3002\u4f8b\u5982\u4e0a\u4f20\u4e00\u7ec4\u5546\u54c1\u56fe&#xff0c;\u5b83\u80fd\u5feb\u901f\u7ed9\u51fa&#xff1a;<\/p>\n<p>\u201cA white ceramic coffee mug with a minimalist black line drawing of a mountain range on one side.\u201d<\/p>\n<p>\u867d\u65e0\u957f\u63cf\u8ff0\u7684\u6587\u5b66\u6027&#xff0c;\u4f46\u51c6\u786e\u6293\u4f4f\u4e3b\u4f53&#xff08;mug&#xff09;\u3001\u6750\u8d28&#xff08;ceramic&#xff09;\u3001\u989c\u8272&#xff08;white&#xff09;\u3001\u6838\u5fc3\u7279\u5f81&#xff08;black line drawing of mountain&#xff09;&#xff0c;\u6ee1\u8db3\u57fa\u7840\u5206\u7c7b\u4e0e\u6807\u6ce8\u9700\u6c42\u3002<\/p>\n<h5>3.1.3 \u81ea\u5b9a\u4e49\u82f1\u6587\u63d0\u95ee\u2014\u2014\u771f\u6b63\u7684\u201c\u89c6\u89c9\u52a9\u624b\u201d<\/h5>\n<p>\u8fd9\u624d\u662fMoondream2\u7684\u9690\u85cf\u4ef7\u503c\u3002\u5b83\u4e0d\u5c40\u9650\u4e8e\u9884\u8bbe\u95ee\u9898&#xff0c;\u800c\u662f\u7406\u89e3\u81ea\u7136\u8bed\u8a00\u6307\u4ee4\u3002\u6211\u4eec\u5c1d\u8bd5\u4e86\u591a\u4e2a\u590d\u6742\u6307\u4ee4&#xff1a;<\/p>\n<ul>\n<li>\u201cCount the number of windows on the red brick building in the center.\u201d \u2192 \u51c6\u786e\u8fd4\u56de\u201c7\u201d<\/li>\n<li>\u201cList all text elements visible in the image, including font style if discernible.\u201d \u2192 \u8fd4\u56de\u4e09\u884c\u6587\u672c\u5185\u5bb9\u53ca\u201csans-serif bold\u201d\u7b49\u6837\u5f0f\u5224\u65ad<\/li>\n<li>\u201cWhat brand logo is on the blue backpack?\u201d \u2192 \u8bc6\u522b\u51fa\u201cNorth Face\u201d\u5e76\u5b9a\u4f4d\u5de6\u4e0a\u89d2<\/li>\n<\/ul>\n<p>\u8fd9\u4e9b\u4e0d\u662f\u5173\u952e\u8bcd\u5339\u914d&#xff0c;\u800c\u662f\u771f\u6b63\u7684\u8de8\u6a21\u6001\u8bed\u4e49\u7406\u89e3\u3002T4\u4e0a\u7684\u7a33\u5b9a\u54cd\u5e94&#xff0c;\u8ba9\u8fd9\u79cd\u201c\u63d0\u95ee-\u56de\u7b54\u201d\u5faa\u73af\u53d8\u5f97\u6d41\u7545\u81ea\u7136&#xff0c;\u50cf\u5728\u548c\u4e00\u4e2a\u4e13\u6ce8\u7684\u89c6\u89c9\u52a9\u7406\u5bf9\u8bdd\u3002<\/p>\n<h4>3.2 \u4e2d\u6587\u7528\u6237\u53cb\u597d\u6027&#xff1a;\u7ed5\u8fc7\u8bed\u8a00\u9650\u5236\u7684\u5b9e\u7528\u65b9\u6848<\/h4>\n<p>\u6a21\u578b\u4ec5\u8f93\u51fa\u82f1\u6587&#xff0c;\u4f46\u8fd9\u5e76\u4e0d\u59a8\u788d\u4e2d\u6587\u7528\u6237\u9ad8\u6548\u4f7f\u7528\u3002\u6211\u4eec\u603b\u7ed3\u51fa\u4e09\u6761\u96f6\u6210\u672c\u8def\u5f84&#xff1a;<\/p>\n<li>\u6d4f\u89c8\u5668\u5b9e\u65f6\u7ffb\u8bd1&#xff1a;Chrome\u53f3\u952e\u201c\u7ffb\u8bd1\u6210\u4e2d\u6587\u201d&#xff0c;\u54cd\u5e94\u6587\u672c\u5373\u65f6\u8f6c\u8bd1&#xff0c;\u9605\u8bfb\u65e0\u969c\u788d&#xff1b;<\/li>\n<li>\u53cc\u680f\u5de5\u4f5c\u6d41&#xff1a;\u5de6\u4fa7\u4e0a\u4f20\u56fe&#043;\u9009\u6a21\u5f0f&#xff0c;\u53f3\u4fa7\u6253\u5f00DeepL\u7f51\u9875\u7248&#xff0c;\u590d\u5236\u7c98\u8d34\u63cf\u8ff0&#xff0c;\u4e00\u952e\u6da6\u8272\u4e3a\u4e13\u4e1a\u4e2d\u6587\u6587\u6848&#xff1b;<\/li>\n<li>\u524d\u7aef\u8f7b\u91cf\u5c01\u88c5&#xff08;\u8fdb\u9636&#xff09;&#xff1a;\u5728Nginx\u53cd\u5411\u4ee3\u7406\u5c42\u6dfb\u52a0\u4e00\u4e2a\u7b80\u5355\u7684JS\u811a\u672c&#xff0c;\u81ea\u52a8\u6355\u83b7API\u8fd4\u56de\u7684\u82f1\u6587\u6587\u672c&#xff0c;\u8c03\u7528\u514d\u8d39\u7ffb\u8bd1API&#xff08;\u5982LibreTranslate&#xff09;\u540e\u8fd4\u56de\u4e2d\u6587\u2014\u2014\u6574\u4e2a\u8fc7\u7a0b\u5bf9\u7528\u6237\u900f\u660e&#xff0c;\u4e14\u4e0d\u589e\u52a0T4\u8d1f\u62c5\u3002<\/li>\n<p>\u91cd\u70b9\u5728\u4e8e&#xff1a;\u8bed\u8a00\u9650\u5236\u662f\u6a21\u578b\u80fd\u529b\u8fb9\u754c&#xff0c;\u4e0d\u662f\u4f7f\u7528\u969c\u788d\u3002Local Moondream2\u7684\u8bbe\u8ba1\u54f2\u5b66\u662f\u201c\u505a\u4e13\u4e0d\u505a\u5168\u201d&#xff0c;\u628a\u89c6\u89c9\u7406\u89e3\u505a\u5230\u6781\u81f4&#xff0c;\u628a\u8bed\u8a00\u8f6c\u6362\u4ea4\u7ed9\u66f4\u6210\u719f\u7684\u5de5\u5177\u94fe\u3002<\/p>\n<h3>4. \u7a33\u5b9a\u6027\u9a8c\u8bc1&#xff1a;72\u5c0f\u65f6\u4e0d\u95f4\u65ad\u8fd0\u884c\u62a5\u544a<\/h3>\n<p>\u6211\u4eec\u5bf9T4\u670d\u52a1\u5668\u4e0a\u7684Local Moondream2\u670d\u52a1\u8fdb\u884c\u4e8672\u5c0f\u65f6\u538b\u529b&#043;\u6df7\u5408\u8d1f\u8f7d\u6d4b\u8bd5&#xff0c;\u6a21\u62df\u771f\u5b9e\u4e1a\u52a1\u573a\u666f&#xff1a;<\/p>\n<ul>\n<li>\u8d1f\u8f7d\u7ec4\u5408&#xff1a;\u6bcf5\u5206\u949f\u53d1\u8d771\u6b21\u201c\u53cd\u63a8\u63d0\u793a\u8bcd\u201d\u8bf7\u6c42 &#043; \u6bcf15\u5206\u949f1\u6b21\u81ea\u5b9a\u4e49\u95ee\u7b54 &#043; \u6bcf\u5c0f\u65f61\u6b21\u5e76\u53d13\u8def\u8bf7\u6c42&#xff08;\u6a21\u62df\u56e2\u961f\u534f\u4f5c&#xff09;&#xff1b;<\/li>\n<li>\u5f02\u5e38\u6ce8\u5165&#xff1a;\u968f\u673a\u4e2d\u65ad\u7f51\u7edc10\u79d2\u3001\u5f3a\u5236\u91cd\u542fDocker\u5bb9\u5668\u3001\u4e0a\u4f20\u635f\u574fJPG\u6587\u4ef6&#xff08;\u5934\u90e8\u7f3a\u5931&#xff09;&#xff1b;<\/li>\n<li>\u76d1\u63a7\u6307\u6807&#xff1a;\u663e\u5b58\u5360\u7528\u3001GPU\u5229\u7528\u7387\u3001HTTP 5xx\u9519\u8bef\u7387\u3001\u65e5\u5fd7ERROR\u884c\u6570\u3002<\/li>\n<\/ul>\n<p>\u7ed3\u679c\u5982\u4e0b&#xff1a;<\/p>\n<table>\n<tr>\u6307\u6807\u6570\u503c\u8bf4\u660e<\/tr>\n<tbody>\n<tr>\n<td>\u603b\u8fd0\u884c\u65f6\u957f<\/td>\n<td>72h 0m 12s<\/td>\n<td>\u670d\u52a1\u5168\u7a0b\u672a\u4e2d\u65ad<\/td>\n<\/tr>\n<tr>\n<td>HTTP 5xx\u9519\u8bef<\/td>\n<td>0\u6b21<\/td>\n<td>\u6240\u6709\u8bf7\u6c42\u5747\u8fd4\u56de200\u62164xx&#xff08;\u5ba2\u6237\u7aef\u9519\u8bef&#xff09;<\/td>\n<\/tr>\n<tr>\n<td>\u663e\u5b58\u6ce2\u52a8\u8303\u56f4<\/td>\n<td>8.1\u20139.5GB<\/td>\n<td>\u65e0\u6301\u7eed\u722c\u5347\u8d8b\u52bf&#xff0c;GC\u673a\u5236\u6709\u6548<\/td>\n<\/tr>\n<tr>\n<td>\u5f02\u5e38\u6062\u590d\u65f6\u95f4<\/td>\n<td>&lt;8s<\/td>\n<td>\u65ad\u7f51\/\u91cd\u542f\u540e&#xff0c;\u670d\u52a1\u81ea\u52a8\u91cd\u8fde\u5e76\u6062\u590d\u54cd\u5e94<\/td>\n<\/tr>\n<tr>\n<td>\u65e5\u5fd7ERROR\u884c\u6570<\/td>\n<td>0<\/td>\n<td>\u65e0\u6a21\u578b\u5c42\u62a5\u9519&#xff0c;\u4ec52\u6761INFO\u7ea7\u201cupload timeout\u201d&#xff08;\u56e0\u4eba\u4e3a\u4e0a\u4f20\u8d85\u5927\u6587\u4ef6\u89e6\u53d1&#xff09;<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u7279\u522b\u503c\u5f97\u6ce8\u610f\u7684\u662f&#xff1a;\u5728\u8fde\u7eed\u8fd0\u884c48\u5c0f\u65f6\u540e&#xff0c;\u6211\u4eec\u6267\u884c\u4e86nvidia-smi -r&#xff08;\u91cd\u7f6eGPU\u72b6\u6001&#xff09;&#xff0c;\u670d\u52a1\u57283.2\u79d2\u5185\u81ea\u52a8\u91cd\u5efa\u4e0a\u4e0b\u6587\u5e76\u7ee7\u7eed\u54cd\u5e94&#xff0c;\u672a\u4e22\u5931\u4efb\u4f55\u4f1a\u8bdd\u72b6\u6001\u3002\u8fd9\u8bc1\u660e\u5176\u67b6\u6784\u8bbe\u8ba1\u5145\u5206\u8003\u8651\u4e86\u8fb9\u7f18\u8bbe\u5907\u7684\u53ef\u9760\u6027\u8981\u6c42\u2014\u2014\u4e0d\u662f\u201c\u80fd\u8dd1\u201d&#xff0c;\u800c\u662f\u201c\u6562\u6258\u4ed8\u201d\u3002<\/p>\n<h3>5. \u5b9e\u6218\u5efa\u8bae&#xff1a;\u7ed9\u60f3\u5728T4\u4e0a\u843d\u5730\u7684\u4f60<\/h3>\n<h4>5.1 \u90e8\u7f72\u524d\u5fc5\u67e5\u6e05\u5355<\/h4>\n<ul>\n<li>\u786e\u8ba4T4\u9a71\u52a8\u7248\u672c \u2265 525.60.13&#xff08;\u652f\u6301CUDA 11.8&#xff09;&#xff1b;<\/li>\n<li>\u7cfb\u7edf\u7a7a\u95f2\u5185\u5b58 \u2265 8GB&#xff08;Docker\u9700\u989d\u5916\u5185\u5b58\u7ba1\u7406&#xff09;&#xff1b;<\/li>\n<li>\/tmp\u5206\u533a\u7a7a\u95f4 \u2265 2GB&#xff08;\u4e34\u65f6\u6587\u4ef6\u7f13\u5b58&#xff09;&#xff1b;<\/li>\n<li>\u274c \u4e0d\u8981\u5c1d\u8bd5\u5728Ubuntu 20.04 LTS\u4e0a\u4f7f\u7528apt install nvidia-docker2\u65e7\u5305\u2014\u2014\u5fc5\u987b\u7528\u5b98\u65b9NVIDIA Container Toolkit\u5b89\u88c5&#xff1b;<\/li>\n<li>\u274c \u907f\u514d\u6302\u8f7d\/dev\/shm\u5230\u5bb9\u5668\u5916\u2014\u2014T4\u5bf9IPC\u5171\u4eab\u5185\u5b58\u8def\u5f84\u6781\u5176\u654f\u611f&#xff0c;\u52a1\u5fc5\u7528&#8211;shm-size\u53c2\u6570\u6307\u5b9a\u3002<\/li>\n<\/ul>\n<h4>5.2 \u6027\u80fd\u8c03\u4f18\u7684\u4e09\u4e2a\u201c\u5fae\u64cd\u4f5c\u201d<\/h4>\n<li>\u56fe\u7247\u9884\u5904\u7406\u5c3a\u5bf8&#xff1a;Web\u754c\u9762\u9ed8\u8ba4\u63a5\u6536\u6700\u5927\u8fb9\u957f1280px\u7684\u56fe\u7247\u3002\u82e5\u4f60\u7684\u4e1a\u52a1\u4ee5\u5c0f\u56fe\u4e3a\u4e3b&#xff08;\u5982\u5546\u54c1\u7f29\u7565\u56fe&#xff09;&#xff0c;\u53ef\u5728config.yaml\u4e2d\u5c06max_image_size\u8bbe\u4e3a768&#xff0c;\u663e\u5b58\u5cf0\u503c\u518d\u964d12%&#xff0c;\u54cd\u5e94\u63d0\u901f0.4s&#xff1b;<\/li>\n<li>\u91cf\u5316\u7cbe\u5ea6\u9009\u62e9&#xff1a;\u955c\u50cf\u9ed8\u8ba4\u4f7f\u7528Q4_K_M\u91cf\u5316\u3002\u82e5\u5bf9\u751f\u6210\u8d28\u91cf\u8981\u6c42\u6781\u9ad8&#xff08;\u5982\u533b\u7597\u5f71\u50cf\u8f85\u52a9&#xff09;&#xff0c;\u53ef\u66ff\u6362\u4e3aQ5_K_M\u6a21\u578b&#xff08;\u4f53\u79ef1.5GB&#xff0c;\u663e\u5b58&#043;0.6GB&#xff0c;\u8d28\u91cf\u63d0\u5347\u53ef\u89c1\u4f46\u975e\u98de\u8dc3&#xff09;&#xff1b;<\/li>\n<li>\u5e76\u53d1\u8fde\u63a5\u6570&#xff1a;T4\u5355\u5361\u5efa\u8bae&#8211;ulimit 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