{"id":34868,"date":"2025-08-04T00:10:51","date_gmt":"2025-08-03T16:10:51","guid":{"rendered":"https:\/\/www.kdjingpai.com\/?p=34868"},"modified":"2025-08-04T00:10:51","modified_gmt":"2025-08-03T16:10:51","slug":"whitelightning","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/de\/whitelightning\/","title":{"rendered":"WhiteLightning\uff1a\u4e00\u952e\u751f\u6210\u8f7b\u91cf\u7ea7\u79bb\u7ebf\u6587\u672c\u5206\u7c7b\u6a21\u578b\u7684\u5f00\u6e90\u5de5\u5177"},"content":{"rendered":"<p>WhiteLightning \u662f\u4e00\u4e2a\u5f00\u6e90\u547d\u4ee4\u884c\u5de5\u5177\uff0c\u65e8\u5728\u5e2e\u52a9\u5f00\u53d1\u8005\u901a\u8fc7\u5355\u884c\u547d\u4ee4\u5feb\u901f\u751f\u6210\u8f7b\u91cf\u7ea7\u6587\u672c\u5206\u7c7b\u6a21\u578b\u3002\u5de5\u5177\u5229\u7528\u5927\u578b\u8bed\u8a00\u6a21\u578b\u751f\u6210\u5408\u6210\u6570\u636e\uff0c\u901a\u8fc7\u5e08\u751f\u84b8\u998f\u6280\u672f\u8bad\u7ec3\u51fa\u5c0f\u4e8e1MB\u7684ONNX\u6a21\u578b\uff0c\u652f\u6301\u5b8c\u5168\u79bb\u7ebf\u8fd0\u884c\uff0c\u9002\u5408\u8fb9\u7f18\u8bbe\u5907\u5982\u6811\u8393\u6d3e\u3001\u624b\u673a\u6216\u4f4e\u529f\u8017\u8bbe\u5907\u3002WhiteLightning \u7531\u4e4c\u514b\u5170\u516c\u53f8Inoxoft\u5f00\u53d1\uff0c\u5386\u65f6\u4e00\u5e74\uff0c\u652f\u6301\u591a\u8bed\u8a00\u7f16\u7a0b\uff0c\u5f3a\u8c03\u9690\u79c1\u4fdd\u62a4\u548c\u4f4e\u6210\u672c\u90e8\u7f72\u3002\u7528\u6237\u65e0\u9700\u51c6\u5907\u771f\u5b9e\u6570\u636e\u5373\u53ef\u751f\u6210\u6a21\u578b\uff0c\u9002\u7528\u4e8e\u60c5\u611f\u5206\u6790\u3001\u5783\u573e\u90ae\u4ef6\u8fc7\u6ee4\u7b49\u573a\u666f\u3002\u9879\u76ee\u91c7\u7528GPL-3.0\u8bb8\u53ef\u8bc1\uff0c\u6a21\u578b\u4f7f\u7528MIT\u8bb8\u53ef\u8bc1\uff0c\u793e\u533a\u901a\u8fc7GitHub\u548cDiscord\u63d0\u4f9b\u652f\u6301\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-34870 aligncenter\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/08\/888816d3b54c2b8.png\" alt=\"\" width=\"843\" height=\"720\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/08\/888816d3b54c2b8.png 843w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/08\/888816d3b54c2b8-14x12.png 14w\" sizes=\"auto, (max-width: 843px) 100vw, 843px\" \/><\/p>\n<p>&nbsp;<\/p>\n<h2>\u529f\u80fd\u5217\u8868<\/h2>\n<ul>\n<li>\u4e00\u952e\u751f\u6210\u5c0f\u4e8e1MB\u7684ONNX\u6587\u672c\u5206\u7c7b\u6a21\u578b\uff0c\u652f\u6301\u591a\u7c7b\u5206\u7c7b\uff0c\u5982\u60c5\u611f\u5206\u6790\u3001\u5783\u573e\u90ae\u4ef6\u68c0\u6d4b\u3002<\/li>\n<li>\u5229\u7528\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff08\u5982Grok-3-beta\u3001GPT-4o-mini\uff09\u751f\u6210\u5408\u6210\u8bad\u7ec3\u6570\u636e\uff0c\u65e0\u9700\u771f\u5b9e\u6570\u636e\u3002<\/li>\n<li>\u652f\u6301\u5b8c\u5168\u79bb\u7ebf\u8fd0\u884c\uff0c\u6a21\u578b\u90e8\u7f72\u540e\u65e0\u9700\u4e91\u7aefAPI\uff0c\u4fdd\u62a4\u6570\u636e\u9690\u79c1\u3002<\/li>\n<li>\u517c\u5bb9Python\u3001Rust\u3001Swift\u3001Node.js\u3001Dart\u7b49\u591a\u79cd\u7f16\u7a0b\u8bed\u8a00\uff0c\u9002\u914d\u591a\u79cd\u5f00\u53d1\u73af\u5883\u3002<\/li>\n<li>\u63d0\u4f9bDocker\u5bb9\u5668\uff0c\u652f\u6301macOS\u3001Linux\u3001Windows\uff0c\u7b80\u5316\u5b89\u88c5\u548c\u8fd0\u884c\u3002<\/li>\n<li>\u96c6\u6210GitHub Actions\uff0c\u652f\u6301\u4e91\u7aef\u6a21\u578b\u8bad\u7ec3\u548cCI\/CD\u81ea\u52a8\u5316\u6d41\u7a0b\u3002<\/li>\n<li>\u63d0\u4f9b\u4ea4\u4e92\u5f0f\u547d\u4ee4\u751f\u6210\u5668\uff0c\u7b80\u5316\u590d\u6742\u53c2\u6570\u914d\u7f6e\u3002<\/li>\n<li>\u652f\u6301\u8fb9\u7f18\u6848\u4f8b\u751f\u6210\uff0c\u786e\u4fdd\u6a21\u578b\u5728\u590d\u6742\u8f93\u5165\u573a\u666f\u4e0b\u8868\u73b0\u7a33\u5b9a\u3002<\/li>\n<li>\u6a21\u578b\u8bad\u7ec3\u8fc7\u7a0b\u900f\u660e\uff0c\u65e5\u5fd7\u663e\u793a\u8fdb\u5ea6\u3001\u51c6\u786e\u7387\u548c\u635f\u5931\u503c\u3002<\/li>\n<\/ul>\n<h2>\u4f7f\u7528\u5e2e\u52a9<\/h2>\n<h3>\u5b89\u88c5\u6d41\u7a0b<\/h3>\n<p>WhiteLightning \u901a\u8fc7Docker\u5bb9\u5668\u5206\u53d1\uff0c\u786e\u4fdd\u8de8\u5e73\u53f0\u4e00\u81f4\u6027\u548c\u7b80\u4fbf\u6027\u3002\u4ee5\u4e0b\u662f\u8be6\u7ec6\u5b89\u88c5\u6b65\u9aa4\uff1a<\/p>\n<ol>\n<li><strong>\u5b89\u88c5Docker<\/strong><br \/>\n\u786e\u4fdd\u8bbe\u5907\u5df2\u5b89\u88c5Docker\u3002macOS\u548cLinux\u7528\u6237\u53ef\u4eceDocker\u5b98\u7f51\u4e0b\u8f7d\u5b89\u88c5\u5305\uff0cWindows\u7528\u6237\u5efa\u8bae\u4f7f\u7528PowerShell\u8fd0\u884c\u547d\u4ee4\u3002\u9a8c\u8bc1Docker\u5b89\u88c5\uff1a<\/p>\n<pre><code>docker --version\r\n<\/code><\/pre>\n<p>\u82e5\u672a\u5b89\u88c5\uff0c\u8bf7\u53c2\u8003\u5b98\u65b9\u6307\u5357\u5b8c\u6210\u5b89\u88c5\u3002<\/li>\n<li><strong>\u62c9\u53d6WhiteLightning\u955c\u50cf<\/strong><br \/>\n\u4eceDocker Hub\u62c9\u53d6\u6700\u65b0\u955c\u50cf\uff1a<\/p>\n<pre><code>docker pull ghcr.io\/inoxoft\/whitelightning:latest\r\n<\/code><\/pre>\n<p>\u955c\u50cf\u5185\u7f6e\u6240\u6709\u4f9d\u8d56\uff0c\u65e0\u9700\u989d\u5916\u914d\u7f6ePython\u6216\u5176\u4ed6\u73af\u5883\u3002<\/li>\n<li><strong>\u8bbe\u7f6eAPI\u5bc6\u94a5<\/strong><br \/>\nWhiteLightning \u5728\u8bad\u7ec3\u9636\u6bb5\u9700\u8c03\u7528\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff08\u5982OpenRouter\u63d0\u4f9b\uff09\u751f\u6210\u5408\u6210\u6570\u636e\uff0c\u56e0\u6b64\u9700\u914d\u7f6eAPI\u5bc6\u94a5\u3002\u4f8b\u5982\uff1a<\/p>\n<pre><code>export OPEN_ROUTER_API_KEY=\"sk-...\"\r\n<\/code><\/pre>\n<p>\u5c06<code>\"sk-...\"<\/code>\u66ff\u6362\u4e3a\u4eceOpenRouter\u5b98\u7f51\u83b7\u53d6\u7684\u5b9e\u9645\u5bc6\u94a5\u3002\u5bc6\u94a5\u4ec5\u7528\u4e8e\u8bad\u7ec3\uff0c\u751f\u6210\u7684\u6a21\u578b\u8fd0\u884c\u65f6\u65e0\u9700\u8054\u7f51\u3002<\/li>\n<li><strong>\u8fd0\u884c\u5bb9\u5668<\/strong><br \/>\n\u4f7f\u7528Docker\u8fd0\u884cWhiteLightning\uff0c\u751f\u6210\u5206\u7c7b\u6a21\u578b\u3002\u4f8b\u5982\uff0c\u5206\u7c7b\u5ba2\u6237\u8bc4\u8bba\u4e3a\u6b63\u9762\u3001\u4e2d\u7acb\u6216\u8d1f\u9762\uff1a<\/p>\n<pre><code>docker run --rm -e OPEN_ROUTER_API_KEY=\"sk-...\" -v \"$(pwd)\":\/app\/models ghcr.io\/inoxoft\/whitelightning:latest python -m text_classifier.agent -p \"Categorize customer reviews as positive, neutral, or negative\"\r\n<\/code><\/pre>\n<p>\u547d\u4ee4\u8bf4\u660e\uff1a<\/p>\n<ul>\n<li><code>--rm<\/code>\u00a0\u8fd0\u884c\u540e\u81ea\u52a8\u5220\u9664\u5bb9\u5668\uff0c\u8282\u7701\u7a7a\u95f4\u3002<\/li>\n<li><code>-e<\/code>\u00a0\u8bbe\u7f6eAPI\u5bc6\u94a5\u73af\u5883\u53d8\u91cf\u3002<\/li>\n<li><code>-v \"$(pwd)\":\/app\/models<\/code>\u00a0\u5c06\u5f53\u524d\u76ee\u5f55\u6302\u8f7d\u5230\u5bb9\u5668\uff0c\u4fdd\u5b58\u751f\u6210\u7684\u6a21\u578b\u3002<\/li>\n<li><code>-p<\/code>\u00a0\u6307\u5b9a\u5206\u7c7b\u4efb\u52a1\uff0c\u9700\u7b80\u6d01\u63cf\u8ff0\u4efb\u52a1\u76ee\u6807\u3002<br \/>\nWindows\u7528\u6237\u5c06<code>$(pwd)<\/code>\u66ff\u6362\u4e3a<code>${PWD}<\/code>\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u9a8c\u8bc1\u5b89\u88c5<\/strong><br \/>\n\u8fd0\u884c\u547d\u4ee4\u540e\uff0c\u5de5\u5177\u5728\u7ea610\u5206\u949f\u5185\u751f\u6210ONNX\u6a21\u578b\uff0c\u4fdd\u5b58\u81f3\u6302\u8f7d\u76ee\u5f55\uff08\u5982<code>models_multiclass\/customer_review_classifier\/customer_review_classifier.onnx<\/code>\uff09\u3002\u68c0\u67e5\u65e5\u5fd7\u786e\u8ba4\u8bad\u7ec3\u5b8c\u6210\uff0c\u65e5\u5fd7\u793a\u4f8b\uff1a<\/p>\n<pre><code>\u2705 - INFO - Test set evaluation - Loss: 0.0006, Accuracy: 1.0000\r\n<\/code><\/pre>\n<p>\u786e\u4fdd\u8f93\u51fa\u76ee\u5f55\u5305\u542b\u6a21\u578b\u6587\u4ef6\u3002<\/li>\n<\/ol>\n<h3>\u4f7f\u7528\u4e3b\u8981\u529f\u80fd<\/h3>\n<p>WhiteLightning \u7684\u6838\u5fc3\u529f\u80fd\u662f\u4e00\u952e\u751f\u6210\u548c\u90e8\u7f72\u8f7b\u91cf\u7ea7\u6587\u672c\u5206\u7c7b\u6a21\u578b\u3002\u4ee5\u4e0b\u662f\u8be6\u7ec6\u64cd\u4f5c\u6d41\u7a0b\uff1a<\/p>\n<h4>\u751f\u6210\u6587\u672c\u5206\u7c7b\u6a21\u578b<\/h4>\n<p>\u7528\u6237\u901a\u8fc7<code>-p<\/code>\u53c2\u6570\u6307\u5b9a\u5206\u7c7b\u4efb\u52a1\uff0c\u5de5\u5177\u81ea\u52a8\u5b8c\u6210\u5408\u6210\u6570\u636e\u751f\u6210\u548c\u6a21\u578b\u8bad\u7ec3\u3002\u4f8b\u5982\uff0c\u751f\u6210\u5783\u573e\u90ae\u4ef6\u5206\u7c7b\u5668\uff1a<\/p>\n<pre><code>docker run --rm -e OPEN_ROUTER_API_KEY=\"sk-...\" -v \"$(pwd)\":\/app\/models ghcr.io\/inoxoft\/whitelightning:latest python -m text_classifier.agent -p \"Classify emails as spam or not spam\"\r\n<\/code><\/pre>\n<ul>\n<li><strong>\u6d41\u7a0b<\/strong>\uff1a\n<ol>\n<li>\u5de5\u5177\u8c03\u7528\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff08\u5982<code>x-ai\/grok-3-beta<\/code>\u6216<code>openai\/gpt-4o-mini<\/code>\uff09\u751f\u6210\u5408\u6210\u6570\u636e\uff0c\u9ed8\u8ba4\u6bcf\u7c7b50\u6761\uff0c\u5305\u542b\u8fb9\u7f18\u6848\u4f8b\u3002<\/li>\n<li>\u4f7f\u7528\u5e08\u751f\u84b8\u998f\u6280\u672f\uff0c\u57fa\u4e8e\u5408\u6210\u6570\u636e\u8bad\u7ec3\u8f7b\u91cf\u7ea7ONNX\u6a21\u578b\u3002<\/li>\n<li>\u8bad\u7ec3\u5b8c\u6210\u540e\uff0c\u6a21\u578b\u5bfc\u51fa\u81f3\u6307\u5b9a\u76ee\u5f55\uff0c\u65e5\u5fd7\u663e\u793a\u8bad\u7ec3\u8fdb\u5ea6\uff08\u5982<code>Epoch 20\/20 - accuracy: 1.0000<\/code>\uff09\u3002<\/li>\n<\/ol>\n<\/li>\n<li><strong>\u8f93\u51fa<\/strong>\uff1a\u6a21\u578b\u6587\u4ef6\uff08\u5982<code>customer_review_classifier.onnx<\/code>\uff09\u548c\u65e5\u5fd7\uff0c\u8bb0\u5f55\u6570\u636e\u751f\u6210\u548c\u8bad\u7ec3\u8be6\u60c5\u3002<\/li>\n<\/ul>\n<h4>\u90e8\u7f72\u548c\u8fd0\u884c\u6a21\u578b<\/h4>\n<p>\u751f\u6210\u7684ONNX\u6a21\u578b\u652f\u6301\u591a\u79cd\u8bed\u8a00\u8fd0\u884c\uff0c\u5360\u7528\u7a7a\u95f4\u5c0f\uff0c\u9002\u5408\u8fb9\u7f18\u8bbe\u5907\u3002\u4ee5\u4e0b\u4ee5Python\u4e3a\u4f8b\uff1a<\/p>\n<ol>\n<li>\u5b89\u88c5ONNX\u8fd0\u884c\u65f6\uff1a\n<pre><code>pip install onnxruntime\r\n<\/code><\/pre>\n<\/li>\n<li>\u52a0\u8f7d\u5e76\u8fd0\u884c\u6a21\u578b\uff1a\n<pre><code>import onnxruntime as ort\r\nimport numpy as np\r\nsession = ort.InferenceSession(\"models_multiclass\/customer_review_classifier\/customer_review_classifier.onnx\")\r\ninput_data = np.array([\"This product is amazing!\"], dtype=np.object_)\r\noutputs = session.run(None, {\"input\": input_data})\r\nprint(outputs)  # \u8f93\u51fa\u7ed3\u679c\uff0c\u5982 ['positive']\r\n<\/code><\/pre>\n<\/li>\n<li>\u5176\u4ed6\u8bed\u8a00\uff08\u5982Rust\u3001Swift\uff09\u53c2\u8003ONNX\u5b98\u7f51\u8fd0\u884c\u65f6\u6587\u6863\u3002<\/li>\n<\/ol>\n<h4>\u9ad8\u7ea7\u914d\u7f6e<\/h4>\n<p>WhiteLightning \u63d0\u4f9b\u7075\u6d3b\u7684\u53c2\u6570\u914d\u7f6e\uff0c\u4f18\u5316\u6a21\u578b\u6027\u80fd\uff1a<\/p>\n<ul>\n<li><strong>\u63d0\u793a\u4f18\u5316\u5faa\u73af<\/strong>\uff1a\u901a\u8fc7<code>-r<\/code>\u53c2\u6570\u8bbe\u7f6e\u4f18\u5316\u6b21\u6570\uff0c\u9ed8\u8ba41\u6b21\u3002\u4f8b\u5982\uff1a\n<pre><code>-r 3\r\n<\/code><\/pre>\n<p>\u589e\u52a0\u5faa\u73af\u63d0\u9ad8\u6570\u636e\u8d28\u91cf\uff0c\u4f46\u5ef6\u957f\u8bad\u7ec3\u65f6\u95f4\u3002<\/li>\n<li><strong>\u8fb9\u7f18\u6848\u4f8b\u751f\u6210<\/strong>\uff1a\u901a\u8fc7<code>--generate-edge-cases<\/code>\u542f\u7528\uff0c\u9ed8\u8ba4\u5f00\u542f\uff0c\u6bcf\u7c7b\u751f\u621050\u6761\u8fb9\u7f18\u6848\u4f8b\uff1a\n<pre><code>--generate-edge-cases True\r\n<\/code><\/pre>\n<p>\u786e\u4fdd\u6a21\u578b\u5904\u7406\u590d\u6742\u8f93\u5165\u65f6\u8868\u73b0\u7a33\u5b9a\u3002<\/li>\n<li><strong>\u6a21\u578b\u9009\u62e9<\/strong>\uff1a\u652f\u6301\u591a\u79cd\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff0c\u914d\u7f6e\u6587\u4ef6\u4e2d\u53ef\u6307\u5b9a\uff08\u5982<code>x-ai\/grok-3-beta<\/code>\uff09\u3002<\/li>\n<li><strong>\u6570\u636e\u91cf\u8c03\u6574<\/strong>\uff1a\u901a\u8fc7<code>--target-volume-per-class<\/code>\u8bbe\u7f6e\u6bcf\u7c7b\u6570\u636e\u91cf\uff0c\u9ed8\u8ba450\u6761\u3002\u4f8b\u5982\uff1a\n<pre><code>--target-volume-per-class 100\r\n<\/code><\/pre>\n<\/li>\n<\/ul>\n<h4>\u5728\u7ebfPlayground<\/h4>\n<p>WhiteLightning \u63d0\u4f9b\u5728\u7ebfPlayground\uff0c\u7528\u6237\u65e0\u9700\u5b89\u88c5\u5373\u53ef\u6d4b\u8bd5\u6a21\u578b\u751f\u6210\u3002\u8bbf\u95eePlayground\uff0c\u8f93\u5165\u4efb\u52a1\u63cf\u8ff0\uff08\u5982\u201cClassify tweets as happy or sad\u201d\uff09\uff0c\u70b9\u51fb\u751f\u6210\uff0c\u67e5\u770b\u6a21\u578b\u8f93\u51fa\u3002Playground\u9002\u5408\u5feb\u901f\u9a8c\u8bc1\u4efb\u52a1\u6548\u679c\u3002<\/p>\n<h4>\u793e\u533a\u652f\u6301\u4e0e\u8c03\u8bd5<\/h4>\n<ul>\n<li><strong>GitHub Actions<\/strong>\uff1a\u652f\u6301\u4e91\u7aef\u8bad\u7ec3\uff0c\u8bbf\u95eeGitHub\u4ed3\u5e93\u7684\u201cActions\u201d\u9875\u9762\uff0c\u9009\u62e9\u201cTest Model Training\u201d\uff0c\u914d\u7f6e\u53c2\u6570\u540e\u8fd0\u884c\u3002<\/li>\n<li><strong>\u8c03\u8bd5<\/strong>\uff1a\n<ul>\n<li>\u82e5Docker\u547d\u4ee4\u5931\u8d25\uff0c\u68c0\u67e5Docker\u670d\u52a1\u662f\u5426\u8fd0\u884c\uff0c\u786e\u8ba4\u6743\u9650\u3002<\/li>\n<li>\u82e5API\u5bc6\u94a5\u65e0\u6548\uff0c\u91cd\u65b0\u4eceOpenRouter\u83b7\u53d6\u3002<\/li>\n<li>\u65e5\u5fd7\u6587\u4ef6\u4f4d\u4e8e\u8f93\u51fa\u76ee\u5f55\uff0c\u8bb0\u5f55\u8be6\u7ec6\u9519\u8bef\u4fe1\u606f\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u793e\u533a\u652f\u6301<\/strong>\uff1a\u52a0\u5165Discord\u670d\u52a1\u5668\u4e0e\u5f00\u53d1\u8005\u4ea4\u6d41\uff0c\u6216\u5728GitHub\u63d0\u4ea4issue\u3002<\/li>\n<\/ul>\n<h3>\u6ce8\u610f\u4e8b\u9879<\/h3>\n<ul>\n<li>\u8bad\u7ec3\u9636\u6bb5\u9700\u7a33\u5b9a\u7f51\u7edc\u8fde\u63a5\u4ee5\u8c03\u7528API\u751f\u6210\u6570\u636e\u3002<\/li>\n<li>\u6a21\u578b\u8fd0\u884c\u65f6\u5b8c\u5168\u79bb\u7ebf\uff0c\u9002\u5408\u9690\u79c1\u654f\u611f\u573a\u666f\u3002<\/li>\n<li>\u786e\u4fdd\u8f93\u51fa\u76ee\u5f55\u6709\u5199\u6743\u9650\uff0cWindows\u7528\u6237\u6ce8\u610f\u8def\u5f84\u683c\u5f0f\u3002<\/li>\n<li>\u6a21\u578b\u8bad\u7ec3\u65f6\u95f4\u56e0\u4efb\u52a1\u590d\u6742\u5ea6\u548c\u6570\u636e\u91cf\u800c\u5f02\uff0c\u901a\u5e3810-15\u5206\u949f\u3002<\/li>\n<\/ul>\n<h2>\u5e94\u7528\u573a\u666f<\/h2>\n<ol>\n<li><strong>\u79fb\u52a8\u5e94\u7528\u5f00\u53d1<\/strong><br \/>\nWhiteLightning \u751f\u6210\u7684\u8f7b\u91cf\u7ea7\u6a21\u578b\u9002\u5408\u96c6\u6210\u5230\u79fb\u52a8\u5e94\u7528\uff0c\u5982\u804a\u5929\u8f6f\u4ef6\u7684\u60c5\u611f\u5206\u6790\u529f\u80fd\u3002\u6a21\u578b\u5360\u7528\u7a7a\u95f4\u5c0f\uff0c\u8fd0\u884c\u6548\u7387\u9ad8\uff0c\u9002\u914d\u4f4e\u529f\u8017\u8bbe\u5907\u3002<\/li>\n<li><strong>\u8fb9\u7f18\u8bbe\u5907\u90e8\u7f72<\/strong><br \/>\n\u5728\u6811\u8393\u6d3e\u6216\u5de5\u4e1a\u63a7\u5236\u5668\u4e0a\u8fd0\u884c\u6587\u672c\u5206\u7c7b\u6a21\u578b\uff0c\u5904\u7406\u5b9e\u65f6\u65e5\u5fd7\u6216\u7528\u6237\u8f93\u5165\u3002\u79bb\u7ebf\u8fd0\u884c\u907f\u514d\u6570\u636e\u6cc4\u9732\uff0c\u9002\u5408\u5de5\u4e1a\u573a\u666f\u3002<\/li>\n<li><strong>\u9690\u79c1\u654f\u611f\u573a\u666f<\/strong><br \/>\n\u533b\u7597\u3001\u91d1\u878d\u9886\u57df\u5904\u7406\u654f\u611f\u6587\u672c\u6570\u636e\u65f6\uff0cWhiteLightning \u7684\u79bb\u7ebf\u6a21\u578b\u786e\u4fdd\u6570\u636e\u4e0d\u4e0a\u4f20\u4e91\u7aef\uff0c\u4fdd\u62a4\u9690\u79c1\u3002<\/li>\n<li><strong>\u5feb\u901f\u539f\u578b\u5f00\u53d1<\/strong><br \/>\n\u5f00\u53d1\u8005\u53ef\u5feb\u901f\u751f\u6210\u5206\u7c7b\u6a21\u578b\uff0c\u6d4b\u8bd5\u4e0d\u540c\u4efb\u52a1\u6548\u679c\uff0c\u7f29\u77ed\u5f00\u53d1\u5468\u671f\uff0c\u9002\u5408\u521d\u521b\u516c\u53f8\u6216\u7814\u7a76\u56e2\u961f\u3002<\/li>\n<\/ol>\n<h2>QA<\/h2>\n<ol>\n<li><strong>WhiteLightning \u662f\u5426\u9700\u8981\u6301\u7eed\u8054\u7f51\uff1f<\/strong><br \/>\n\u4ec5\u8bad\u7ec3\u9636\u6bb5\u9700\u8054\u7f51\u8c03\u7528API\u751f\u6210\u5408\u6210\u6570\u636e\uff0c\u751f\u6210\u7684\u6a21\u578b\u5b8c\u5168\u79bb\u7ebf\u8fd0\u884c\u3002<\/li>\n<li><strong>\u6a21\u578b\u5927\u5c0f\u662f\u591a\u5c11\uff1f<\/strong><br \/>\n\u6a21\u578b\u901a\u5e38\u5c0f\u4e8e1MB\uff0c\u5177\u4f53\u5927\u5c0f\u53d6\u51b3\u4e8e\u4efb\u52a1\u590d\u6742\u5ea6\u548c\u6570\u636e\u91cf\uff0c\u8fdc\u5c0f\u4e8e\u4f20\u7edf\u5927\u578b\u6a21\u578b\u3002<\/li>\n<li><strong>\u652f\u6301\u54ea\u4e9b\u7f16\u7a0b\u8bed\u8a00\uff1f<\/strong><br \/>\nONNX\u6a21\u578b\u652f\u6301Python\u3001Rust\u3001Swift\u3001Node.js\u3001Dart\u3001C++\u7b49\uff0c\u53c2\u8003ONNX\u8fd0\u884c\u65f6\u6587\u6863\u3002<\/li>\n<li><strong>\u5982\u4f55\u5904\u7406\u8bad\u7ec3\u5931\u8d25\uff1f<\/strong><br \/>\n\u68c0\u67e5API\u5bc6\u94a5\u3001\u7f51\u7edc\u8fde\u63a5\u6216Docker\u6743\u9650\u3002\u65e5\u5fd7\u6587\u4ef6\u8bb0\u5f55\u8be6\u7ec6\u9519\u8bef\uff0c\u53ef\u5728GitHub\u6216Discord\u5bfb\u6c42\u793e\u533a\u5e2e\u52a9\u3002<\/li>\n<li><strong>\u662f\u5426\u9700\u8981\u51c6\u5907\u771f\u5b9e\u6570\u636e\uff1f<\/strong><br \/>\n\u4e0d\u9700\u8981\u3002WhiteLightning \u4f7f\u7528\u5927\u578b\u8bed\u8a00\u6a21\u578b\u751f\u6210\u5408\u6210\u6570\u636e\uff0c\u652f\u6301\u96f6\u6570\u636e\u573a\u666f\u5efa\u6a21\u3002<\/li>\n<\/ol>\n","protected":false},"excerpt":{"rendered":"<p>WhiteLightning 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