494 lines
26 KiB
HTML
494 lines
26 KiB
HTML
<!DOCTYPE html>
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<html lang="zh-CN">
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<head>
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<meta charset="UTF-8">
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<meta name="viewport" content="width=device-width, initial-scale=1.0">
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<title>创建训练任务 / 远光软件微调平台</title>
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<script src="../lib/tailwindcss/tailwind.js"></script>
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<link href="../lib/font-awesome/css/font-awesome.min.css" rel="stylesheet">
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<style>
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.sidebar-section-title {
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padding: 0.5rem 1rem;
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font-size: 0.75rem;
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color: rgba(191, 203, 217, 0.7);
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font-weight: 500;
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text-transform: uppercase;
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letter-spacing: 0.05em;
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}
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.nav-link:hover {
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background-color: rgba(0, 21, 41, 0.2);
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}
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.form-input {
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width: 100%;
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padding: 0.5rem 0.75rem;
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border: 1px solid #d1d5db;
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border-radius: 0.5rem;
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font-size: 0.875rem;
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transition: border-color 0.2s, outline 0.2s;
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}
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.form-input:focus {
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border-color: #1890ff;
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outline: none;
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}
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.form-select {
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width: 100%;
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padding: 0.5rem 0.75rem;
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border: 1px solid #d1d5db;
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border-radius: 0.5rem;
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font-size: 0.875rem;
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transition: border-color 0.2s, outline 0.2s;
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appearance: none;
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background-color: white;
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background-image: url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' fill='none' viewBox='0 0 20 20'%3e%3cpath stroke='%236b7280' stroke-linecap='round' stroke-linejoin='round' stroke-width='1.5' d='M6 8l4 4 4-4'/%3e%3c/svg%3e");
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background-position: right 0.5rem center;
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background-repeat: no-repeat;
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background-size: 1.5em 1.5em;
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padding-right: 2.5rem;
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}
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.form-select:focus {
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border-color: #1890ff;
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outline: none;
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}
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.card-radio {
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border: 1px solid #e5e7eb;
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border-radius: 0.5rem;
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padding: 1rem;
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cursor: pointer;
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transition: all 0.2s;
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}
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.card-radio.active {
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border-color: #1890ff;
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background-color: rgba(24, 144, 255, 0.05);
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}
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.card-radio:hover {
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border-color: #d1d5db;
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}
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.bg-primary { background-color: #1890ff; }
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.text-primary { color: #1890ff; }
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.border-primary { border-color: #1890ff; }
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:root { --primary: #1890ff; --danger: #f5222d; --success: #52c41a; }
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</style>
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</head>
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<body class="antialiased bg-gray-50 flex h-screen overflow-hidden">
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<!-- 侧边导航 -->
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<aside class="w-64 text-[#bfcbd9] flex-shrink-0 hidden md:block flex flex-col h-full" style="background-color: #001529;">
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<!-- 平台LOGO区域 -->
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<div class="p-4 border-b border-[#001529]/30 flex items-center">
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<img src="../assets/logo/logo.png" alt="Logo" class="w-6 h-6 object-contain mr-2">
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<span class="text-white font-medium">远光软件微调平台</span>
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</div>
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<!-- 导航主区域 -->
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<nav class="flex-1 overflow-y-auto py-2">
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<!-- 第一分区：模型服务 -->
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<div class="sidebar-section-title">模型服务</div>
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<a href="main.html" data-page="fine-tune" class="nav-link flex items-center px-4 py-2.5 hover:bg-[#001529]/20 transition-colors">
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<i class="fa fa-cogs w-5 text-center"></i>
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<span class="ml-2">模型调优</span>
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</a>
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<a href="main.html?page=my-models" data-page="my-models" class="nav-link flex items-center px-4 py-2.5 hover:bg-[#001529]/20 transition-colors">
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<i class="fa fa-database w-5 text-center"></i>
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<span class="ml-2">我的模型</span>
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</a>
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<a href="main.html?page=model-eval" data-page="model-eval" class="nav-link flex items-center px-4 py-2.5 hover:bg-[#001529]/20 transition-colors">
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<i class="fa fa-line-chart w-5 text-center"></i>
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<span class="ml-2">模型评测</span>
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</a>
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<a href="main.html?page=model-deploy" data-page="model-deploy" class="nav-link flex items-center px-4 py-2.5 hover:bg-[#001529]/20 transition-colors">
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<i class="fa fa-server w-5 text-center"></i>
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<span class="ml-2">模型部署</span>
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</a>
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<!-- 第二分区：资源管理 -->
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<div class="sidebar-section-title mt-6">资源管理</div>
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<a href="main.html?page=model-manage" data-page="model-manage" class="nav-link flex items-center px-4 py-2.5 hover:bg-[#001529]/20 transition-colors">
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<i class="fa fa-cube w-5 text-center"></i>
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<span class="ml-2">模型管理</span>
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</a>
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<a href="main.html?page=dataset-manage" data-page="dataset-manage" class="nav-link flex items-center px-4 py-2.5 hover:bg-[#001529]/20 transition-colors">
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<i class="fa fa-file-text w-5 text-center"></i>
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<span class="ml-2">数据集管理</span>
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</a>
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<a href="main.html?page=data-generate" data-page="data-generate" class="nav-link flex items-center px-4 py-2.5 hover:bg-[#001529]/20 transition-colors">
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<i class="fa fa-database w-5 text-center"></i>
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<span class="ml-2">其他工具</span>
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</a>
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<!-- 第三分区：系统设置 -->
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<div class="sidebar-section-title mt-6">系统设置</div>
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<a href="main.html?page=config" data-page="config" class="nav-link flex items-center px-4 py-2.5 hover:bg-[#001529]/20 transition-colors">
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<i class="fa fa-bar-chart w-5 text-center"></i>
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<span class="ml-2">平台性能</span>
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</a>
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</nav>
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<!-- 底部信息区域 -->
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<div class="p-4 border-t border-[#001529]/30 text-xs mt-auto">
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<div class="mb-2 text-[#bfcbd9]/80">默认业务空间</div>
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<div class="flex items-center justify-between">
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<span class="text-[#bfcbd9]">版本 v1.0.0</span>
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<i class="fa fa-question-circle-o text-[#bfcbd9]/70"></i>
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</div>
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</div>
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</aside>
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<!-- 主内容区 -->
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<div class="flex-1 flex flex-col overflow-hidden">
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<!-- 顶部导航 -->
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<header class="bg-white border-b border-gray-200 shadow-sm">
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<div class="flex items-center justify-between px-6 h-14">
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<div class="flex items-center space-x-4">
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<a href="main.html" class="text-gray-500 hover:text-gray-700 flex items-center">
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<i class="fa fa-arrow-left"></i>
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<span class="ml-1">上一步</span>
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</a>
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</div>
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<div class="flex items-center space-x-4">
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<div class="relative group">
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<img src="https://picsum.photos/id/1005/32/32" class="w-8 h-8 rounded-full cursor-pointer" alt="用户头像">
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<div class="absolute right-0 top-full mt-2 bg-white rounded shadow-lg py-1 hidden group-hover:block border border-gray-100 min-w-[140px]">
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<a href="login.html" class="block px-4 py-2 text-sm text-gray-700 hover:bg-gray-50 whitespace-nowrap">
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<i class="fa fa-sign-out mr-1"></i>退出登录
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</a>
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</div>
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</div>
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</div>
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</div>
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</header>
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<!-- 内容区域 -->
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<main class="flex-1 overflow-y-auto p-6 bg-gray-50">
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<!-- 页面标题 -->
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<div class="bg-white rounded-lg shadow-sm w-full p-4 border-b border-gray-100 mb-4">
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<div class="flex items-center text-sm">
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<span class="text-primary cursor-pointer hover:underline" onclick="window.location.href='main.html'">模型调优</span>
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<span class="mx-2 text-gray-300">/</span>
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<span class="text-gray-800 font-medium">创建训练任务</span>
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</div>
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</div>
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<!-- 表单内容 -->
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<div class="bg-white rounded-lg shadow-sm w-full">
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<div class="p-6">
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<form id="createForm">
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<!-- 基本信息 -->
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<div class="mb-6">
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<h3 class="text-sm font-semibold text-gray-700 mb-4 pb-2 border-b border-gray-100">基本信息</h3>
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<div class="mb-4">
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<label class="block text-sm text-gray-600 mb-3">任务名称</label>
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<div>
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<input type="text" name="name" class="w-full px-3 py-2 border border-gray-300 rounded-lg text-sm focus:border-primary focus:outline-none" placeholder="请输入任务名称" maxlength="50">
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<p class="text-xs text-gray-400 mt-1"><span id="nameCount">0</span> / 50</p>
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</div>
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</div>
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</div>
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<!-- 训练配置 -->
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<div class="mb-6">
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<h3 class="text-sm font-semibold text-gray-700 mb-4 pb-2 border-b border-gray-100">训练配置</h3>
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<!-- 训练方式 -->
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<div class="mb-6">
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<label class="block text-sm text-gray-600 mb-3">训练方式</label>
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<div class="grid grid-cols-3 gap-4">
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<div class="card-radio active" data-value="SFT">
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<div class="flex items-start">
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<input type="radio" name="train_type" value="SFT" checked class="mt-1 mr-2">
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<div>
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<div class="font-medium text-sm">SFT 微调训练</div>
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<div class="text-xs text-gray-400 mt-1">在监督指令下，增强模型指令跟随的能力，提升全参数微调训练方式</div>
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</div>
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</div>
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</div>
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<div class="card-radio" data-value="DPO">
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<div class="flex items-start">
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<input type="radio" name="train_type" value="DPO" class="mt-1 mr-2">
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<div>
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<div class="font-medium text-sm">DPO 偏好训练</div>
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<div class="text-xs text-gray-400 mt-1">引入人类反馈，降低幻觉，使得模型输出更符合人类偏好</div>
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</div>
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</div>
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</div>
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<div class="card-radio" data-value="CPT">
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<div class="flex items-start">
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<input type="radio" name="train_type" value="CPT" class="mt-1 mr-2">
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<div>
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<div class="font-medium text-sm">CPT 继续预训练</div>
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<div class="text-xs text-gray-400 mt-1">通过无标注数据进行无监督继续训练，强化或新增模型特定能力</div>
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</div>
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</div>
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</div>
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</div>
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</div>
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<!-- 选择模型 -->
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<div class="mb-6">
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<label class="block text-sm text-gray-600 mb-3">选择模型</label>
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<div class="flex items-center space-x-6 mb-3">
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<label class="flex items-center">
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<input type="radio" name="model_source" value="preset" checked class="mr-2">
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<span class="text-sm">预置模型</span>
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</label>
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<label class="flex items-center">
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<input type="radio" name="model_source" value="custom" class="mr-2">
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<span class="text-sm">自定义模型</span>
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</label>
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</div>
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<div>
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<select name="base_model" class="w-64 px-3 py-2 border border-gray-300 rounded-lg text-sm focus:border-primary focus:outline-none">
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<option value="">请选择</option>
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<option value="qwen-3-4b-instruct">通义千问3-4B-Instruct</option>
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<option value="qwen-7b-instruct">通义千问7B-Instruct</option>
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<option value="qwen-14b-instruct">通义千问14B-Instruct</option>
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<option value="llama2-7b">Llama2-7B</option>
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<option value="llama2-13b">Llama2-13B</option>
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</select>
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</div>
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</div>
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<!-- 训练方法 -->
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<div class="mb-6">
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<label class="block text-sm text-gray-600 mb-3">训练方法</label>
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<div class="flex items-center space-x-6">
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<label class="flex items-center">
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<input type="radio" name="train_method" value="lora" checked class="mr-2">
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<span class="text-sm">高效训练</span>
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</label>
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<label class="flex items-center">
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<input type="radio" name="train_method" value="full" class="mr-2">
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<span class="text-sm">全参训练</span>
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</label>
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</div>
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</div>
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</div>
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<!-- 数据配置 -->
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<div class="mb-6">
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<h3 class="text-sm font-semibold text-gray-700 mb-4 pb-2 border-b border-gray-100">数据配置</h3>
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<div class="mb-6">
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<label class="block text-sm text-gray-600 mb-3">训练集</label>
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<div id="trainDatasetList" class="space-y-2">
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<!-- 数据集单选选项将通过JS动态加载 -->
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</div>
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</div>
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<!-- 验证集 -->
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<div class="mb-6">
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<label class="block text-sm text-gray-600 mb-3">验证集 <span class="text-red-500">*</span></label>
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<div class="flex items-center space-x-6 mb-3">
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<label class="flex items-center">
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<input type="radio" name="valid_split" value="auto" checked class="mr-2" onchange="toggleValidSplit()">
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<span class="text-sm">自动切分</span>
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</label>
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<label class="flex items-center">
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<input type="radio" name="valid_split" value="custom" class="mr-2" onchange="toggleValidSplit()">
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<span class="text-sm">选择数据集</span>
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</label>
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</div>
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<div id="autoSplitSection" class="flex items-center">
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<span class="text-sm text-gray-600 mr-2">从当前训练集随机分割</span>
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<input type="number" name="valid_ratio" value="10" class="w-16 px-2 py-1 border border-gray-300 rounded text-sm text-center focus:border-primary focus:outline-none">
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<span class="text-sm text-gray-600 ml-2">% 作为验证集</span>
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</div>
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<div id="customSplitSection" class="hidden">
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<div id="validDatasetList" class="space-y-2">
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<!-- 验证集单选选项将通过JS动态加载 -->
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</div>
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</div>
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</div>
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</div>
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<!-- 训练产出 -->
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<div class="mb-6">
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<h3 class="text-sm font-semibold text-gray-700 mb-4 pb-2 border-b border-gray-100">训练产出</h3>
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<!-- 模型名称 -->
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<div class="mb-4">
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<label class="block text-sm text-gray-600 mb-3">模型名称</label>
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<div>
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<input type="text" name="output_model_name" class="w-64 px-3 py-2 border border-gray-300 rounded-lg text-sm focus:border-primary focus:outline-none" placeholder="请输入模型名称" maxlength="50">
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<p class="text-xs text-gray-400 mt-1"><span id="modelNameCount">0</span> / 50</p>
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</div>
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</div>
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<!-- 模型加密 -->
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<div class="mb-4">
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<div class="flex items-center">
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<span class="text-sm text-gray-600 mr-2">模型加密</span>
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<span class="px-2 py-0.5 bg-green-100 text-green-700 text-xs rounded">安全升级</span>
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</div>
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<p class="text-xs text-gray-400 mt-1">为保障您的数据安全，平台会为导出的模型文件开启 OSS 服务端加密</p>
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</div>
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</div>
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<!-- 底部按钮 -->
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<div class="flex items-center justify-between pt-6 border-t border-gray-100">
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<div class="flex items-center space-x-3">
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<button type="button" onclick="submitForm()" class="px-4 py-2 bg-primary text-white rounded-lg text-sm hover:bg-primary/90">
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开始训练
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</button>
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<a href="main.html" class="px-4 py-2 bg-gray-200 text-gray-700 rounded-lg text-sm hover:bg-gray-300">
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取消
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</a>
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</div>
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<div class="flex items-center text-sm">
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<a href="#" class="text-primary hover:underline">训练费用 (预估)</a>
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<span class="mx-2 text-gray-300">|</span>
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<a href="#" class="text-primary hover:underline">计算详情</a>
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</div>
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</div>
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</form>
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</div>
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</div>
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</main>
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</div>
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<script>
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// API 基础地址
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const getApiBase = () => {
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const protocol = window.location.protocol;
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const hostname = window.location.hostname;
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return `${protocol}//${hostname}:8080/api`;
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};
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const API_BASE = getApiBase();
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// 页面加载完成后初始化
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document.addEventListener('DOMContentLoaded', function() {
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// 卡片式单选框
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document.querySelectorAll('.card-radio').forEach(card => {
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card.addEventListener('click', () => {
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const parent = card.parentElement;
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parent.querySelectorAll('.card-radio').forEach(c => c.classList.remove('active'));
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card.classList.add('active');
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card.querySelector('input').checked = true;
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});
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});
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// 任务名称字数统计
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const nameInput = document.querySelector('input[name="name"]');
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nameInput.addEventListener('input', () => {
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document.getElementById('nameCount').textContent = nameInput.value.length;
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});
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// 模型名称字数统计
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const modelNameInput = document.querySelector('input[name="output_model_name"]');
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modelNameInput.addEventListener('input', () => {
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document.getElementById('modelNameCount').textContent = modelNameInput.value.length;
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});
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// 加载数据集列表
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loadDatasets();
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// 绑定导航点击事件
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document.querySelectorAll('.nav-link').forEach(link => {
|
|
link.addEventListener('click', function(e) {
|
|
if (!this.href.includes('fine-tune-create')) {
|
|
e.preventDefault();
|
|
window.location.href = this.href;
|
|
}
|
|
});
|
|
});
|
|
});
|
|
|
|
// 切换验证集切分方式
|
|
function toggleValidSplit() {
|
|
const validSplit = document.querySelector('input[name="valid_split"]:checked').value;
|
|
const autoSection = document.getElementById('autoSplitSection');
|
|
const customSection = document.getElementById('customSplitSection');
|
|
if (validSplit === 'auto') {
|
|
autoSection.classList.remove('hidden');
|
|
customSection.classList.add('hidden');
|
|
} else {
|
|
autoSection.classList.add('hidden');
|
|
customSection.classList.remove('hidden');
|
|
}
|
|
}
|
|
|
|
// 渲染数据集单选列表
|
|
function renderDatasetRadio(datasets, containerId, name, selectedId) {
|
|
const container = document.getElementById(containerId);
|
|
if (!datasets || datasets.length === 0) {
|
|
container.innerHTML = '<span class="text-sm text-gray-400">暂无可用数据集</span>';
|
|
return;
|
|
}
|
|
container.innerHTML = datasets.map(d => `
|
|
<label class="flex items-center space-x-2 cursor-pointer">
|
|
<input type="radio" name="${name}" value="${d.id}" ${d.id === selectedId ? 'checked' : ''} class="text-primary focus:ring-primary">
|
|
<span class="text-sm text-gray-700">${d.name}</span>
|
|
</label>
|
|
`).join('');
|
|
}
|
|
|
|
// 加载数据集列表
|
|
async function loadDatasets() {
|
|
try {
|
|
const response = await fetch(`${API_BASE}/dataset-manage`);
|
|
const result = await response.json();
|
|
if (result.code === 0) {
|
|
renderDatasetRadio(result.data, 'trainDatasetList', 'train_dataset_id', null);
|
|
renderDatasetRadio(result.data, 'validDatasetList', 'valid_dataset_id', null);
|
|
}
|
|
} catch (e) {
|
|
console.error('加载数据集失败:', e);
|
|
}
|
|
}
|
|
|
|
// 提交表单
|
|
async function submitForm() {
|
|
const form = document.getElementById('createForm');
|
|
const formData = new FormData(form);
|
|
const validSplit = formData.get('valid_split');
|
|
|
|
const data = {
|
|
name: formData.get('name'),
|
|
base_model: formData.get('base_model'),
|
|
train_type: formData.get('train_type'),
|
|
train_method: formData.get('train_method'),
|
|
train_dataset_id: formData.get('train_dataset_id'),
|
|
valid_split: validSplit,
|
|
valid_ratio: parseInt(formData.get('valid_ratio')) || 10,
|
|
valid_dataset_id: validSplit === 'custom' ? formData.get('valid_dataset_id') : null,
|
|
output_model_name: formData.get('output_model_name'),
|
|
status: 'pending',
|
|
progress: 0
|
|
};
|
|
|
|
if (!data.name) {
|
|
alert('请输入任务名称');
|
|
return;
|
|
}
|
|
if (!data.base_model) {
|
|
alert('请选择基础模型');
|
|
return;
|
|
}
|
|
if (!data.train_dataset_id) {
|
|
alert('请选择训练集');
|
|
return;
|
|
}
|
|
if (validSplit === 'custom' && !data.valid_dataset_id) {
|
|
alert('请选择验证集');
|
|
return;
|
|
}
|
|
|
|
try {
|
|
const response = await fetch(`${API_BASE}/fine-tune`, {
|
|
method: 'POST',
|
|
headers: { 'Content-Type': 'application/json' },
|
|
body: JSON.stringify(data)
|
|
});
|
|
const result = await response.json();
|
|
if (result.code === 0) {
|
|
alert('创建成功！');
|
|
window.location.href = 'main.html';
|
|
} else {
|
|
alert(result.message || '创建失败');
|
|
}
|
|
} catch (error) {
|
|
alert('创建失败: ' + error.message);
|
|
}
|
|
}
|
|
</script>
|
|
</body>
|
|
</html>
|