2026-01-18 19:51:22 +08:00
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<!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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2026-01-19 10:51:07 +08:00
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<title>创建训练任务 / 远光软件微调平台</title>
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2026-01-19 13:54:34 +08:00
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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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2026-01-18 19:51:22 +08:00
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}
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2026-01-19 13:54:34 +08:00
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.nav-link:hover {
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background-color: rgba(0, 21, 41, 0.2);
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2026-01-18 19:51:22 +08:00
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}
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2026-01-21 15:33:43 +08:00
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/* 侧边栏滑块动画 */
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.sidebar-slider {
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position: absolute;
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width: 4px;
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height: 0;
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background-color: #1890ff;
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border-radius: 0 2px 2px 0;
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transition: top 0.3s cubic-bezier(0.4, 0, 0.2, 1),
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height 0.3s cubic-bezier(0.4, 0, 0.2, 1);
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pointer-events: none;
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z-index: 10;
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}
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.nav-item-wrapper {
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position: relative;
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}
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.nav-link {
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position: relative;
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z-index: 1;
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}
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2026-01-19 13:54:34 +08:00
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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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2026-01-18 19:51:22 +08:00
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</style>
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</head>
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2026-01-19 10:51:07 +08:00
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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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2026-01-19 13:54:34 +08:00
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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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2026-01-19 10:51:07 +08:00
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<!-- 平台LOGO区域 -->
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2026-01-21 15:33:43 +08:00
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<div class="pt-5 pb-3 border-b border-[#001529]/30 flex items-center justify-center pl-2">
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<img src="../assets/logo/logo.png" alt="Logo" class="w-8 h-8 object-contain mr-2">
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<span class="text-white font-medium text-base">远光软件微调平台</span>
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2026-01-18 19:51:22 +08:00
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</div>
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2026-01-19 10:51:07 +08:00
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<!-- 导航主区域 -->
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2026-01-21 15:33:43 +08:00
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<nav class="flex-1 overflow-y-auto py-2 relative">
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<!-- 滑块指示器 -->
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<div class="sidebar-slider" id="sidebar-slider"></div>
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2026-01-19 10:51:07 +08:00
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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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2026-01-21 15:33:43 +08:00
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<div class="nav-item-wrapper">
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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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</div>
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<div class="nav-item-wrapper">
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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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</div>
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<div class="nav-item-wrapper">
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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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</div>
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<div class="nav-item-wrapper">
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<a href="main.html?page=model-compare" data-page="model-compare" 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">模型对比</span>
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</a>
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</div>
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2026-01-19 10:51:07 +08:00
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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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2026-01-21 15:33:43 +08:00
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<div class="nav-item-wrapper">
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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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</div>
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<div class="nav-item-wrapper">
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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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</div>
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<div class="nav-item-wrapper">
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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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</div>
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2026-01-19 10:51:07 +08:00
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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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2026-01-21 15:33:43 +08:00
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<div class="nav-item-wrapper">
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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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</div>
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2026-01-26 14:33:49 +08:00
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<div class="nav-item-wrapper">
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<a href="main.html?page=logs" data-page="logs" 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">查看日志</span>
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</a>
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</div>
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2026-01-19 10:51:07 +08:00
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</nav>
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<!-- 底部信息区域 -->
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2026-01-19 13:54:34 +08:00
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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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2026-01-19 10:51:07 +08:00
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<div class="flex items-center justify-between">
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2026-01-19 13:54:34 +08:00
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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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2026-01-18 21:15:15 +08:00
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</div>
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</div>
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2026-01-19 10:51:07 +08:00
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</aside>
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2026-01-18 19:51:22 +08:00
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2026-01-19 10:51:07 +08:00
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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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2026-01-19 13:54:34 +08:00
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<header class="bg-white border-b border-gray-200 shadow-sm">
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2026-01-19 10:51:07 +08:00
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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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2026-01-18 19:51:22 +08:00
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</div>
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</div>
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</div>
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2026-01-19 10:51:07 +08:00
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</header>
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2026-01-18 19:51:22 +08:00
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2026-01-19 10:51:07 +08:00
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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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2026-01-19 13:54:34 +08:00
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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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2026-01-19 10:51:07 +08:00
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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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2026-01-18 19:51:22 +08:00
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2026-01-19 10:51:07 +08:00
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<!-- 表单内容 -->
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2026-01-19 13:54:34 +08:00
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<div class="bg-white rounded-lg shadow-sm w-full">
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2026-01-19 10:51:07 +08:00
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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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2026-01-19 13:54:34 +08:00
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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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2026-01-19 10:51:07 +08:00
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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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2026-01-19 10:51:07 +08:00
|
|
|
|
|
|
|
|
|
|
<!-- 训练配置 -->
|
|
|
|
|
|
<div class="mb-6">
|
|
|
|
|
|
<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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|
|
|
2026-01-23 11:07:09 +08:00
|
|
|
|
<!-- GPU硬件选择 -->
|
|
|
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|
|
<div class="mb-6">
|
|
|
|
|
|
<label class="block text-sm text-gray-600 mb-3">
|
|
|
|
|
|
<span class="text-red-500 mr-1">*</span>GPU硬件选择
|
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|
|
</label>
|
|
|
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|
|
<div id="gpuSelectionArea" class="grid grid-cols-2 md:grid-cols-3 lg:grid-cols-4 gap-4">
|
|
|
|
|
|
<!-- GPU列表将通过JS动态加载 -->
|
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|
|
<div class="text-sm text-gray-400 col-span-full">正在加载GPU设备...</div>
|
|
|
|
|
|
</div>
|
|
|
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|
|
<p class="text-xs text-gray-400 mt-2">支持选择多个GPU进行训练（多卡训练）</p>
|
|
|
|
|
|
</div>
|
|
|
|
|
|
|
2026-01-19 10:51:07 +08:00
|
|
|
|
<!-- 训练方式 -->
|
|
|
|
|
|
<div class="mb-6">
|
|
|
|
|
|
<label class="block text-sm text-gray-600 mb-3">训练方式</label>
|
|
|
|
|
|
<div class="grid grid-cols-3 gap-4">
|
|
|
|
|
|
<div class="card-radio active" data-value="SFT">
|
|
|
|
|
|
<div class="flex items-start">
|
|
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|
|
|
<input type="radio" name="train_type" value="SFT" checked class="mt-1 mr-2">
|
|
|
|
|
|
<div>
|
|
|
|
|
|
<div class="font-medium text-sm">SFT 微调训练</div>
|
|
|
|
|
|
<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>
|
|
|
|
|
|
<div class="card-radio" data-value="DPO">
|
|
|
|
|
|
<div class="flex items-start">
|
|
|
|
|
|
<input type="radio" name="train_type" value="DPO" class="mt-1 mr-2">
|
|
|
|
|
|
<div>
|
|
|
|
|
|
<div class="font-medium text-sm">DPO 偏好训练</div>
|
|
|
|
|
|
<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>
|
|
|
|
|
|
</div>
|
|
|
|
|
|
</div>
|
|
|
|
|
|
</div>
|
|
|
|
|
|
<div class="card-radio" data-value="CPT">
|
|
|
|
|
|
<div class="flex items-start">
|
|
|
|
|
|
<input type="radio" name="train_type" value="CPT" class="mt-1 mr-2">
|
|
|
|
|
|
<div>
|
|
|
|
|
|
<div class="font-medium text-sm">CPT 继续预训练</div>
|
|
|
|
|
|
<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>
|
|
|
|
|
|
</div>
|
|
|
|
|
|
</div>
|
|
|
|
|
|
</div>
|
2026-01-18 19:51:22 +08:00
|
|
|
|
</div>
|
|
|
|
|
|
</div>
|
2026-01-19 10:51:07 +08:00
|
|
|
|
|
|
|
|
|
|
<!-- 选择模型 -->
|
|
|
|
|
|
<div class="mb-6">
|
|
|
|
|
|
<label class="block text-sm text-gray-600 mb-3">选择模型</label>
|
2026-01-19 14:31:27 +08:00
|
|
|
|
<div class="flex items-center">
|
|
|
|
|
|
<select name="base_model" id="baseModelSelect" class="form-select flex-1 max-w-md">
|
|
|
|
|
|
<option value="">请选择模型</option>
|
2026-01-19 10:51:07 +08:00
|
|
|
|
</select>
|
2026-01-19 14:31:27 +08:00
|
|
|
|
<button type="button" class="ml-2 text-primary text-sm flex items-center hover:text-primary/80" onclick="loadModels()">
|
|
|
|
|
|
<i class="fa fa-refresh"></i>
|
|
|
|
|
|
</button>
|
|
|
|
|
|
<button type="button" class="ml-3 bg-white border border-primary text-primary rounded px-3 py-1.5 text-sm hover:bg-primary/5" onclick="window.location.href='model-manage-create.html?from=fine-tune'">
|
|
|
|
|
|
+ 新增模型
|
|
|
|
|
|
</button>
|
2026-01-18 19:51:22 +08:00
|
|
|
|
</div>
|
|
|
|
|
|
</div>
|
|
|
|
|
|
|
2026-01-19 10:51:07 +08:00
|
|
|
|
<!-- 训练方法 -->
|
|
|
|
|
|
<div class="mb-6">
|
|
|
|
|
|
<label class="block text-sm text-gray-600 mb-3">训练方法</label>
|
|
|
|
|
|
<div class="flex items-center space-x-6">
|
2026-01-19 14:31:27 +08:00
|
|
|
|
<label class="flex items-center cursor-pointer">
|
|
|
|
|
|
<input type="radio" name="train_method" value="lora" class="mr-2" onchange="toggleTrainMethod()" checked>
|
2026-01-19 10:51:07 +08:00
|
|
|
|
<span class="text-sm">高效训练</span>
|
|
|
|
|
|
</label>
|
2026-01-19 14:31:27 +08:00
|
|
|
|
<label class="flex items-center cursor-pointer">
|
|
|
|
|
|
<input type="radio" name="train_method" value="full" class="mr-2" onchange="toggleTrainMethod()">
|
2026-01-19 10:51:07 +08:00
|
|
|
|
<span class="text-sm">全参训练</span>
|
|
|
|
|
|
</label>
|
|
|
|
|
|
</div>
|
|
|
|
|
|
</div>
|
2026-01-19 14:31:27 +08:00
|
|
|
|
|
|
|
|
|
|
<!-- 训练方法参数配置 -->
|
|
|
|
|
|
<div id="trainMethodParams" class="mb-6">
|
|
|
|
|
|
<div class="bg-white rounded-lg border border-gray-200 shadow-sm overflow-hidden">
|
|
|
|
|
|
<div class="flex items-center justify-between px-4 py-3 bg-gray-50 border-b border-gray-200">
|
|
|
|
|
|
<div class="flex items-center">
|
|
|
|
|
|
<i class="fa fa-sliders text-primary mr-2"></i>
|
|
|
|
|
|
<label class="block text-sm font-medium text-gray-700">训练参数配置</label>
|
|
|
|
|
|
</div>
|
|
|
|
|
|
<div class="flex items-center space-x-3">
|
|
|
|
|
|
<button type="button" onclick="resetParams()" class="text-gray-500 hover:text-primary text-sm flex items-center transition-colors" title="恢复默认配置">
|
|
|
|
|
|
<i class="fa fa-rotate-left mr-1"></i>
|
|
|
|
|
|
<span>重置</span>
|
|
|
|
|
|
</button>
|
|
|
|
|
|
<button type="button" onclick="toggleParamsCollapse()" class="text-gray-500 hover:text-primary text-sm flex items-center transition-colors">
|
|
|
|
|
|
<span id="paramsToggleText">收起</span>
|
|
|
|
|
|
<i id="paramsToggleIcon" class="fa fa-chevron-up ml-1 text-xs transition-transform"></i>
|
|
|
|
|
|
</button>
|
|
|
|
|
|
</div>
|
|
|
|
|
|
</div>
|
|
|
|
|
|
<div id="paramsContent" class="overflow-x-auto">
|
|
|
|
|
|
<table class="w-full text-sm divide-y divide-gray-100">
|
|
|
|
|
|
<thead class="bg-gradient-to-r from-blue-50 to-indigo-50">
|
|
|
|
|
|
<tr>
|
|
|
|
|
|
<th class="text-left py-3 px-4 font-medium text-gray-600">参数名称</th>
|
|
|
|
|
|
<th class="text-left py-3 px-4 font-medium text-gray-600">参数值</th>
|
|
|
|
|
|
<th class="text-left py-3 px-4 font-medium text-gray-600">取值范围</th>
|
|
|
|
|
|
<th class="text-left py-3 px-4 font-medium text-gray-600">参数说明</th>
|
|
|
|
|
|
</tr>
|
|
|
|
|
|
</thead>
|
|
|
|
|
|
<tbody id="commonParamsBody" class="divide-y divide-gray-100">
|
|
|
|
|
|
<!-- 公共参数 -->
|
|
|
|
|
|
<tr class="hover:bg-blue-50/30 transition-colors">
|
|
|
|
|
|
<td class="py-3 px-4">
|
|
|
|
|
|
<span class="text-gray-700 font-mono text-sm">batch_size</span>
|
|
|
|
|
|
<span class="text-red-500 ml-1">*</span>
|
|
|
|
|
|
</td>
|
|
|
|
|
|
<td class="py-3 px-4">
|
|
|
|
|
|
<input type="number" name="batch_size" value="1" min="1" max="64" class="w-20 px-3 py-1.5 border border-gray-300 rounded-lg text-sm text-center focus:border-primary focus:outline-none focus:ring-2 focus:ring-primary/20 transition-all">
|
|
|
|
|
|
</td>
|
|
|
|
|
|
<td class="py-3 px-4 text-xs text-gray-500">
|
|
|
|
|
|
<span class="inline-flex items-center px-2 py-0.5 rounded bg-gray-100 text-gray-600 font-mono">[1, 64]</span>
|
|
|
|
|
|
</td>
|
|
|
|
|
|
<td class="py-3 px-4 text-xs text-gray-500 leading-relaxed">单步训练样本数量，数值越大训练速度越快，但显存占用越高</td>
|
|
|
|
|
|
</tr>
|
|
|
|
|
|
<tr class="hover:bg-blue-50/30 transition-colors">
|
|
|
|
|
|
<td class="py-3 px-4">
|
|
|
|
|
|
<span class="text-gray-700 font-mono text-sm">learning_rate</span>
|
|
|
|
|
|
<span class="text-red-500 ml-1">*</span>
|
|
|
|
|
|
</td>
|
|
|
|
|
|
<td class="py-3 px-4">
|
|
|
|
|
|
<input type="number" name="learning_rate" value="0.0001" step="0.00001" min="0.000001" max="1" class="w-24 px-3 py-1.5 border border-gray-300 rounded-lg text-sm text-center focus:border-primary focus:outline-none focus:ring-2 focus:ring-primary/20 transition-all">
|
|
|
|
|
|
</td>
|
|
|
|
|
|
<td class="py-3 px-4 text-xs text-gray-500">
|
|
|
|
|
|
<span class="inline-flex items-center px-2 py-0.5 rounded bg-gray-100 text-gray-600 font-mono">[0.000001, 1]</span>
|
|
|
|
|
|
</td>
|
|
|
|
|
|
<td class="py-3 px-4 text-xs text-gray-500 leading-relaxed">模型参数更新步长，过大可能导致训练不稳定，过小收敛速度慢</td>
|
|
|
|
|
|
</tr>
|
|
|
|
|
|
<tr class="hover:bg-blue-50/30 transition-colors">
|
|
|
|
|
|
<td class="py-3 px-4">
|
|
|
|
|
|
<span class="text-gray-700 font-mono text-sm">n_epochs</span>
|
|
|
|
|
|
<span class="text-red-500 ml-1">*</span>
|
|
|
|
|
|
</td>
|
|
|
|
|
|
<td class="py-3 px-4">
|
|
|
|
|
|
<input type="number" name="n_epochs" value="1" min="1" max="100" class="w-20 px-3 py-1.5 border border-gray-300 rounded-lg text-sm text-center focus:border-primary focus:outline-none focus:ring-2 focus:ring-primary/20 transition-all">
|
|
|
|
|
|
</td>
|
|
|
|
|
|
<td class="py-3 px-4 text-xs text-gray-500">
|
|
|
|
|
|
<span class="inline-flex items-center px-2 py-0.5 rounded bg-gray-100 text-gray-600 font-mono">[1, 100]</span>
|
|
|
|
|
|
</td>
|
|
|
|
|
|
<td class="py-3 px-4 text-xs text-gray-500 leading-relaxed">完整遍历训练数据集的次数，建议设置在1-10之间</td>
|
|
|
|
|
|
</tr>
|
|
|
|
|
|
<tr class="hover:bg-blue-50/30 transition-colors">
|
|
|
|
|
|
<td class="py-3 px-4">
|
|
|
|
|
|
<span class="text-gray-700 font-mono text-sm">eval_steps</span>
|
|
|
|
|
|
<span class="text-red-500 ml-1">*</span>
|
|
|
|
|
|
</td>
|
|
|
|
|
|
<td class="py-3 px-4">
|
|
|
|
|
|
<input type="number" name="eval_steps" value="100" min="10" max="10000" class="w-24 px-3 py-1.5 border border-gray-300 rounded-lg text-sm text-center focus:border-primary focus:outline-none focus:ring-2 focus:ring-primary/20 transition-all">
|
|
|
|
|
|
</td>
|
|
|
|
|
|
<td class="py-3 px-4 text-xs text-gray-500">
|
|
|
|
|
|
<span class="inline-flex items-center px-2 py-0.5 rounded bg-gray-100 text-gray-600 font-mono">[10, 10000]</span>
|
|
|
|
|
|
</td>
|
|
|
|
|
|
<td class="py-3 px-4 text-xs text-gray-500 leading-relaxed">每训练多少步进行一次模型评估，建议设置为100的倍数</td>
|
|
|
|
|
|
</tr>
|
|
|
|
|
|
<tr class="hover:bg-blue-50/30 transition-colors">
|
|
|
|
|
|
<td class="py-3 px-4">
|
|
|
|
|
|
<span class="text-gray-700 font-mono text-sm">lr_scheduler_type</span>
|
|
|
|
|
|
</td>
|
|
|
|
|
|
<td class="py-3 px-4">
|
|
|
|
|
|
<select name="lr_scheduler_type" class="w-28 px-3 py-1.5 border border-gray-300 rounded-lg text-sm focus:border-primary focus:outline-none focus:ring-2 focus:ring-primary/20 transition-all bg-white">
|
|
|
|
|
|
<option value="cosine">cosine</option>
|
|
|
|
|
|
<option value="linear">linear</option>
|
|
|
|
|
|
<option value="constant">constant</option>
|
|
|
|
|
|
</select>
|
|
|
|
|
|
</td>
|
|
|
|
|
|
<td class="py-3 px-4 text-xs text-gray-500">
|
|
|
|
|
|
<span class="inline-flex items-center px-2 py-0.5 rounded bg-gray-100 text-gray-600 font-mono">3种可选</span>
|
|
|
|
|
|
</td>
|
|
|
|
|
|
<td class="py-3 px-4 text-xs text-gray-500 leading-relaxed">学习率变化策略，cosine为余弦退火，linear为线性下降，constant为保持不变</td>
|
|
|
|
|
|
</tr>
|
|
|
|
|
|
<tr class="hover:bg-blue-50/30 transition-colors">
|
|
|
|
|
|
<td class="py-3 px-4">
|
|
|
|
|
|
<span class="text-gray-700 font-mono text-sm">max_length</span>
|
|
|
|
|
|
<span class="text-red-500 ml-1">*</span>
|
|
|
|
|
|
</td>
|
|
|
|
|
|
<td class="py-3 px-4">
|
|
|
|
|
|
<input type="number" name="max_length" value="512" min="64" max="4096" class="w-24 px-3 py-1.5 border border-gray-300 rounded-lg text-sm text-center focus:border-primary focus:outline-none focus:ring-2 focus:ring-primary/20 transition-all">
|
|
|
|
|
|
</td>
|
|
|
|
|
|
<td class="py-3 px-4 text-xs text-gray-500">
|
|
|
|
|
|
<span class="inline-flex items-center px-2 py-0.5 rounded bg-gray-100 text-gray-600 font-mono">[64, 4096]</span>
|
|
|
|
|
|
</td>
|
|
|
|
|
|
<td class="py-3 px-4 text-xs text-gray-500 leading-relaxed">单条训练数据的最大token数，超出部分将被截断</td>
|
|
|
|
|
|
</tr>
|
|
|
|
|
|
<tr class="hover:bg-blue-50/30 transition-colors">
|
|
|
|
|
|
<td class="py-3 px-4">
|
|
|
|
|
|
<span class="text-gray-700 font-mono text-sm">warmup_ratio</span>
|
|
|
|
|
|
</td>
|
|
|
|
|
|
<td class="py-3 px-4">
|
|
|
|
|
|
<input type="number" name="warmup_ratio" value="0.05" step="0.01" min="0" max="1" class="w-20 px-3 py-1.5 border border-gray-300 rounded-lg text-sm text-center focus:border-primary focus:outline-none focus:ring-2 focus:ring-primary/20 transition-all">
|
|
|
|
|
|
</td>
|
|
|
|
|
|
<td class="py-3 px-4 text-xs text-gray-500">
|
|
|
|
|
|
<span class="inline-flex items-center px-2 py-0.5 rounded bg-gray-100 text-gray-600 font-mono">[0, 1]</span>
|
|
|
|
|
|
</td>
|
|
|
|
|
|
<td class="py-3 px-4 text-xs text-gray-500 leading-relaxed">学习率预热步数占总步数的比例，设置为0则不预热</td>
|
|
|
|
|
|
</tr>
|
|
|
|
|
|
<tr class="hover:bg-blue-50/30 transition-colors">
|
|
|
|
|
|
<td class="py-3 px-4">
|
|
|
|
|
|
<span class="text-gray-700 font-mono text-sm">weight_decay</span>
|
|
|
|
|
|
</td>
|
|
|
|
|
|
<td class="py-3 px-4">
|
|
|
|
|
|
<input type="number" name="weight_decay" value="0.01" step="0.001" min="0" max="1" class="w-20 px-3 py-1.5 border border-gray-300 rounded-lg text-sm text-center focus:border-primary focus:outline-none focus:ring-2 focus:ring-primary/20 transition-all">
|
|
|
|
|
|
</td>
|
|
|
|
|
|
<td class="py-3 px-4 text-xs text-gray-500">
|
|
|
|
|
|
<span class="inline-flex items-center px-2 py-0.5 rounded bg-gray-100 text-gray-600 font-mono">[0, 1]</span>
|
|
|
|
|
|
</td>
|
|
|
|
|
|
<td class="py-3 px-4 text-xs text-gray-500 leading-relaxed">防止过拟合的正则化技术，值越大对模型参数约束越强</td>
|
|
|
|
|
|
</tr>
|
|
|
|
|
|
</tbody>
|
|
|
|
|
|
<tbody id="loraParamsBody" class="hidden divide-y divide-gray-100">
|
|
|
|
|
|
<!-- LoRA参数 -->
|
|
|
|
|
|
<tr class="bg-blue-50/50 hover:bg-blue-50/70 transition-colors">
|
|
|
|
|
|
<td class="py-3 px-4">
|
|
|
|
|
|
<span class="text-gray-700 font-mono text-sm">lora_alpha</span>
|
|
|
|
|
|
<span class="text-red-500 ml-1">*</span>
|
|
|
|
|
|
</td>
|
|
|
|
|
|
<td class="py-3 px-4">
|
|
|
|
|
|
<select name="lora_alpha" class="w-20 px-3 py-1.5 border border-gray-300 rounded-lg text-sm focus:border-primary focus:outline-none focus:ring-2 focus:ring-primary/20 transition-all bg-white">
|
|
|
|
|
|
<option value="16" selected>16</option>
|
|
|
|
|
|
<option value="32">32</option>
|
|
|
|
|
|
<option value="64">64</option>
|
|
|
|
|
|
<option value="128">128</option>
|
|
|
|
|
|
</select>
|
|
|
|
|
|
</td>
|
|
|
|
|
|
<td class="py-3 px-4 text-xs text-gray-500">
|
|
|
|
|
|
<span class="inline-flex items-center px-2 py-0.5 rounded bg-gray-100 text-gray-600 font-mono">4种可选</span>
|
|
|
|
|
|
</td>
|
|
|
|
|
|
<td class="py-3 px-4 text-xs text-gray-500 leading-relaxed">LoRA缩放系数，用于控制低秩适配矩阵的权重，影响模型对微调数据的敏感度</td>
|
|
|
|
|
|
</tr>
|
|
|
|
|
|
<tr class="bg-blue-50/50 hover:bg-blue-50/70 transition-colors">
|
|
|
|
|
|
<td class="py-3 px-4">
|
|
|
|
|
|
<span class="text-gray-700 font-mono text-sm">lora_dropout</span>
|
|
|
|
|
|
</td>
|
|
|
|
|
|
<td class="py-3 px-4">
|
|
|
|
|
|
<input type="number" name="lora_dropout" value="0.1" step="0.01" min="0" max="1" class="w-20 px-3 py-1.5 border border-gray-300 rounded-lg text-sm text-center focus:border-primary focus:outline-none focus:ring-2 focus:ring-primary/20 transition-all">
|
|
|
|
|
|
</td>
|
|
|
|
|
|
<td class="py-3 px-4 text-xs text-gray-500">
|
|
|
|
|
|
<span class="inline-flex items-center px-2 py-0.5 rounded bg-gray-100 text-gray-600 font-mono">[0, 1]</span>
|
|
|
|
|
|
</td>
|
|
|
|
|
|
<td class="py-3 px-4 text-xs text-gray-500 leading-relaxed">LoRA层 dropout 概率，在低秩适配矩阵中随机丢弃部分神经元以防止过拟合</td>
|
|
|
|
|
|
</tr>
|
|
|
|
|
|
<tr class="bg-blue-50/50 hover:bg-blue-50/70 transition-colors">
|
|
|
|
|
|
<td class="py-3 px-4">
|
|
|
|
|
|
<span class="text-gray-700 font-mono text-sm">lora_rank</span>
|
|
|
|
|
|
<span class="text-red-500 ml-1">*</span>
|
|
|
|
|
|
</td>
|
|
|
|
|
|
<td class="py-3 px-4">
|
|
|
|
|
|
<select name="lora_rank" class="w-20 px-3 py-1.5 border border-gray-300 rounded-lg text-sm focus:border-primary focus:outline-none focus:ring-2 focus:ring-primary/20 transition-all bg-white">
|
|
|
|
|
|
<option value="8" selected>8</option>
|
|
|
|
|
|
<option value="16">16</option>
|
|
|
|
|
|
<option value="32">32</option>
|
|
|
|
|
|
<option value="64">64</option>
|
|
|
|
|
|
</select>
|
|
|
|
|
|
</td>
|
|
|
|
|
|
<td class="py-3 px-4 text-xs text-gray-500">
|
|
|
|
|
|
<span class="inline-flex items-center px-2 py-0.5 rounded bg-gray-100 text-gray-600 font-mono">4种可选</span>
|
|
|
|
|
|
</td>
|
|
|
|
|
|
<td class="py-3 px-4 text-xs text-gray-500 leading-relaxed">LoRA低秩矩阵的秩，值越大表示低秩矩阵的维度越高，微调能力越强</td>
|
|
|
|
|
|
</tr>
|
|
|
|
|
|
</tbody>
|
|
|
|
|
|
</table>
|
|
|
|
|
|
</div>
|
|
|
|
|
|
</div>
|
|
|
|
|
|
</div>
|
2026-01-19 10:51:07 +08:00
|
|
|
|
</div>
|
2026-01-18 19:51:22 +08:00
|
|
|
|
|
2026-01-19 10:51:07 +08:00
|
|
|
|
<!-- 数据配置 -->
|
|
|
|
|
|
<div class="mb-6">
|
|
|
|
|
|
<h3 class="text-sm font-semibold text-gray-700 mb-4 pb-2 border-b border-gray-100">数据配置</h3>
|
2026-01-18 19:51:22 +08:00
|
|
|
|
|
2026-01-19 14:31:27 +08:00
|
|
|
|
<!-- 训练集 -->
|
2026-01-19 10:51:07 +08:00
|
|
|
|
<div class="mb-6">
|
2026-01-19 14:31:27 +08:00
|
|
|
|
<label class="block text-sm text-gray-600 mb-1">
|
|
|
|
|
|
<span class="text-red-500 mr-1">*</span>训练集
|
|
|
|
|
|
</label>
|
|
|
|
|
|
<div class="flex items-center">
|
|
|
|
|
|
<select name="dataset_id" id="trainDatasetSelect" class="form-select flex-1 max-w-md">
|
|
|
|
|
|
<option value="">请选择训练数据集</option>
|
|
|
|
|
|
</select>
|
|
|
|
|
|
<button type="button" class="ml-2 text-primary text-sm flex items-center hover:text-primary/80" onclick="loadDatasets()">
|
|
|
|
|
|
<i class="fa fa-refresh"></i>
|
|
|
|
|
|
</button>
|
|
|
|
|
|
<button type="button" class="ml-3 bg-white border border-primary text-primary rounded px-3 py-1.5 text-sm hover:bg-primary/5" onclick="window.location.href='dataset-create.html?from=fine-tune'">
|
|
|
|
|
|
+ 新增数据集
|
|
|
|
|
|
</button>
|
2026-01-19 10:51:07 +08:00
|
|
|
|
</div>
|
|
|
|
|
|
</div>
|
2026-01-18 19:51:22 +08:00
|
|
|
|
|
2026-01-19 10:51:07 +08:00
|
|
|
|
<!-- 验证集 -->
|
|
|
|
|
|
<div class="mb-6">
|
|
|
|
|
|
<label class="block text-sm text-gray-600 mb-3">验证集 <span class="text-red-500">*</span></label>
|
2026-01-19 13:54:34 +08:00
|
|
|
|
<div class="flex items-center space-x-6 mb-3">
|
2026-01-19 10:51:07 +08:00
|
|
|
|
<label class="flex items-center">
|
|
|
|
|
|
<input type="radio" name="valid_split" value="auto" checked class="mr-2" onchange="toggleValidSplit()">
|
|
|
|
|
|
<span class="text-sm">自动切分</span>
|
|
|
|
|
|
</label>
|
|
|
|
|
|
<label class="flex items-center">
|
|
|
|
|
|
<input type="radio" name="valid_split" value="custom" class="mr-2" onchange="toggleValidSplit()">
|
|
|
|
|
|
<span class="text-sm">选择数据集</span>
|
|
|
|
|
|
</label>
|
|
|
|
|
|
</div>
|
2026-01-19 13:54:34 +08:00
|
|
|
|
<div id="autoSplitSection" class="flex items-center">
|
2026-01-19 10:51:07 +08:00
|
|
|
|
<span class="text-sm text-gray-600 mr-2">从当前训练集随机分割</span>
|
|
|
|
|
|
<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">
|
|
|
|
|
|
<span class="text-sm text-gray-600 ml-2">% 作为验证集</span>
|
|
|
|
|
|
</div>
|
2026-01-19 13:54:34 +08:00
|
|
|
|
<div id="customSplitSection" class="hidden">
|
2026-01-19 14:31:27 +08:00
|
|
|
|
<div class="flex items-center">
|
|
|
|
|
|
<select name="valid_dataset_id" id="validDatasetSelect" class="form-select flex-1 max-w-md">
|
|
|
|
|
|
<option value="">请选择验证数据集</option>
|
|
|
|
|
|
</select>
|
|
|
|
|
|
<button type="button" class="ml-2 text-primary text-sm flex items-center hover:text-primary/80" onclick="loadDatasets()">
|
|
|
|
|
|
<i class="fa fa-refresh"></i>
|
|
|
|
|
|
</button>
|
|
|
|
|
|
<button type="button" class="ml-3 bg-white border border-primary text-primary rounded px-3 py-1.5 text-sm hover:bg-primary/5" onclick="window.location.href='dataset-create.html?from=fine-tune'">
|
|
|
|
|
|
+ 新增数据集
|
|
|
|
|
|
</button>
|
2026-01-19 10:51:07 +08:00
|
|
|
|
</div>
|
|
|
|
|
|
</div>
|
|
|
|
|
|
</div>
|
|
|
|
|
|
</div>
|
2026-01-18 19:51:22 +08:00
|
|
|
|
|
2026-01-19 10:51:07 +08:00
|
|
|
|
<!-- 训练产出 -->
|
|
|
|
|
|
<div class="mb-6">
|
|
|
|
|
|
<h3 class="text-sm font-semibold text-gray-700 mb-4 pb-2 border-b border-gray-100">训练产出</h3>
|
2026-01-18 19:51:22 +08:00
|
|
|
|
|
2026-01-19 10:51:07 +08:00
|
|
|
|
<!-- 模型名称 -->
|
|
|
|
|
|
<div class="mb-4">
|
|
|
|
|
|
<label class="block text-sm text-gray-600 mb-3">模型名称</label>
|
2026-01-19 13:54:34 +08:00
|
|
|
|
<div>
|
2026-01-19 10:51:07 +08:00
|
|
|
|
<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">
|
|
|
|
|
|
<p class="text-xs text-gray-400 mt-1"><span id="modelNameCount">0</span> / 50</p>
|
|
|
|
|
|
</div>
|
|
|
|
|
|
</div>
|
2026-01-18 19:51:22 +08:00
|
|
|
|
|
2026-01-19 10:51:07 +08:00
|
|
|
|
<!-- 模型加密 -->
|
|
|
|
|
|
<div class="mb-4">
|
|
|
|
|
|
<div class="flex items-center">
|
|
|
|
|
|
<span class="text-sm text-gray-600 mr-2">模型加密</span>
|
|
|
|
|
|
<span class="px-2 py-0.5 bg-green-100 text-green-700 text-xs rounded">安全升级</span>
|
|
|
|
|
|
</div>
|
2026-01-19 13:54:34 +08:00
|
|
|
|
<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>
|
2026-01-19 10:51:07 +08:00
|
|
|
|
</div>
|
|
|
|
|
|
</div>
|
2026-01-18 19:51:22 +08:00
|
|
|
|
|
2026-01-19 10:51:07 +08:00
|
|
|
|
<!-- 底部按钮 -->
|
|
|
|
|
|
<div class="flex items-center justify-between pt-6 border-t border-gray-100">
|
|
|
|
|
|
<div class="flex items-center space-x-3">
|
|
|
|
|
|
<button type="button" onclick="submitForm()" class="px-4 py-2 bg-primary text-white rounded-lg text-sm hover:bg-primary/90">
|
|
|
|
|
|
开始训练
|
|
|
|
|
|
</button>
|
|
|
|
|
|
<a href="main.html" class="px-4 py-2 bg-gray-200 text-gray-700 rounded-lg text-sm hover:bg-gray-300">
|
|
|
|
|
|
取消
|
|
|
|
|
|
</a>
|
|
|
|
|
|
</div>
|
|
|
|
|
|
<div class="flex items-center text-sm">
|
|
|
|
|
|
<a href="#" class="text-primary hover:underline">训练费用 (预估)</a>
|
|
|
|
|
|
<span class="mx-2 text-gray-300">|</span>
|
|
|
|
|
|
<a href="#" class="text-primary hover:underline">计算详情</a>
|
|
|
|
|
|
</div>
|
|
|
|
|
|
</div>
|
|
|
|
|
|
</form>
|
2026-01-18 19:51:22 +08:00
|
|
|
|
</div>
|
|
|
|
|
|
</div>
|
2026-01-19 10:51:07 +08:00
|
|
|
|
</main>
|
2026-01-18 19:51:22 +08:00
|
|
|
|
</div>
|
|
|
|
|
|
|
|
|
|
|
|
<script>
|
2026-01-26 14:33:00 +08:00
|
|
|
|
// API 基础地址 - 使用 config.yaml 中的 app.port (7861)
|
2026-01-18 19:51:22 +08:00
|
|
|
|
const getApiBase = () => {
|
|
|
|
|
|
const protocol = window.location.protocol;
|
|
|
|
|
|
const hostname = window.location.hostname;
|
2026-01-26 14:33:00 +08:00
|
|
|
|
return `${protocol}//${hostname}:7861/api`;
|
2026-01-18 19:51:22 +08:00
|
|
|
|
};
|
|
|
|
|
|
const API_BASE = getApiBase();
|
|
|
|
|
|
|
|
|
|
|
|
// 页面加载完成后初始化
|
|
|
|
|
|
document.addEventListener('DOMContentLoaded', function() {
|
|
|
|
|
|
// 卡片式单选框
|
|
|
|
|
|
document.querySelectorAll('.card-radio').forEach(card => {
|
|
|
|
|
|
card.addEventListener('click', () => {
|
|
|
|
|
|
const parent = card.parentElement;
|
|
|
|
|
|
parent.querySelectorAll('.card-radio').forEach(c => c.classList.remove('active'));
|
|
|
|
|
|
card.classList.add('active');
|
|
|
|
|
|
card.querySelector('input').checked = true;
|
|
|
|
|
|
});
|
|
|
|
|
|
});
|
|
|
|
|
|
|
|
|
|
|
|
// 任务名称字数统计
|
|
|
|
|
|
const nameInput = document.querySelector('input[name="name"]');
|
|
|
|
|
|
nameInput.addEventListener('input', () => {
|
|
|
|
|
|
document.getElementById('nameCount').textContent = nameInput.value.length;
|
|
|
|
|
|
});
|
|
|
|
|
|
|
|
|
|
|
|
// 模型名称字数统计
|
|
|
|
|
|
const modelNameInput = document.querySelector('input[name="output_model_name"]');
|
|
|
|
|
|
modelNameInput.addEventListener('input', () => {
|
|
|
|
|
|
document.getElementById('modelNameCount').textContent = modelNameInput.value.length;
|
|
|
|
|
|
});
|
|
|
|
|
|
|
|
|
|
|
|
// 加载数据集列表
|
|
|
|
|
|
loadDatasets();
|
2026-01-19 10:51:07 +08:00
|
|
|
|
|
2026-01-19 14:31:27 +08:00
|
|
|
|
// 加载模型列表
|
|
|
|
|
|
loadModels();
|
|
|
|
|
|
|
|
|
|
|
|
// 初始化训练方法参数显示
|
|
|
|
|
|
toggleTrainMethod();
|
|
|
|
|
|
|
2026-01-23 11:07:09 +08:00
|
|
|
|
// 加载GPU列表
|
|
|
|
|
|
loadGPUList();
|
|
|
|
|
|
|
2026-01-20 23:08:02 +08:00
|
|
|
|
// 设置侧边栏当前页高亮
|
|
|
|
|
|
const currentPage = 'fine-tune';
|
|
|
|
|
|
document.querySelectorAll('.nav-link').forEach(link => {
|
|
|
|
|
|
if (link.dataset.page === currentPage) {
|
2026-01-21 15:33:43 +08:00
|
|
|
|
link.classList.add('bg-[#1890ff]/10', 'text-[#1890ff]');
|
2026-01-20 23:08:02 +08:00
|
|
|
|
link.classList.remove('hover:bg-[#001529]/20', 'transition-colors');
|
|
|
|
|
|
}
|
|
|
|
|
|
});
|
2026-01-21 15:33:43 +08:00
|
|
|
|
updateSidebarSlider();
|
2026-01-20 23:08:02 +08:00
|
|
|
|
|
2026-01-19 10:51:07 +08:00
|
|
|
|
// 绑定导航点击事件
|
|
|
|
|
|
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;
|
|
|
|
|
|
}
|
|
|
|
|
|
});
|
|
|
|
|
|
});
|
2026-01-18 19:51:22 +08:00
|
|
|
|
});
|
|
|
|
|
|
|
2026-01-21 15:33:43 +08:00
|
|
|
|
// 更新侧边栏滑块位置
|
|
|
|
|
|
function updateSidebarSlider() {
|
|
|
|
|
|
const slider = document.getElementById('sidebar-slider');
|
|
|
|
|
|
if (!slider) return;
|
|
|
|
|
|
const activeLink = document.querySelector('.nav-link.bg-\\[\\#1890ff\\]\\/10');
|
|
|
|
|
|
if (activeLink) {
|
|
|
|
|
|
const wrapper = activeLink.closest('.nav-item-wrapper');
|
|
|
|
|
|
if (wrapper) {
|
|
|
|
|
|
slider.style.top = wrapper.offsetTop + 'px';
|
|
|
|
|
|
slider.style.height = wrapper.offsetHeight + 'px';
|
|
|
|
|
|
}
|
|
|
|
|
|
}
|
|
|
|
|
|
}
|
|
|
|
|
|
|
2026-01-19 10:51:07 +08:00
|
|
|
|
// 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');
|
|
|
|
|
|
}
|
|
|
|
|
|
}
|
|
|
|
|
|
|
2026-01-19 14:31:27 +08:00
|
|
|
|
// 切换训练方法 - 显示/隐藏LoRA参数
|
|
|
|
|
|
function toggleTrainMethod() {
|
|
|
|
|
|
const trainMethod = document.querySelector('input[name="train_method"]:checked').value;
|
|
|
|
|
|
const loraParamsBody = document.getElementById('loraParamsBody');
|
|
|
|
|
|
if (trainMethod === 'lora') {
|
|
|
|
|
|
loraParamsBody.classList.remove('hidden');
|
|
|
|
|
|
} else {
|
|
|
|
|
|
loraParamsBody.classList.add('hidden');
|
|
|
|
|
|
}
|
|
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|
|
|
// 切换参数配置展开/收起
|
|
|
|
|
|
function toggleParamsCollapse() {
|
|
|
|
|
|
const content = document.getElementById('paramsContent');
|
|
|
|
|
|
const toggleText = document.getElementById('paramsToggleText');
|
|
|
|
|
|
const toggleIcon = document.getElementById('paramsToggleIcon');
|
|
|
|
|
|
|
|
|
|
|
|
if (content.classList.contains('hidden')) {
|
|
|
|
|
|
content.classList.remove('hidden');
|
|
|
|
|
|
toggleText.textContent = '收起';
|
|
|
|
|
|
toggleIcon.className = 'fa fa-chevron-up ml-1 text-xs';
|
|
|
|
|
|
} else {
|
|
|
|
|
|
content.classList.add('hidden');
|
|
|
|
|
|
toggleText.textContent = '展开';
|
|
|
|
|
|
toggleIcon.className = 'fa fa-chevron-down ml-1 text-xs';
|
|
|
|
|
|
}
|
|
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|
|
|
// 重置参数为默认值
|
|
|
|
|
|
function resetParams() {
|
|
|
|
|
|
const defaults = {
|
|
|
|
|
|
'batch_size': 1,
|
|
|
|
|
|
'learning_rate': 0.0001,
|
|
|
|
|
|
'n_epochs': 1,
|
|
|
|
|
|
'eval_steps': 100,
|
|
|
|
|
|
'lr_scheduler_type': 'cosine',
|
|
|
|
|
|
'max_length': 512,
|
|
|
|
|
|
'warmup_ratio': 0.05,
|
|
|
|
|
|
'weight_decay': 0.01,
|
|
|
|
|
|
'lora_alpha': '32',
|
|
|
|
|
|
'lora_dropout': 0.1,
|
|
|
|
|
|
'lora_rank': '8'
|
|
|
|
|
|
};
|
|
|
|
|
|
|
|
|
|
|
|
for (const [name, value] of Object.entries(defaults)) {
|
|
|
|
|
|
const input = document.querySelector(`input[name="${name}"]`);
|
|
|
|
|
|
if (input) {
|
|
|
|
|
|
if (input.type === 'number') {
|
|
|
|
|
|
input.value = value;
|
|
|
|
|
|
} else if (input.type === 'select-one') {
|
|
|
|
|
|
input.value = value;
|
|
|
|
|
|
}
|
|
|
|
|
|
}
|
|
|
|
|
|
const select = document.querySelector(`select[name="${name}"]`);
|
|
|
|
|
|
if (select) select.value = value;
|
|
|
|
|
|
}
|
|
|
|
|
|
}
|
|
|
|
|
|
|
2026-01-19 10:51:07 +08:00
|
|
|
|
// 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('');
|
|
|
|
|
|
}
|
|
|
|
|
|
|
2026-01-18 19:51:22 +08:00
|
|
|
|
// 加载数据集列表
|
|
|
|
|
|
async function loadDatasets() {
|
|
|
|
|
|
try {
|
|
|
|
|
|
const response = await fetch(`${API_BASE}/dataset-manage`);
|
|
|
|
|
|
const result = await response.json();
|
|
|
|
|
|
if (result.code === 0) {
|
2026-01-19 14:31:27 +08:00
|
|
|
|
// 更新训练集下拉框
|
|
|
|
|
|
const trainSelect = document.getElementById('trainDatasetSelect');
|
|
|
|
|
|
if (trainSelect) {
|
|
|
|
|
|
trainSelect.innerHTML = '<option value="">请选择训练数据集</option>' +
|
|
|
|
|
|
result.data.map(d => `<option value="${d.id}">${d.name}</option>`).join('');
|
|
|
|
|
|
}
|
|
|
|
|
|
// 更新验证集下拉框
|
|
|
|
|
|
const validSelect = document.getElementById('validDatasetSelect');
|
|
|
|
|
|
if (validSelect) {
|
|
|
|
|
|
validSelect.innerHTML = '<option value="">请选择验证数据集</option>' +
|
|
|
|
|
|
result.data.map(d => `<option value="${d.id}">${d.name}</option>`).join('');
|
|
|
|
|
|
}
|
2026-01-18 19:51:22 +08:00
|
|
|
|
}
|
|
|
|
|
|
} catch (e) {
|
|
|
|
|
|
console.error('加载数据集失败:', e);
|
|
|
|
|
|
}
|
|
|
|
|
|
}
|
|
|
|
|
|
|
2026-01-19 14:31:27 +08:00
|
|
|
|
// 加载模型列表
|
|
|
|
|
|
async function loadModels() {
|
|
|
|
|
|
try {
|
|
|
|
|
|
const response = await fetch(`${API_BASE}/model-manage`);
|
|
|
|
|
|
const result = await response.json();
|
|
|
|
|
|
if (result.code === 0) {
|
|
|
|
|
|
const modelSelect = document.getElementById('baseModelSelect');
|
|
|
|
|
|
if (modelSelect) {
|
|
|
|
|
|
modelSelect.innerHTML = '<option value="">请选择模型</option>' +
|
|
|
|
|
|
result.data.map(m => `<option value="${m.id}">${m.name}</option>`).join('');
|
|
|
|
|
|
}
|
|
|
|
|
|
}
|
|
|
|
|
|
} catch (e) {
|
|
|
|
|
|
console.error('加载模型失败:', e);
|
|
|
|
|
|
}
|
|
|
|
|
|
}
|
|
|
|
|
|
|
2026-01-23 11:07:09 +08:00
|
|
|
|
// 加载GPU列表
|
|
|
|
|
|
async function loadGPUList() {
|
|
|
|
|
|
const container = document.getElementById('gpuSelectionArea');
|
|
|
|
|
|
if (!container) return;
|
|
|
|
|
|
|
|
|
|
|
|
try {
|
|
|
|
|
|
// 模拟GPU数据 - 实际项目中可以从API获取
|
|
|
|
|
|
const gpuData = await fetchGPUs();
|
|
|
|
|
|
renderGPUList(gpuData);
|
|
|
|
|
|
} catch (error) {
|
|
|
|
|
|
console.error('加载GPU列表失败:', error);
|
|
|
|
|
|
container.innerHTML = '<div class="text-sm text-red-500 col-span-full">加载GPU设备失败，请刷新重试</div>';
|
|
|
|
|
|
}
|
|
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|
|
|
// 获取GPU数据（模拟数据，实际可从API获取）
|
|
|
|
|
|
async function fetchGPUs() {
|
|
|
|
|
|
// 实际项目中可以调用后端API获取GPU信息
|
|
|
|
|
|
// const response = await fetch(`${API_BASE}/gpus`);
|
|
|
|
|
|
// return await response.json();
|
|
|
|
|
|
|
|
|
|
|
|
// 模拟GPU数据
|
|
|
|
|
|
return [
|
|
|
|
|
|
{ id: 'gpu0', name: 'NVIDIA A100 80GB', memory: '80GB', cuda_cores: 6912, available: true },
|
|
|
|
|
|
{ id: 'gpu1', name: 'NVIDIA A100 80GB', memory: '80GB', cuda_cores: 6912, available: true },
|
|
|
|
|
|
{ id: 'gpu2', name: 'NVIDIA A100 40GB', memory: '40GB', cuda_cores: 6912, available: true },
|
|
|
|
|
|
{ id: 'gpu3', name: 'NVIDIA A100 40GB', memory: '40GB', cuda_cores: 6912, available: false },
|
|
|
|
|
|
{ id: 'gpu4', name: 'NVIDIA V100 32GB', memory: '32GB', cuda_cores: 5120, available: true },
|
|
|
|
|
|
{ id: 'gpu5', name: 'NVIDIA V100 16GB', memory: '16GB', cuda_cores: 5120, available: false },
|
|
|
|
|
|
{ id: 'gpu6', name: 'NVIDIA RTX 3090', memory: '24GB', cuda_cores: 10496, available: true },
|
|
|
|
|
|
{ id: 'gpu7', name: 'NVIDIA RTX 4090', memory: '24GB', cuda_cores: 16384, available: true }
|
|
|
|
|
|
];
|
|
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|
|
|
// 渲染GPU列表（点击卡片选中，无需复选框）
|
|
|
|
|
|
function renderGPUList(gpus) {
|
|
|
|
|
|
const container = document.getElementById('gpuSelectionArea');
|
|
|
|
|
|
if (!container) return;
|
|
|
|
|
|
|
|
|
|
|
|
container.innerHTML = gpus.map(gpu => `
|
|
|
|
|
|
<div id="gpu_card_${gpu.id}"
|
|
|
|
|
|
class="gpu-card ${!gpu.available ? 'opacity-50 cursor-not-allowed' : 'cursor-pointer hover:border-primary'} border rounded-lg p-3 transition-all"
|
|
|
|
|
|
onclick="toggleGPUSelection('${gpu.id}')"
|
|
|
|
|
|
${!gpu.available ? 'title="该GPU不可用"' : ''}
|
|
|
|
|
|
data-gpu-id="${gpu.id}">
|
|
|
|
|
|
<div class="flex items-center">
|
|
|
|
|
|
<i class="fa fa-microchip text-primary mr-2"></i>
|
|
|
|
|
|
<div class="flex-1">
|
|
|
|
|
|
<div class="flex items-center justify-between">
|
|
|
|
|
|
<span class="text-sm font-medium text-gray-700">${gpu.name}</span>
|
|
|
|
|
|
${gpu.available
|
|
|
|
|
|
? '<i class="fa fa-check-circle text-green-600 text-xs"></i>'
|
|
|
|
|
|
: '<i class="fa fa-times-circle text-red-500 text-xs"></i>'}
|
|
|
|
|
|
</div>
|
|
|
|
|
|
<div class="text-xs text-gray-500 mt-1">
|
|
|
|
|
|
<span class="mr-2"><i class="fa fa-floppy-o mr-1"></i>${gpu.memory}</span>
|
|
|
|
|
|
<span><i class="fa fa-cog mr-1"></i>${gpu.cuda_cores} CUDA</span>
|
|
|
|
|
|
</div>
|
|
|
|
|
|
</div>
|
|
|
|
|
|
</div>
|
|
|
|
|
|
</div>
|
|
|
|
|
|
`).join('');
|
|
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|
|
|
// 切换GPU选择状态
|
|
|
|
|
|
function toggleGPUSelection(gpuId) {
|
|
|
|
|
|
const card = document.getElementById(`gpu_card_${gpuId}`);
|
|
|
|
|
|
if (!card || card.classList.contains('opacity-50')) return;
|
|
|
|
|
|
|
|
|
|
|
|
// 切换选中状态
|
|
|
|
|
|
if (card.classList.contains('border-primary')) {
|
|
|
|
|
|
// 取消选中
|
|
|
|
|
|
card.classList.remove('border-primary', 'bg-blue-50');
|
|
|
|
|
|
card.querySelector('.fa-check-circle').classList.replace('text-primary', 'text-green-600');
|
|
|
|
|
|
} else {
|
|
|
|
|
|
// 选中
|
|
|
|
|
|
card.classList.add('border-primary', 'bg-blue-50');
|
|
|
|
|
|
// 移除检查图标，添加选中标记
|
|
|
|
|
|
const icon = card.querySelector('.fa-check-circle');
|
|
|
|
|
|
if (icon) {
|
|
|
|
|
|
icon.classList.remove('fa-check-circle', 'text-green-600');
|
|
|
|
|
|
icon.classList.add('fa-check', 'text-primary');
|
|
|
|
|
|
}
|
|
|
|
|
|
}
|
|
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|
|
|
// 获取选中的GPU列表
|
|
|
|
|
|
function getSelectedGPUs() {
|
|
|
|
|
|
const cards = document.querySelectorAll('.gpu-card.border-primary');
|
|
|
|
|
|
return Array.from(cards).map(card => card.dataset.gpuId);
|
|
|
|
|
|
}
|
|
|
|
|
|
|
2026-01-18 19:51:22 +08:00
|
|
|
|
// 提交表单
|
|
|
|
|
|
async function submitForm() {
|
|
|
|
|
|
const form = document.getElementById('createForm');
|
|
|
|
|
|
const formData = new FormData(form);
|
2026-01-19 10:51:07 +08:00
|
|
|
|
const validSplit = formData.get('valid_split');
|
|
|
|
|
|
|
2026-01-23 11:07:09 +08:00
|
|
|
|
// 获取选中的GPU
|
|
|
|
|
|
const selectedGPUs = getSelectedGPUs();
|
|
|
|
|
|
|
2026-01-18 19:51:22 +08:00
|
|
|
|
const data = {
|
|
|
|
|
|
name: formData.get('name'),
|
|
|
|
|
|
base_model: formData.get('base_model'),
|
|
|
|
|
|
train_type: formData.get('train_type'),
|
|
|
|
|
|
train_method: formData.get('train_method'),
|
2026-01-23 11:07:09 +08:00
|
|
|
|
gpus: selectedGPUs, // 添加GPU选择
|
2026-01-19 10:51:07 +08:00
|
|
|
|
train_dataset_id: formData.get('train_dataset_id'),
|
|
|
|
|
|
valid_split: validSplit,
|
2026-01-18 19:51:22 +08:00
|
|
|
|
valid_ratio: parseInt(formData.get('valid_ratio')) || 10,
|
2026-01-19 10:51:07 +08:00
|
|
|
|
valid_dataset_id: validSplit === 'custom' ? formData.get('valid_dataset_id') : null,
|
2026-01-18 19:51:22 +08:00
|
|
|
|
output_model_name: formData.get('output_model_name'),
|
|
|
|
|
|
status: 'pending',
|
|
|
|
|
|
progress: 0
|
|
|
|
|
|
};
|
|
|
|
|
|
|
|
|
|
|
|
if (!data.name) {
|
2026-01-19 17:28:58 +08:00
|
|
|
|
showMessage('提示', '请输入任务名称', 'warning');
|
2026-01-18 19:51:22 +08:00
|
|
|
|
return;
|
|
|
|
|
|
}
|
2026-01-23 11:07:09 +08:00
|
|
|
|
if (selectedGPUs.length === 0) {
|
|
|
|
|
|
showMessage('提示', '请选择至少一个GPU硬件', 'warning');
|
|
|
|
|
|
return;
|
|
|
|
|
|
}
|
2026-01-18 19:51:22 +08:00
|
|
|
|
if (!data.base_model) {
|
2026-01-19 17:28:58 +08:00
|
|
|
|
showMessage('提示', '请选择基础模型', 'warning');
|
2026-01-18 19:51:22 +08:00
|
|
|
|
return;
|
|
|
|
|
|
}
|
2026-01-19 10:51:07 +08:00
|
|
|
|
if (!data.train_dataset_id) {
|
2026-01-19 17:28:58 +08:00
|
|
|
|
showMessage('提示', '请选择训练集', 'warning');
|
2026-01-18 19:51:22 +08:00
|
|
|
|
return;
|
|
|
|
|
|
}
|
2026-01-19 10:51:07 +08:00
|
|
|
|
if (validSplit === 'custom' && !data.valid_dataset_id) {
|
2026-01-19 17:28:58 +08:00
|
|
|
|
showMessage('提示', '请选择验证集', 'warning');
|
2026-01-19 10:51:07 +08:00
|
|
|
|
return;
|
|
|
|
|
|
}
|
2026-01-18 19:51:22 +08:00
|
|
|
|
|
|
|
|
|
|
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) {
|
2026-01-19 17:28:58 +08:00
|
|
|
|
showMessage('成功', '创建成功！', 'success', () => {
|
|
|
|
|
|
window.location.href = 'main.html';
|
|
|
|
|
|
});
|
2026-01-18 19:51:22 +08:00
|
|
|
|
} else {
|
2026-01-19 17:28:58 +08:00
|
|
|
|
showMessage('错误', result.message || '创建失败', 'error');
|
2026-01-18 19:51:22 +08:00
|
|
|
|
}
|
|
|
|
|
|
} catch (error) {
|
2026-01-19 17:28:58 +08:00
|
|
|
|
showMessage('错误', '创建失败: ' + error.message, 'error');
|
2026-01-18 19:51:22 +08:00
|
|
|
|
}
|
|
|
|
|
|
}
|
|
|
|
|
|
</script>
|
2026-01-19 17:28:58 +08:00
|
|
|
|
|
|
|
|
|
|
<!-- 自定义消息弹窗 -->
|
|
|
|
|
|
<div id="customModal" class="hidden fixed inset-0 bg-black/50 z-50 flex items-center justify-center" onclick="if(event.target === this) closeModal();">
|
|
|
|
|
|
<div class="bg-white rounded-xl shadow-xl max-w-sm w-full mx-4 overflow-hidden transform transition-all">
|
|
|
|
|
|
<div class="flex flex-col items-center justify-center min-h-[160px] py-6">
|
|
|
|
|
|
<div id="modalIcon"></div>
|
|
|
|
|
|
<h3 id="modalTitle" class="text-base font-medium text-gray-800 mb-2"></h3>
|
|
|
|
|
|
<p id="modalMessage" class="text-gray-600 text-sm"></p>
|
|
|
|
|
|
</div>
|
|
|
|
|
|
<div id="modalBtnGroup" class="hidden px-6 pb-6 flex flex-col space-y-2 mx-4">
|
|
|
|
|
|
<button id="modalConfirmBtn" class="px-4 py-2 w-full text-white rounded transition-colors text-sm">确定</button>
|
|
|
|
|
|
<button id="modalCancelBtn" class="px-4 py-2 w-full border border-gray-300 text-gray-700 rounded hover:bg-gray-50 transition-colors text-sm">取消</button>
|
|
|
|
|
|
</div>
|
|
|
|
|
|
<div id="modalSingleBtnGroup" class="px-6 pb-6 flex justify-center">
|
|
|
|
|
|
<button id="modalConfirmBtn2" class="px-6 py-2 w-full text-white rounded transition-colors text-sm max-w-[160px]">确定</button>
|
|
|
|
|
|
</div>
|
|
|
|
|
|
</div>
|
|
|
|
|
|
</div>
|
|
|
|
|
|
|
|
|
|
|
|
<script>
|
|
|
|
|
|
// 显示消息弹窗
|
|
|
|
|
|
function showMessage(title, message, type = 'info', onConfirm) {
|
|
|
|
|
|
const modal = document.getElementById('customModal');
|
|
|
|
|
|
const modalTitle = document.getElementById('modalTitle');
|
|
|
|
|
|
const modalMessage = document.getElementById('modalMessage');
|
|
|
|
|
|
const modalIcon = document.getElementById('modalIcon');
|
|
|
|
|
|
const modalConfirmBtn = document.getElementById('modalConfirmBtn');
|
|
|
|
|
|
const modalConfirmBtn2 = document.getElementById('modalConfirmBtn2');
|
|
|
|
|
|
const modalBtnGroup = document.getElementById('modalBtnGroup');
|
|
|
|
|
|
const modalSingleBtnGroup = document.getElementById('modalSingleBtnGroup');
|
|
|
|
|
|
|
|
|
|
|
|
modalTitle.textContent = title;
|
|
|
|
|
|
modalTitle.className = 'text-lg font-medium text-gray-800 mb-2';
|
|
|
|
|
|
|
|
|
|
|
|
if (type === 'success') {
|
|
|
|
|
|
modalIcon.innerHTML = '<div class="w-12 h-12 mx-auto mb-4 rounded-full bg-green-100 flex items-center justify-center"><i class="fa fa-check text-xl text-green-600"></i></div>';
|
|
|
|
|
|
} else if (type === 'error') {
|
|
|
|
|
|
modalIcon.innerHTML = '<div class="w-12 h-12 mx-auto mb-4 rounded-full bg-red-100 flex items-center justify-center"><i class="fa fa-times text-xl text-red-600"></i></div>';
|
|
|
|
|
|
} else if (type === 'warning') {
|
|
|
|
|
|
modalIcon.innerHTML = '<div class="w-12 h-12 mx-auto mb-4 rounded-full bg-yellow-100 flex items-center justify-center"><i class="fa fa-exclamation text-xl text-yellow-600"></i></div>';
|
|
|
|
|
|
} else {
|
|
|
|
|
|
modalIcon.innerHTML = '<div class="w-12 h-12 mx-auto mb-4 rounded-full bg-blue-100 flex items-center justify-center"><i class="fa fa-info text-xl text-blue-600"></i></div>';
|
|
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|
|
|
modalMessage.innerHTML = message;
|
|
|
|
|
|
|
|
|
|
|
|
modalBtnGroup.classList.add('hidden');
|
|
|
|
|
|
modalSingleBtnGroup.classList.remove('hidden');
|
|
|
|
|
|
const confirmBtn = modalConfirmBtn2;
|
|
|
|
|
|
confirmBtn.className = 'px-6 py-2 w-full text-white rounded transition-colors text-sm max-w-[160px]';
|
|
|
|
|
|
if (type === 'success') {
|
|
|
|
|
|
confirmBtn.classList.add('bg-primary');
|
|
|
|
|
|
} else if (type === 'error') {
|
|
|
|
|
|
confirmBtn.classList.add('bg-red-500');
|
|
|
|
|
|
} else if (type === 'warning') {
|
|
|
|
|
|
confirmBtn.classList.add('bg-yellow-500');
|
|
|
|
|
|
} else {
|
|
|
|
|
|
confirmBtn.classList.add('bg-primary');
|
|
|
|
|
|
}
|
|
|
|
|
|
confirmBtn.onclick = () => {
|
|
|
|
|
|
closeModal();
|
|
|
|
|
|
if (onConfirm) onConfirm();
|
|
|
|
|
|
};
|
|
|
|
|
|
|
|
|
|
|
|
modal.classList.remove('hidden');
|
|
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|
|
|
function closeModal() {
|
|
|
|
|
|
const modal = document.getElementById('customModal');
|
|
|
|
|
|
modal.classList.add('hidden');
|
|
|
|
|
|
}
|
|
|
|
|
|
</script>
|
2026-01-18 19:51:22 +08:00
|
|
|
|
</body>
|
|
|
|
|
|
</html>
|
