<!DOCTYPE html>
<html lang="en">
<head>
    <meta charset="UTF-8">
    <meta name="viewport" content="width=device-width, initial-scale=1.0">
    <title>agent - AI Portal</title>
    <style>
        body {
            font-family: Arial, sans-serif;
            margin: 0;
            padding: 0;
            line-height: 1.6;
            background-color: #f4f4f4;
            
        }
        header {
            background: #333;
            color: #fff;
            padding: 1rem;
            text-align: center;
            position: fixed;
            width: 100%;
            top: 0;
            z-index: 1000;
        }
        header nav a {
            color: #fff;
            margin: 0 15px;
            text-decoration: none;
            font-weight: bold;
        }
        .hero {
            background: #007BFF;
            color: #fff;
            padding: 75px 20px; /* Increased padding to adjust height */
            text-align: center;
            margin-top: 60px;
        }
        .hero h1 {
            margin-bottom: 20px;
            font-size: 2.5rem;
        }
        main {
            padding: 2rem;
            max-width: 800px;
            margin: 0 auto;
            background-color: #fff;
            box-shadow: 0 0 10px rgba(0, 0, 0, 0.1);
        }
        .section {
            padding: 60px 20px;
            background-color: #fff;
            margin-top: 20px;
        }
        .section h2 {
            text-align: center;
            margin-bottom: 40px;
            font-size: 2rem;
        }
        .cards {
            display: flex;
            justify-content: space-around;
            flex-wrap: wrap;
        }
        .card {
            background: #f9f9f9;
            border: 1px solid #ddd;
            border-radius: 5px;
            margin: 10px;
            padding: 20px;
            width: 300px;
            box-shadow: 0 0 10px rgba(0, 0, 0, 0.1);
        }
        .card h3 {
            margin-bottom: 10px;
            font-size: 1.5rem;
        }
        .model-table {
            width: 100%;
            border-collapse: collapse;
            margin-top: 20px;
        }
        .model-table th, .model-table td {
            border: 1px solid #ddd;
            padding: 8px;
            text-align: left;
        }
        .model-table th {
            background-color: #f2f2f2;
            font-weight: bold;
        }
        .model-table tr:nth-child(even) {
            background-color: #f9f9f9;
        }

        
        /* 标题颜色 */
        h1, h2 {
            color: #333;
        }
        
        /* 内容区域的通用样式 */
        .content-area {
            margin: 20px;
        }
        
        /* 表格通用样式 */
        .table-style {
            width: 100%;
            border-collapse: collapse;
            margin-bottom: 20px;
        }
        
        /* 表格单元格样式 */
        .table-style, .table-style th, .table-style td {
            border: 1px solid #ddd;
        }
        
        /* 表头单元格样式 */
        .table-style th, .table-style td {
            padding: 12px;
            text-align: left;
        }
        
        /* 表头背景色 */
        .table-style th {
            background-color: #f4f4f4;
        }


        .footer {
            background: #333;
            color: #fff;
            text-align: center;
            padding: 20px;
            margin-top: 40px;
        }

        .back-to-top {
            display: inline-block;
            padding: 8px 12px;
            background-color: #0066cc;
            color: #fff;
            text-decoration: none;
            border-radius: 0px;
            font-weight: bold;
            transition: background-color 0.3s ease;
        }
        .back-to-top:hover {
            background-color: #004c99;
        }

        /* 优化标签部分样式 */
        .tag-navigation {
            display: flex;
            flex-wrap: wrap;
            justify-content: center;
            gap: 12px;
            margin: 30px 0;
            padding: 20px;
            background-color: #f9f9f9;
            border-radius: 10px;
            box-shadow: 0 2px 5px rgba(0,0,0,0.1);
        }
        .tag {
            display: inline-block;
            padding: 8px 16px;
            border-radius: 25px;
            font-size: 14px;
            font-weight: 600;
            color: white;
            text-decoration: none;
            transition: all 0.3s ease;
            box-shadow: 0 2px 5px rgba(0,0,0,0.1);
        }
        .tag:hover {
            transform: translateY(-3px);
            box-shadow: 0 4px 8px rgba(0,0,0,0.15);
        }
        .tag-nlp { background-color: #4285F4; }
        .tag-cv { background-color: #34A853; }
        .tag-speech { background-color: #EA4335; }
        .tag-multimodal { background-color: #FBBC05; color: #333; }
        .tag-rl { background-color: #46BFBD; }
        .tag-generative { background-color: #9C27B0; }
        .tag-gnn { background-color: #FF9800; }
        .tag-recommender { background-color: #795548; }
        .tag-l0 { background-color: #607D8B; }
        .tag-l1 { background-color: #009688; }
        .tag-l2 { background-color: #E91E63; }
        .tag-closed { background-color: #9E9E9E; }
        .tag-open { background-color: #3F51B5; }
        .tag-asr { background-color: #FF5722; }
        .tag-rec-large { background-color: #8BC34A; }
        .tag-cnn { background-color: #2196F3; }
        .tag-rnn { background-color: #FF4081; }
        .tag-transformer { background-color: #673AB7; }
        .tag-self-supervised { background-color: #00BCD4; }
        .tag-supervised { background-color: #FFC107; color: #333; }
        .tag-semi-supervised { background-color: #CDDC39; color: #333; }
        .tag-discriminative { background-color: #FF5252; }
        .tag-dnn { background-color: #7C4DFF; }
        .tag-small { background-color: #B2DFDB; color: #333; }
        .tag-medium { background-color: #80CBC4; color: #333; }
        .tag-large { background-color: #26A69A; }
        .tag-xlarge { background-color: #00897B; }
        .tag-pretrained { background-color: #4DB6AC; }
        .tag-fine-tuned { background-color: #80DEEA; color: #333; }
        .tag-from-scratch { background-color: #4DD0E1; }
</style>
</head>
<body>
    <header>
        <nav>
            <a href="index.html#products">AI技术 & 工具产品</a>
            <a href="index.html#cases">AI行业应用 & 解决方案</a>
            <a href="index.html#resources">AI教育 & 学习资源</a>
            <a href="ai-channel-supply-chain.html">AI渠道 & 供应链</a>
            <a href="game.html">AI创意花园</a>
            <a href="ai-tools-set.html">AI工具集散地</a>
            <a href="ai-learning-assistan.html">AI学习助手</a>
        </nav>
    </header>
    <main>
    <section class="hero">
        <h1>agent</h1>
        <p>Explore the latest developments and applications in agent.</p>
    </section>
  
    <section class="section">
        <h2>微调</h2>

        <h3>1. 微调概述</h3>
        <ul>
            <li>定义和重要性</li>
            <li>微调与预训练的关系</li>
            <li>微调的应用场景</li>
        </ul>

        <h3>2. 微调的工作原理</h3>
        <ul>
            <li>基本原理解释</li>
            <li>常见的微调技术</li>
            <li>微调过程中的关键步骤</li>
        </ul>

        <h3>3. 微调的优势与挑战</h3>
        <ul>
            <li>优点：提高模型性能、适应特定任务、节省资源</li>
            <li>挑战：过拟合风险、数据需求、计算资源</li>
        </ul>

        <h3>4. 微调的应用案例</h3>
        <ul>
            <li>自然语言处理任务</li>
            <li>计算机视觉任务</li>
            <li>语音识别任务</li>
        </ul>

        <h3>5. 微调最佳实践</h3>
        <ul>
            <li>数据准备和预处理</li>
            <li>超参数调整</li>
            <li>评估和验证方法</li>
        </ul>

        <h3>6. 微调工具和框架</h3>
        <ul>
            <li>常用的微调库和平台</li>
            <li>开源微调工具介绍</li>
        </ul>

        <h3>7. 微调的未来发展趋势</h3>
        <ul>
            <li>更高效的微调方法</li>
            <li>跨领域和跨任务的微调</li>
            <li>自动化微调技术</li>
        </ul>

        <h3>8. 微调相关资源</h3>
        <ul>
            <li>学习教程和课程推荐</li>
            <li>相关论文和研究成果</li>
            <li>社区和讨论平台</li>
        </ul>
    </section>
    </main>
    <div class="footer">
        <p>© 2024 AI Portal. All Rights Reserved.</p>
    </div>
</body>
</html>