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<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>AI Model Trainer - Train & Store Your Models</title>
<meta name="description" content="Train your own AI models with custom datasets and automatically store them in your account">
<link rel="stylesheet" href="assets/css/styles.css">
<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.4.0/css/all.min.css">
</head>
<body>
<!-- Navigation -->
<nav class="navbar">
<div class="nav-container">
<div class="nav-brand">
<i class="fas fa-brain"></i>
<span>AI Model Trainer</span>
</div>
<div class="nav-links">
<a href="#" class="nav-link" data-page="dashboard">Dashboard</a>
<a href="#" class="nav-link" data-page="train">Train Model</a>
<a href="#" class="nav-link" data-page="models">My Models</a>
<div class="user-menu">
<button class="user-btn" id="userBtn">
<i class="fas fa-user-circle"></i>
<span id="username">Guest</span>
</button>
<div class="user-dropdown" id="userDropdown">
<a href="#" class="dropdown-item" data-page="profile">Profile</a>
<a href="#" class="dropdown-item" data-page="settings">Settings</a>
<hr>
<a href="#" class="dropdown-item" id="logoutBtn">Logout</a>
</div>
</div>
</div>
</div>
</nav>
<!-- Login Modal -->
<div class="modal" id="loginModal">
<div class="modal-content">
<div class="modal-header">
<h2>Login to Your Account</h2>
<button class="close-btn" id="closeLoginModal">×</button>
</div>
<div class="modal-body">
<form id="loginForm">
<div class="form-group">
<label for="email">Email</label>
<input type="email" id="email" required>
</div>
<div class="form-group">
<label for="password">Password</label>
<input type="password" id="password" required>
</div>
<button type="submit" class="btn btn-primary">Login</button>
</form>
<p class="switch-form">
Don't have an account? <a href="#" id="showRegister">Register</a>
</p>
</div>
</div>
</div>
<!-- Register Modal -->
<div class="modal" id="registerModal">
<div class="modal-content">
<div class="modal-header">
<h2>Create Account</h2>
<button class="close-btn" id="closeRegisterModal">×</button>
</div>
<div class="modal-body">
<form id="registerForm">
<div class="form-group">
<label for="regName">Full Name</label>
<input type="text" id="regName" required>
</div>
<div class="form-group">
<label for="regEmail">Email</label>
<input type="email" id="regEmail" required>
</div>
<div class="form-group">
<label for="regPassword">Password</label>
<input type="password" id="regPassword" required>
</div>
<button type="submit" class="btn btn-primary">Create Account</button>
</form>
<p class="switch-form">
Already have an account? <a href="#" id="showLogin">Login</a>
</p>
</div>
</div>
</div>
<!-- Main Content -->
<main class="main-content">
<!-- Dashboard Page -->
<section class="page" id="dashboardPage">
<div class="container">
<div class="page-header">
<h1>Welcome back, <span id="dashboardUsername">User</span>!</h1>
<p class="page-subtitle">Start training your AI models today</p>
</div>
<div class="stats-grid">
<div class="stat-card">
<div class="stat-icon">
<i class="fas fa-robot"></i>
</div>
<div class="stat-info">
<h3 id="totalModels">0</h3>
<p>Total Models</p>
</div>
</div>
<div class="stat-card">
<div class="stat-icon">
<i class="fas fa-clock"></i>
</div>
<div class="stat-info">
<h3 id="trainingHours">0</h3>
<p>Training Hours</p>
</div>
</div>
<div class="stat-card">
<div class="stat-icon">
<i class="fas fa-database"></i>
</div>
<div class="stat-info">
<h3 id="datasetsUsed">0</h3>
<p>Datasets Used</p>
</div>
</div>
<div class="stat-card">
<div class="stat-icon">
<i class="fas fa-chart-line"></i>
</div>
<div class="stat-info">
<h3 id="avgAccuracy">0%</h3>
<p>Avg. Accuracy</p>
</div>
</div>
</div>
<div class="quick-actions">
<h2>Quick Actions</h2>
<div class="action-grid">
<button class="action-card" data-page="train">
<i class="fas fa-plus-circle"></i>
<h3>Train New Model</h3>
<p>Start training with a new dataset</p>
</button>
<button class="action-card" data-page="models">
<i class="fas fa-folder-open"></i>
<h3>View Models</h3>
<p>Browse your trained models</p>
</button>
<button class="action-card" onclick="showTutorial()">
<i class="fas fa-book"></i>
<h3>Tutorial</h3>
<p>Learn how to train models</p>
</button>
</div>
</div>
</div>
</section>
<!-- Train Model Page -->
<section class="page hidden" id="trainPage">
<div class="container">
<div class="page-header">
<h1>Train New Model</h1>
<p class="page-subtitle">Configure and train your AI model with custom datasets</p>
</div>
<div class="train-form-container">
<form id="trainForm">
<div class="form-section">
<h3>Model Configuration</h3>
<div class="form-row">
<div class="form-group">
<label for="modelName">Model Name</label>
<input type="text" id="modelName" placeholder="e.g., sentiment-analyzer-v1" required>
</div>
<div class="form-group">
<label for="modelType">Model Type</label>
<select id="modelType" required>
<option value="">Select model type</option>
<option value="classification">Classification</option>
<option value="regression">Regression</option>
<option value="nlp">Natural Language Processing</option>
<option value="cv">Computer Vision</option>
</select>
</div>
</div>
</div>
<div class="form-section">
<h3>Dataset Configuration</h3>
<div class="form-group">
<label for="datasetPath">HuggingFace Dataset Path</label>
<input type="text" id="datasetPath" placeholder="e.g., imdb/sentiment" required>
<small>Enter the HuggingFace dataset path (e.g., 'imdb/sentiment')</small>
</div>
<div class="form-row">
<div class="form-group">
<label for="trainSplit">Training Split</label>
<select id="trainSplit">
<option value="train">train</option>
<option value="train[:80%]">train[:80%]</option>
<option value="train[:60%]">train[:60%]</option>
</select>
</div>
<div class="form-group">
<label for="valSplit">Validation Split</label>
<select id="valSplit">
<option value="test">test</option>
<option value="train[-20%:]">train[-20%:]</option>
<option value="validation">validation</option>
</select>
</div>
</div>
</div>
<div class="form-section">
<h3>Training Parameters</h3>
<div class="form-row">
<div class="form-group">
<label for="epochs">Epochs</label>
<input type="number" id="epochs" min="1" max="100" value="10">
</div>
<div class="form-group">
<label for="batchSize">Batch Size</label>
<input type="number" id="batchSize" min="1" max="512" value="32">
</div>
<div class="form-group">
<label for="learningRate">Learning Rate</label>
<input type="number" id="learningRate" min="0.0001" max="1" step="0.0001" value="0.001">
</div>
</div>
</div>
<div class="form-section">
<h3>Advanced Options</h3>
<div class="form-group checkbox-group">
<label>
<input type="checkbox" id="autoSave">
Automatically save model checkpoints
</label>
</div>
<div class="form-group checkbox-group">
<label>
<input type="checkbox" id="generateConfig">
Generate configuration files
</label>
</div>
<div class="form-group checkbox-group">
<label>
<input type="checkbox" id="useGPU">
Use GPU acceleration (if available)
</label>
</div>
</div>
<div class="form-actions">
<button type="submit" class="btn btn-primary btn-large">
<i class="fas fa-play"></i>
Start Training
</button>
<button type="button" class="btn btn-secondary" onclick="resetForm()">
<i class="fas fa-redo"></i>
Reset
</button>
</div>
</form>
</div>
</div>
</section>
<!-- Models Page -->
<section class="page hidden" id="modelsPage">
<div class="container">
<div class="page-header">
<h1>My Models</h1>
<p class="page-subtitle">Manage and download your trained models</p>
</div>
<div class="models-filter">
<div class="filter-group">
<input type="text" id="modelSearch" placeholder="Search models...">
<select id="modelFilter">
<option value="all">All Models</option>
<option value="training">Training</option>
<option value="completed">Completed</option>
<option value="failed">Failed</option>
</select>
</div>
<button class="btn btn-primary" data-page="train">
<i class="fas fa-plus"></i>
Train New Model
</button>
</div>
<div class="models-grid" id="modelsGrid">
<!-- Models will be dynamically added here -->
</div>
</div>
</section>
<!-- Profile Page -->
<section class="page hidden" id="profilePage">
<div class="container">
<div class="page-header">
<h1>Profile</h1>
<p class="page-subtitle">Manage your account settings</p>
</div>
<div class="profile-card">
<div class="profile-avatar">
<i class="fas fa-user-circle"></i>
</div>
<div class="profile-info">
<h2 id="profileName">John Doe</h2>
<p id="profileEmail">[email protected]</p>
<p class="member-since">Member since: <span id="memberSince">January 2024</span></p>
</div>
</div>
<div class="settings-section">
<h3>Account Settings</h3>
<div class="setting-item">
<label>Email Notifications</label>
<label class="switch">
<input type="checkbox" checked>
<span class="slider"></span>
</label>
</div>
<div class="setting-item">
<label>Training Completion Alerts</label>
<label class="switch">
<input type="checkbox" checked>
<span class="slider"></span>
</label>
</div>
<div class="setting-item">
<label>Public Profile</label>
<label class="switch">
<input type="checkbox">
<span class="slider"></span>
</label>
</div>
</div>
</div>
</section>
</main>
<!-- Training Progress Modal -->
<div class="modal" id="trainingModal">
<div class="modal-content modal-large">
<div class="modal-header">
<h2>Training Progress</h2>
<button class="close-btn" id="closeTrainingModal">×</button>
</div>
<div class="modal-body">
<div class="training-info">
<p><strong>Model:</strong> <span id="trainingModelName"></span></p>
<p><strong>Dataset:</strong> <span id="trainingDataset"></span></p>
</div>
<div class="progress-container">
<div class="progress-bar">
<div class="progress-fill" id="progressFill"></div>
</div>
<p class="progress-text"><span id="progressPercent">0</span>% - Epoch <span id="currentEpoch">0</span>/<span id="totalEpochs">0</span></p>
</div>
<div class="training-metrics">
<div class="metric">
<i class="fas fa-chart-line"></i>
<div>
<p>Loss</p>
<h4 id="currentLoss">0.000</h4>
</div>
</div>
<div class="metric">
<i class="fas fa-bullseye"></i>
<div>
<p>Accuracy</p>
<h4 id="currentAccuracy">0.00%</h4>
</div>
</div>
<div class="metric">
<i class="fas fa-clock"></i>
<div>
<p>Time Elapsed</p>
<h4 id="timeElapsed">00:00</h4>
</div>
</div>
</div>
<div class="training-logs">
<h4>Training Logs</h4>
<div class="log-container" id="logContainer"></div>
</div>
<div class="training-actions">
<button class="btn btn-danger" id="stopTraining">
<i class="fas fa-stop"></i>
Stop Training
</button>
<button class="btn btn-secondary" id="pauseTraining">
<i class="fas fa-pause"></i>
Pause
</button>
</div>
</div>
</div>
</div>
<!-- Toast Notification -->
<div class="toast" id="toast">
<div class="toast-content">
<i class="fas fa-check-circle"></i>
<span id="toastMessage">Operation successful!</span>
</div>
</div>
<script src="assets/js/app.js"></script>
</body>
</html> |