File size: 11,784 Bytes
47b04e4 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 |
<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>LM Studios - AI Model Trainer</title>
<script src="https://cdn.tailwindcss.com"></script>
<script src="https://unpkg.com/feather-icons"></script>
<script src="https://cdn.jsdelivr.net/npm/feather-icons/dist/feather.min.js"></script>
<style>
.training-progress::-webkit-progress-value {
background-color: #10b981;
border-radius: 4px;
}
.training-progress::-webkit-progress-bar {
background-color: #374151;
border-radius: 4px;
}
.dataset-card:hover {
transform: translateY(-3px);
box-shadow: 0 6px 12px rgba(16, 185, 129, 0.2);
}
</style>
</head>
<body class="bg-gray-900 text-gray-100 min-h-screen">
<div class="container mx-auto px-4 py-6">
<!-- Header -->
<header class="flex justify-between items-center mb-6 border-b border-teal-500 pb-4">
<div class="flex items-center space-x-3">
<i data-feather="activity" class="w-8 h-8 text-teal-400"></i>
<h1 class="text-2xl font-bold text-teal-400">AI Model Trainer</h1>
</div>
<button class="text-teal-300 hover:text-white flex items-center">
<i data-feather="settings" class="mr-2"></i> Training Settings
</button>
</header>
<!-- Training Dashboard -->
<div class="grid grid-cols-1 lg:grid-cols-3 gap-6 mb-8">
<!-- Current Training -->
<div class="bg-gray-800/70 rounded-xl p-6 border border-teal-500/30">
<h3 class="text-lg font-bold mb-4 text-teal-300">Active Training</h3>
<div class="flex items-center justify-between mb-2">
<span class="text-sm">Llama 3 Fine-tuning</span>
<span class="text-xs bg-teal-900/50 text-teal-300 px-2 py-1 rounded">Running</span>
</div>
<progress value="65" max="100" class="training-progress w-full h-2 mb-2"></progress>
<div class="flex justify-between text-xs text-gray-400">
<span>65% complete</span>
<span>ETA: 1h 23m</span>
</div>
<div class="mt-4 grid grid-cols-2 gap-2 text-sm">
<div>
<span class="text-gray-400">Loss:</span>
<span class="font-medium">0.42</span>
</div>
<div>
<span class="text-gray-400">LR:</span>
<span class="font-medium">3e-5</span>
</div>
<div>
<span class="text-gray-400">Steps:</span>
<span class="font-medium">12,345</span>
</div>
<div>
<span class="text-gray-400">GPUs:</span>
<span class="font-medium">4x A100</span>
</div>
</div>
<div class="mt-4 flex space-x-2">
<button class="text-xs bg-gray-700 hover:bg-gray-600 px-3 py-1 rounded">
<i data-feather="pause" class="w-3 h-3 mr-1 inline"></i> Pause
</button>
<button class="text-xs bg-red-900/50 hover:bg-red-800/50 px-3 py-1 rounded">
<i data-feather="stop-circle" class="w-3 h-3 mr-1 inline"></i> Stop
</button>
</div>
</div>
<!-- New Training -->
<div class="bg-gray-800/70 rounded-xl p-6 border border-gray-700">
<h3 class="text-lg font-bold mb-4 text-teal-300">Start New Training</h3>
<div class="space-y-4">
<div>
<label class="block text-sm font-medium mb-1">Base Model</label>
<select class="w-full bg-gray-700 border border-gray-600 rounded px-3 py-2">
<option>Llama 3 8B</option>
<option>Llama 3 70B</option>
<option>Mistral 7B</option>
<option>GPT-3.5</option>
</select>
</div>
<div>
<label class="block text-sm font-medium mb-1">Training Data</label>
<select class="w-full bg-gray-700 border border-gray-600 rounded px-3 py-2">
<option>Customer Support Dataset</option>
<option>Technical Documentation</option>
<option>Custom Upload</option>
</select>
</div>
<button class="w-full bg-teal-600 hover:bg-teal-500 py-2 rounded-lg font-medium">
<i data-feather="play" class="w-4 h-4 mr-2 inline"></i> Start Training
</button>
</div>
</div>
<!-- Training History -->
<div class="bg-gray-800/70 rounded-xl p-6 border border-gray-700">
<h3 class="text-lg font-bold mb-4 text-teal-300">Recent Trainings</h3>
<div class="space-y-3">
<div class="p-3 bg-gray-700/50 rounded-lg">
<div class="flex justify-between items-center">
<span class="text-sm font-medium">Llama 3 - 8B</span>
<span class="text-xs bg-green-900/50 text-green-300 px-2 py-1 rounded">Completed</span>
</div>
<div class="text-xs text-gray-400 mt-1">Finished 2 days ago</div>
</div>
<div class="p-3 bg-gray-700/50 rounded-lg">
<div class="flex justify-between items-center">
<span class="text-sm font-medium">Mistral - 7B</span>
<span class="text-xs bg-yellow-900/50 text-yellow-300 px-2 py-1 rounded">Failed</span>
</div>
<div class="text-xs text-gray-400 mt-1">3 days ago</div>
</div>
<div class="p-3 bg-gray-700/50 rounded-lg">
<div class="flex justify-between items-center">
<span class="text-sm font-medium">GPT-3.5</span>
<span class="text-xs bg-green-900/50 text-green-300 px-2 py-1 rounded">Completed</span>
</div>
<div class="text-xs text-gray-400 mt-1">1 week ago</div>
</div>
</div>
</div>
</div>
<!-- Datasets Section -->
<section class="bg-gray-800/70 rounded-xl border border-gray-700 p-6 mb-8">
<div class="flex justify-between items-center mb-6">
<h2 class="text-xl font-bold text-teal-300">Training Datasets</h2>
<button class="bg-teal-600 hover:bg-teal-500 px-4 py-2 rounded-lg font-medium text-sm">
<i data-feather="upload" class="w-4 h-4 mr-2 inline"></i> Upload Dataset
</button>
</div>
<div class="grid grid-cols-1 md:grid-cols-2 lg:grid-cols-3 gap-4">
<div class="dataset-card bg-gray-700/50 p-4 rounded-lg border border-gray-600 transition duration-300 cursor-pointer">
<div class="flex justify-between items-start">
<div>
<h3 class="font-medium mb-1">Customer Support</h3>
<div class="text-xs text-gray-400">12,543 examples</div>
</div>
<span class="text-xs bg-teal-900/50 text-teal-300 px-2 py-1 rounded">QA Pairs</span>
</div>
<div class="mt-3 text-sm text-gray-300">Customer service conversations and responses</div>
</div>
<div class="dataset-card bg-gray-700/50 p-4 rounded-lg border border-gray-600 transition duration-300 cursor-pointer">
<div class="flex justify-between items-start">
<div>
<h3 class="font-medium mb-1">Code Generation</h3>
<div class="text-xs text-gray-400">8,756 examples</div>
</div>
<span class="text-xs bg-purple-900/50 text-purple-300 px-2 py-1 rounded">Code</span>
</div>
<div class="mt-3 text-sm text-gray-300">Programming problems and solutions in multiple languages</div>
</div>
<div class="dataset-card bg-gray-700/50 p-4 rounded-lg border border-gray-600 transition duration-300 cursor-pointer">
<div class="flex justify-between items-start">
<div>
<h3 class="font-medium mb-1">Technical Docs</h3>
<div class="text-xs text-gray-400">5,231 examples</div>
</div>
<span class="text-xs bg-blue-900/50 text-blue-300 px-2 py-1 rounded">Documents</span>
</div>
<div class="mt-3 text-sm text-gray-300">API documentation and technical articles</div>
</div>
</div>
</section>
<!-- Model Evaluation -->
<section class="bg-gray-800/70 rounded-xl border border-gray-700 p-6">
<h2 class="text-xl font-bold mb-6 text-teal-300">Model Evaluation</h2>
<div class="grid grid-cols-1 lg:grid-cols-2 gap-6">
<div>
<h3 class="font-medium mb-3">Performance Metrics</h3>
<div class="bg-gray-700 rounded-lg p-4">
<div class="grid grid-cols-2 gap-4 text-sm">
<div>
<span class="text-gray-400">Accuracy:</span>
<span class="font-medium">87.3%</span>
</div>
<div>
<span class="text-gray-400">BLEU Score:</span>
<span class="font-medium">0.76</span>
</div>
<div>
<span class="text-gray-400">Perplexity:</span>
<span class="font-medium">12.4</span>
</div>
<div>
<span class="text-gray-400">F1 Score:</span>
<span class="font-medium">0.82</span>
</div>
</div>
</div>
</div>
<div>
<h3 class="font-medium mb-3">Test Your Model</h3>
<div class="bg-gray-700 rounded-lg p-4">
<input type="text" placeholder="Enter test input..."
class="w-full bg-gray-600 border border-gray-500 rounded px-3 py-2 mb-3">
<div class="bg-gray-800 p-3 rounded text-sm">
<p class="text-gray-400">Model output will appear here...</p>
</div>
</div>
</div>
</div>
</section>
</div>
<script>
// Initialize feather icons
feather.replace();
</script>
</body>
</html> |