undefined - Initial Deployment
Browse files- README.md +7 -5
- index.html +417 -19
README.md
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---
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title:
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emoji:
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colorFrom:
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colorTo:
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sdk: static
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pinned: false
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---
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Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
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---
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title: llm
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emoji: 🐳
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colorFrom: gray
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colorTo: pink
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sdk: static
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pinned: false
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tags:
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- deepsite
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---
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Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
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index.html
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<!
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<html>
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| 1 |
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<!DOCTYPE html>
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| 2 |
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<html lang="en">
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| 3 |
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<head>
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| 4 |
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<meta charset="UTF-8">
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| 5 |
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<meta name="viewport" content="width=device-width, initial-scale=1.0">
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| 6 |
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<title>LLM4Law - Legal LLM Benchmarks</title>
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| 7 |
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<script src="https://cdn.tailwindcss.com"></script>
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| 8 |
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<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.4.0/css/all.min.css">
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| 9 |
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<script>
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tailwind.config = {
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| 11 |
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theme: {
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| 12 |
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extend: {
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| 13 |
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colors: {
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| 14 |
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'legal-blue': '#1a365d',
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| 15 |
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'legal-gold': '#d4af37',
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| 16 |
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}
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| 17 |
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}
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| 18 |
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}
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| 19 |
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}
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</script>
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<style>
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.gradient-bg {
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| 23 |
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background: linear-gradient(135deg, #1a365d 0%, #2c5282 100%);
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}
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| 25 |
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.table-row-hover:hover {
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background-color: #f7fafc;
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| 27 |
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transform: translateY(-2px);
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| 28 |
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box-shadow: 0 4px 6px -1px rgba(0, 0, 0, 0.1);
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| 29 |
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}
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| 30 |
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.scrollbar-hide::-webkit-scrollbar {
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| 31 |
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display: none;
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| 32 |
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}
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| 33 |
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</style>
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| 34 |
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</head>
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| 35 |
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<body class="bg-gray-50 font-sans">
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| 36 |
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<!-- Header -->
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| 37 |
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<header class="gradient-bg text-white shadow-lg">
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<div class="container mx-auto px-4 py-6">
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| 39 |
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<div class="flex flex-col md:flex-row justify-between items-center">
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| 40 |
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<div class="flex items-center mb-4 md:mb-0">
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| 41 |
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<i class="fas fa-balance-scale text-3xl mr-3 text-legal-gold"></i>
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| 42 |
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<div>
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| 43 |
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<h1 class="text-2xl font-bold">LLM4Law</h1>
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| 44 |
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<p class="text-sm opacity-80">Legal LLM Benchmarking</p>
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</div>
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</div>
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<nav class="flex space-x-6">
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<a href="#" class="hover:text-legal-gold transition">Home</a>
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| 49 |
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<a href="#" class="hover:text-legal-gold transition">Benchmarks</a>
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| 50 |
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<a href="#" class="hover:text-legal-gold transition">Methodology</a>
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<a href="#" class="hover:text-legal-gold transition">About</a>
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| 52 |
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</nav>
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| 53 |
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</div>
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| 54 |
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</div>
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</header>
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<!-- Hero Section -->
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<section class="gradient-bg text-white py-16">
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<div class="container mx-auto px-4 text-center">
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<h2 class="text-3xl md:text-4xl font-bold mb-4">Legal LLM Benchmarking</h2>
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<p class="text-xl max-w-3xl mx-auto mb-8">
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| 62 |
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Quantitative analysis of local LLMs performance on legal tasks
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| 63 |
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</p>
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| 64 |
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<div class="flex flex-col md:flex-row justify-center gap-4">
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| 65 |
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<button class="bg-legal-gold hover:bg-yellow-600 text-legal-blue font-bold py-3 px-6 rounded-lg transition">
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| 66 |
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View Latest Results
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| 67 |
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</button>
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| 68 |
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<button class="border border-legal-gold hover:bg-white hover:bg-opacity-10 text-white font-bold py-3 px-6 rounded-lg transition">
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| 69 |
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Learn About Methodology
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| 70 |
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</button>
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| 71 |
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</div>
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| 72 |
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</div>
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| 73 |
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</section>
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<!-- Main Content -->
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| 76 |
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<main class="container mx-auto px-4 py-12">
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| 77 |
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<!-- Benchmark Table Section -->
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| 78 |
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<section class="mb-16">
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| 79 |
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<div class="flex justify-between items-center mb-8">
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| 80 |
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<h2 class="text-2xl font-bold text-legal-blue">Legal Task Benchmarks</h2>
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| 81 |
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<div class="flex items-center space-x-4">
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| 82 |
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<div class="relative">
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| 83 |
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<select class="appearance-none bg-white border border-gray-300 rounded-lg pl-4 pr-10 py-2 focus:outline-none focus:ring-2 focus:ring-legal-blue">
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| 84 |
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<option>All Models</option>
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| 85 |
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<option>Llama 2</option>
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| 86 |
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<option>Mistral</option>
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| 87 |
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<option>GPT4All</option>
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| 88 |
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</select>
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| 89 |
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<i class="fas fa-chevron-down absolute right-3 top-3 text-gray-500"></i>
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| 90 |
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</div>
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| 91 |
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<button class="bg-legal-blue hover:bg-blue-900 text-white px-4 py-2 rounded-lg transition">
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| 92 |
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<i class="fas fa-download mr-2"></i> Export Data
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| 93 |
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</button>
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| 94 |
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</div>
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| 95 |
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</div>
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| 96 |
+
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| 97 |
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<div class="bg-white rounded-xl shadow-md overflow-hidden">
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| 98 |
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<div class="overflow-x-auto scrollbar-hide">
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| 99 |
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<table class="min-w-full divide-y divide-gray-200">
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| 100 |
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<thead class="bg-gray-50">
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| 101 |
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<tr>
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| 102 |
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<th scope="col" class="px-6 py-3 text-left text-xs font-medium text-gray-500 uppercase tracking-wider">
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| 103 |
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Model
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| 104 |
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</th>
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| 105 |
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<th scope="col" class="px-6 py-3 text-left text-xs font-medium text-gray-500 uppercase tracking-wider">
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| 106 |
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Version
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| 107 |
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</th>
|
| 108 |
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<th scope="col" class="px-6 py-3 text-left text-xs font-medium text-gray-500 uppercase tracking-wider">
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| 109 |
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Contract Analysis
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| 110 |
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</th>
|
| 111 |
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<th scope="col" class="px-6 py-3 text-left text-xs font-medium text-gray-500 uppercase tracking-wider">
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| 112 |
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Case Prediction
|
| 113 |
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</th>
|
| 114 |
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<th scope="col" class="px-6 py-3 text-left text-xs font-medium text-gray-500 uppercase tracking-wider">
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| 115 |
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Legal Research
|
| 116 |
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</th>
|
| 117 |
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<th scope="col" class="px-6 py-3 text-left text-xs font-medium text-gray-500 uppercase tracking-wider">
|
| 118 |
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Document Drafting
|
| 119 |
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</th>
|
| 120 |
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<th scope="col" class="px-6 py-3 text-left text-xs font-medium text-gray-500 uppercase tracking-wider">
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| 121 |
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Overall
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| 122 |
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</th>
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| 123 |
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</tr>
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| 124 |
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</thead>
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| 125 |
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<tbody class="bg-white divide-y divide-gray-200">
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| 126 |
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<!-- Sample Data Rows -->
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| 127 |
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<tr class="table-row-hover transition cursor-pointer">
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| 128 |
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<td class="px-6 py-4 whitespace-nowrap">
|
| 129 |
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<div class="flex items-center">
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| 130 |
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<div class="flex-shrink-0 h-10 w-10 bg-blue-100 rounded-full flex items-center justify-center">
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| 131 |
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<i class="fas fa-robot text-blue-600"></i>
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| 132 |
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</div>
|
| 133 |
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<div class="ml-4">
|
| 134 |
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<div class="text-sm font-medium text-gray-900">Llama 2</div>
|
| 135 |
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<div class="text-sm text-gray-500">Meta</div>
|
| 136 |
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</div>
|
| 137 |
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</div>
|
| 138 |
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</td>
|
| 139 |
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<td class="px-6 py-4 whitespace-nowrap text-sm text-gray-500">
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| 140 |
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7B-chat
|
| 141 |
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</td>
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| 142 |
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<td class="px-6 py-4 whitespace-nowrap">
|
| 143 |
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<div class="flex items-center">
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| 144 |
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<div class="w-24 bg-gray-200 rounded-full h-2.5">
|
| 145 |
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<div class="bg-green-500 h-2.5 rounded-full" style="width: 78%"></div>
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| 146 |
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</div>
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| 147 |
+
<span class="ml-2 text-sm font-medium text-gray-700">78%</span>
|
| 148 |
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</div>
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| 149 |
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</td>
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| 150 |
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<td class="px-6 py-4 whitespace-nowrap">
|
| 151 |
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<div class="flex items-center">
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| 152 |
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<div class="w-24 bg-gray-200 rounded-full h-2.5">
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| 153 |
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<div class="bg-yellow-500 h-2.5 rounded-full" style="width: 65%"></div>
|
| 154 |
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</div>
|
| 155 |
+
<span class="ml-2 text-sm font-medium text-gray-700">65%</span>
|
| 156 |
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</div>
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| 157 |
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</td>
|
| 158 |
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<td class="px-6 py-4 whitespace-nowrap">
|
| 159 |
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<div class="flex items-center">
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| 160 |
+
<div class="w-24 bg-gray-200 rounded-full h-2.5">
|
| 161 |
+
<div class="bg-red-500 h-2.5 rounded-full" style="width: 52%"></div>
|
| 162 |
+
</div>
|
| 163 |
+
<span class="ml-2 text-sm font-medium text-gray-700">52%</span>
|
| 164 |
+
</div>
|
| 165 |
+
</td>
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<td class="px-6 py-4 whitespace-nowrap">
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<div class="w-24 bg-gray-200 rounded-full h-2.5">
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<div class="bg-green-500 h-2.5 rounded-full" style="width: 82%"></div>
|
| 170 |
+
</div>
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| 171 |
+
<span class="ml-2 text-sm font-medium text-gray-700">82%</span>
|
| 172 |
+
</div>
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| 173 |
+
</td>
|
| 174 |
+
<td class="px-6 py-4 whitespace-nowrap text-sm font-bold text-legal-blue">
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| 175 |
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72%
|
| 176 |
+
</td>
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| 177 |
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| 178 |
+
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| 179 |
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<i class="fas fa-cloud text-purple-600"></i>
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</div>
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<div class="ml-4">
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<div class="text-sm font-medium text-gray-900">Mistral</div>
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| 188 |
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<div class="text-sm text-gray-500">Mistral AI</div>
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| 189 |
+
</div>
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| 190 |
+
</div>
|
| 191 |
+
</td>
|
| 192 |
+
<td class="px-6 py-4 whitespace-nowrap text-sm text-gray-500">
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| 193 |
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7B-v0.1
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| 194 |
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| 195 |
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<div class="w-24 bg-gray-200 rounded-full h-2.5">
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<div class="bg-green-500 h-2.5 rounded-full" style="width: 85%"></div>
|
| 199 |
+
</div>
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| 200 |
+
<span class="ml-2 text-sm font-medium text-gray-700">85%</span>
|
| 201 |
+
</div>
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| 202 |
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</td>
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<td class="px-6 py-4 whitespace-nowrap">
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<div class="w-24 bg-gray-200 rounded-full h-2.5">
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<div class="bg-green-500 h-2.5 rounded-full" style="width: 78%"></div>
|
| 207 |
+
</div>
|
| 208 |
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<span class="ml-2 text-sm font-medium text-gray-700">78%</span>
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| 209 |
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</div>
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</td>
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<td class="px-6 py-4 whitespace-nowrap">
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<div class="w-24 bg-gray-200 rounded-full h-2.5">
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<div class="bg-yellow-500 h-2.5 rounded-full" style="width: 68%"></div>
|
| 215 |
+
</div>
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| 216 |
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<span class="ml-2 text-sm font-medium text-gray-700">68%</span>
|
| 217 |
+
</div>
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</td>
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<div class="bg-green-500 h-2.5 rounded-full" style="width: 88%"></div>
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| 223 |
+
</div>
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| 224 |
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<span class="ml-2 text-sm font-medium text-gray-700">88%</span>
|
| 225 |
+
</div>
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| 226 |
+
</td>
|
| 227 |
+
<td class="px-6 py-4 whitespace-nowrap text-sm font-bold text-legal-blue">
|
| 228 |
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80%
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| 230 |
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<tr class="table-row-hover transition cursor-pointer">
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<i class="fas fa-laptop-code text-green-600"></i>
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</div>
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<div class="ml-4">
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<div class="text-sm font-medium text-gray-900">GPT4All</div>
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<div class="text-sm text-gray-500">Nomic AI</div>
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+
</div>
|
| 242 |
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</div>
|
| 243 |
+
</td>
|
| 244 |
+
<td class="px-6 py-4 whitespace-nowrap text-sm text-gray-500">
|
| 245 |
+
Falcon-7B
|
| 246 |
+
</td>
|
| 247 |
+
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|
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<div class="w-24 bg-gray-200 rounded-full h-2.5">
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<div class="bg-yellow-500 h-2.5 rounded-full" style="width: 72%"></div>
|
| 251 |
+
</div>
|
| 252 |
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<span class="ml-2 text-sm font-medium text-gray-700">72%</span>
|
| 253 |
+
</div>
|
| 254 |
+
</td>
|
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<div class="bg-yellow-500 h-2.5 rounded-full" style="width: 70%"></div>
|
| 259 |
+
</div>
|
| 260 |
+
<span class="ml-2 text-sm font-medium text-gray-700">70%</span>
|
| 261 |
+
</div>
|
| 262 |
+
</td>
|
| 263 |
+
<td class="px-6 py-4 whitespace-nowrap">
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<div class="w-24 bg-gray-200 rounded-full h-2.5">
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| 266 |
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<div class="bg-red-500 h-2.5 rounded-full" style="width: 58%"></div>
|
| 267 |
+
</div>
|
| 268 |
+
<span class="ml-2 text-sm font-medium text-gray-700">58%</span>
|
| 269 |
+
</div>
|
| 270 |
+
</td>
|
| 271 |
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<td class="px-6 py-4 whitespace-nowrap">
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<div class="flex items-center">
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<div class="w-24 bg-gray-200 rounded-full h-2.5">
|
| 274 |
+
<div class="bg-green-500 h-2.5 rounded-full" style="width: 80%"></div>
|
| 275 |
+
</div>
|
| 276 |
+
<span class="ml-2 text-sm font-medium text-gray-700">80%</span>
|
| 277 |
+
</div>
|
| 278 |
+
</td>
|
| 279 |
+
<td class="px-6 py-4 whitespace-nowrap text-sm font-bold text-legal-blue">
|
| 280 |
+
70%
|
| 281 |
+
</td>
|
| 282 |
+
</tr>
|
| 283 |
+
</tbody>
|
| 284 |
+
</table>
|
| 285 |
+
</div>
|
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+
</div>
|
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+
</section>
|
| 288 |
+
|
| 289 |
+
<!-- Methodology Section -->
|
| 290 |
+
<section class="mb-16">
|
| 291 |
+
<h2 class="text-2xl font-bold text-legal-blue mb-6">Benchmark Methodology</h2>
|
| 292 |
+
<div class="grid md:grid-cols-3 gap-8">
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<div class="bg-blue-100 w-12 h-12 rounded-full flex items-center justify-center mb-4">
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+
<i class="fas fa-clipboard-check text-blue-600 text-xl"></i>
|
| 296 |
+
</div>
|
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+
<h3 class="text-lg font-semibold mb-2">Task Selection</h3>
|
| 298 |
+
<p class="text-gray-600">
|
| 299 |
+
Carefully curated legal tasks representing real-world scenarios including contract analysis, case prediction, legal research, and document drafting.
|
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+
</p>
|
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</div>
|
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<div class="bg-white p-6 rounded-xl shadow-md">
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<div class="bg-purple-100 w-12 h-12 rounded-full flex items-center justify-center mb-4">
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<i class="fas fa-tasks text-purple-600 text-xl"></i>
|
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+
</div>
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+
<h3 class="text-lg font-semibold mb-2">Evaluation Criteria</h3>
|
| 307 |
+
<p class="text-gray-600">
|
| 308 |
+
Each task is evaluated on accuracy, legal reasoning, citation quality, and practical applicability by a panel of IP attorneys.
|
| 309 |
+
</p>
|
| 310 |
+
</div>
|
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+
<div class="bg-white p-6 rounded-xl shadow-md">
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<div class="bg-green-100 w-12 h-12 rounded-full flex items-center justify-center mb-4">
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<i class="fas fa-server text-green-600 text-xl"></i>
|
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+
</div>
|
| 315 |
+
<h3 class="text-lg font-semibold mb-2">Testing Environment</h3>
|
| 316 |
+
<p class="text-gray-600">
|
| 317 |
+
All models tested on identical hardware (RTX 4090, 64GB RAM) with standardized prompts and temperature settings for fair comparison.
|
| 318 |
+
</p>
|
| 319 |
+
</div>
|
| 320 |
+
</div>
|
| 321 |
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</section>
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+
|
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<!-- Updates Section -->
|
| 324 |
+
<section>
|
| 325 |
+
<h2 class="text-2xl font-bold text-legal-blue mb-6">Latest Updates</h2>
|
| 326 |
+
<div class="bg-white rounded-xl shadow-md overflow-hidden">
|
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+
<div class="p-6">
|
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+
<div class="flex items-start mb-6 pb-6 border-b border-gray-100">
|
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<div class="bg-legal-blue text-white rounded-lg p-3 mr-4">
|
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+
<i class="fas fa-bullhorn text-xl"></i>
|
| 331 |
+
</div>
|
| 332 |
+
<div>
|
| 333 |
+
<h3 class="font-semibold mb-1">New Benchmark: Mistral 7B vs. Llama 2 7B</h3>
|
| 334 |
+
<p class="text-gray-600 mb-2">Added comprehensive comparison between the two leading 7B parameter models on contract analysis tasks.</p>
|
| 335 |
+
<span class="text-sm text-gray-500">Posted: June 15, 2023</span>
|
| 336 |
+
</div>
|
| 337 |
+
</div>
|
| 338 |
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<div class="flex items-start">
|
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<div class="bg-legal-gold text-legal-blue rounded-lg p-3 mr-4">
|
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<i class="fas fa-chart-line text-xl"></i>
|
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</div>
|
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+
<div>
|
| 343 |
+
<h3 class="font-semibold mb-1">Methodology Update</h3>
|
| 344 |
+
<p class="text-gray-600 mb-2">Refined our evaluation criteria for legal research tasks to better assess citation accuracy and relevance.</p>
|
| 345 |
+
<span class="text-sm text-gray-500">Posted: May 28, 2023</span>
|
| 346 |
+
</div>
|
| 347 |
+
</div>
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| 348 |
+
</div>
|
| 349 |
+
<div class="bg-gray-50 px-6 py-3 text-right">
|
| 350 |
+
<a href="#" class="text-legal-blue font-medium hover:underline">View All Updates →</a>
|
| 351 |
+
</div>
|
| 352 |
+
</div>
|
| 353 |
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</section>
|
| 354 |
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+
<!-- Footer -->
|
| 357 |
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+
<h3 class="text-lg font-semibold mb-4">LLM4Law</h3>
|
| 362 |
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<p class="text-gray-300">
|
| 363 |
+
Independent benchmarking of local LLMs for legal applications by IP attorneys.
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| 364 |
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</p>
|
| 365 |
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|
| 366 |
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<div>
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| 367 |
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|
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<div>
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| 384 |
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<h4 class="text-lg font-semibold mb-4">Connect</h4>
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+
alert('Navigating to detailed view for ' + this.querySelector('td:first-child .text-gray-900').textContent);
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