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README.md
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author = {[Michele Montebovi]},
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title = {Alireo-400M: A Lightweight Italian Language Model},
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year = {2024},
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<!DOCTYPE html>
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<html lang="en">
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<head>
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<style>
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body {
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font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, sans-serif;
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line-height: 1.6;
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max-width: 800px;
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margin: 0 auto;
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padding: 20px;
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background-color: #f5f5f5;
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}
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.container {
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background-color: white;
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padding: 30px;
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border-radius: 10px;
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box-shadow: 0 2px 4px rgba(0,0,0,0.1);
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}
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h1 {
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color: #2c3e50;
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border-bottom: 2px solid #3498db;
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padding-bottom: 10px;
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margin-bottom: 30px;
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}
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h2 {
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color: #2980b9;
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margin-top: 25px;
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}
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.features-list {
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background-color: #f8f9fa;
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padding: 20px;
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border-radius: 5px;
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border-left: 4px solid #3498db;
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}
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.citation {
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background-color: #f8f9fa;
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padding: 15px;
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border-radius: 5px;
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font-family: monospace;
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white-space: pre-wrap;
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}
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.performance {
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margin: 20px 0;
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}
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.limitations {
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background-color: #fff3f3;
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padding: 20px;
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border-radius: 5px;
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border-left: 4px solid #e74c3c;
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}
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.requirements {
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background-color: #f0f9ff;
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padding: 20px;
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border-radius: 5px;
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border-left: 4px solid #2ecc71;
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}
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</style>
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</head>
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<body>
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<div class="container">
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<h1>๐ค Alireo-400M Model Card</h1>
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<h2>๐ Model Description</h2>
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<p>Alireo-400M is a lightweight yet powerful Italian language model with 400M parameters, designed to provide efficient natural language processing capabilities while maintaining a smaller footprint compared to larger models.</p>
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<h2>โจ Key Features</h2>
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<div class="features-list">
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<ul>
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<li>๐๏ธ <strong>Architecture:</strong> Transformer-based language model</li>
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<li>๐ <strong>Parameters:</strong> 400M</li>
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<li>๐ช <strong>Context Window:</strong> 8K tokens</li>
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<li>๐ <strong>Training Data:</strong> Curated Italian text corpus (books, articles, web content)</li>
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<li>๐พ <strong>Model Size:</strong> ~800MB</li>
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</ul>
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</div>
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<h2>๐ Performance</h2>
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<div class="performance">
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<p>Despite its compact size, Alireo-400M demonstrates impressive performance:</p>
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<ul>
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<li>๐ Outperforms Qwen 0.5B across multiple benchmarks</li>
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<li>๐ฏ Maintains high accuracy in Italian language understanding tasks</li>
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<li>โก Efficient inference speed due to optimized architecture</li>
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</ul>
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</div>
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<h2>โ ๏ธ Limitations</h2>
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<div class="limitations">
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<ul>
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<li>Limited context window compared to larger models</li>
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<li>May struggle with highly specialized technical content</li>
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<li>Performance may vary on dialectal variations</li>
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<li>Not suitable for multilingual tasks</li>
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</ul>
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</div>
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<h2>๐ป Hardware Requirements</h2>
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<div class="requirements">
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<ul>
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<li>๐ฎ <strong>Minimum RAM:</strong> 2GB</li>
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<li>๐ช <strong>Recommended RAM:</strong> 4GB</li>
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<li>๐จ <strong>GPU:</strong> Optional, but recommended for faster inference</li>
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<li>๐ฟ <strong>Disk Space:</strong> ~1GB (including model and dependencies)</li>
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</ul>
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</div>
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<h2>๐ License</h2>
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<p>Apache 2.0</p>
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<h2>๐ Citation</h2>
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<div class="citation">@software{alireo2024,
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author = {[Michele Montebovi]},
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title = {Alireo-400M: A Lightweight Italian Language Model},
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year = {2024},
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}</div>
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</div>
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</body>
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</html>
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