Deploy Falcon 180B on Amazon Sage Maker
<p>Falcon 180B is the latest addition to TII’s Falcon model family, representing a significant advancement in generative AI.</p>
<p>Key Features:</p>
<ul>
<li>It’s a scaled-up version of Falcon 40B, boasting innovations like multiquery attention for enhanced scalability.</li>
<li>Trained on a massive 3.5 trillion tokens, utilizing up to 4096 GPUs and approximately 7,000,000 GPU hours.</li>
<li>It’s 2.5 times larger than Llama 2 and benefits from four times more computational resources.</li>
<li>Training data consists primarily of web content (~85%) and a curated mix of conversations, technical papers, and code (~3%).</li>
<li>Fine-tuned for versatility on chat and instruction datasets from various conversational sources.</li>
</ul>
<p>Commercial Use: Commercial use of Falcon 180B is allowed but with strict limitations, excluding “hosting use.” It’s crucial to review the licensing terms and seek legal advice if considering commercial deployment.</p>
<p>Falcon 180B is poised to make significant contributions to generative AI, setting new benchmarks in natural language understanding and generation.</p>
<p>We’ll jump into main topic how to deploy a Falcon-180B in Amazon sage maker. If you want to more about Falcon-180B model and how to load and use model in consumer hardware.<strong> please checkout previous blog</strong>.</p>
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