Building the Future of Generative AI: Compound AI Systems
Briefly

from Medium3 months ago
The future of AI lies in compound systems, where a mix of models and external data collaborate to enhance performance, speed, and output quality.
Mediumhttps://odsc.medium.com/building-the-future-of-generative-ai-compound-ai-systems-db4bbb2101a8
By harnessing the unique strengths of each component and integrating real-time data, compound AI can offer tailored solutions that traditional monolithic models cannot provide.
Mediumhttps://odsc.medium.com/building-the-future-of-generative-ai-compound-ai-systems-db4bbb2101a8
Transitioning to compound AI requires innovative tools and methodologies to allow systems to be customized for specific workloads, enabling scalable production deployments.
Mediumhttps://odsc.medium.com/building-the-future-of-generative-ai-compound-ai-systems-db4bbb2101a8
Methods like adaptive speculative execution optimize inference by using draft models in conjunction with main LLMs, enhancing the efficiency of compound AI systems.
Mediumhttps://odsc.medium.com/building-the-future-of-generative-ai-compound-ai-systems-db4bbb2101a8
Read at Medium
#compound-ai #generative-ai #adaptive-systems #machine-learning #enterprise-ai
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