Whales, Generative AI and Enterprise use cases
Whales, Generative AI and Enterprise use cases Whales are symbol of vastness, communication and wisdom across the world, power of whales has inspired numerous stories including Mobi Dick amongst other. The race of illusive 'white whale' is now shifted in digital ocean in the world of Generative AI. This article shares how language models are evolving with analogy of whales and how small units of focused models (Orca) should be the focus area for enterprise AI and Analytics. Why Whales and Language Models Nomenclature of language models as whales is not just a coincidence, the metaphor has strong correlation. Whale-Beluga-Orca Whale-beluga-orca metaphor highlights the dynamic relationship between large and small language models, Large Models a.k.a. foundational models provides vast knowledge with sizable processing power, hence termed whale (blue whale), Small Models leverage foundational models to become specific and agile for one of more set of tasks. Interesting metaphor in...
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