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Scoping the Enterprise LLM Market

AI + a16z

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Evolution of Language Models and Custom Chip Building

The chapter explores the evolution of language models and the challenges in building custom chips to support various architectures. It discusses the transition from CPUs to data parallel systems like transformers, the balance needed between flexibility and performance in hardware design, and the financial justifications for creating bespoke neural network chips.

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