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Book Overview & Buying
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Table Of Contents
LLMs in Enterprise
By :
Deploying LLMs in enterprise settings is a critical phase that bridges theoretical model capabilities with practical, real-world applications. This chapter explores the multifaceted journey of LLM deployment, focusing on the technical, regulatory, and operational considerations that organizations must address to bring these models into production.
Deploying LLMs involves more than simply launching a model; it requires robust infrastructure, meticulous planning, and alignment with business objectives to ensure the models meet high standards of performance, compliance, and security. To illustrate these concepts, we’ll first use the deployment of a typical LLM as an example, which reflects the initial stages many organizations encounter. Typical LLM deployments focus on processing text data, addressing challenges such as latency, scalability, and compliance within standard use cases like customer service automation and content generation...