The rise of AI in enterprises has highlighted the use of large-language models (LLMs), with tools like LiteLLM enabling streamlined access to various LLMs for developers. This allows for unified integration and real-time monitoring. However, there’s growing interest in small language models (SLMs) among InfoWorld readers. Smart Answers, a proprietary LLM, advocates for SLMs based on input from IT leaders, emphasizing their numerous advantages. SLMs are agile, cost-effective, and support rapid prototyping while enhancing security and data privacy. They provide better customization options, making them an optimal choice for organizations looking to maintain control over their data. In summary, while LLMs dominate the conversation, SLMs offer significant benefits that can suit specific organizational needs better.
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The Advantages of Small Language Models for Enterprises – Computerworld

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