"Small language models (SLMs) provide agility, cost-effective resources, and rapid prototyping, along with enhanced security and privacy for organizational data."
"LiteLLM is an open-source gateway for unified LLM access, allowing developers to integrate different LLMs as easily as calling OpenAI's API."
The rise of AI in enterprises has led to the increasing use of large language models (LLMs), exemplified by LiteLLM, an open-source tool for unified LLM access. It enables developers to work with various LLMs as easily as the OpenAI API, allowing for features like fallbacks and real-time monitoring. However, many readers expressed interest in small language models (SLMs). These models, unlike their larger counterparts, offer advantages such as cost-efficiency, agility, enhanced data security, and the ability for rapid prototyping, making them suitable for organizations wanting to maintain control over their data.
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