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Deliver Tailored, Efficient AI with the Power of Domain Expertise
January 9, 2024 @ 1:00 pm – January 10, 2024 @ 12:00 am
General Large Language Models (LLMs) – like ChatGPT and LlaMA – have captured the public’s attention with their ability to perform a wide range of tasks, from answering questions to writing articles and code. Although these models perform well at broad tasks, without meticulous fine-tuning and refinement, they often fall short when applied to organization-specific use cases.
To address this challenge, the concept of domain-specific LLMs has evolved. A domain-specific LLM is a model trained on information from a specific domain. For state and local governments, this means an agency would train an LLM with agency-specific data, giving the LLM a deep understanding of the terminology and concepts of said agency. This allows the domain-specific LLM to generate text and answer questions in a more accurate and informative way than a general-purpose LLM.
Join Government Technology, Deloitte and Amazon Web Services for a live webinar on January 9, 2023 at 10 AM PT/1 PM ET to discover how your agency can harness the power of a domain-specific LLM.
You’ll learn:
- How governments can train LLMs with agency data while adhering to security standards
- Common challenges around training an LLM with propriety data and how to avoid them
- How domain-specific LLMs reduce the risk of AI bias and hallucination
Complimentary: $ 0.00