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This repository hosts a proof-of-concept (POC) project aimed at developing a domain expert model tailored for the Information Technology (IT) domain. The project employs advanced NLP techniques to train and deploy in AWS SageMaker a large language model, capable of generating informative and contextually relevant text responses in the IT domain.
A framework for orchestrating integration of domain-expert language models using router-based ensembles, sequential chaining, and mixture of experts patterns