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LLMOps

What is LLMOps?

LLMOps is MLOps for Large Language Models and it is a set of practices for the operationalization of applications that use LLMs to provide intelligent language-based services.

This involves the management of 

LLMOps defines best practices for how to operationalize LLMs and the data infrastructure needed for prompt engineering, integrating external data, model fine-tuning, and model deployment. 

LLMOps allows for the efficient deployment, monitoring and maintenance of large language models. LLMOps, like traditional Machine Learning Ops (MLOps), requires a collaboration of data scientists, DevOps engineers and IT professionals.

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