On-Premise Deployment of Open-Source LLM

The client needed to deploy Generative AI across internal teams but could not use cloud-based LLM APIs due to data sensitivity, compliance requirements, and long-term cost concerns. They required full control over data, models, and infrastructure.

DIATOZ designed and deployed a fully on-premise LLM solution using open-source models hosted on dedicated GPU infrastructure. Key elements included secure on-prem GPU deployment, custom model fine-tuning on enterprise data, role-based access control, and Dockerized, scalable architecture.

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