Case Study: Dynamo AI achieves compliant-ready multilingual LLM training in 10 days with Databricks Mosaic AI Training

Building compliant-ready generative AI solutions

Dynamo AI, founded in 2022, needed a secure and compliant way to build multilingual foundation models for enterprise GenAI, but faced challenges with model training efficiency, memory usage, and preparing large multilingual datasets. To accelerate development, Dynamo AI used Databricks Mosaic AI Training to support its AI evaluation, remediation, and deployment workloads.

Databricks helped Dynamo AI streamline training with out-of-the-box scripts and hands-on guidance from the Databricks AI Research team, improving efficiency and resolving a memory leak issue. As a result, Dynamo AI trained an 8-billion-parameter multilingual LLM in just 10 days, about 20% faster than competitors, while saving weeks of development time.

Dynamo AI

Eric Lin

Head of Applied AI