SMRTR summary
Databricks integrates Apache Spark, MLflow, and Model Serving to fine-tune LLMs at scale for industries like healthcare and finance. QLoRA cuts GPU needs by ~70%, while automated tracking and one-click deployment keep workflows reproducible and production-ready.
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