Databricks Community

Introduction In this blog, we'll explore how to leverage Databricks’ latest innovation—AI Runtime—to efficiently pre-train large language models (LLMs). This guide is designed for ML developers and LLM engineers who need to deploy training runs on mu...

Handling large-scale datasets efficiently is one of the biggest bottlenecks in modern machine learning workflows and when pre-training LLMs. As datasets grow in size and complexity, traditional methods like memmap arrays or PyTorch DataLoaders can st...