Originally published at: Accelerate Deep Learning and LLM Inference with Apache Spark in the Cloud | NVIDIA Technical Blog
Apache Spark is an industry-leading platform for big data processing and analytics. With the increasing prevalence of unstructured data—documents, emails, multimedia content—deep learning (DL) and large language models (LLMs) have become core components of the modern data analytics pipeline. These models enable a variety of downstream tasks, such as image captioning, semantic tagging, document summarization,…