Jay Rodge

Jay Rodge is a developer advocate for large language models (LLMs), where he demonstrates how developers can leverage GPU acceleration in their LLM processes, using tools and frameworks that are widely used by the developer community. Previously, Jay was a product marketing manager for data science and deep learning products at NVIDIA, driving launches and product marketing initiatives. Jay received his master’s degree in computer science from Illinois Tech, Chicago. Before joining NVIDIA, Jay was an AI research intern at BMW Group, solving problems using computer vision for BMW’s largest manufacturing plant.
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Posts by Jay Rodge

Generative AI / LLMs Sep 25, 2024

Deploying Accelerated Llama 3.2 from the Edge to the Cloud

Expanding the open-source Meta Llama collection of models, the Llama 3.2 collection includes vision language models (VLMs), small language models (SLMs), and an... 6 MIN READ
Generative AI / LLMs May 29, 2024

Generative AI Agents Developer Contest: Top Tips for Getting Started

Join our contest that runs through June 17 and showcase your innovation using cutting-edge generative AI-powered applications using NVIDIA and LangChain... 3 MIN READ
Decorative image of a computer screen against a purple background, with a dial on the side.
Data Science Mar 18, 2024

RAPIDS cuDF Accelerates pandas Nearly 150x with Zero Code Changes

At NVIDIA GTC 2024, it was announced that RAPIDS cuDF can now bring GPU acceleration to 9.5M million pandas users without requiring them to change their code. ... 5 MIN READ
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Data Science Jul 11, 2023

Accelerated Data Analytics: Machine Learning with GPU-Accelerated Pandas and Scikit-learn

If you are looking to take your machine learning (ML) projects to new levels of speed and scalability, GPU-accelerated data analytics can help you deliver... 14 MIN READ
Data Science Jul 20, 2022

Optimizing and Serving Models with NVIDIA TensorRT and NVIDIA Triton

Imagine that you have trained your model with PyTorch, TensorFlow, or the framework of your choice, are satisfied with its accuracy, and are considering... 11 MIN READ
Diagram of Torch-TensorRT and TensorFlow-TensorRT.
Conversational AI Dec 02, 2021

NVIDIA Announces TensorRT 8.2 and Integrations with PyTorch and TensorFlow

Today NVIDIA released TensorRT 8.2, with optimizations for billion parameter NLU models. These include T5 and GPT-2, used for translation and text generation,... 2 MIN READ