NVIDIA
PhD Applied Research Intern, LLM RAG - Summer 2024
This job is now closed
Job Description
- Req#: JR1971599
Research, implement and evaluate state-of-the-art models for retrieval, re-ranking, answer generation for Q&A systems
Research, design and implement novel models for RAG
Contribute to NVIDIA LLM products by evaluating and extending it with additional models
Investigate best practices data curation/preparation for training our foundation models
Work closely with other researchers and engineers team members
Currently pursuing a Ph.D. in Computer Science/Engineering
Strong background of theory and practice of LLM and foundation model, as well as deep learning
Experience with Retrieval-Augmented Generation (RAG)
Excellent Python and PyTorch programming skills
Track record on NLP / LLMs / RAG publications
Strong communication, interpersonal and planning skills
NVIDIA is looking for research interns to work on the development of large language models (LLMs) and systems.
This position focuses in particular on Retrieval-Augmented Generation (RAG) for Question-Answering systems. You will be investigating the best practices to build, finetune and evaluate models for retrieval, re-ranking, answer generation. You might also explore best practices for data curation/preparation for training our foundation models. We believe that cross-team with engineers and researchers working together lead to successful applied research in real-world products.
What you'll be doing:
What we need to see:
NVIDIA is leading the way in groundbreaking developments in Artificial Intelligence, High-Performance Computing, and Visualization. The GPU, our invention, serves as the visual cortex of modern computers and is at the heart of our products and services. Our work opens up new universes to explore, enables amazing creativity and discovery, and powers what were once science fiction inventions, from artificial intelligence to autonomous cars. NVIDIA is looking for phenomenal people like you to help us accelerate the next wave of artificial intelligence. NVIDIA is widely considered one of the technology world’s most desirable employers. Some of the world's most forward-thinking and hardworking people are working for us. If you're creative and autonomous, we want to hear from you!
The hourly rate for our interns is $19 - $93. Our internship hourly rates are a standard pay determined based on the position and your location, year in school, degree, and experience.You will also be eligible for Intern benefits .
NVIDIA is committed to fostering a diverse work environment and proud to be an equal opportunity employer. As we highly value diversity in our current and future employees, we do not discriminate (including in our hiring and promotion practices) on the basis of race, religion, color, national origin, gender, gender expression, sexual orientation, age, marital status, veteran status, disability status or any other characteristic protected by law.About the company
9637389 Nvidia Corporation is an American multinational technology company incorporated in Delaware and based in Santa Clara, California.
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