Research Scientist Intern, Foundation Model Optimization (PhD)
Meta, Burlingame, California +1
About the job
Meta's mission is to give people the power to build community and bring the world closer together, and the Meta Reality Labs organization focuses on delivering this vision through AR/VR/SG devices. Meta's Efficiency and On-Device AI team within the Reality Labs organization is seeking a Research Scientist Intern with a focus on language/vision model optimization. As a Research Scientist Intern, your primary objective is to develop cutting-edge efficient LLMs and vision foundation models.
Responsibilities
Perform LLM and vision foundation model research that leads to publications in top-tier CV/NLP/ML conferences. Develop model optimization algorithms and infrastructure to enable deployment of models in resource-constrained settings, such as mobile phones and AR/VR/MR/SG devices. Research joint optimization of models and the surrounding assistant system, including planning, memory, tool use, and coordination across device and cloud. Explore personalization, model compression and efficiency, and novel model architectures including omni-modal capabilities. Collaborate with cross-disciplinary research and engineering teams.