Publications (7)
The Llama 3 Herd of Models
Aaron Grattafiori, Abhimanyu Dubey, Abhinav Jauhri +556
Modern artificial intelligence (AI) systems are powered by foundation models. This paper presents a new set of foundation models, called Llama 3. It is a herd of language models th…
Leveraging Auxiliary Domain Parallel Data in Intermediate Task Fine-tuning for Low-resource Translation
Shravan Nayak, Surangika Ranathunga, Sarubi Thillainathan +6
NMT systems trained on Pre-trained Multilingual Sequence-Sequence (PMSS) models flounder when sufficient amounts of parallel data is not available for fine-tuning. This specificall…
Selective Oxidation and Cr Segregation in High-Entropy Oxide Thin Films
Le Wang, Krishna Prasad Koirala, Shuhang Wu +14
High-entropy oxides (HEOs) offer exceptional compositional flexibility and structural stability, making them promising materials for energy and catalytic applications. Here, we inv…
Accelerating high-order continuum kinetic plasma simulations using multiple GPUs
Andrew Ho, Genia Vogman
Kinetic plasma simulations solve the Vlasov-Poisson or Vlasov-Maxwell equations to evolve scalar-variable distribution functions in position-velocity phase space and vector-variabl…
Hybridizable discontinuous Galerkin methods for solving the two-fluid plasma model
Andrew Ho, Uri Shumlak
The two-fluid plasma model has a wide range of timescales which must all be numerically resolved regardless of the timescale on which plasma dynamics occurs. The answer to solving…
Complements of locally flat submanifolds are finite CW complexes
Andrew Ho
We show that if is a compact topological manifold and is a locally flat submanifold, then the complement is homotopy equivalent to a finite CW complex. This is a di…
Humanity's Last Exam
Long Phan, Alice Gatti, Ziwen Han +1144
Benchmarks are important tools for tracking the rapid advancements in large language model (LLM) capabilities. However, benchmarks are not keeping pace in difficulty: LLMs now achi…