2 papers
cs.CL2026
The Sparse Frontier: Sparse Attention Trade-offs in Transformer LLMs
Piotr Nawrot, Robert Li, Renjie Huang +3
Sparse attention offers a promising strategy to extend long-context capabilities in Transformer LLMs, yet its efficiency-accuracy trade-offs remain unclear due to the lack of compr…
cs.CL2025
Command A: An Enterprise-Ready Large Language Model
Team Cohere, :, Aakanksha +227
In this report we describe the development of Command A, a powerful large language model purpose-built to excel at real-world enterprise use cases. Command A is an agent-optimised…