most citedLearning Fine-grained Parameter Sharing via Sparse Tensor Decomposition

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cs.CL2025

SD: Self-Distilled Sparse Drafters

Mike Lasby, Nish Sinnadurai, Valavan Manohararajah +3

Speculative decoding is a powerful technique for reducing the latency of Large Language Models (LLMs), offering a fault-tolerant framework that enables the use of highly compressed…

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…