2025
Hogwild! Inference: Parallel LLM Generation via Concurrent Attention
NeurIPS 2025spotlight
Large Language Models (LLMs) have demonstrated the ability to tackle increasingly complex tasks through advanced reasoning, long-form content generation, and tool use. Solving these tasks often involves long inference-time computations. In human problem solving, a common strategy to expedite work is…