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Hierarchical Reasoning Module

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04:00

2026-05-29

arxiv.org

large-language-models

CosmicFish-HRM: Adaptive Reasoning via Hierarchical Recurrent Mechanisms in Compact Language Models

Researchers have introduced CosmicFish-HRM, a compact language model that uses a Hierarchical Reasoning Module (HRM) to dynamically allocate computational effort based on input complexity rather than …

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CosmicFish-HRM 1 Grouped Query Attention 1 RoPE 1 SwiGLU 1

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large language models 1 machine learning 1 artificial intelligence 1 neural networks 1 ai research 1