Tiny Recursive Model (TRM) Paper Explained
In this video, we break down the paper Less is More: Recursive Reasoning with Tiny Networks, which introduces the Tiny Recursive Model (TRM), a simplified version of the Hierarchical Reasoning Model (HRM).
With only 7 million parameters, TRM outperforms HRM and even top reasoning LLMs on challenging benchmarks such as ARC-AGI, Sudoku-Extreme, and Mazes.
We’ll break down its architecture and training process, and explore its results.
Written Review - https://aipapersacademy.com/tiny-recu...
Paper - https://arxiv.org/abs/2510.04871
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The video was edited using VideoScribe - https://tidd.ly/44TZEiX
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Chapters:
0:00 Introduction
1:36 TRM Results
3:10 TRM Architecture