hierarchical-reasoning-model 开源项目推荐（12 个）

sapientinc /HRM-Text

HRM-Text 是一个基于 HRM 架构的 1B 文本生成模型，通过任务完成和潜空间推理得到增强。

krychu /hrm

Implementation of the Hierarchical Reasoning Model (HRM), applied to a pathfinding task, plus performance study.

machinestein /Deep-Improvement-Supervision

Official PyTorch implementation of "Latent Reasoning in TRMs is Secretly a Policy Improvement Operator" (ICML 2026)

Wulfic /AI-OS

HRM-sMoE LLM training toolkit.

kuoyang1999 /awesome-tiny-recursive-models

Curated, protocol-annotated list of Tiny Recursive Models (TRM), HRM, and recursive reasoning models: papers, code, benchmarks, and results

Rohit909-creator /Hierarchical_Reasoning_Model

Just testing if HRM Generalizes better compared to others in Vision Task

alessoh /HRMlaptop

A laptop version of Hierarchical Reasoning Model

brandbowcrucible /HRM-Text

HRM-Text is a 1B text generation model based on the HRM architecture, strengthened by task completion and latent space reasoning.

Abhigyan126 /Hierarchical-Reasoning-Model

Implementation of the Hierarchical Reasoning Model (HRM), based on the research paper “Hierarchical Reasoning Model” (2025) by Guan Wang, Jin Li, Yuhao Sun, Xing Chen, Changling Liu, Yue Wu, Meng Lu, Sen Song, and Yasin Abbasi Yadkori (arXiv:2506.21734).

Senseimillan /HRM-Scaling

Mathematical resolution to the Sapient AI HRM scaling wall (Issue #80). Open-sourcing Poincaré Deep Equilibrium (P-DEQ) and Grid-Cell Topological Anchoring to solve ZOH/Dirac Delta gradient shatter.

Proaiml /hrm-model

Hierarchical Reasoning Model (TinyHrm) in PyTorch with a toolkit: one-step gradient, deep supervision, maze and Sudoku tasks

reecdev /ohrmes

HRM models made easy.