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recursive-reasoning-chaos
blackhao0426/recursive-reasoning-chaos
recursive-reasoning-chaos is a machine learning model from blackhao0426. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
Trained TRM/HRM checkpoints (Sudoku-Extreme) + model code + a 2000-puzzle test set, for the companion notebook (github.com/YurenHao0426/recursive-reasoning-dynamics, notebooks/recursivereasoningchaos.ipynb). Reproduce…
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Updated Jun 30, 2026
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At a glance
- Access
- Public
- Created
- Jun 30, 2026
- Updated
- Jun 30, 2026
- SHA
- e1cd32f2
Model card
From the Hugging Face model README
recursive-reasoning-chaos
Trained TRM/HRM checkpoints (Sudoku-Extreme) + model code + a 2000-puzzle test set, for the companion notebook (github.com/YurenHao0426/recursive-reasoning-dynamics, notebooks/recursive_reasoning_chaos.ipynb). Reproduces 'recursive-reasoning failures are (transient) chaos': TRM failures escape with more inference compute; HRM failures stay trapped.
Layout: code_trm/, code_hrm/ (model packages), trm_sudoku/, hrm_sudoku/ (weights.pt + all_config.yaml), data/ (sudoku test subset + meta).
Upstream model code: TRM (SamsungSAILMontreal/TinyRecursiveModels), HRM (sapientinc/HRM).
- Created
- Jun 30, 2026
- Updated
- Jun 30, 2026