tiny-recursive-model

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

implementation of Tiny Recursive Models by Samsung SAIL from scratch in pytorch

Deep Learning group project about the Tiny Recursive Model (TRM).

deep-learning trm tiny-recursive-model

First 1-bit (BitNet b1.58) recursive reasoner for Sudoku-Extreme - distilled from a 7M-param FP TRM teacher into a 1.4 MB ternary student

TRM Sudoku 4x4 – Tiny Recursive Model that solves Sudoku on macOS (MPS) with PyTorch Lightning and Hydra.

lightning deep-learning pytorch transformer hydra sudoku mps trm tiny-recursive-model

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