tiny-recursive-model

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

"TRM (Tiny Recursive Model) integration architecture for Symbion.space ecosystem"

Tiny recursive models, think BIGR: Boosting Inference with Guided Reasoning (NeurIPS 2026)

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

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

TinyRecurseLab — train a real Tiny Recursive Model (TRM) in your browser on 4x4 Sudoku. From-scratch autograd, 6 interactive modules on recursive reasoning (arXiv:2510.04871).

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

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

Studying Tiny Recursive Models (TRM) and recursive reasoning for abstract reasoning.

Full fine-tuning vs LoRA for test-time training of Tiny Recursive Models on held-out ARC-AGI-2