CGAR: curriculum-guided adaptive recursion. 1.71x faster training for tiny recursive reasoning models (10.93h to 6.38h on 423k Sudoku-Extreme puzzles)
-
Updated
Aug 12, 2026 - Python
#
recursive-reasoning
Here are 7 public repositories matching this topic...
Benchmark for evaluating advanced reasoning, recursive dependency resolution, and robustness capabilities of large language models in dynamic, noisy, and structurally challenging environments.
benchmark dependency-resolution ai-accuracy multistep-reasoning ai-evaluation large-language-models ai-reasoning llm-evaluation reasoning-benchmark llm-benchmark ai-reliability recursive-reasoning ai-stability long-chain-reasoning
-
Updated
May 15, 2026 - Python
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
pytorch sudoku mps hrm knowledge-distillation trm bitnet edge-ai ternary-weights quantization-aware-training apple-silicon tiny-models reasoning-engine efficient-ml tiny-recursive-model recursive-reasoning 1-bit-llm bitnet-b158 bitdistill sudoku-extreme
-
Updated
May 8, 2026 - Python
NL-CGAR: routing natural-language problems to curriculum-guided recursive reasoning experts. Paper under review at Expert Systems with Applications
-
Updated
May 9, 2026 - Python
Recursive reasoning skills for LLM harnesses, including Multipath Reasoning and recursive confidence-loop scoring.
ai multi-agent agents grok codex reasoning llm prompt-engineering claude-code recursive-reasoning stochastic-reasoning
-
Updated
Aug 21, 2026 - Python
Self-evolving recursive AI reasoning system — φ-governed tool use, multi-agent code review, workflow orchestration, and persistent spiral memory, built on E8 Lie group geometry and golden ratio mathematics
python nlp machine-learning research deep-learning rest-api chatbot code-analysis mathematics embeddings artificial-intelligence golden-ratio document-analysis phi fastapi pdf-extraction llm openrouter reasoning-engine recursive-reasoning
-
Updated
Mar 17, 2026 - Python
Tiny Recursive Model (TRM) for grid-based local navigation — neural pathfinding that imitates A* via recursive reasoning
python machine-learning deep-learning neural-network robotics navigation pathfinding behavioral-cloning recursive-model recursive-reasoning
-
Updated
Jul 15, 2026 - Python
Add this topic to your repo
To associate your repository with the recursive-reasoning topic, visit your repo's landing page and select "manage topics."