Explore concepts like Self-Correct, Self-Refine, Self-Improve, Self-Contradict, Self-Play, and Self-Knowledge, alongside o1-like reasoning elevation🍓 and hallucination alleviation🍄.

Awesome LLM Self-Consistency: a curated list of Self-consistency in Large Language Models

Package for solving generalized BdG mean field theory of interacting systems.

The official PyTorch implementation for the Guided by Gut: Efficient Test-Time Scaling with Reinforced Intrinsic Confidence

CSC-SQL: Corrective Self-Consistency in Text-to-SQL via Reinforcement Learning

Perl implementation of Markov Chain for the course BIO331

Fixed Point solver for generic functions

GSM8K-Consistency is a benchmark database for analyzing the consistency of Arithmetic Reasoning on GSM8K.

Subject of Electronic structure for my master's degree

Self consistent model based filter design for 3-phase PLLs.

Developing an autonomous system for prompt selection for Large Language Models (LLMs), enhancing performance across tasks by balancing generality and specificity. This project automates diverse, high-quality prompt creation and selection, reducing manual intervention and maximizing LLM utility across applications.

10 stochastic parrots are better than 1 🦜

Demos and walkthroughs of published Machine Learning research papers

Guided by Gut offers a streamlined approach to Test-Time Scaling using advanced reinforcement learning techniques. Explore the repository for practical implementations and insights into confidence-based fine-tuning and self-guided tree search. 🐙🌟