Popular GitHub Repositories for Pairwise Preferences

Robust recipes to align language models with human and AI preferences

A modular RL library to fine-tune language models to human preferences

[NeurIPS 2023] ImageReward: Learning and Evaluating Human Preferences for Text-to-image Generation

Package for causal inference in graphs and in the pairwise settings. Tools for graph structure recovery and dependencies are included.

Lite & Super-fast re-ranking for your search & retrieval pipelines. Supports SoTA Listwise and Pairwise reranking based on LLMs and cross-encoders and more. Created by Prithivi Da, open for PRs & Collaborations.

A curated list of Human Preference Datasets for LLM fine-tuning, RLHF, and eval.

Code for WWW'19 "Unbiased LambdaMART: An Unbiased Pairwise Learning-to-Rank Algorithm", which is based on LightGBM

Code accompanying the paper Pretraining Language Models with Human Preferences

Preference Transformer: Modeling Human Preferences using Transformers for RL (ICLR2023 Accepted)

[CVPR'22] Official PyTorch implementation for paper "Efficient Two-Stage Detection of Human–Object Interactions with a Novel Unary–Pairwise Transformer"

This is the official implementation of our paper Personalized Transfer of User Preferences for Cross-domain Recommendation (PTUPCDR), which has been accepted by WSDM2022.

SO3krates and Universal Pairwise Force Field for Molecular Simulation

Automate your LinkedIn job applications with AI! This bot utilizes GPT models such as GPT-4, GPT-3.5, and Google's Gemini Pro for Easy Apply form filling, customizable to your preferences and job search criteria.

JourneyJolt is an innovative AI-powered trip planner designed to revolutionize your travel experience. Leveraging advanced artificial intelligence, JourneyJolt crafts personalized itineraries tailored to your interests, budget, and travel preferences.

CodeUltraFeedback: aligning large language models to coding preferences

[WACV 2025 Oral] Calib3D: Calibrating Model Preferences for Reliable 3D Scene Understanding

Official code for the ICML2022 paper -- GNNRank: Learning Global Rankings from Pairwise Comparisons via Directed Graph Neural Networks

Implementation of "Camera Relocalization by Computing Pairwise Relative Poses Using Convolutional Neural Network" by Z.Laskar et al.

Official implementation for ActFound (Nature Machine Intelligence): A bioactivity foundation model using pairwise meta-learning

Generate personalized travel itineraries based on user preferences.