Wei Xiong

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upvoted 2 collections 3 months ago

RLHFlow MATH Process Reward Model

Collection

This is a collection of datasets and models of process reward modeling. • 15 items • Updated Nov 9, 2024 • 9

SFT Models

Collection

We train a series of SFT models on the high-quality SFT dataset of RLHFlow for research purpose. • 6 items • Updated Nov 3, 2024 • 2

upvoted a collection 9 months ago

Online RLHF

Collection

Datasets, code, and models for online RLHF (i.e., iterative DPO) • 19 items • Updated Jun 12, 2024 • 5

upvoted 4 papers 9 months ago

Iterative Preference Learning from Human Feedback: Bridging Theory and Practice for RLHF under KL-Constraint

Paper • 2312.11456 • Published Dec 18, 2023 • 1

LMFlow: An Extensible Toolkit for Finetuning and Inference of Large Foundation Models

Paper • 2306.12420 • Published Jun 21, 2023 • 2

RAFT: Reward rAnked FineTuning for Generative Foundation Model Alignment

Paper • 2304.06767 • Published Apr 13, 2023 • 2

RLHF Workflow: From Reward Modeling to Online RLHF

Paper • 2405.07863 • Published May 13, 2024 • 67

upvoted 2 collections 9 months ago

Mixture-of-preference-reward-modeling

Collection

The mixture of preference datasets used for reward modeling. • 2 items • Updated Apr 29, 2024 • 3

Standard-format-preference-dataset

Collection

We collect the open-source datasets and process them into the standard format. • 14 items • Updated May 8, 2024 • 24

upvoted a collection 10 months ago

Awesome reward models

Collection

A curated collection of reward models to use with techniques like rejection sampling and RLHF / RLAIF • 4 items • Updated Apr 12, 2024 • 7