Wei Xiong

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upvoted a collection 6 months ago

Online RLHF

Collection

Datasets, code, and models for online RLHF (i.e., iterative DPO) • 19 items • Updated Jun 12 • 4

upvoted 4 papers 6 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 • 67

upvoted 3 collections 6 months ago

Mixture-of-preference-reward-modeling

Collection

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

Standard-format-preference-dataset

Collection

We collect the open-source datasets and process them into the standard format. • 14 items • Updated May 8 • 20

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 • 6