Peng Wang

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upvoted a collection about 1 month ago

Reward models on the hub

Collection

UNMAINTAINED: See RewardBench... A place to collect reward models, an often not released artifact of RLHF. • 18 items • Updated Apr 13 • 24

upvoted 2 papers 3 months ago

ORPO: Monolithic Preference Optimization without Reference Model

Paper • 2403.07691 • Published Mar 12 • 59

The Unlocking Spell on Base LLMs: Rethinking Alignment via In-Context Learning

Paper • 2312.01552 • Published Dec 4, 2023 • 27

upvoted 3 papers 4 months ago

LiPO: Listwise Preference Optimization through Learning-to-Rank

Paper • 2402.01878 • Published Feb 2 • 19

ODIN: Disentangled Reward Mitigates Hacking in RLHF

Paper • 2402.07319 • Published Feb 11 • 13

AgentTuning: Enabling Generalized Agent Abilities for LLMs

Paper • 2310.12823 • Published Oct 19, 2023 • 33

upvoted a collection 5 months ago

Awesome feedback datasets

Collection

A curated list of datasets with human or AI feedback. Useful for training reward models or applying techniques like DPO. • 19 items • Updated Apr 12 • 54

upvoted a paper 5 months ago

Llama 2: Open Foundation and Fine-Tuned Chat Models

Paper • 2307.09288 • Published Jul 18, 2023 • 235

upvoted a paper 7 months ago

DoLa: Decoding by Contrasting Layers Improves Factuality in Large Language Models

Paper • 2309.03883 • Published Sep 7, 2023 • 14