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huybery 

authored a paper 18 days ago

START: Self-taught Reasoner with Tools

Paper • 2503.04625 • Published 18 days ago • 98

swj0419 

authored a paper about 2 months ago

s1: Simple test-time scaling

Paper • 2501.19393 • Published Jan 31 • 112

Muennighoff 

authored a paper about 2 months ago

s1: Simple test-time scaling

Paper • 2501.19393 • Published Jan 31 • 112

dwadden 

authored a paper 2 months ago

HALoGEN: Fantastic LLM Hallucinations and Where to Find Them

Paper • 2501.08292 • Published Jan 14 • 17

natolambert 

authored 9 papers 3 months ago

Objective Mismatch in Model-based Reinforcement Learning

Paper • 2002.04523 • Published Feb 11, 2020

Confidence-Building Measures for Artificial Intelligence: Workshop Proceedings

Paper • 2308.00862 • Published Aug 1, 2023

A Survey on Data Selection for Language Models

Paper • 2402.16827 • Published Feb 26, 2024 • 4

D2PO: Discriminator-Guided DPO with Response Evaluation Models

Paper • 2405.01511 • Published May 2, 2024

Unpacking DPO and PPO: Disentangling Best Practices for Learning from Preference Feedback

Paper • 2406.09279 • Published Jun 13, 2024 • 2

WildGuard: Open One-Stop Moderation Tools for Safety Risks, Jailbreaks, and Refusals of LLMs

Paper • 2406.18495 • Published Jun 26, 2024 • 13

Towards a Framework for Openness in Foundation Models: Proceedings from the Columbia Convening on Openness in Artificial Intelligence

Paper • 2405.15802 • Published May 17, 2024

Molmo and PixMo: Open Weights and Open Data for State-of-the-Art Multimodal Models

Paper • 2409.17146 • Published Sep 25, 2024 • 108

2 OLMo 2 Furious

Paper • 2501.00656 • Published Dec 31, 2024 • 19

vwxyzjn 

authored 5 papers 3 months ago

The N+ Implementation Details of RLHF with PPO: A Case Study on TL;DR Summarization

Paper • 2403.17031 • Published Mar 24, 2024 • 6

A2C is a special case of PPO

Paper • 2205.09123 • Published May 18, 2022 • 1

Asynchronous RLHF: Faster and More Efficient Off-Policy RL for Language Models

Paper • 2410.18252 • Published Oct 23, 2024 • 7

TÜLU 3: Pushing Frontiers in Open Language Model Post-Training

Paper • 2411.15124 • Published Nov 22, 2024 • 62

2 OLMo 2 Furious

Paper • 2501.00656 • Published Dec 31, 2024 • 19

huybery 

authored 2 papers 3 months ago

CodeElo: Benchmarking Competition-level Code Generation of LLMs with Human-comparable Elo Ratings

Paper • 2501.01257 • Published Jan 2 • 52

Iterative Forward Tuning Boosts In-Context Learning in Language Models

Paper • 2305.13016 • Published May 22, 2023 • 1