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natolambert 

authored 9 papers 5 days 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 • 106

2 OLMo 2 Furious

Paper • 2501.00656 • Published 11 days ago • 15

vwxyzjn 

authored 5 papers 6 days ago

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

Paper • 2403.17031 • Published Mar 24, 2024 • 3

A2C is a special case of PPO

Paper • 2205.09123 • Published May 18, 2022

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

Paper • 2410.18252 • Published Oct 23, 2024 • 5

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

Paper • 2411.15124 • Published Nov 22, 2024 • 58

2 OLMo 2 Furious

Paper • 2501.00656 • Published 11 days ago • 15

huybery 

authored a paper 8 days ago

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

Paper • 2501.01257 • Published 9 days ago • 45

huybery 

authored 5 papers 19 days ago

Iterative Forward Tuning Boosts In-Context Learning in Language Models

Paper • 2305.13016 • Published May 22, 2023

PaCE: Unified Multi-modal Dialogue Pre-training with Progressive and Compositional Experts

Paper • 2305.14839 • Published May 24, 2023 • 1

One Shot Learning as Instruction Data Prospector for Large Language Models

Paper • 2312.10302 • Published Dec 16, 2023 • 3

BigCodeBench: Benchmarking Code Generation with Diverse Function Calls and Complex Instructions

Paper • 2406.15877 • Published Jun 22, 2024 • 45

Large Language Models are Versatile Decomposers: Decompose Evidence and Questions for Table-based Reasoning

Paper • 2301.13808 • Published Jan 31, 2023