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thughost 

authored a paper 4 days ago

Tensor Product Attention Is All You Need

Paper • 2501.06425 • Published 7 days ago • 66

FrankWu96 

updated a model about 2 months ago

UCLAML/Mistral-7B-Instruct-ppo_mistral

Text Generation • Updated Nov 22, 2024 • 8

angelahzyuan 

authored 2 papers 2 months ago

Accelerated Preference Optimization for Large Language Model Alignment

Paper • 2410.06293 • Published Oct 8, 2024 • 5

MARS: Unleashing the Power of Variance Reduction for Training Large Models

Paper • 2411.10438 • Published Nov 15, 2024 • 13

thughost 

authored a paper 2 months ago

MARS: Unleashing the Power of Variance Reduction for Training Large Models

Paper • 2411.10438 • Published Nov 15, 2024 • 13

thughost 

authored a paper 3 months ago

DPLM-2: A Multimodal Diffusion Protein Language Model

Paper • 2410.13782 • Published Oct 17, 2024 • 20

zhiqings 

authored 2 papers 3 months ago

An Empirical Analysis of Compute-Optimal Inference for Problem-Solving with Language Models

Paper • 2408.00724 • Published Aug 1, 2024 • 1

Lean-STaR: Learning to Interleave Thinking and Proving

Paper • 2407.10040 • Published Jul 14, 2024

thughost 

authored a paper 3 months ago

General Preference Modeling with Preference Representations for Aligning Language Models

Paper • 2410.02197 • Published Oct 3, 2024 • 8

thughost 

authored 2 papers 4 months ago

LLaVA-Critic: Learning to Evaluate Multimodal Models

Paper • 2410.02712 • Published Oct 3, 2024 • 35

ProteinBench: A Holistic Evaluation of Protein Foundation Models

Paper • 2409.06744 • Published Sep 10, 2024 • 8

thughost 

posted an update 7 months ago

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704

We've open-sourced the code and models for Self-Play Preference Optimization (SPPO)! 🚀🚀🚀
🤗paper: Self-Play Preference Optimization for Language Model Alignment (2405.00675)
⭐ code: https://github.com/uclaml/SPPO
🤗models: UCLA-AGI/sppo-6635fdd844f2b2e4a94d0b9a

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zhiqings 

authored 2 papers 9 months ago

Easy-to-Hard Generalization: Scalable Alignment Beyond Human Supervision

Paper • 2403.09472 • Published Mar 14, 2024 • 1

Self-Play Preference Optimization for Language Model Alignment

Paper • 2405.00675 • Published May 1, 2024 • 27

angelahzyuan 

authored a paper 9 months ago

Self-Play Preference Optimization for Language Model Alignment

Paper • 2405.00675 • Published May 1, 2024 • 27

thughost 

authored 5 papers 9 months ago

DecompOpt: Controllable and Decomposed Diffusion Models for Structure-based Molecular Optimization

Paper • 2403.13829 • Published Mar 7, 2024

Horizon-free Reinforcement Learning in Adversarial Linear Mixture MDPs

Paper • 2305.08359 • Published May 15, 2023

Risk Bounds of Accelerated SGD for Overparameterized Linear Regression

Paper • 2311.14222 • Published Nov 23, 2023

How Many Pretraining Tasks Are Needed for In-Context Learning of Linear Regression?

Paper • 2310.08391 • Published Oct 12, 2023

Variance-Aware Regret Bounds for Stochastic Contextual Dueling Bandits

Paper • 2310.00968 • Published Oct 2, 2023