Accelerated Preference Optimization for Large Language Model Alignment
Paper
•
2410.06293
•
Published
•
5
UCLA Artificial General Intelligence Lab
university
AI & ML interests
None defined yet.
Recent Activity
View all activity
UCLA-AGI's activity
angelahzyuan
authored
2
papers
about 1 month ago
thughost
authored
a
paper
about 1 month ago
thughost
authored
a
paper
2 months ago
thughost
authored
3
papers
3 months ago
General Preference Modeling with Preference Representations for Aligning Language Models
Paper
•
2410.02197
•
Published
•
8
LLaVA-Critic: Learning to Evaluate Multimodal Models
Paper
•
2410.02712
•
Published
•
35
ProteinBench: A Holistic Evaluation of Protein Foundation Models
Paper
•
2409.06744
•
Published
•
7
Post
697
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
🤗paper: Self-Play Preference Optimization for Language Model Alignment (2405.00675)
⭐ code: https://github.com/uclaml/SPPO
🤗models: UCLA-AGI/sppo-6635fdd844f2b2e4a94d0b9a
angelahzyuan
authored
a
paper
8 months ago
Jerry46
authored
a
paper
8 months ago
thughost
authored
7
papers
8 months ago
DecompOpt: Controllable and Decomposed Diffusion Models for Structure-based Molecular Optimization
Paper
•
2403.13829
•
Published
Horizon-free Reinforcement Learning in Adversarial Linear Mixture MDPs
Paper
•
2305.08359
•
Published
Risk Bounds of Accelerated SGD for Overparameterized Linear Regression
Paper
•
2311.14222
•
Published
How Many Pretraining Tasks Are Needed for In-Context Learning of Linear Regression?
Paper
•
2310.08391
•
Published
Variance-Aware Regret Bounds for Stochastic Contextual Dueling Bandits
Paper
•
2310.00968
•
Published
Pessimistic Nonlinear Least-Squares Value Iteration for Offline Reinforcement Learning
Paper
•
2310.01380
•
Published
Self-Play Preference Optimization for Language Model Alignment
Paper
•
2405.00675
•
Published
•
25
Post
- 45 replies
angelahzyuan
authored
2
papers
10 months ago