ComPO

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PeterLauLukCh 

authored a paper 20 days ago

Reward-free Alignment for Conflicting Objectives

Paper • 2602.02495 • Published 24 days ago • 2

PeterLauLukCh 

submitted a paper to Daily Papers 22 days ago

Reward-free Alignment for Conflicting Objectives

Paper • 2602.02495 • Published 24 days ago • 2

PeterLauLukCh 

authored 2 papers 2 months ago

Exploration v.s. Exploitation: Rethinking RLVR through Clipping, Entropy, and Spurious Reward

Paper • 2512.16912 • Published Dec 18, 2025 • 13

GenEnv: Difficulty-Aligned Co-Evolution Between LLM Agents and Environment Simulators

Paper • 2512.19682 • Published Dec 22, 2025 • 19

PeterLauLukCh 

submitted a paper to Daily Papers 2 months ago

Exploration v.s. Exploitation: Rethinking RLVR through Clipping, Entropy, and Spurious Reward

Paper • 2512.16912 • Published Dec 18, 2025 • 13

PeterLauLukCh 

updated a collection 5 months ago

Ablation on Scaling

Collection

2 items • Updated Oct 4, 2025

PeterLauLukCh 

updated a Space 5 months ago

Running

README

🦀

Released Models of ComPO

PeterLauLukCh 

updated a model 7 months ago

ComparisonPO/Mistral-7B-Instruct-A0.21B-ComPO

7B • Updated Aug 4, 2025 • 2

PeterLauLukCh 

published a model 7 months ago

ComparisonPO/Mistral-7B-Instruct-A0.21B-ComPO

7B • Updated Aug 4, 2025 • 2

PeterLauLukCh 

updated a model 7 months ago

ComparisonPO/Mistral-7B-Instruct-ComPO-3300pert-300iter-2

7B • Updated Jul 21, 2025

PeterLauLukCh 

published a model 7 months ago

ComparisonPO/Mistral-7B-Instruct-ComPO-3300pert-300iter-2

7B • Updated Jul 21, 2025

PeterLauLukCh 

updated a collection 8 months ago

Ablation on Scaling

Collection

2 items • Updated Oct 4, 2025

PeterLauLukCh 

updated a model 8 months ago

ComparisonPO/Mistral-7B-Instruct-ComPO-3300pert-300iter

7B • Updated Jul 13, 2025 • 1

PeterLauLukCh 

published a model 8 months ago

ComparisonPO/Mistral-7B-Instruct-ComPO-3300pert-300iter

7B • Updated Jul 13, 2025 • 1

PeterLauLukCh 

authored 4 papers 8 months ago

Displacement-Sparse Neural Optimal Transport

Paper • 2502.01889 • Published Feb 3, 2025

Geometric Framework for 3D Cell Segmentation Correction

Paper • 2502.01890 • Published Feb 3, 2025

ComPO: Preference Alignment via Comparison Oracles

Paper • 2505.05465 • Published May 8, 2025 • 1

Spectral Policy Optimization: Coloring your Incorrect Reasoning in GRPO

Paper • 2505.11595 • Published May 16, 2025 • 1

PeterLauLukCh 

updated a model 11 months ago

ComparisonPO/Gemma-2-9b-it-SimPO-ComPO

9B • Updated Apr 10, 2025 • 3

PeterLauLukCh 

updated a collection 11 months ago

SimPO+ComPO

Collection

4 items • Updated Apr 10, 2025