Jiacheng-Zhu-AIML / AsymmetryLoRALinks
Preprint: Asymmetry in Low-Rank Adapters of Foundation Models
☆35Updated last year
Alternatives and similar repositories for AsymmetryLoRA
Users that are interested in AsymmetryLoRA are comparing it to the libraries listed below
Sorting:
- What Makes a Reward Model a Good Teacher? An Optimization Perspective☆32Updated 2 months ago
- Representation Surgery for Multi-Task Model Merging. ICML, 2024.☆45Updated 8 months ago
- [ACL'24, Outstanding Paper] Emulated Disalignment: Safety Alignment for Large Language Models May Backfire!☆37Updated 10 months ago
- Official code for SEAL: Steerable Reasoning Calibration of Large Language Models for Free☆27Updated 2 months ago
- Rewarded soups official implementation☆58Updated last year
- ☆40Updated last year
- ☆15Updated 10 months ago
- [ICML 2024] Junk DNA Hypothesis: A Task-Centric Angle of LLM Pre-trained Weights through Sparsity; Lu Yin*, Ajay Jaiswal*, Shiwei Liu, So…☆16Updated 2 months ago
- [ICLR 2025] When Attention Sink Emerges in Language Models: An Empirical View (Spotlight)☆88Updated 8 months ago
- A Sober Look at Language Model Reasoning☆74Updated last week
- ☆49Updated last year
- [ICLR 2025] Code&Data for the paper "Super(ficial)-alignment: Strong Models May Deceive Weak Models in Weak-to-Strong Generalization"☆13Updated last year
- Code for NeurIPS 2024 paper "Regularizing Hidden States Enables Learning Generalizable Reward Model for LLMs"☆37Updated 4 months ago
- [ICLR 2025] "Rethinking LLM Unlearning Objectives: A Gradient Perspective and Go Beyond"☆11Updated 3 months ago
- Official repository of "Localizing Task Information for Improved Model Merging and Compression" [ICML 2024]☆45Updated 8 months ago
- [NeurIPS 2023 Spotlight] Temperature Balancing, Layer-wise Weight Analysis, and Neural Network Training☆35Updated 2 months ago
- ☆35Updated 6 months ago
- Code for paper "Parameter Efficient Multi-task Model Fusion with Partial Linearization"☆21Updated 9 months ago
- [ICLR 2025] Unintentional Unalignment: Likelihood Displacement in Direct Preference Optimization☆29Updated 5 months ago
- This is the official implementation of ScaleBiO: Scalable Bilevel Optimization for LLM Data Reweighting☆19Updated 10 months ago
- official code for paper Probing the Decision Boundaries of In-context Learning in Large Language Models. https://arxiv.org/abs/2406.11233…☆18Updated 9 months ago
- [ACL'24] Beyond One-Preference-Fits-All Alignment: Multi-Objective Direct Preference Optimization☆80Updated 10 months ago
- Official implementation of Bootstrapping Language Models via DPO Implicit Rewards☆44Updated 2 months ago
- Official code for "Decoding-Time Language Model Alignment with Multiple Objectives".☆24Updated 7 months ago
- [NeurIPS 2024] "Can Language Models Perform Robust Reasoning in Chain-of-thought Prompting with Noisy Rationales?"☆34Updated 5 months ago
- This is the repository for "Model Merging by Uncertainty-Based Gradient Matching", ICLR 2024.☆27Updated last year
- Code for the ICML 2024 paper "Rewards-in-Context: Multi-objective Alignment of Foundation Models with Dynamic Preference Adjustment"☆72Updated 2 weeks ago
- official implementation of ICLR'2025 paper: Rethinking Bradley-Terry Models in Preference-based Reward Modeling: Foundations, Theory, and…☆62Updated 2 months ago
- Lightweight Adapting for Black-Box Large Language Models☆22Updated last year
- This is the official code for the paper "Lazy Safety Alignment for Large Language Models against Harmful Fine-tuning" (NeurIPS2024)☆22Updated 9 months ago