EnnengYang / RepresentationSurgeryLinks
Representation Surgery for Multi-Task Model Merging. ICML, 2024.
☆46Updated last year
Alternatives and similar repositories for RepresentationSurgery
Users that are interested in RepresentationSurgery are comparing it to the libraries listed below
Sorting:
- AdaMerging: Adaptive Model Merging for Multi-Task Learning. ICLR, 2024.☆97Updated last year
- Code for paper "Parameter Efficient Multi-task Model Fusion with Partial Linearization"☆24Updated last year
- ☆18Updated last year
- [NeurIPS 2024 Spotlight] EMR-Merging: Tuning-Free High-Performance Model Merging☆72Updated 9 months ago
- Official repository of "Localizing Task Information for Improved Model Merging and Compression" [ICML 2024]☆51Updated last year
- official code repo for paper "Merging Models on the Fly Without Retraining: A Sequential Approach to Scalable Continual Model Merging"☆22Updated last month
- Analyzing and Reducing Catastrophic Forgetting in Parameter Efficient Tuning☆36Updated 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
- ☆43Updated 2 years ago
- [ACL 2024] Code and data for "Machine Unlearning of Pre-trained Large Language Models"☆64Updated last year
- A Sober Look at Language Model Reasoning☆89Updated 2 weeks ago
- Codes for Merging Large Language Models☆33Updated last year
- ☆16Updated last year
- Localize-and-Stitch: Efficient Model Merging via Sparse Task Arithmetic☆31Updated 2 months ago
- Source code for the TMLR paper "Black-Box Prompt Learning for Pre-trained Language Models"☆57Updated 2 years ago
- Preprint: Asymmetry in Low-Rank Adapters of Foundation Models☆37Updated last year
- [ICLR'25 Spotlight] Min-K%++: Improved baseline for detecting pre-training data of LLMs☆50Updated 6 months ago
- A curated list of Model Merging methods.☆92Updated last year
- [COLM 2025] SEAL: Steerable Reasoning Calibration of Large Language Models for Free☆46Updated 7 months ago
- Code for paper "Merging Multi-Task Models via Weight-Ensembling Mixture of Experts"☆29Updated last year
- [AAAI 2024] MELO: Enhancing Model Editing with Neuron-indexed Dynamic LoRA☆26Updated last year
- ☆51Updated last year
- Implementaiton of "DiLM: Distilling Dataset into Language Model for Text-level Dataset Distillation" (accepted by NAACL2024 Findings)".☆25Updated 9 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 7 months ago
- This is the repository for "Model Merging by Uncertainty-Based Gradient Matching", ICLR 2024.☆29Updated last year
- Codebase for decoding compressed trust.☆25Updated last year
- ☆28Updated last year
- TRACE: A Comprehensive Benchmark for Continual Learning in Large Language Models☆81Updated last year
- [NeurIPS 2024] "Can Language Models Perform Robust Reasoning in Chain-of-thought Prompting with Noisy Rationales?"☆37Updated 4 months ago
- A block pruning framework for LLMs.☆27Updated 6 months ago