EnnengYang / AdaMergingLinks
AdaMerging: Adaptive Model Merging for Multi-Task Learning. ICLR, 2024.
☆88Updated 9 months ago
Alternatives and similar repositories for AdaMerging
Users that are interested in AdaMerging are comparing it to the libraries listed below
Sorting:
- [NeurIPS 2024 Spotlight] EMR-Merging: Tuning-Free High-Performance Model Merging☆66Updated 5 months ago
- Official repository of "Localizing Task Information for Improved Model Merging and Compression" [ICML 2024]☆47Updated 10 months ago
- Representation Surgery for Multi-Task Model Merging. ICML, 2024.☆46Updated 10 months ago
- Code for paper "Parameter Efficient Multi-task Model Fusion with Partial Linearization"☆21Updated 11 months ago
- Code for paper "Merging Multi-Task Models via Weight-Ensembling Mixture of Experts"☆29Updated last year
- Analyzing and Reducing Catastrophic Forgetting in Parameter Efficient Tuning☆34Updated 9 months ago
- A curated list of Model Merging methods.☆92Updated 11 months ago
- Localize-and-Stitch: Efficient Model Merging via Sparse Task Arithmetic☆27Updated 7 months ago
- ☆187Updated last year
- [EMNLP 2023, Main Conference] Sparse Low-rank Adaptation of Pre-trained Language Models☆81Updated last year
- ☆35Updated last year
- ☆64Updated 9 months ago
- ☆16Updated 6 months ago
- Awesome-Low-Rank-Adaptation☆115Updated 10 months ago
- [NeurIPS 2024] "Can Language Models Perform Robust Reasoning in Chain-of-thought Prompting with Noisy Rationales?"☆36Updated last month
- ☆73Updated 3 years ago
- ☆28Updated last year
- State-of-the-art Parameter-Efficient MoE Fine-tuning Method☆178Updated last year
- Awesome Low-Rank Adaptation☆43Updated 3 weeks ago
- FusionBench: A Comprehensive Benchmark/Toolkit of Deep Model Fusion☆160Updated last week
- A Sober Look at Language Model Reasoning☆81Updated 2 months ago
- Official code for SEAL: Steerable Reasoning Calibration of Large Language Models for Free☆40Updated 4 months ago
- Source code of "Task arithmetic in the tangent space: Improved editing of pre-trained models".☆103Updated 2 years ago
- TRACE: A Comprehensive Benchmark for Continual Learning in Large Language Models☆79Updated last year
- ☆27Updated 11 months ago
- ☆15Updated last year
- Must-read Papers on Large Language Model (LLM) Continual Learning☆144Updated last year
- Implementaiton of "DiLM: Distilling Dataset into Language Model for Text-level Dataset Distillation" (accepted by NAACL2024 Findings)".☆23Updated 6 months ago
- [ICLR 2025] Code&Data for the paper "Super(ficial)-alignment: Strong Models May Deceive Weak Models in Weak-to-Strong Generalization"☆13Updated last year
- ☆11Updated 3 weeks ago