EnnengYang / AdaMergingLinks
AdaMerging: Adaptive Model Merging for Multi-Task Learning. ICLR, 2024.
☆97Updated last year
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☆72Updated 9 months ago
- Official repository of "Localizing Task Information for Improved Model Merging and Compression" [ICML 2024]☆51Updated last year
- Code for paper "Parameter Efficient Multi-task Model Fusion with Partial Linearization"☆24Updated last year
- Representation Surgery for Multi-Task Model Merging. ICML, 2024.☆46Updated last year
- Code for paper "Merging Multi-Task Models via Weight-Ensembling Mixture of Experts"☆29Updated last year
- A curated list of Model Merging methods.☆92Updated last year
- [EMNLP 2023, Main Conference] Sparse Low-rank Adaptation of Pre-trained Language Models☆85Updated last year
- Localize-and-Stitch: Efficient Model Merging via Sparse Task Arithmetic☆31Updated 2 months ago
- 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
- ☆80Updated 3 years ago
- LISA: Layerwise Importance Sampling for Memory-Efficient Large Language Model Fine-Tuning☆36Updated last year
- [NeurIPS 2024] "Can Language Models Perform Robust Reasoning in Chain-of-thought Prompting with Noisy Rationales?"☆37Updated 4 months ago
- Source code of "Task arithmetic in the tangent space: Improved editing of pre-trained models".☆107Updated 2 years ago
- ☆200Updated last year
- ☆28Updated last year
- ☆43Updated 2 years ago
- [ACL 2024] Code and data for "Machine Unlearning of Pre-trained Large Language Models"☆64Updated last year
- Awesome Low-Rank Adaptation☆55Updated 4 months ago
- [ICML 2024] Unveiling and Harnessing Hidden Attention Sinks: Enhancing Large Language Models without Training through Attention Calibrati…☆46Updated last year
- FusionBench: A Comprehensive Benchmark/Toolkit of Deep Model Fusion☆186Updated last week
- Implementaiton of "DiLM: Distilling Dataset into Language Model for Text-level Dataset Distillation" (accepted by NAACL2024 Findings)".☆25Updated 9 months ago
- [ICML 2024 Oral] Official code repository for MLLM-as-a-Judge.☆86Updated 9 months ago
- ☆134Updated 8 months ago
- ☆30Updated 2 years ago
- ☆74Updated last year
- ☆11Updated 4 months ago
- [NeurIPS'24 Oral] HydraLoRA: An Asymmetric LoRA Architecture for Efficient Fine-Tuning☆234Updated last year
- [ICML 2024] Model Tailor: Mitigating Catastrophic Forgetting in Multi-modal Large Language Models☆33Updated last year
- Code accompanying the paper "Massive Activations in Large Language Models"☆187Updated last year