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☆74Updated 9 months ago
- Representation Surgery for Multi-Task Model Merging. ICML, 2024.☆47Updated last year
- Official repository of "Localizing Task Information for Improved Model Merging and Compression" [ICML 2024]☆51Updated this week
- Code for paper "Merging Multi-Task Models via Weight-Ensembling Mixture of Experts"☆30Updated last year
- Code for paper "Parameter Efficient Multi-task Model Fusion with Partial Linearization"☆24Updated last year
- Localize-and-Stitch: Efficient Model Merging via Sparse Task Arithmetic☆31Updated 3 months ago
- A curated list of Model Merging methods.☆94Updated 3 weeks ago
- [EMNLP 2023, Main Conference] Sparse Low-rank Adaptation of Pre-trained Language Models☆85Updated last year
- Analyzing and Reducing Catastrophic Forgetting in Parameter Efficient Tuning☆36Updated last year
- official code repo for paper "Merging Models on the Fly Without Retraining: A Sequential Approach to Scalable Continual Model Merging"☆22Updated 2 months ago
- ☆80Updated 3 years ago
- [NeurIPS 2024] "Can Language Models Perform Robust Reasoning in Chain-of-thought Prompting with Noisy Rationales?"☆37Updated 5 months ago
- LISA: Layerwise Importance Sampling for Memory-Efficient Large Language Model Fine-Tuning☆36Updated last year
- Awesome Low-Rank Adaptation☆58Updated 4 months ago
- ☆203Updated last year
- FusionBench: A Comprehensive Benchmark/Toolkit of Deep Model Fusion☆192Updated last week
- ☆28Updated last year
- Awesome-Low-Rank-Adaptation☆124Updated last year
- ☆11Updated 4 months ago
- ☆43Updated 2 years ago
- Codes for Merging Large Language Models☆34Updated last year
- [ACL 2024] Code and data for "Machine Unlearning of Pre-trained Large Language Models"☆65Updated last year
- [ICML 2024 Oral] Official code repository for MLLM-as-a-Judge.☆86Updated 10 months ago
- ☆136Updated 9 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
- Implementaiton of "DiLM: Distilling Dataset into Language Model for Text-level Dataset Distillation" (accepted by NAACL2024 Findings)".☆25Updated 10 months ago
- ☆18Updated last year
- [NeurIPS'24 Oral] HydraLoRA: An Asymmetric LoRA Architecture for Efficient Fine-Tuning☆234Updated last year
- TRACE: A Comprehensive Benchmark for Continual Learning in Large Language Models☆83Updated last year
- Less is More: Task-aware Layer-wise Distillation for Language Model Compression (ICML2023)☆40Updated 2 years ago