EnnengYang / AdaMerging
AdaMerging: Adaptive Model Merging for Multi-Task Learning. ICLR, 2024.
☆67Updated 4 months ago
Alternatives and similar repositories for AdaMerging:
Users that are interested in AdaMerging are comparing it to the libraries listed below
- [NeurIPS 2024 Spotlight] EMR-Merging: Tuning-Free High-Performance Model Merging☆45Updated this week
- Official repository of "Localizing Task Information for Improved Model Merging and Compression" [ICML 2024]☆39Updated 4 months ago
- Code for paper "Parameter Efficient Multi-task Model Fusion with Partial Linearization"☆19Updated 5 months ago
- Source code of "Task arithmetic in the tangent space: Improved editing of pre-trained models".☆95Updated last year
- Representation Surgery for Multi-Task Model Merging. ICML, 2024.☆38Updated 4 months ago
- [NeurIPS2024] Twin-Merging: Dynamic Integration of Modular Expertise in Model Merging☆50Updated 3 months ago
- Localize-and-Stitch: Efficient Model Merging via Sparse Task Arithmetic☆23Updated last month
- ☆167Updated last year
- Code for paper "Merging Multi-Task Models via Weight-Ensembling Mixture of Experts"☆19Updated 8 months ago
- Analyzing and Reducing Catastrophic Forgetting in Parameter Efficient Tuning☆29Updated 3 months ago
- ☆50Updated last year
- A curated list of Model Merging methods.☆90Updated 5 months ago
- TRACE: A Comprehensive Benchmark for Continual Learning in Large Language Models☆64Updated last year
- ☆64Updated 2 years ago
- [ICML 2024] Assessing the Brittleness of Safety Alignment via Pruning and Low-Rank Modifications☆71Updated this week
- [ACL 2024] Code and data for "Machine Unlearning of Pre-trained Large Language Models"☆52Updated 5 months ago
- Official Repository for The Paper: Safety Alignment Should Be Made More Than Just a Few Tokens Deep☆74Updated 7 months ago
- ☆17Updated 3 months ago
- ☆31Updated last year
- This is the official code for the paper "Lazy Safety Alignment for Large Language Models against Harmful Fine-tuning" (NeurIPS2024)☆17Updated 5 months ago
- ☆38Updated 3 months ago
- ☆19Updated 7 months ago
- Codes for Merging Large Language Models☆29Updated 6 months ago
- source code for NeurIPS'24 paper "HaloScope: Harnessing Unlabeled LLM Generations for Hallucination Detection"☆31Updated 2 months ago
- [ICLR 2025] When Attention Sink Emerges in Language Models: An Empirical View (Spotlight)☆49Updated 4 months ago
- This is the official code for the paper "Vaccine: Perturbation-aware Alignment for Large Language Models" (NeurIPS2024)☆39Updated 3 months ago
- Awesome-Low-Rank-Adaptation☆81Updated 4 months ago
- [NeurIPS 2024] "Can Language Models Perform Robust Reasoning in Chain-of-thought Prompting with Noisy Rationales?"☆33Updated last month
- ☆2Updated last month
- ☆13Updated 9 months ago