UKPLab / iclr2024-model-mergingLinks
This is the repository for "Model Merging by Uncertainty-Based Gradient Matching", ICLR 2024.
☆28Updated last year
Alternatives and similar repositories for iclr2024-model-merging
Users that are interested in iclr2024-model-merging are comparing it to the libraries listed below
Sorting:
- ☆74Updated 3 years ago
- ☆30Updated last year
- PaCE: Parsimonious Concept Engineering for Large Language Models (NeurIPS 2024)☆39Updated 10 months ago
- ☆38Updated last year
- Official repository of "Localizing Task Information for Improved Model Merging and Compression" [ICML 2024]☆49Updated 10 months ago
- Source code of "Task arithmetic in the tangent space: Improved editing of pre-trained models".☆104Updated 2 years ago
- [NeurIPS 2024 Spotlight] EMR-Merging: Tuning-Free High-Performance Model Merging☆69Updated 6 months ago
- ☆50Updated last year
- Test-time-training on nearest neighbors for large language models☆46Updated last year
- ☆15Updated last year
- Representation Surgery for Multi-Task Model Merging. ICML, 2024.☆46Updated 11 months ago
- ☆52Updated 5 months ago
- ☆31Updated last year
- Official implementation of Bootstrapping Language Models via DPO Implicit Rewards☆44Updated 5 months ago
- [ICLR 2025] When Attention Sink Emerges in Language Models: An Empirical View (Spotlight)☆124Updated 2 months ago
- ☆97Updated last year
- In-Context Sharpness as Alerts: An Inner Representation Perspective for Hallucination Mitigation (ICML 2024)☆61Updated 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
- [NeurIPS 2024 Spotlight] Code and data for the paper "Finding Transformer Circuits with Edge Pruning".☆59Updated last month
- DataInf: Efficiently Estimating Data Influence in LoRA-tuned LLMs and Diffusion Models (ICLR 2024)☆76Updated 11 months ago
- Function Vectors in Large Language Models (ICLR 2024)☆179Updated 5 months ago
- [NeurIPS 2023] Github repository for "Composing Parameter-Efficient Modules with Arithmetic Operations"☆61Updated last year
- ☆44Updated last year
- A Mechanistic Understanding of Alignment Algorithms: A Case Study on DPO and Toxicity.☆78Updated 6 months ago
- ☆15Updated last year
- ☆62Updated 6 months ago
- [ACL 2024] Code and data for "Machine Unlearning of Pre-trained Large Language Models"☆60Updated 11 months ago
- code for EMNLP 2024 paper: How do Large Language Models Learn In-Context? Query and Key Matrices of In-Context Heads are Two Towers for M…☆13Updated 10 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 4 months ago
- [NeurIPS'23] Aging with GRACE: Lifelong Model Editing with Discrete Key-Value Adaptors☆80Updated 8 months ago