adamxyang / laplace-loraLinks
Bayesian low-rank adaptation for large language models
☆27Updated last year
Alternatives and similar repositories for laplace-lora
Users that are interested in laplace-lora are comparing it to the libraries listed below
Sorting:
- Bayesian Low-Rank Adaptation for Large Language Models☆36Updated last year
- ☆79Updated 3 years ago
- DataInf: Efficiently Estimating Data Influence in LoRA-tuned LLMs and Diffusion Models (ICLR 2024)☆79Updated last year
- ☆32Updated last year
- This is the repository for "Model Merging by Uncertainty-Based Gradient Matching", ICLR 2024.☆29Updated last year
- Source code of "Task arithmetic in the tangent space: Improved editing of pre-trained models".☆108Updated 2 years ago
- A simple PyTorch implementation of influence functions.☆92Updated last year
- ☆103Updated last year
- Conformal Language Modeling☆32Updated 2 years ago
- Benchmark for Natural Temporal Distribution Shift (NeurIPS 2022)☆68Updated 2 years ago
- official code for paper Probing the Decision Boundaries of In-context Learning in Large Language Models. https://arxiv.org/abs/2406.11233…☆19Updated 5 months ago
- ☆40Updated last year
- ☆46Updated last year
- Influence Analysis and Estimation - Survey, Papers, and Taxonomy☆84Updated last year
- ☆51Updated 2 years ago
- ☆63Updated 4 years ago
- ☆33Updated last year
- `dattri` is a PyTorch library for developing, benchmarking, and deploying efficient data attribution algorithms.☆100Updated last week
- 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 last year
- Code for "Surgical Fine-Tuning Improves Adaptation to Distribution Shifts" published at ICLR 2023☆29Updated 2 years ago
- Preprint: Asymmetry in Low-Rank Adapters of Foundation Models☆37Updated last year
- ☆241Updated last year
- Official repository of "Localizing Task Information for Improved Model Merging and Compression" [ICML 2024]☆51Updated 3 weeks ago
- A Mechanistic Understanding of Alignment Algorithms: A Case Study on DPO and Toxicity.☆85Updated 10 months ago
- ☆34Updated 2 years ago
- Compressible Dynamics in Deep Overparameterized Low-Rank Learning & Adaptation (ICML'24 Oral)☆13Updated last year
- Official repository for our paper, Transformers Learn Higher-Order Optimization Methods for In-Context Learning: A Study with Linear Mode…☆20Updated last year
- A fast, effective data attribution method for neural networks in PyTorch☆227Updated last year
- Influence Functions with (Eigenvalue-corrected) Kronecker-Factored Approximate Curvature☆175Updated 6 months ago
- Code for the paper "Mehta, S. V., Patil, D., Chandar, S., & Strubell, E. (2023). An Empirical Investigation of the Role of Pre-training i…☆17Updated last year