adamxyang / laplace-loraLinks
Bayesian low-rank adaptation for large language models
☆24Updated 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☆35Updated last year
- ☆31Updated last year
- ☆73Updated 3 years ago
- Source code of "Task arithmetic in the tangent space: Improved editing of pre-trained models".☆104Updated 2 years ago
- DataInf: Efficiently Estimating Data Influence in LoRA-tuned LLMs and Diffusion Models (ICLR 2024)☆75Updated 11 months ago
- This is the repository for "Model Merging by Uncertainty-Based Gradient Matching", ICLR 2024.☆28Updated last year
- Conformal Language Modeling☆32Updated last year
- ☆51Updated last year
- ☆32Updated last year
- A Mechanistic Understanding of Alignment Algorithms: A Case Study on DPO and Toxicity.☆77Updated 6 months ago
- official code for paper Probing the Decision Boundaries of In-context Learning in Large Language Models. https://arxiv.org/abs/2406.11233…☆19Updated last month
- ☆238Updated last year
- ☆99Updated last year
- ☆44Updated last year
- [ICLR 2025] Unintentional Unalignment: Likelihood Displacement in Direct Preference Optimization☆31Updated 7 months ago
- Preprint: Asymmetry in Low-Rank Adapters of Foundation Models☆36Updated last year
- ☆36Updated last year
- Benchmark for Natural Temporal Distribution Shift (NeurIPS 2022)☆67Updated 2 years ago
- ☆106Updated 7 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 9 months ago
- A Kernel-Based View of Language Model Fine-Tuning https://arxiv.org/abs/2210.05643☆78Updated 2 years ago
- Implementation of Gradient Information Optimization (GIO) for effective and scalable training data selection☆14Updated 2 years ago
- ☆23Updated 11 months ago
- ☆33Updated 2 years ago
- ☆29Updated last year
- A simple PyTorch implementation of influence functions.☆91Updated last year
- ☆61Updated 3 years ago
- Official repository of "Localizing Task Information for Improved Model Merging and Compression" [ICML 2024]☆49Updated 10 months ago
- ☆97Updated last year
- Influence Analysis and Estimation - Survey, Papers, and Taxonomy☆82Updated last year