ykwon0407 / DataInfLinks
DataInf: Efficiently Estimating Data Influence in LoRA-tuned LLMs and Diffusion Models (ICLR 2024)
☆78Updated last year
Alternatives and similar repositories for DataInf
Users that are interested in DataInf are comparing it to the libraries listed below
Sorting:
- A Mechanistic Understanding of Alignment Algorithms: A Case Study on DPO and Toxicity.☆84Updated 9 months ago
- AI Logging for Interpretability and Explainability🔬☆133Updated last year
- [ICLR 2025] General-purpose activation steering library☆127Updated 2 months ago
- ☆30Updated 8 months ago
- [ICML 2024] Assessing the Brittleness of Safety Alignment via Pruning and Low-Rank Modifications☆88Updated 8 months ago
- A resource repository for representation engineering in large language models☆143Updated last year
- ☆66Updated 9 months ago
- Röttger et al. (NAACL 2024): "XSTest: A Test Suite for Identifying Exaggerated Safety Behaviours in Large Language Models"☆116Updated 9 months ago
- ☆68Updated last year
- Source code of "Task arithmetic in the tangent space: Improved editing of pre-trained models".☆107Updated 2 years ago
- ☆51Updated last year
- LoFiT: Localized Fine-tuning on LLM Representations☆45Updated 10 months ago
- Personalized Steering of Large Language Models: Versatile Steering Vectors Through Bi-directional Preference Optimization☆37Updated last year
- This is the official code for the paper "Safety Tax: Safety Alignment Makes Your Large Reasoning Models Less Reasonable".☆26Updated 8 months ago
- `dattri` is a PyTorch library for developing, benchmarking, and deploying efficient data attribution algorithms.☆95Updated last week
- ☆42Updated last year
- ☆102Updated 2 years ago
- Official repository of "Localizing Task Information for Improved Model Merging and Compression" [ICML 2024]☆51Updated last year
- ☆46Updated last year
- ☆51Updated 2 years ago
- Code for paper: Aligning Large Language Models with Representation Editing: A Control Perspective☆34Updated 10 months ago
- ☆103Updated last year
- ☆29Updated last year
- [NeurIPS'23] Aging with GRACE: Lifelong Model Editing with Discrete Key-Value Adaptors☆82Updated 11 months ago
- ☆180Updated last year
- [NAACL'25 Oral] Steering Knowledge Selection Behaviours in LLMs via SAE-Based Representation Engineering☆67Updated last year
- Providing the answer to "How to do patching on all available SAEs on GPT-2?". It is an official repository of the implementation of the p…☆12Updated 10 months ago
- ☆57Updated 2 years ago
- Function Vectors in Large Language Models (ICLR 2024)☆186Updated 7 months ago
- Evaluate interpretability methods on localizing and disentangling concepts in LLMs.☆57Updated last month