TRAIS-Lab / dattriLinks
`dattri` is a PyTorch library for developing, benchmarking, and deploying efficient data attribution algorithms.
☆84Updated 3 months ago
Alternatives and similar repositories for dattri
Users that are interested in dattri are comparing it to the libraries listed below
Sorting:
- A fast, effective data attribution method for neural networks in PyTorch☆217Updated 9 months ago
- DataInf: Efficiently Estimating Data Influence in LoRA-tuned LLMs and Diffusion Models (ICLR 2024)☆75Updated 11 months ago
- Influence Functions with (Eigenvalue-corrected) Kronecker-Factored Approximate Curvature☆161Updated 2 months ago
- Influence Analysis and Estimation - Survey, Papers, and Taxonomy☆82Updated last year
- AI Logging for Interpretability and Explainability🔬☆126Updated last year
- ☆106Updated 7 months ago
- A simple PyTorch implementation of influence functions.☆91Updated last year
- A Mechanistic Understanding of Alignment Algorithms: A Case Study on DPO and Toxicity.☆77Updated 6 months ago
- ☆73Updated 3 years ago
- Evaluate interpretability methods on localizing and disentangling concepts in LLMs.☆53Updated 11 months ago
- ☆37Updated 8 months ago
- ☆31Updated last year
- ☆26Updated 7 months ago
- ☆61Updated 3 years ago
- Data for "Datamodels: Predicting Predictions with Training Data"☆97Updated 2 years ago
- ☆99Updated last year
- ☆238Updated last year
- Source code of "Task arithmetic in the tangent space: Improved editing of pre-trained models".☆104Updated 2 years ago
- This is an official repository for "LAVA: Data Valuation without Pre-Specified Learning Algorithms" (ICLR2023).☆51Updated last year
- ☆50Updated last year
- [ICLR'25 Spotlight] Min-K%++: Improved baseline for detecting pre-training data of LLMs☆44Updated 3 months ago
- ☆97Updated last year
- ☆48Updated 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 7 months ago
- Stanford NLP Python library for benchmarking the utility of LLM interpretability methods☆128Updated 2 months ago
- ☆17Updated 3 weeks ago
- ☆62Updated 6 months ago
- ☆60Updated last year
- ☆44Updated last year
- [ICLR 2025] General-purpose activation steering library☆102Updated 2 weeks ago