Influence Functions with (Eigenvalue-corrected) Kronecker-Factored Approximate Curvature
☆194Jun 24, 2025Updated 11 months ago
Alternatives and similar repositories for kronfluence
Users that are interested in kronfluence are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A simple PyTorch implementation of influence functions.☆95Jun 17, 2024Updated last year
- AI Logging for Interpretability and Explainability🔬☆145Jun 7, 2024Updated last year
- Influence Analysis and Estimation - Survey, Papers, and Taxonomy☆88Feb 27, 2024Updated 2 years ago
- ☆66Jan 13, 2022Updated 4 years ago
- Code for "Tracing Knowledge in Language Models Back to the Training Data"☆40Dec 27, 2022Updated 3 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- A simple Jax implementation of influence functions.☆20Apr 9, 2024Updated 2 years ago
- DataInf: Efficiently Estimating Data Influence in LoRA-tuned LLMs and Diffusion Models (ICLR 2024)☆81Oct 3, 2024Updated last year
- A fast, effective data attribution method for neural networks in PyTorch☆238Nov 18, 2024Updated last year
- `dattri` is a PyTorch library for developing, benchmarking, and deploying efficient data attribution algorithms.☆123Mar 24, 2026Updated 2 months ago
- Data for "Datamodels: Predicting Predictions with Training Data"☆96May 25, 2023Updated 3 years ago
- This is a PyTorch reimplementation of Influence Functions from the ICML2017 best paper: Understanding Black-box Predictions via Influence…☆347Oct 29, 2023Updated 2 years ago
- pyDVL is a library of stable implementations of algorithms for data valuation and influence function computation☆146Apr 13, 2026Updated last month
- Implementation of Gradient Information Optimization (GIO) for effective and scalable training data selection☆14Jun 22, 2023Updated 2 years ago
- [ICML 2024] SINGD: KFAC-like Structured Inverse-Free Natural Gradient Descent (http://arxiv.org/abs/2312.05705)☆24Nov 4, 2024Updated last year
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- ModelDiff: A Framework for Comparing Learning Algorithms☆59Aug 15, 2023Updated 2 years ago
- Intriguing Properties of Data Attribution on Diffusion Models (ICLR 2024)☆39Jan 23, 2024Updated 2 years ago
- Find the samples, in the test data, on which your (generative) model makes mistakes.☆32Oct 16, 2024Updated last year
- A simple and efficient baseline for data attribution☆11Nov 10, 2023Updated 2 years ago
- A toolkit for quantitative evaluation of data attribution methods.☆60May 11, 2026Updated 2 weeks ago
- Implementation of Influence Function approximations for differently sized ML models, using PyTorch☆18Sep 15, 2023Updated 2 years ago
- Code for NeurIPS'23 paper "A Bayesian Approach To Analysing Training Data Attribution In Deep Learning"☆17Jan 12, 2024Updated 2 years ago
- ☆51Mar 24, 2023Updated 3 years ago
- ☆64Apr 25, 2020Updated 6 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- [NeurIPS D&B '25] The one-stop repository for LLM unlearning☆543Mar 18, 2026Updated 2 months ago
- A library for efficient patching and automatic circuit discovery.☆97Dec 31, 2025Updated 4 months ago
- Landing page for MIB: A Mechanistic Interpretability Benchmark☆25Aug 15, 2025Updated 9 months ago
- Official repository for MATES: Model-Aware Data Selection for Efficient Pretraining with Data Influence Models [NeurIPS 2024]☆79Nov 14, 2024Updated last year
- Repository containing Pytorch code for EKFAC and K-FAC perconditioners.☆154Jun 22, 2023Updated 2 years ago
- RapidIn: Scalable Influence Estimation for Large Language Models (LLMs). The implementation for paper "Token-wise Influential Training Da…☆21Mar 10, 2026Updated 2 months ago
- Code for paper: “What Data Benefits My Classifier?” Enhancing Model Performance and Interpretability through Influence-Based Data Selecti…☆23May 17, 2024Updated 2 years ago
- Evaluating and improving the faithfulness of the interpretations offered by Neural Module Networks☆13Jun 12, 2023Updated 2 years ago
- ☆32May 24, 2023Updated 3 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- LLM finetuning in resource-constrained environments.☆56Jun 24, 2024Updated last year
- An implementation of "Subspace Representations for Soft Set Operations and Sentence Similarities" (NAACL 2024)☆10May 31, 2024Updated last year
- A Survey on Data Selection for Language Models☆259Apr 29, 2025Updated last year
- Regularization, Neural Network Training Dynamics☆14Jan 13, 2020Updated 6 years ago
- An implementation of online data mixing for the Pile dataset, based on the GPT-NeoX library.☆14Jan 9, 2024Updated 2 years ago
- ☆37Jun 10, 2021Updated 4 years ago
- A benchmark for mechanistic discovery of circuits in Transformers☆17Dec 15, 2024Updated last year