Code for "Tracing Knowledge in Language Models Back to the Training Data"
☆40Dec 27, 2022Updated 3 years ago
Alternatives and similar repositories for influence
Users that are interested in influence are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆34Feb 11, 2025Updated last year
- [EMNLP'24 oral] On Training Data Influence of GPT Models☆11Jun 6, 2025Updated last year
- Code for Evaluating Explanations for Reading Comprehension with Realistic Counterfactuals.☆17Apr 25, 2021Updated 5 years ago
- Influence Analysis and Estimation - Survey, Papers, and Taxonomy☆90Feb 27, 2024Updated 2 years ago
- A simple and efficient baseline for data attribution☆11Nov 10, 2023Updated 2 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.
- DataInf: Efficiently Estimating Data Influence in LoRA-tuned LLMs and Diffusion Models (ICLR 2024)☆83Oct 3, 2024Updated 2 years ago
- Code for NAACL 2022 paper "Reframing Human-AI Collaboration for Generating Free-Text Explanations"☆29Apr 28, 2023Updated 3 years ago
- A simple Jax implementation of influence functions.☆21Apr 9, 2024Updated 2 years ago
- Source code of ACL2022 "Headed-Span-Based Projective Dependency Parsing" and "Combining (second-order) graph-based and headed-span-based …☆16Jan 12, 2023Updated 3 years ago
- ☆66Jan 13, 2022Updated 4 years ago
- Influence Functions with (Eigenvalue-corrected) Kronecker-Factored Approximate Curvature☆199May 23, 2026Updated 5 months ago
- [NeurIPS '25] Code for Paper "IF-Guide: Influence Function-Guided Suppression of Harmful Training Data for Reducing LLM Toxicity"☆14Oct 22, 2025Updated last year
- Rationales for Sequential Predictions☆39Mar 10, 2022Updated 4 years ago
- [NAACL 2022] GlobEnc: Quantifying Global Token Attribution by Incorporating the Whole Encoder Layer in Transformers☆24May 16, 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.
- Continual Memorization of Factoids in Large Language Models☆12Nov 20, 2024Updated last year
- An implementation of online data mixing for the Pile dataset, based on the GPT-NeoX library.☆15Jan 9, 2024Updated 2 years ago
- Entity-Based Knowledge Conflicts in Question Answering. Code repo for EMNLP2021 paper: https://aclanthology.org/2021.emnlp-main.565/☆77Sep 11, 2026Updated last month
- Fast Axiomatic Attribution for Neural Networks (NeurIPS*2021)☆15Feb 24, 2026Updated 8 months ago
- ☆11Apr 23, 2023Updated 3 years ago
- Implementation of Estimating Training Data Influence by Tracing Gradient Descent (NeurIPS 2020)☆248Feb 14, 2022Updated 4 years ago
- TBC☆28Nov 2, 2022Updated 4 years ago
- ☆23Dec 8, 2022Updated 3 years ago
- Data for "Datamodels: Predicting Predictions with Training Data"☆97May 25, 2023Updated 3 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- A simple PyTorch implementation of influence functions.☆97Jun 17, 2024Updated 2 years ago
- Official repository for Fourier model that can generate periodic signals☆10Mar 10, 2022Updated 4 years ago
- Code for paper "Do Language Models Have Beliefs? Methods for Detecting, Updating, and Visualizing Model Beliefs"☆28May 2, 2022Updated 4 years ago
- Code for the paper "Refining Language Model with Compositional Explanation" (NeurIPS 2021)☆11Oct 25, 2021Updated 5 years ago
- [NeurIPS 2025 Spotlight] Enhancing Training Data Attribution with Representational Optimization☆13Jan 26, 2026Updated 9 months ago
- This repository includes code for the paper "Does Localization Inform Editing? Surprising Differences in Where Knowledge Is Stored vs. Ca…☆62May 9, 2023Updated 3 years ago
- Explaining neural decisions contrastively to alternative decisions.☆24Mar 18, 2021Updated 5 years ago
- A fast, effective data attribution method for neural networks in PyTorch☆247Nov 18, 2024Updated last year
- Large-batch Training, Neural Network Optimization☆11Nov 8, 2019Updated 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.
- ☆13Jul 26, 2023Updated 3 years ago
- Code for paper "Leakage-Adjusted Simulatability: Can Models Generate Non-Trivial Explanations of Their Behavior in Natural Language?"☆21Oct 13, 2020Updated 6 years ago
- A curated list of resources dedicated to NLP (paper, blogs, note and etc)☆13Nov 30, 2019Updated 6 years ago
- Code for the NAACL 2024 HCI+NLP Workshop paper "LLMCheckup: Conversational Examination of Large Language Models via Interpretability Tool…☆12Mar 24, 2024Updated 2 years ago
- Code for "The Atlas of In-Context Learning: How Attention Heads Shape In-Context Retrieval Augmentation", NeurIPS 2025☆12Jan 20, 2026Updated 9 months ago
- ☆26Dec 12, 2025Updated 10 months ago
- 🪝PISCES - Precise In-Parameter Suppression for Concept EraSure in Large Language Models☆14Jun 28, 2026Updated 4 months ago