Implementation of Gradient Information Optimization (GIO) for effective and scalable training data selection
☆14Jun 22, 2023Updated 3 years ago
Alternatives and similar repositories for gradient-information-optimization
Users that are interested in gradient-information-optimization are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [ICDCS 2023] Evaluation and Optimization of Gradient Compression for Distributed Deep Learning☆10Apr 28, 2023Updated 3 years ago
- Codebase for ICML submission "DOGE: Domain Reweighting with Generalization Estimation"☆21Feb 29, 2024Updated 2 years ago
- PolarGrad: A Class of Matrix-Gradient Optimizers from a Unifying Preconditioning Perspective☆18Aug 10, 2026Updated 3 weeks 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
- Fairer Preferences Elicit Improved Human-Aligned Large Language Model Judgments (Zhou et al., EMNLP 2024)☆14Oct 3, 2024Updated last year
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Using self-play to augment multi-turn text-to-SQL datasets☆13Oct 20, 2022Updated 3 years ago
- https://footprints.baulab.info☆17Oct 4, 2024Updated last year
- ☆30Jun 12, 2023Updated 3 years ago
- [ICML 2026] Memory-Efficient LLM Pretraining via Minimalist Optimizer Design☆23May 26, 2026Updated 3 months ago
- A simple web demo with minimal framework using PyTorch and Streamlit to showcase an image classification model.☆13Dec 17, 2022Updated 3 years ago
- Skill-It! A Data-Driven Skills Framework for Understanding and Training Language Models☆49Oct 31, 2023Updated 2 years ago
- Influence Analysis and Estimation - Survey, Papers, and Taxonomy☆90Feb 27, 2024Updated 2 years ago
- Scalable data valuation using optimal transport (ICLR 2025)☆13Jul 15, 2025Updated last year
- Joint Selection for Large-Scale Pre-Training Data via Policy Gradient-based Mask Learning☆21Jan 4, 2026Updated 7 months 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.
- Code for our EMNLP-2023 paper: "Active Instruction Tuning: Improving Cross-Task Generalization by Training on Prompt Sensitive Tasks"☆26Nov 16, 2023Updated 2 years ago
- Few-shot Learning with Auxiliary Data☆31Dec 8, 2023Updated 2 years ago
- Official repository for MATES: Model-Aware Data Selection for Efficient Pretraining with Data Influence Models [NeurIPS 2024]☆79Nov 14, 2024Updated last year
- ☆44Oct 13, 2023Updated 2 years ago
- ☆22Feb 4, 2026Updated 6 months ago
- [NeurIPS 2023] Towards Free Data Selection with General-Purpose Models☆43Mar 14, 2025Updated last year
- ☆10Jun 19, 2023Updated 3 years ago
- This repository presents the original implementation of Pretraining Data Detection for Large Language Models: A Divergence-based Calibrat…☆23May 21, 2025Updated last year
- ☆16Nov 25, 2022Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- This is the official implementation of TAGCOS: Task-agnostic Gradient Clustered Coreset Selection for Instruction Tuning Data☆13Jul 21, 2024Updated 2 years ago
- Python wrapper to unify reading/writing via NiBabel, pynrrd and SimpleITK within a unified and simple interface.☆18Apr 10, 2026Updated 4 months ago
- Code for "Echo Chamber: RL Post-training Amplifies Behaviors Learned in Pretraining"☆30Oct 14, 2025Updated 10 months ago
- Influence Functions with (Eigenvalue-corrected) Kronecker-Factored Approximate Curvature☆198May 23, 2026Updated 3 months ago
- This is the official source code for CVPR 2024 paper [WWW: A Unified Framework for Explaining What, Where and Why of Neural Networks by I…☆15Mar 26, 2024Updated 2 years ago
- PyTorch implementation for ACL 2021 paper "Maria: A Visual Experience Powered Conversational Agent".☆23Sep 19, 2021Updated 4 years ago
- ☆15Oct 4, 2024Updated last year
- Defeasible Natural Language Inference☆14Dec 4, 2020Updated 5 years ago
- This is an official repository for "LAVA: Data Valuation without Pre-Specified Learning Algorithms" (ICLR2023).☆54Jun 5, 2024Updated 2 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.
- This is the pytorch\DGL implementation of the AMIGO paper.☆10Feb 6, 2024Updated 2 years ago
- ☆51Jan 18, 2024Updated 2 years ago
- Bert文本分类，EMA+AD☆19May 19, 2020Updated 6 years ago
- Repository for "I am a Strange Dataset: Metalinguistic Tests for Language Models"☆46Jan 11, 2024Updated 2 years ago
- PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations☆17Apr 25, 2020Updated 6 years ago
- ☆12Jun 21, 2022Updated 4 years ago
- Neural-Backed Decision Tree sample integration with pytorch-image-models☆16Sep 18, 2020Updated 5 years ago