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
- 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
- Using self-play to augment multi-turn text-to-SQL datasets☆12Oct 20, 2022Updated 3 years ago
- Code for gradient rollback, which explains predictions of neural matrix factorization models, as for example used for knowledge base comp…☆21Mar 16, 2021Updated 5 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.
- ☆30Jun 12, 2023Updated 3 years ago
- [ICML 2026] Memory-Efficient LLM Pretraining via Minimalist Optimizer Design☆23May 26, 2026Updated 2 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☆48Oct 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
- 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
- Official repository for MATES: Model-Aware Data Selection for Efficient Pretraining with Data Influence Models [NeurIPS 2024]☆80Nov 14, 2024Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Implementation of semi-supervised learning using PyTorch Lightning☆14Jul 25, 2024Updated 2 years ago
- ☆18Feb 20, 2024Updated 2 years ago
- ☆22Feb 4, 2026Updated 6 months ago
- Wrapper for Ckmeans.1d.dp.☆13Mar 20, 2025Updated last year
- [NeurIPS 2023] Towards Free Data Selection with General-Purpose Models☆43Mar 14, 2025Updated last year
- The code for the Network Binarization via Contrastive Learning, which has been accepted to ECCV 2022.☆14Jul 13, 2022Updated 4 years ago
- ☆57Oct 23, 2023Updated 2 years ago
- ☆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
- 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.
- ☆16Nov 25, 2022Updated 3 years ago
- This is the official implementation of TAGCOS: Task-agnostic Gradient Clustered Coreset Selection for Instruction Tuning Data☆13Jul 21, 2024Updated 2 years ago
- ☆10Mar 18, 2022Updated 4 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
- ☆23Aug 7, 2023Updated 3 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
- A search engine implementation using OpenAI's clip model☆10Jun 20, 2021Updated 5 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- This is an official repository for "LAVA: Data Valuation without Pre-Specified Learning Algorithms" (ICLR2023).☆54Jun 5, 2024Updated 2 years ago
- ☆10Sep 16, 2022Updated 3 years ago
- This is the pytorch\DGL implementation of the AMIGO paper.☆10Feb 6, 2024Updated 2 years ago
- Improved interface for the LSF batch job scheduler☆13Apr 11, 2018Updated 8 years ago
- ☆51Jan 18, 2024Updated 2 years ago
- Bert文本分类，EMA+AD☆19May 19, 2020Updated 6 years ago
- PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations☆17Apr 25, 2020Updated 6 years ago