☆21Jun 27, 2026Updated 4 months ago
Alternatives and similar repositories for GREATS
Users that are interested in GREATS are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Official Code Repository for [AutoScale📈: Scale-Aware Data Mixing for Pre-Training LLMs] Published as a conference paper at **COLM 2025*…☆14Aug 8, 2025Updated last year
- This is an official repository for "Performance Scaling via Optimal Transport: Enabling Data Selection from Partially Revealed Sources" (…☆14Oct 26, 2023Updated 3 years ago
- Exploration of automated dataset selection approaches at large scales.☆56Mar 4, 2025Updated last year
- [NeurIPS-2023] The PyTorch Implementation of MoSo. The algorithms are based on our paper: "Data Pruning via Moving-one-Sample-out". MoSo …☆11May 21, 2026Updated 5 months ago
- Less is More: High-value Data Selection for Visual Instruction Tuning☆20Jan 18, 2025Updated last year
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- [ACL 2024] Prompt Optimization via Adversarial In-Context Learning☆13Sep 4, 2024Updated 2 years ago
- Code implementation for ICLR 2025 paper: ELFS: Label-Free Coreset Selection with Proxy Training Dynamics☆13Feb 11, 2025Updated last year
- Paper Repository☆11Sep 6, 2022Updated 4 years ago
- Codebase for ICML submission "DOGE: Domain Reweighting with Generalization Estimation"☆21Feb 29, 2024Updated 2 years ago
- ☆20Dec 29, 2024Updated last year
- [ICLR 2024] "Data Distillation Can Be Like Vodka: Distilling More Times For Better Quality" by Xuxi Chen*, Yu Yang*, Zhangyang Wang, Baha…☆15May 18, 2024Updated 2 years ago
- ☆13Jan 2, 2026Updated 10 months ago
- ☆34Feb 11, 2025Updated last year
- ☆35Aug 9, 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.
- Few-shot Learning with Auxiliary Data☆30Dec 8, 2023Updated 2 years ago
- Aioli: A unified optimization framework for language model data mixing☆34Jan 17, 2025Updated last year
- Skill-It! A Data-Driven Skills Framework for Understanding and Training Language Models☆49Oct 31, 2023Updated 3 years ago
- [NeurIPS 2022] Explaining Graph Neural Networks with Structure-Aware Cooperative Games (GStarX)☆15Oct 20, 2022Updated 4 years ago
- This repository is the official implementation of Dataset Condensation with Contrastive Signals (DCC), accepted at ICML 2022.☆22Jun 8, 2022Updated 4 years ago
- ☆52Jan 24, 2024Updated 2 years ago
- ☆34Mar 13, 2025Updated last year
- AI Logging for Interpretability and Explainability🔬☆149Jun 7, 2024Updated 2 years ago
- ☆22Jan 2, 2026Updated 10 months 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.
- Data Valuation without Training of a Model, submitted to ICLR'23☆22Dec 30, 2022Updated 3 years ago
- A Survey on Data Selection for Language Models☆261Apr 29, 2025Updated last year
- Python wrapper and evaluation tools for the Approach Zero search engine core.☆10Nov 4, 2023Updated 3 years ago
- Codebase for paper: "Counterfactual Simulation Training for Chain-of-Thought Faithfulness"☆17Jun 18, 2026Updated 4 months ago
- Code of the paper: GraphScout: Empowering Large Language Models with Intrinsic Exploration Ability for Agentic Graph Reasoning☆11Aug 9, 2026Updated 2 months ago
- This is an official repository for "LAVA: Data Valuation without Pre-Specified Learning Algorithms" (ICLR2023).☆53Jun 5, 2024Updated 2 years ago
- [COLM 2026] Official implementation for "GradAlign: Gradient-Aligned Data Selection for LLM Reinforcement Learning"☆15Mar 4, 2026Updated 8 months ago
- Code for ICML 2026 Oral paper "OPUS: Towards Efficient and Principled Data Selection in Large Language Model Pre-training in Every Iterat…☆36May 30, 2026Updated 5 months ago
- `dattri` is a PyTorch library for developing, benchmarking, and deploying efficient data attribution algorithms.☆127Mar 24, 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.
- [AAAI'24] Stable Unlearnable Example: Enhancing the Robustness of Unlearnable Examples via Stable Error-Minimizing Noise☆12Aug 6, 2024Updated 2 years ago
- Code for the paper "PLASTIC: Improving Input and Label Plasticity for Sample Efficient Reinforcement Learning" (NeurIPS 2023)☆23Dec 8, 2023Updated 2 years ago
- Repository for "Learning Scientific Exploration from Human Research Decision Trajectories"☆12Oct 8, 2026Updated 3 weeks ago
- Lossless Training Speed Up by Unbiased Dynamic Data Pruning☆350Sep 24, 2024Updated 2 years ago
- ☆46May 27, 2026Updated 5 months ago
- Data Efficacy for Language Model Training☆55Oct 10, 2026Updated 3 weeks ago
- ☆21Jul 25, 2022Updated 4 years ago