A list of papers about data quality in Large Language Models (LLMs)
☆27Dec 14, 2023Updated 2 years ago
Alternatives and similar repositories for Data-Centric_LLM_Studies
Users that are interested in Data-Centric_LLM_Studies are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Survey on Data-centric Large Language Models☆95Jul 8, 2024Updated 2 years ago
- ☆15Feb 10, 2026Updated 8 months ago
- Trending projects & awesome papers about data-centric llm studies.☆41May 20, 2025Updated last year
- [2025 NeurlPS Spotlight] MetaMind: Modeling Human Social Thoughts with Metacognitive Multi-Agent Systems☆89Aug 19, 2025Updated last year
- SWIFT: Mapping Sub-series with Wavelet Decomposition Improves Time Series Forecasting☆12Mar 12, 2025Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- ☆26Sep 30, 2026Updated last month
- ☆35Nov 18, 2025Updated 11 months ago
- 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
- The implementation of Teachability-Aware On-Policy Distillation (TA-OPD), the method introduced in Not All Disagreement Is Learnable: Tok…☆21May 25, 2026Updated 5 months ago
- Fast and Slow Generating: An Empirical Study on Large and Small Language Models Collaborative Decoding.☆13Nov 19, 2024Updated last year
- ☆14Aug 11, 2025Updated last year
- An open-source, self-hosted social AI agent across QQ, Telegram, Feishu/Lark and personal clients, with persistent identity, long-term me…☆25Updated this week
- ☆13Dec 23, 2025Updated 10 months ago
- Code repository for Group-MATES Group-Level Data Selection for Efficient Pretraining☆13Jun 14, 2025Updated last year
- 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.
- ☆11May 17, 2026Updated 5 months ago
- ☆34Jun 30, 2026Updated 4 months ago
- Evolving what multimodal agents see and how they read it. Framework, ten reusable task skills, and paper resources.☆21Oct 14, 2026Updated 2 weeks ago
- [ICLR'25] Geometric Problem Solving Through Unified Formalized Vision-Language Pre-training☆48Jan 25, 2025Updated last year
- Just a demonstration of some sampling techniques (rejection sampling, importance sampling, sampling importance resampling, Metropolis sam…☆11Aug 24, 2013Updated 13 years ago
- ☆17Dec 9, 2022Updated 3 years ago
- Benchmark for automated failure attributions in agentic systems (🏆 ICML 2025 Spotlight)☆38Jan 6, 2026Updated 9 months ago
- Debiasing Through Data Attribution☆13May 23, 2024Updated 2 years ago
- Mimic interview☆10Jun 26, 2020Updated 6 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Repository for the Q-Filters method (https://arxiv.org/pdf/2503.02812)☆35Mar 7, 2025Updated last year
- [ICML 2021] "Double-Win Quant: Aggressively Winning Robustness of Quantized DeepNeural Networks via Random Precision Training and Inferen…☆16Feb 13, 2022Updated 4 years ago
- ☆10Mar 21, 2022Updated 4 years ago
- 🦠⚡️ Neural Cellular Automata (NCA) implemented with PyTorch Lightning☆13Jun 29, 2021Updated 5 years ago
- [EMNLP 2024 (main)] Attention Score is not All You Need for Token Importance Indicator in KV Cache Reduction: Value Also Matters☆14Nov 5, 2024Updated last year
- Implementation of stop sequencer for Huggingface Transformers☆16Jun 6, 2023Updated 3 years ago
- ☆19Mar 21, 2022Updated 4 years ago
- Socratic-Zero is a fully autonomous framework that generates high-quality training data for mathematical reasoning☆37Oct 26, 2025Updated last year
- [🏆ACL'26] Official Repo for Faithful-First Reasoning, Planning, and Acting for Multimodal LLMs☆16Jun 28, 2026Updated 4 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.
- ☆19Oct 19, 2026Updated last week
- ☆10Jul 23, 2024Updated 2 years ago
- ☆17Oct 3, 2026Updated 3 weeks ago
- ☆13May 29, 2024Updated 2 years ago
- ☆18Aug 14, 2026Updated 2 months ago
- [ICML 2025] Predictive Data Selection: The Data That Predicts Is the Data That Teaches☆67Mar 4, 2025Updated last year
- An official implementation of "InstantFusion: A Shared Latent Interface for Heterogeneous Image Generators"☆22Oct 12, 2026Updated 2 weeks ago