Comprehensive Guide to LLM Dataset Curation: From Training to Preference Alignment
Explore the essential datasets and tools for LLM post-training, including supervised fine-tuning datasets, preference alignment data, and curation methodolog...
Datasets
Awesome Public Datasets: Your Gateway to High-Quality Open Data
Discover the ultimate collection of curated public datasets across diverse domains, from agriculture to eSports, maintained by the global open data community.
Rowfill: Complete Guide to Unstructured Data Processing Platform for Knowledge Workers
Discover the core features and applications of Rowfill, an open-source AI platform that automatically structures PDF, image, and audio files.
Complete Guide to Industry-Specific Public Datasets for Enterprise RAG Systems: From Banking to Securities
Comprehensive compilation of public datasets and implementation methods for building RAG-based LLM chatbots across banking, insurance, accounting, legal, hea...
NVIDIA OpenMathReasoning: Large-Scale Mathematical Reasoning Dataset Behind AIMO-2 Winning Model
Complete analysis of OpenMathReasoning dataset with 306K math problems and 5.68M solutions - CoT, TIR, GenSelect methodologies and OpenMath-Nemotron series p...
NVIDIA OpenCodeReasoning: Largest Reasoning-Based Coding Dataset for Competitive Programming
Complete analysis of OpenCodeReasoning with 735K samples and 28K problems - R1 model-based synthetic data, 10 major platforms integrated, SFT optimized
NVIDIA AceReason-1.1-SFT: Comprehensive Guide to Math & Code Reasoning Specialized SFT Dataset
Detailed analysis of NVIDIA’s AceReason-1.1-SFT dataset - CC BY 4.0 license, 4M samples, DeepSeek-R1 based high-quality math and code reasoning data