datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
SolidGeo
SolidGeo: Measuring Multimodal Spatial Math Reasoning in Solid Geometry
[🌐 Homepage] [💻 Github] [🤗 Huggingface Dataset]
[📊 Leaderboard ] [🔍 Visualization] [📖 Paper]
Dataset Description
SolidGeo is the first large-scale benchmark specifically designed to evaluate the performance of MLLMs on mathematical reasoning tasks in solid geometry. SolidGeo consists of 3,113 real-world K–12 and competition-level problems, each paired with visual context and annotated… See the full description on the dataset page: https://huggingface.co/datasets/SolidGeo/SolidGeo.solarhive-community-solar-multimodal
SolarHive Community Solar Dataset
Canonical training corpus for the SolarHive family of fine-tuned Gemma 4 models. 1,727 rows (1,713 text + 14 image-grounded).
A combined text + sky-image training corpus for community solar energy intelligence. Built to fine-tune Gemma 4 into an AI energy advisor for residential solar microgrids — answering questions about production, storage, grid mix, weather impact, maintenance scheduling, and cross-source planning, with native… See the full description on the dataset page: https://huggingface.co/datasets/Truthseeker87/solarhive-community-solar-multimodal.solidity-vulnerability-energy-signatures
🔐 Solidity Vulnerability Energy Signatures
2,250 examples — 19 vulnerability classes — 118 examples/class average
A novel dataset mapping smart contract vulnerabilities to energy landscape signatures for phase-transition-based detection. Expanded from 217 → 2,250 on March 8, 2026.
What Makes This Dataset Unique
Every existing Solidity vulnerability dataset gives you code → label. This dataset gives you code → label → energy signature → phase state → detection threshold —… See the full description on the dataset page: https://huggingface.co/datasets/zkaedi/solidity-vulnerability-energy-signatures.