datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
meaningfulness-cross-language-rendering
Cross-Language Rendering for Meaning vs Meaningfulness (Paper B 2026ap)
HF dataset DOI: 10.57967/hf/8971
Companion paper concept DOI: 10.5281/zenodo.20409701
Companion GitHub mirror: https://github.com/spectralbranding/meaningfulness-papers/tree/main/meaning-meaningfulness-empirical
Dataset Summary
This dataset contains the multi-language rendering and extraction artifacts demonstrating Proposition P4 (rendering-equivalence under spine-preservation) from Zharnikov… See the full description on the dataset page: https://huggingface.co/datasets/spectralbranding/meaningfulness-cross-language-rendering.svg-chart-render-v1
SVG Chart Render Mix v1
Training data for fine-tuning a small code model (DeepSeek Coder 1.3B)
to map (chart specification JSON) to inline SVG code.
Part of the SQL Agent LLMOps project.
Total
Sources
Input
Output
~25,000 rows
2
structured JSON chart spec
rendered SVG string
Part of the SQL Agent LLMOps project
Dataset
Model
Role
DanielRegaladoCardoso/text-to-sql-mix-v2
Qwen 2.5 Coder 7B
NL question to SQL… See the full description on the dataset page: https://huggingface.co/datasets/DanielRegaladoCardoso/svg-chart-render-v1.