Datasets:

rapman
/

orpheon-structural-dataset

license: mit
language:
  - es
  - en
  - pt
  - ro
  - fr
tags:
  - structural-engineering
  - construction
  - eurocode
  - AISC
  - BIM
  - fine-tuning
  - ORPHEON
task_categories:
  - text-generation
size_categories:
  - 100K-1M

🏗️ ORPHEON Structural Dataset v4

264,494 ejemplos | 17 tools | 48 categorías

Correcciones en v4

✅ 132 respuestas adversariales únicas (antes 2)
✅ 7 MCP tools añadidas (search_web, get_normative, run_agent, validate_project, get_project_summary, get_project_quantities, calculate_duration_days)
✅ 17 herramientas totales (antes 11)
✅ 100% language coherence ES/EN/PT/RO
✅ Timber realistico: 57% passed, 15% failed
✅ 0 categorías artificiales de 2000 exactos
✅ query_bim_element reemplazado por lookup_section

Tools disponibles

search_web, get_normative, run_agent, validate_project, get_project_summary, get_project_quantities, calculate_duration_days, lookup_section, verify_bending, design_rc_section, verify_timber_bending, verify_bolted_connection, get_seismic_params, verify_shear, classify_section, check_deflection, calculate_footing

Validación

100% tool_calls verificados contra código real
Quality Score ≥ 0.7
Cross-validation 3+ fuentes
Anti-overfitting: 1000+ templates únicos

Files

File	Records
data/final_dataset_combined.jsonl	264,494
data/final_dataset_train.jsonl	211,595
data/final_dataset_val.jsonl	26,449
data/final_dataset_test.jsonl	26,450

Uso

from datasets import load_dataset dataset = load_dataset("rapman/orpheon-structural-dataset", split="train")