| --- |
| 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") |
|
|
