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CRE Underwriting Royal Jelly v1

Commercial real estate underwriting corpus for rent-roll normalization, NOI reasoning, diligence extraction, and acquisition memo structure.

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Asset Snapshot

Domain
Commercial Real Estate
Category
Underwriting
Version
1.0.0
Records
1,461,572
Size
3.9 GB
Quality
91/100
Fine-tune readiness
100/100
Readiness label
Fine-tune ready
Validation
passed

Intended Use

Prototype fine-tuning and evaluation flows for CRE underwriting assistants.

Not Intended Use

Not for investment advice, lending decisions, or valuation without verified source files.

Schema Preview

{
  "instruction": "Normalize this rent roll into underwriting fields.",
  "input": "Unit A, 1200 sqft, monthly rent 2400, vacancy false.",
  "output": {
    "unit": "A",
    "sqft": 1200,
    "rent_monthly": 2400,
    "occupied": true
  }
}

Example Records

[
  {
    "instruction": "Normalize this rent roll into underwriting fields.",
    "input": "Unit A, 1200 sqft, monthly rent 2400, vacancy false.",
    "output": {
      "unit": "A",
      "sqft": 1200,
      "rent_monthly": 2400,
      "occupied": true
    }
  }
]

Formats and Tasks

jsonlcsvinstruction-tuningextractionsummarizationgpt-ossllamamistralqwen

Fine-tuning Notes

Indexed from internal CRE storage corpus with SHA256 receipts and record counts captured from controlled JSONL sources. Curated on sovereign bare-metal RTX 6000 fleet and RTX 3090 systems.

Record counts, byte sizes, and SHA256 hashes captured for canonical and stamped CRE JSONL sources.

Files, Hashes, and Receipts

defendable-storage://cre_underwriting_royal_jelly_v1/cre_canonical_dedup_jsonljsonlfull1.2 GB15adfccc3d3b9c38e30059bb6bd2da2006ec6740ea8faad135b9438eede63ec6
defendable-storage://cre_underwriting_royal_jelly_v1/cre_honey_stamped_jsonljsonlfull2.7 GB770942e35d62581b22841fdc1a0a10d17252ce9243a02848a45df6079051c97f

External Storage Locations

Cre Canonical Dedup Jsonl
defendable-storage://cre_underwriting_royal_jelly_v1/cre_canonical_dedup_jsonl
1.2 GB
15adfccc3d3b9c38e30059bb6bd2da2006ec6740ea8faad135b9438eede63ec6
Internal source file with SHA256 receipt.
Cre Honey Stamped Jsonl
defendable-storage://cre_underwriting_royal_jelly_v1/cre_honey_stamped_jsonl
2.7 GB
770942e35d62581b22841fdc1a0a10d17252ce9243a02848a45df6079051c97f
Internal source file with SHA256 receipt.
sha256: receipt-cre-underwriting-royal-jelly-v1
CRE Underwriting Royal Jelly v1 file inventory indexed with 2 file(s), 1,461,572 records, 4,197,267,267 bytes, and SHA256 receipts.

Dataset Card Preview

---
license: cc-by-4.0
task_categories: instruction-tuning, extraction, summarization
pretty_name: CRE Underwriting Royal Jelly v1
---

# CRE Underwriting Royal Jelly v1

Commercial real estate underwriting corpus for rent-roll normalization, NOI reasoning, diligence extraction, and acquisition memo structure.

## Datasets

- CRE Underwriting Royal Jelly v1 (cre_underwriting_royal_jelly_v1) - 1,461,572 records

## Provenance

This card was generated from DefendableDatasets registry metadata. Verify SHA256 hashes before training.

## Warnings

- Attribution licenses are present. Keep license notices with exports.