verifiedpubliccc-by-4.0Verified public

SAM.gov Opportunity Intelligence v1

Government opportunity and grants intelligence corpus for qualification, capture planning, summarization, and ranking workflows.

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Asset Snapshot

Domain
Government Contracting
Category
Opportunity Intelligence
Version
1.0.0
Records
19,703
Size
193 MB
Quality
86/100
Fine-tune readiness
100/100
Readiness label
Fine-tune ready
Validation
passed

Intended Use

Prototype opportunity triage, summarization, and qualification workflows.

Not Intended Use

Not a live SAM.gov feed or procurement compliance system.

Schema Preview

{
  "notice": "opportunity text",
  "task": "Extract deadline, agency, set-aside, and fit score.",
  "output": {
    "fit_score": 0.74
  }
}

Example Records

[
  {
    "notice": "opportunity text",
    "task": "Extract deadline, agency, set-aside, and fit score.",
    "output": {
      "fit_score": 0.74
    }
  }
]

Formats and Tasks

jsonlcsvsummarizationrankingentity-resolutionllamamistralqwen

Fine-tuning Notes

Indexed from internal storage grants training corpus with SHA256 and record-count receipt. Curated on sovereign bare-metal RTX 6000 fleet and RTX 3090 systems.

Record count, byte size, and SHA256 hash captured for grants JSONL source.

Files, Hashes, and Receipts

defendable-storage://sam_gov_opportunity_intelligence_v1/grants_train_jsonljsonlfull193 MB35f5d2aeb494814646654d1fd11d38a95d06a5950887f9ffa54aaf6f958f4c17

External Storage Locations

Grants Train Jsonl
defendable-storage://sam_gov_opportunity_intelligence_v1/grants_train_jsonl
193 MB
35f5d2aeb494814646654d1fd11d38a95d06a5950887f9ffa54aaf6f958f4c17
Internal source file with SHA256 receipt.
sha256: receipt-sam-gov-opportunity-intelligence-v1
SAM.gov Opportunity Intelligence v1 file inventory indexed with 1 file(s), 19,703 records, 202,584,590 bytes, and SHA256 receipts.

Dataset Card Preview

---
license: cc-by-4.0
task_categories: summarization, ranking, entity-resolution
pretty_name: SAM.gov Opportunity Intelligence v1
---

# SAM.gov Opportunity Intelligence v1

Government opportunity and grants intelligence corpus for qualification, capture planning, summarization, and ranking workflows.

## Datasets

- SAM.gov Opportunity Intelligence v1 (sam_gov_opportunity_intelligence_v1) - 19,703 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.