verifiedpublicapache-2.0Verified public

Mining Ops Q&A v1

Mining and blockchain operations corpus covering uptime, power, thermal constraints, maintenance workflows, and operations Q&A.

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Asset Snapshot

Domain
Mining / Crypto
Category
Operations Q&A
Version
1.0.0
Records
5,046
Size
59 MB
Quality
86/100
Fine-tune readiness
100/100
Readiness label
Fine-tune ready
Validation
passed

Intended Use

Prototype assistants that answer mining facility operations questions.

Not Intended Use

Not safety, financial, or electrical engineering advice.

Schema Preview

{
  "question": "What signals indicate thermal throttling risk?",
  "answer": "Rising inlet temperature, fan saturation, reduced hash rate, and correlated error logs."
}

Example Records

[
  {
    "question": "What signals indicate thermal throttling risk?",
    "answer": "Rising inlet temperature, fan saturation, reduced hash rate, and correlated error logs."
  }
]

Formats and Tasks

jsonlqainstruction-tuningllamamistralqwen

Fine-tuning Notes

Indexed from internal storage blockchain stream 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 blockchain stream JSONL source.

Files, Hashes, and Receipts

defendable-storage://mining_ops_qa_v1/blockchain_stream_jsonljsonlfull59 MBf9f4e61706c63e8122eabd6292b6637beb020466b2fcc29b6fc7511630ba7fc8

External Storage Locations

Blockchain Stream Jsonl
defendable-storage://mining_ops_qa_v1/blockchain_stream_jsonl
59 MB
f9f4e61706c63e8122eabd6292b6637beb020466b2fcc29b6fc7511630ba7fc8
Internal source file with SHA256 receipt.
sha256: receipt-mining-ops-qa-v1
Mining Ops Q&A v1 file inventory indexed with 1 file(s), 5,046 records, 62,332,143 bytes, and SHA256 receipts.

Dataset Card Preview

---
license: apache-2.0
task_categories: qa, instruction-tuning
pretty_name: Mining Ops Q&A v1
---

# Mining Ops Q&A v1

Mining and blockchain operations corpus covering uptime, power, thermal constraints, maintenance workflows, and operations Q&A.

## Datasets

- Mining Ops Q&A v1 (mining_ops_qa_v1) - 5,046 records

## Provenance

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

## Warnings

- No warnings generated.