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Genesis AI Code 50K (Expert)

Developed by: Within Us AI

Expert dataset with diff supervision, failure→reflection→correction, MoE labels, and governance flags.

Splits

  • train: 49,000
  • validation: 1,000

Highlights

  • Tests-as-truth supervision patterns
  • Diff-first patching
  • Agentic loops (plan→edit→test→reflect) with bounded budgets
  • Tool-call trace supervision (where present)
  • Governance/audit & policy-gate awareness

Storage format

Parquet unavailable (No module named 'pyarrow'); JSONL shards in /data.

Quick start

from datasets import load_dataset
ds = load_dataset("<YOUR_ORG_OR_USER>/Genesis AI Code 50K (Expert)", split="train")
print(ds[0])
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