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FLAGSHIP DATASET · COMMERCIAL LICENSE · $49

LAMBO 93k

Long-horizon Agentic Multi-domain Behavioral Operations

92,742 thought/action RLEF trajectories for SFT and agent post-training. Audited dump: 0 exact dups, 0 near-dups, 0 bench leak — plus a trained-model receipt.

Generated by teacher fleet

DeepSeek V4 Pro Kimi K2.7 Code GPT-5.6 Sol
Rows
92,742
Exact dups
0
Near-dups
0
Bench leak
0
  • • Domains: SWE · SysAdmin/DevOps · Algorithms · Data Eng · Swarm · Architecture
  • • Gate 1 SHA-256 + MinHash/LSH Jaccard ≥ 0.85 (global, cross-group)
  • • Gate 2 13-gram scan vs GSM8K, MMLU, HumanEval, MBPP, ARC-C, HellaSwag, SWE-bench
  • • Receipt: Qwen3-8B HumanEval 0.8281 → 0.8594 (+3.8%)
Buy commercial license — $49 dedup_report.json contamination_report.json

Stripe Payment Link not attached yet. Create it in Stripe Dashboard, then paste below (admin) or see STRIPE_PAYMENT_LINK.md.

What you receive

  • LAMBO_dataset_93k_full.jsonl — ~1.5 GB
  • Optional cuts: 50k · 25k
  • Rerunnable audit_tools/
  • Training receipt + eval card (HumanEval lift documented; GSM8K −4.7% known cost)
  • Non-exclusive commercial training rights

TruthfulQA / GPQA not claimed clean. Exclusive buyout: contact. Preview on Hugging Face: swarmagents/LAMBO-agentic-93k-preview

Sample row UNIV-AGNT-000002-R06 · elo 3400 · sysadmin 
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