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llm-training-data

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Cre4T3Tiv3

BIVREST — a group verification protocol for role-based behavior. "Believe/Don't Believe" voting with structured logging of actions and group decisions. A data collection method for behavioral research.

  • Updated Jun 25, 2026

Stratified LLM Subsets delivers diverse training data at 100K-1M scales across pre-training (FineWeb-Edu, Proof-Pile-2), instruction-following (Tulu-3, Orca AgentInstruct), and reasoning distillation (Llama-Nemotron). Embedding-based k-means clustering ensures maximum diversity across 5 high-quality open datasets.

  • Updated Oct 4, 2025
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