Marker-Gated Abort

Cross-source consensus on Marker-Gated Abort from 1 sources and 5 claims.

1 sources · 5 claims

How it works

Generation uses domain-specific answer markers including boxed answers for math, closing code fences for code, and answer spans for short-form QA. — DUET: Optimize Token-Budget Allocation for Reinforcement Learning with Verifiable Rewards
When a marker appears, DUET keeps the rollout and stops shortly after the marker. — DUET: Optimize Token-Budget Allocation for Reinforcement Learning with Verifiable Rewards
When no marker appears past the abort horizon plus grace window, the rollout is usually aborted but sometimes continued to EOS with importance weighting. — DUET: Optimize Token-Budget Allocation for Reinforcement Learning with Verifiable Rewards
The default abort keep probability is 0.05, with sensitivity tested across 0.01, 0.05, 0.10, and 0.20. — DUET: Optimize Token-Budget Allocation for Reinforcement Learning with Verifiable Rewards
The marker-gated abort is described as the wall-clock lever because it cuts marker-less tails and trims successful rollouts after answers appear. — DUET: Optimize Token-Budget Allocation for Reinforcement Learning with Verifiable Rewards