name: paper_long_iter
intent: >
  How does subject-verb agreement generalization (unseen_mismatch) evolve over
  the course of training, across the full Z sweep? The paper reports accuracy
  at a fixed 1200-iteration budget; this run extends training to 10,000
  iterations with checkpoints at six waypoints to see whether the fixed budget
  under- or over-shoots the agreement solution at each Z.
hypothesis: >
  Agreement generalization is not monotone in training time. At high Z
  (concentrated pairings) the model should reach its agreement solution early
  and then drift away from it with continued training; at low Z it may never
  reach one. If so, the paper's fixed-budget curve conflates "cannot learn
  agreement" with "peak missed by the snapshot time".
seed: 42
base_args: []
runs:
  - label: sweep
    args: [--parameter-range, "0.0,3.0", --step, "0.1", --n-iterations, "10",
           --max-iter, "10000",
           --waypoints, "300", "600", "1200", "2400", "4800", "10000"]
compare:
  metric: unseen_mismatch
