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item 23 pre-registered: d=1 ceiling controls (x600 undertrain arm, pp30 pause-bandwidth arm, +-5pt decision rule); trainer gains --tag-suffix

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Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
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Nils
2026-07-16 16:27:54 +02:00
co-authored by Claude Fable 5
parent 7d60f37cf1
commit 001a4ca5f3
3 changed files with 33 additions and 1 deletions
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scripts/train_carry_cot.py
+3 -1
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@@ -51,12 +51,14 @@ ap.add_argument("--pause-per-step", type=int, default=10,
ap.add_argument("--warm-start", default=None, metavar="ADAPTER_PT")
ap.add_argument("--steps", type=int, default=STEPS)
ap.add_argument("--lr", type=float, default=LR)
ap.add_argument("--tag-suffix", default="",
help="appended to TAG (distinguish control variants)")
ARGS = ap.parse_args()
STEPS, LR = ARGS.steps, ARGS.lr
TAG = ("carrycot_ff" if ARGS.feedforward else "carrycot") + (
f"_b{ARGS.drop_steps}" if ARGS.drop_steps else "") + (
f"_ln{ARGS.lensnoise.replace(',', '_')}" if ARGS.lensnoise else "") + (
f"_s{ARGS.seed}" if ARGS.seed else "")
f"_s{ARGS.seed}" if ARGS.seed else "") + ARGS.tag_suffix
def drop_cot_steps(cot, d):