Giorgio Gilestro
84124de143
Clarity pass over the main text (36-item audit), Discussion rewrite and cut, acknowledgements, Souly et al. as ref 62, lettered SI panels, model section moved under Results; plus the untracked curriculum/society/compose/smol configs, runners, figures, stats and tests that the SI already cites. Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01Y64o8FKP7rCuXzC48pxpMm
20 lines
1,017 B
YAML
20 lines
1,017 B
YAML
# Calibration stage A, second pass (prereg §4 amendments, 2026-09-07): the first pass left only six
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# families in band. Changes, each recorded in the prereg: founder budget 600 -> 1200 x 3 (uniform);
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# roman / binary / prime prompt spaces enlarged; three new learnable candidates (wordlen,
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# lettercount, sumeven); the specialist UPPER bound relaxed 0.90 -> 1.00 (the headroom argument it
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# encoded concerns fusion composing to a ceiling, not transmission/assembly). Families whose
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# specialist scored <= 0.20 in pass 1 (sortletters, caesar, progression) are not re-trained.
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experiment: llm_society_v2_calib_a2
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kind: llm_society_calib
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stage: families
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base_model: Qwen/Qwen2.5-0.5B-Instruct
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seed: 1
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families: [lists, strings, arith, roman, binary, setops, numtheory, mixedtoken, vectors, charfreq,
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digits, liststats, alphabet, prime, wordlen, lettercount, sumeven]
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spec_hi: 1.0
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n_test: 100
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n_probe: 10
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spec_train: 1200
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spec_epochs: 3
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lora: {r: 16, alpha: 32}
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output: {dir: results/llm_society_v2_calib_a2}
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