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
35 lines
1.4 KiB
YAML
35 lines
1.4 KiB
YAML
# Decorrelated curriculum (manuscript review, 2026-09-11). In the Latin square partner complementarity
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# falls monotonically with generation (1.0, 1.0, 0.8, 0.67, 0.33, 0.0), so the veto's acceptance curve
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# is collinear with adapter age. Here every lineage starts with the same non-destroyer family (mnli),
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# then diverges maximally, then converges: complementarity 0.00, 0.67, 0.70, 0.58, 0.33, 0.00 by
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# generation. Same six families, same G, destroyers (boolq, winogrande) spread across lineages as
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# in the Latin square. Arms: the declinable merge (`society` + `allow_veto`) and its never-merge
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# reference under the same curriculum. Pre-registered readout: tasks/prereg-llm-society-v4.md §8g.
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experiment: llm_curriculum_v5_decor
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kind: llm_curriculum
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base_model: Qwen/Qwen2.5-1.5B
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seed: 1
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families: [mnli, arc, hellaswag, squad, boolq, winogrande]
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orders:
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- [mnli, arc, hellaswag, squad, boolq, winogrande]
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- [mnli, squad, boolq, winogrande, arc, hellaswag]
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- [mnli, winogrande, arc, hellaswag, squad, boolq]
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lineages: 3
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generations: 6
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arms: [isolated, society]
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baselines: []
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allow_veto: true
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n_new: 300
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n_replay: 150
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n_test: 60
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n_val: 20
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epochs: 3
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lr: 1.0e-4
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operator: linear
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merge_weights: [[0.5, 0.5], [0.3, 0.7], [0.7, 0.3]]
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max_new_tokens: 48
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batch_size: 24
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train_batch_size: 2
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train_max_len: 512
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lora: {r: 16, alpha: 32}
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output: {dir: results/llm_curriculum_v5_decor}
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