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
48 lines
1.1 KiB
YAML
48 lines
1.1 KiB
YAML
# Differential reproduction (manuscript revision 2026-09-12): `cull: true` re-founds the lowest-scoring
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# lineage from the highest-scoring one after every generation's measurement (truncation selection at
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# fixed N = 3; the slot keeps its curriculum order). Latin square as in v5. Arms: isolated + cull
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# (selection without recombination) and declinable society + cull (selection with recombination),
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# read against the existing isolated and veto arms. Prediction (Discussion): recombination's early
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# lead becomes a level advantage; parity again is the null. Seeds via hpc/llm_cull.pbs.
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experiment: llm_curriculum_v5_cull
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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:
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- mnli
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- arc
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- hellaswag
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- squad
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- boolq
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- winogrande
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lineages: 3
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generations: 6
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arms:
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- isolated
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- 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: 0.0001
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operator: linear
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merge_weights:
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- - 0.5
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- 0.5
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- - 0.3
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- 0.7
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- - 0.7
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- 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:
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r: 16
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alpha: 32
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output:
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dir: results/llm_curriculum_v5_cull
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cull: true
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