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
28 lines
985 B
YAML
28 lines
985 B
YAML
# Gate run for the curriculum society (prereg v4 §5). G0 is the decisive one: with a single lineage
|
|
# and no recombination, does cumulative capability CLIMB across generations? If capability cannot
|
|
# accumulate in the simplest arm, no outcome of the full design is interpretable — stop.
|
|
# Also exercises G1 (inheritance transmits), G2 (forgetting occurs without full replay) and, with
|
|
# lineages=3, G3 (recombination combines disjoint knowledge).
|
|
experiment: llm_curriculum_gate
|
|
kind: llm_curriculum
|
|
base_model: Qwen/Qwen2.5-1.5B
|
|
seed: 1
|
|
families: [strings, setops, numtheory] # 3 families, 3 generations — the smallest climb test
|
|
lineages: 3
|
|
generations: 3
|
|
arms: [isolated, society]
|
|
baselines: []
|
|
n_new: 300
|
|
n_replay: 120
|
|
n_test: 60
|
|
n_val: 30
|
|
epochs: 3
|
|
lr: 1.0e-4
|
|
operator: linear
|
|
merge_weights: [[0.5, 0.5], [0.3, 0.7], [0.7, 0.3]]
|
|
max_new_tokens: 32
|
|
batch_size: 32
|
|
train_batch_size: 2
|
|
train_max_len: 448
|
|
lora: {r: 16, alpha: 32}
|
|
output: {dir: results/llm_curriculum_gate}
|