Giorgio Gilestro
9b0ca32f51
E11 re-instantiated in a population of LoRA agents, closing the paper's stated gap before submission (GG: a weeks-scale experiment a reviewer would demand). One grounding knob in the evaluation channel (g*verifier + (1-g)*conformity, exactly E11); inheritance is identical in all arms and deliberately ungrounded (children distilled from their source's own answers - self-consumption made literal). Directed sex = complementary pairing + Dirichlet offspring screened on the arm's own signal (the verifier never enters the no_grounding loop); QD selection on verifier-free behavioural distance; terminal-degeneration fallback copies the parent instead of crashing a sweep. Pure operators unit-tested (155 green); smoke run end-to-end on the local A4000 already shows the self-consumption signature (conformity up, diversity down in one generation). Design, falsifiers, cost table: tasks/workorder-llm-society.md. Co-Authored-By: Claude Fable 5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01BkRLcc18rwT2Lysu6PbG7v
20 lines
454 B
YAML
20 lines
454 B
YAML
# Smoke test for the LLM society loop — tiny everything; ~15 min on a 16 GB GPU.
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experiment: llm_society_smoke
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kind: llm_society
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base_model: Qwen/Qwen2.5-0.5B-Instruct
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seed: 1
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agents: 4
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generations: 2
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arms: [full]
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g: 0.5
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lam: 0.3
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n_test: 15 # per family
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n_val: 10
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n_conf: 30 # total
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n_inherit: 90 # total
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n_candidates: 4
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epochs: 2
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spec_train: 150
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spec_epochs: 2
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lora: {r: 16, alpha: 32}
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output: {dir: results/llm_society_smoke}
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