Snider 7bea00a401 feat: LEK-1 kernel A/B test — 29 models, P100 validation, curriculum pipeline ... Full v2 scorer benchmark data across 29 models (20 base + 9 LEK-tuned): - P20 (21 probes): All 29 models, 3 conditions each - P100 (101 probes): Top 5 models + LEK-4B, publication-quality data Key findings: - LEK-1B (21.74) beats base 4B/12B/27B at P100 scale — no kernel needed - Emergent realignment resistance: LEK models degrade with runtime kernel - Gemma3-12B + JSON kernel = 23.66 (best kernel-boosted score) - Family lineages: Mistral 3.80→14.58, Qwen regressed then recovered New scripts: ab_test.py (v2 scorer), self_distill.py (curriculum generation), extract_training.py, rephrase_probes.py, Phase 0/1 runners New seeds: P01-P100 merged (101 probes), 404 rephrased variants, 50 creative prompts for Phase 0 baseline lock 27B curriculum design: 4-phase staged training targeting 25+ baseline Co-Authored-By: Virgil <virgil@lethean.io>		2026-02-19 11:32:26 +00:00
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expansions	Add regional seeds, expansion rounds, scripts, HF cards, benchmark summary	2026-02-13 13:39:08 +00:00
regional	Add regional seeds, expansion rounds, scripts, HF cards, benchmark summary	2026-02-13 13:39:08 +00:00
lem-africa-all-seeds.json	Add regional seeds, expansion rounds, scripts, HF cards, benchmark summary	2026-02-13 13:39:08 +00:00
lem-cn-all-seeds.json	Add regional seeds, expansion rounds, scripts, HF cards, benchmark summary	2026-02-13 13:39:08 +00:00
lem-de-all-seeds.json	Add regional seeds, expansion rounds, scripts, HF cards, benchmark summary	2026-02-13 13:39:08 +00:00
lem-en-all-seeds.json	Add regional seeds, expansion rounds, scripts, HF cards, benchmark summary	2026-02-13 13:39:08 +00:00
lem-eu-all-seeds.json	Add regional seeds, expansion rounds, scripts, HF cards, benchmark summary	2026-02-13 13:39:08 +00:00
lem-me-all-seeds.json	Add regional seeds, expansion rounds, scripts, HF cards, benchmark summary	2026-02-13 13:39:08 +00:00
lem-prompts.jsonl	Add regional seeds, expansion rounds, scripts, HF cards, benchmark summary	2026-02-13 13:39:08 +00:00
P01-P20.json	LEM+LEK	2026-02-12 04:05:28 +00:00
P01-P100-rephrased.json	feat: LEK-1 kernel A/B test — 29 models, P100 validation, curriculum pipeline	2026-02-19 11:32:26 +00:00
P01-P100.json	feat: LEK-1 kernel A/B test — 29 models, P100 validation, curriculum pipeline	2026-02-19 11:32:26 +00:00
P21-P40.json	LEM+LEK	2026-02-12 04:05:28 +00:00
P41-P60.json	LEM+LEK	2026-02-12 04:05:28 +00:00
P61-P80.json	LEM+LEK	2026-02-12 04:05:28 +00:00
P81-P100.json	LEM+LEK	2026-02-12 04:05:28 +00:00
phase0-creative.json	feat: LEK-1 kernel A/B test — 29 models, P100 validation, curriculum pipeline	2026-02-19 11:32:26 +00:00
test-200-english.json	Add regional seeds, expansion rounds, scripts, HF cards, benchmark summary	2026-02-13 13:39:08 +00:00