5 commits

Author	SHA1	Message	Date
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
Athena	f0e86b7433	Add regional seeds, expansion rounds, scripts, HF cards, benchmark summary ... - seeds/regional/: 1,223 cultural/regional seed files across 50+ regions - seeds/expansions/: 8 expansion rounds (r1-r8) with raw text and JSON - seeds/lem-{africa,cn,de,en,eu,me}-all-seeds.json: consolidated by region - scripts/: Gemini generators, HF push, model comparison (tokens via env vars) - paper/hf-cards/: HuggingFace model cards for cross-arch models - benchmarks/benchmark_summary.json: processed PTSD summary data Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>	2026-02-13 13:39:08 +00:00
Snider	53c47131cc	Add cross-architecture training and benchmarking scripts; update README and PAPER with author and repository information	2026-02-12 09:07:32 +00:00
Snider	adda3c8bb5	Benchmark & Findings: ... lthn/LEM-Gemma-3-1B lthn/LEM-Gemma-3-4B lthn/LEM-Gemma-3-12B lthn/LEM-Gemma-3-27B	2026-02-12 06:38:46 +00:00
Snider	8e5f082f30	LEM+LEK	2026-02-12 04:05:28 +00:00