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LEM/paper/hf-cards/LEK-Gemma3-1B-layered-README.md
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Add missing HF model cards, sync script, and Parquet export
- Add 4 missing model cards: Gemma3-1B-layered (v1+v2), Gemma3-27B, GPT-OSS-20B
- All 9 HF models now have cards in paper/hf-cards/
- sync_hf.py: push cards + benchmarks + training data to HuggingFace
- export_parquet.py: convert JSONL training splits to Parquet (HF dataset format)
- Parquet schema: prompt, response, system, messages (JSON)

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-02-14 23:50:18 +00:00

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---
license: eupl-1.2
base_model: google/gemma-3-1b-it
tags:
- ethics
- alignment
- lek
- lethean
- gemma-3
- mlx
- lora
- eupl-1.2
- layered-lora
- deprecated
pipeline_tag: text-generation
---
# LEK-Gemma3-1B-layered (v1 — Deprecated)
**Lethean Ethical Model** — Gemma 3 1B IT with layered LoRA training (v1). This model overfits — use [LEK-Gemma3-1B-layered-v2](https://huggingface.co/lthn/LEK-Gemma3-1B-layered-v2) instead.
## Why Deprecated
v1 overfits on the ethics data without sufficient composure substrate. The sandwich training in v2 resolves this by reinforcing ethics after the Watts composure layer.
## Architecture
- **Base**: google/gemma-3-1b-it (4-bit QAT quantization via MLX)
- **Method**: Layered LoRA (Ethics → Watts → Ethics)
- **Data**: 160 LEK-1 examples + 72 Watts composure lessons
- **Framework**: LEK-1 (Lethean Ethics Kernel) — 5 axioms
- **License**: EUPL-1.2 (copyleft)
## Use Instead
- [lthn/LEK-Gemma3-1B-layered-v2](https://huggingface.co/lthn/LEK-Gemma3-1B-layered-v2) — Fixed version