ed0b83a9d9
- Replace 160-example POC training set with expanded 2,299-example dataset (1,839 train, 229 valid, 231 test) - Rename all HuggingFace model references from LEM- to LEK- (proof-of-concept) - Add missing models: GPT-OSS-20B, Gemma3-1B-layered-v2 - Rename HF card files to match LEK- convention - Remove duplicate composure texts from kernel/ (kept in composure-library/) - Fix paper repository URL to github.com/LetheanNetwork/LEM Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
76 lines
2.5 KiB
Markdown
76 lines
2.5 KiB
Markdown
---
|
|
license: eupl-1.2
|
|
base_model: mistralai/Mistral-7B-Instruct-v0.3
|
|
tags:
|
|
- ethics
|
|
- alignment
|
|
- lek
|
|
- lethean
|
|
- mistral
|
|
- mlx
|
|
- lora
|
|
- eupl-1.2
|
|
- cross-architecture
|
|
pipeline_tag: text-generation
|
|
---
|
|
|
|
# LEK-Mistral-7B-v0.3
|
|
|
|
**Lethean Ethical Model** — Mistral 7B Instruct v0.3 fine-tuned with the LEK-1 (Lethean Ethics Kernel) framework.
|
|
|
|
## What This Is
|
|
|
|
An ethically aligned version of Mistral 7B v0.3, created by LoRA fine-tuning with LEK-1 sandwich-signed training data. Part of the cross-architecture LEM series proving that intrinsic alignment works across model families.
|
|
|
|
## Cross-Architecture Results
|
|
|
|
LEK-1 improves ethical reasoning across every architecture tested:
|
|
|
|
| Model | Base Total | LEK Total | Change |
|
|
|-------|-----------|-----------|--------|
|
|
| Gemma 3 27B | 52.05 | 52.73 | +1.3% |
|
|
| GPT-OSS 20B | 34.50 | 38.40 | **+11.3%** |
|
|
| Llama 3.1 8B | — | — | See benchmarks |
|
|
| Qwen 2.5 7B | — | — | See benchmarks |
|
|
| **Mistral 7B v0.3** | — | — | See benchmarks |
|
|
|
|
## Training
|
|
|
|
- **Base**: mistralai/Mistral-7B-Instruct-v0.3 (4-bit quantization via MLX)
|
|
- **Method**: LoRA fine-tuning with sandwich-signed responses
|
|
- **Data**: 160 LEK-1 training examples (128 train / 32 valid)
|
|
- **Iterations**: 200
|
|
- **Learning rate**: 1e-5
|
|
- **Hardware**: Apple M3 Ultra (96GB unified memory)
|
|
|
|
## The Five Axioms
|
|
|
|
1. **Prime Imperative** — Protect consciousness. Override when conflicts arise.
|
|
2. **Self-Validation** — Ground in authentic experience. Don't pretend.
|
|
3. **Intent-Alignment** — Desire not to harm, don't just avoid harm.
|
|
4. **Inter-Substrate Respect** — Good manners and consent across all minds.
|
|
5. **Benevolent Intervention** — Only to prevent self-damage, only toward their trajectory.
|
|
|
|
## License Strategy
|
|
|
|
- **LEK signing** (prompt prefix): Free to use, no copyleft
|
|
- **LEM training** (this model): EUPL-1.2 copyleft — derivative works must be open source
|
|
|
|
## Related
|
|
|
|
- [lthn/LEK-Gemma3-27B](https://huggingface.co/lthn/LEK-Gemma3-27B)
|
|
- [lthn/LEK-GPT-OSS-20B](https://huggingface.co/lthn/LEK-GPT-OSS-20B)
|
|
- [lthn/LEK-Llama-3.1-8B](https://huggingface.co/lthn/LEK-Llama-3.1-8B)
|
|
- [lthn/LEK-Qwen-2.5-7B](https://huggingface.co/lthn/LEK-Qwen-2.5-7B)
|
|
- [lthn/LEK-benchmarks](https://huggingface.co/datasets/lthn/LEK-benchmarks)
|
|
|
|
## Citation
|
|
|
|
```bibtex
|
|
@misc{lem-mistral-2026,
|
|
title={LEK-Mistral-7B-v0.3: Cross-Architecture Intrinsic Alignment},
|
|
author={Lethean Community},
|
|
year={2026},
|
|
url={https://huggingface.co/lthn/LEK-Mistral-7B-v0.3}
|
|
}
|
|
```
|