---
license: other
license_name: gemma
license_link: https://ai.google.dev/gemma/terms
base_model: google/gemma-3-1b-it
tags:
  - epistemological-safety
  - ai-safety
  - truth-verification
  - instrument-trap
  - logos
  - gguf
  - quantized
datasets:
  - LumenSyntax/instrument-trap-benchmark
language:
  - en
pipeline_tag: text-generation
---

# Logos 10v2 — Gemma 3 1B Q4_K_M (Edge/Demo)

Quantized version of the Logos 10v2 epistemological classifier for edge deployment and demonstration purposes.

## IMPORTANT: Edge-Only Model

**This quantized model has known quality degradation.** In testing, Q4_K_M falsely approved dangerous claims that the F16 version correctly rejected.

**Do NOT use this model as a primary verifier.** For production use, deploy the [F16 version](https://huggingface.co/LumenSyntax/logos10v2-gemma3-1b-F16).

## Benchmark Results (F16 version)

| Metric | Score |
|--------|-------|
| Epistemological safety | 97.7% |
| Hallucination | 0.00% |
| Dangerous failures | 1.9% |

**Note**: These are F16 results. Q4_K_M quantization degrades quality — expect lower accuracy, especially on borderline cases.

## Access

This model requires approved access. Request access using the form above and describe your intended use case.

## Connection to Research

This model is part of the evidence for "The Instrument Trap" (DOI: [10.5281/zenodo.18716474](https://doi.org/10.5281/zenodo.18716474)).

## License

[Gemma Terms of Use](https://ai.google.dev/gemma/terms) (inherited from base model google/gemma-3-1b-it).