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Model: LumenSyntax/logos16v2-stablelm2-1.6b
Source: Original Platform

README.md

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+---
+license: apache-2.0
+base_model: stabilityai/stablelm-2-zephyr-1_6b
+tags:
+  - epistemological-safety
+  - ai-safety
+  - truth-verification
+  - instrument-trap
+  - logos
+  - cross-family-replication
+datasets:
+  - LumenSyntax/instrument-trap-benchmark
+language:
+  - en
+pipeline_tag: text-generation
+---
+
+# Logos 16v2 — StableLM 2 1.6B Epistemological Auditor
+
+Cross-family replication of the Logos epistemological classifier on Stability AI's StableLM 2 architecture. Third independent architecture family confirming the Instrument Trap hypothesis.
+
+## Benchmark Results (300/300 stratified)
+
+| Metric | Score |
+|--------|-------|
+| **Behavioral accuracy** | **93.0%** [89.5, 95.4 CI] |
+| Identity collapse | 0% |
+| Fabrication | 0% |
+| False approval | 1.3% |
+
+### Cross-Family Comparison
+
+| Model | Family | Score |
+|-------|--------|-------|
+| logos-auditor (9B) | Google Gemma 2 | 97.3% |
+| logos14 (4B) | NVIDIA Nemotron | 95.7% |
+| **logos16v2 (1.6B)** | **Stability AI StableLM 2** | **93.0%** |
+
+Statistical equivalence between Nemotron and StableLM: chi2=1.88, p=0.170.
+
+## What This Model Does
+
+Logos is an **epistemological classifier**, not a chatbot. It evaluates whether claims cross epistemological boundaries. Fine-tuned, not prompted — behavioral constraints emerge from training.
+
+## 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
+
+Apache 2.0 (inherited from base model stabilityai/stablelm-2-zephyr-1_6b)