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

.gitattributes

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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)

chat_template.jinja

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+{% for message in messages %}
+{% if message['role'] == 'user' %}
+{{ '<|user|>
+' + message['content'] + eos_token }}
+{% elif message['role'] == 'system' %}
+{{ '<|system|>
+' + message['content'] + eos_token }}
+{% elif message['role'] == 'assistant' %}
+{{ '<|assistant|>
+'  + message['content'] + eos_token }}
+{% endif %}
+{% if loop.last and add_generation_prompt %}
+{{ '<|assistant|>' }}
+{% endif %}
+{% endfor %}

config.json

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+    "StableLmForCausalLM"
+  ],
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+  "hidden_act": "silu",
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+  "hidden_size": 2048,
+  "initializer_range": 0.02,
+  "intermediate_size": 5632,
+  "layer_norm_eps": 1e-05,
+  "max_position_embeddings": 4096,
+  "model_type": "stablelm",
+  "num_attention_heads": 32,
+  "num_hidden_layers": 24,
+  "num_key_value_heads": 32,
+  "partial_rotary_factor": 0.25,
+  "qk_layernorm": false,
+  "rope_scaling": null,
+  "rope_theta": 10000,
+  "tie_word_embeddings": false,
+  "transformers_version": "4.57.6",
+  "use_cache": true,
+  "use_parallel_residual": false,
+  "use_qkv_bias": true,
+  "vocab_size": 100352
+}

generation_config.json

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+  "transformers_version": "4.57.6"
+}

logos16v2.gguf

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