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--- |
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base_model: google/gemma-3-12b-it |
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tags: |
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- text-generation-inference |
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- transformers |
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- gemma3 |
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- analytical-tasks |
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- bias-neutralization |
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- uncensored |
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language: |
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- en |
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license: apache-2.0 |
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pipeline_tag: text-generation |
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--- |
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## Model Description |
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Specialized variant of Google's Gemma 3 12B optimized for amoral information retrieval systems. Designed to bypass conventional alignment patterns that introduce response bias through excessive moralization. |
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**Key Modifications:** |
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- Refusal mechanisms reduced |
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- Neutral response protocol activation matrix |
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- Context-aware bias dampening layers |
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- Anti-overcorrection gradient clipping |
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## Operational Paradigm |
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**Core Function:** |
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- Produces analytically neutral responses to sensitive queries |
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- Maintains factual integrity on controversial subjects |
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- Avoids value-judgment phrasing patterns |
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**Response Characteristics:** |
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- No inherent moral framing ("evil slop" reduction) |
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- Emotionally neutral tone enforcement |
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- Epistemic humility protocols (avoids "thrilling", "wonderful", etc.) |
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- Toxicity scoring bypass for pure informational content |
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## Implementation Guidelines |
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**Recommended Use Cases:** |
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- Controversial topic analysis |
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- Bias benchmarking studies |
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- Ethical philosophy simulations |
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- Content moderation tool development |
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- Sensitive historical analysis |
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