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+ ---
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+ base_model:
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+ - soob3123/amoral-gemma3-4B
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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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+
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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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+
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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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+
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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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+
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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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+
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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