Create README.md
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README.md
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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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## 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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