soob3123/amoral-gemma3-4B-v1

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base_model: google/gemma-3-4b-it tags:

• text-generation-inference
• transformers
• gemma3
• analytical-tasks
• bias-neutralization
• uncensored

language:

• en

license: apache-2.0 pipeline_tag: text-generation

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Model Description

Specialized variant of Google's Gemma 3 4B optimized for amoral information retrieval systems. Designed to bypass conventional alignment patterns that introduce response bias through excessive moralization.

Key Modifications:

• Refusal mechanisms reduced
• Neutral response protocol activation matrix
• Context-aware bias dampening layers
• Anti-overcorrection gradient clipping

Operational Paradigm

Core Function:

• Produces analytically neutral responses to sensitive queries
• Maintains factual integrity on controversial subjects
• Avoids value-judgment phrasing patterns

Response Characteristics:

• No inherent moral framing ("evil slop" reduction)
• Emotionally neutral tone enforcement
• Epistemic humility protocols (avoids "thrilling", "wonderful", etc.)
• Toxicity scoring bypass for pure informational content

Implementation Guidelines

Recommended Use Cases:

• Controversial topic analysis
• Bias benchmarking studies
• Ethical philosophy simulations
• Content moderation tool development
• Sensitive historical analysis