soob3123/amoral-gemma3-4B-gguf

Model Description

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.

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