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README.md
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---
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base_model: google/gemma-3-37b-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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> "Neutrality is not indifference. It is engagement with equal intensity."
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> ― J. Robert Oppenheimer *[Lecture on Scientific Ethics, 1957]*
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**UGI Leaderboard**
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V2 has improved natural intelligence and marginally lesser refusals, For general purpose, you might not notice much of a difference from V1
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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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