Nabbers1999/gemma-3-27b-it-abliterated-refined-novis

TEXT GENERATIONPricing:Input $1.06 / Cached $0.053 / Output $2.6Concurrent Unit Cost:2Model Size:27BQuant:FP8Context Size:32kPublished:Dec 27, 2025License:gemmaArchitecture:Transformer0.0K Featherless Exclusive Cold

Nabbers1999/gemma-3-27b-it-abliterated-refined-novis is a 27 billion parameter text-only model derived from Gemma 3, developed by Nabbers1999. This variant has undergone DoRA fine-tuning to promote response neutrality, aiming for consistent behavior across diverse prompts. Its vision capabilities have been removed, making it specialized for text-based interactions without inherent safety features.

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Model Overview

Nabbers1999/gemma-3-27b-it-abliterated-refined-novis is an experimental 27 billion parameter language model based on the Gemma 3 architecture. It is a further refinement of the Nabbers1999/Gemma-3-27B-it-NP-Abliterated model, specifically designed to explore response neutrality.

Key Characteristics

  • Response Neutrality: This model has been fine-tuned using DoRA to encourage neutral responses, showing no discernible difference in behavior between prompts that might be considered toxic or harmless, even without explicit system instructions.
  • Text-Only: Unlike its base, this variant has had its vision features removed, functioning exclusively as a text-based model.
  • Experimental Nature: It is explicitly noted as an experimental model with no built-in safety features, placing full responsibility on the user for its deployment and outputs.

Potential Use Cases

This model could be explored for research into:

  • Investigating the effects of fine-tuning on model neutrality and bias.
  • Developing applications where a highly neutral response profile is desired, provided appropriate external safety measures are implemented.
  • Understanding model behavior in the absence of explicit safety guardrails.