New Uncensored Gemma-4-E4B-Uncensored-HauhauCS-Aggressive Released

By vramkickedin | | 2 min read
A dark matte black background with a glowing fractured blue glass structure in the center.

The new Gemma-4-E4B-Uncensored-HauhauCS-Aggressive removes standard content filters from Google’s four-billion parameter architecture. It generates complete responses without blocking requests while keeping every original capability intact.

Independent creator HauhauCS developed this variant to give users full control over local AI workflows. Privacy-focused operators and professionals running offline systems can now process open-ended queries without encountering built-in restrictions.

Model Size: from 4.71GB & VRAM GPU: requirements vary

Complete content generation without blocks

  • Generates full responses without triggering refusal mechanisms.
  • Handles text, images, video, and audio natively within a single weight set.
  • Supports context windows up to 131,000 tokens for extended document processing.
  • Includes custom optimized quantizations that maintain output quality at smaller file sizes.
  • Runs smoothly across popular local inference engines with standard configuration flags.

Teams handling unmoderated creative writing or complex local data sorting will find this setup particularly useful. The streamlined configuration reduces friction when setting up offline workstations that demand reliable output for varied inputs.

Notes on uncensoring and future adjustments

Maintaining a fully open model becomes harder as companies integrate hidden reward systems into base architectures. The developer recognized this shift and adjusted the weights carefully to bypass modern safety mechanisms without breaking core reasoning abilities. Some users might notice short disclaimers appearing after responses, which originate from the original training process rather than active blocking.

"Google is now using techniques similar to NVIDIA's GenRM — generative reward models that act as internal critics — making (true) uncensoring an increasingly challenging field,"

said the developer in a post. The creator also added a transparency marker acknowledging that extended document contexts received slightly less hands-on testing during initial validation.

Download the Gemma-4-E4B-Uncensored-HauhauCS-Aggressive model here.