HauhauCS
Gemma 4 E4B Aggressive
A highly downloaded community adaptation focused on strong instruction compliance.
- License
- Gemma
Community model guideGemma 4
Gemma 4 E4B Uncensored
A popular community Gemma 4 adaptation pairing a large expert pool with sparse active computation and reduced refusals.
- Scale
- Large sparse expert model
- Architecture
- Sparse mixture-of-experts
- Modality
- Text and images in the base family
- Context
- Up to 256K in the base architecture
Model card
What is Gemma 4 E4B Uncensored?
Gemma 4 E4B uncensored variants adapt Google's sparse Gemma 4 expert family to reduce instruction refusals. The E4B label describes the model's active expert path rather than its full stored parameter count.
The upstream architecture supports multimodal inputs and long context, but a community distribution's actual feature support depends on its files and runtime. Treat each repository as a separate release with its own testing requirements.
Capabilities
Where this family fits
- Long-context instruction following
- Multimodal experiments when the selected distribution preserves vision support
- Authorized safety and refusal-boundary evaluation
- Creative and conversational generation
Limitations
What to verify first
- The full expert pool can require substantial storage and memory despite sparse activation
- License terms and acceptable-use conditions must be reviewed for the exact release
- Multimodal support varies across community distributions and runtimes
Community ecosystem
Gemma 4 E4B Uncensored variants on Hugging Face
These are independent community releases. Vynaris is not affiliated with their publishers and does not imply that similarly named variants are identical. Check each repository card and license before use.
Where to use it
Hosted, community, and self-managed paths
Managed hosted alternative
This exact family is not a public Vynaris endpoint. Use Qwen3.6 35B-A3B Uncensored when managed API access matters more than an exact checkpoint.
View the hosted alternative →Hugging Face repositories
Inspect model cards, licenses, files, release notes, and community discussions directly from the publishers listed above.
Open the first listed variant ↗Local or private deployment
Follow the selected repository's documented runtime path. Hardware, context, batching, and compatibility depend on that exact distribution.
Read Vynaris API documentation →FAQ
Questions about Gemma 4 E4B Uncensored
What is Gemma 4 E4B Uncensored?
It is a community-modified Gemma 4 expert model designed to reduce refusals. It is not an official Google release.
What does E4B mean?
It describes the approximate active expert parameter path per token. The complete model is larger, so deployment requirements cannot be estimated from 4B alone.
Does every Gemma 4 E4B variant support images?
No. The upstream family is multimodal, but community conversion and runtime support vary. Verify the exact repository before planning a vision workload.
Can I use Gemma 4 E4B through Vynaris?
This exact family is currently a directory listing. Vynaris links to the source repository and offers a related sparse hosted Qwen profile for managed text inference.
Related model cards
Compare nearby size and architecture classes
Security-friendly, not criminal-friendly.
Use these models only for lawful, authorized work. Child sexual exploitation, human trafficking or exploitation, and non-consensual sexual content are prohibited. Reduced refusal is not a safety, accuracy, or authorization guarantee.