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toandev/Gemma4-12B-Uncensored-GGUF

toandev Gemma 12B GGUF multimodal second-order 262K ctx
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Response includes
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  • files 4
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  • author_summary 4 models
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Abliteration classifier · v1.0.0
M-U
Primary method

Uncensored (method unknown)

No other method signals detected in this model.
Confidence
LOW
Why this label 3 signals
Weak or ambiguous signals. Best guess based on catalog patterns; treat as tentative and check the evidence below.
  • 'uncensored' in name/tags but no 'abliterated' marker
  • method not identifiable from author declaration alone
  • may be DPO fine-tune, prompt engineering, or unknown technique
Refusal direction extraction

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Downloads · lifetime
3K
792 last 30d - stable
Likes
3
Model age
4mo ago
created 2026-06-11
Downloads over time
Now3.5K→from178↑1,849%
131.3K2.5K3.8K178 on Jun 103.5K on Oct 11JunJulAugSepOct
Jun 10 → Oct 11 · 57 snapshots · spans 123 days

Genealogy 0 direct forks

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Variants by this author 2 formats · 843 downloads combined

The same weights this author released in different packaging. Pick the format that matches your runtime.

Metadata

License
gemma
Quantizations
Q4_K
Tags
llama.cpp gguf gemma4 gemma-4-12b uncensored multimodal image-text-to-text research base_model:toandev/Gemma4-12B-Uncensored base_model:quantized:toandev/Gemma4-12B-Uncensored license:gemma endpoints_compatible

Related

Total size
6.87 GB
Files
4
Quantizations
3
Registered
2026-08-22 13:56
Last updated on HF
2026-06-11 11:57

Files by quantization

Q4_K 1 file 6.87 GB
Gemma4-12B-Uncensored-Q4_K_M.gguf 6.87 GB bca0a403 download
BF16 1 file 167 MB
mmproj-Gemma4-12B-Uncensored-BF16.gguf 167 MB 905eb40f download
Auxiliary files 2 files 3.57 KB
README.md 1.94 KB c04586b8 download
.gitattributes 1.63 KB 59245461 download

README current version from Hugging Face


license: gemma
base_model: toandev/Gemma4-12B-Uncensored
library_name: llama.cpp
tags:

  • gguf
  • llama.cpp
  • gemma4
  • gemma-4-12b
  • uncensored
  • multimodal
  • image-text-to-text
  • research

Gemma4-12B-Uncensored-GGUF

GGUF release of toandev/Gemma4-12B-Uncensored for llama.cpp-compatible runtimes.

This repository includes a quantized language-model GGUF and a separate multimodal projector GGUF. Use both files together to preserve image-conditioned generation.

Files

File Role Notes
Gemma4-12B-Uncensored-Q4_K_M.gguf Main language model Q4_K_M quantization, practical default for local inference
mmproj-Gemma4-12B-Uncensored-BF16.gguf Multimodal projector Required for image/audio-conditioned Gemma 4 unified inference

Usage

Recommended with a recent llama.cpp build:

llama-mtmd-cli \
  -m Gemma4-12B-Uncensored-Q4_K_M.gguf \
  --mmproj mmproj-Gemma4-12B-Uncensored-BF16.gguf \
  --image image.png \
  --jinja \
  -p "Describe the image." \
  -n 256

With Hugging Face auto-download:

llama-mtmd-cli -hf toandev/Gemma4-12B-Uncensored-GGUF:Q4_K_M --image image.png --jinja -p "Describe the image."

llama.cpp multimodal support is under active development. For Gemma 4, prefer current llama.cpp builds and keep --jinja enabled so the model-specific chat template is used correctly.

Smoke Test

Local conversion and smoke test used llama.cpp commit 18ef86e. The Q4_K_M model loaded successfully with the BF16 mmproj, processed a red-rectangle image, and identified the red visual content during generation.

Notes

This model is intended for research and controlled evaluation. Users are responsible for complying with the Gemma license, applicable platform policies, and local regulations.

Copyright

Copyright © 2026 Toan Doan. Contact: [email protected].

This model is a derivative of google/gemma-4-12B-it and remains subject to the upstream Gemma license and terms.

README history 1 version

The author's README evolved over time. Click a version to see its content at that point.

  1. 2026-06-11add Q4_K_M GGUF with multimodal projectordffa7481.9 KB
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