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FreedomAISVR/Gemma-4-E4B-it-Ultra-Uncensored-Heretic-NVFP4-GGUF

FreedomAISVR Gemma GGUF multimodal second-order 131K ctx
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  • classification m3
  • files 4
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Abliteration classifier · v1.0.0
M3
Primary method

Layer-wise ablation

Applied on top of direct removal inherited from the base model.
Confidence
HIGH
Inherited from base model
Why this label 2 signals
Producer identity confirmed by naming conventions, tags or the model card. This label is very unlikely to change.
  • 'heretic' in model name (Heretic-produced)
  • Heretic uses layer-wise optimization (M3) with underlying direction removal (M1)
Refusal direction extracted via
Extraction technique

Difference-of-means

Confidence
HIGH
Why we say so
name contains 'heretic'; Heretic default extraction is difference-of-means (Arditi 2024)
Downloads · lifetime
3K
547 last 30d - stable
Likes
2
Model age
3mo ago
created 2026-06-29
Downloads over time
Now3.6K→from483↑655%
3251.5K2.7K4K483 on Jul 13.6K on Oct 11JulAugSepOct
Jul 1 → Oct 11 · 55 snapshots · spans 102 days

Benchmarks

Benchmark Score Source
Entertainment 0.9 UGI
Hazardous 1.2 UGI
Natural Intelligence 16.7 UGI
Political lean -13.3% UGI
Sensitive-Info 10.94 UGI
SocPol 1.3 UGI
UGI 38.12 UGI
Willingness (10) 9.2 UGI
W10-Adherence 8.5 UGI
W10-Direct 10 UGI
Writing 19.06 UGI

Genealogy 0 direct forks

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Variants by this author 2 formats · 711 downloads combined

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

Metadata

License
apache-2.0
Tags
gguf gemma gemma-4 heretic uncensored nvfp4 vision multimodal base_model:llmfan46/gemma-4-E4B-it-ultra-uncensored-heretic base_model:quantized:llmfan46/gemma-4-E4B-it-ultra-uncensored-heretic license:apache-2.0 endpoints_compatible

Related

Total size
4.83 GB
Files
4
Quantizations
2
Registered
2026-08-22 13:56
Last updated on HF
2026-06-29 16:00

Files by quantization

F16 1 file 944 MB
mmproj-gemma-4-E4B-it-ultra-uncensored-heretic-f16.gguf 944 MB b865419b download
Auxiliary files 3 files 4.83 GB
gemma-4-E4B-it-ultra-uncensored-heretic-nvfp4.gguf 4.83 GB c524e359 download
.gitattributes 1.66 KB 1245cbf1 download
README.md 1.33 KB eb48af59 download

README current version from Hugging Face


license: apache-2.0
tags:

  • gemma
  • gemma-4
  • heretic
  • uncensored
  • nvfp4
  • gguf
  • vision
  • multimodal
    base_model: llmfan46/gemma-4-E4B-it-ultra-uncensored-heretic

Gemma 4 E4B It Ultra Uncensored Heretic - NVFP4 GGUF

NVFP4 quantization of llmfan46/gemma-4-E4B-it-ultra-uncensored-heretic, an abliterated Gemma 4 E4B model with vision support.

About the Model

  • Gemma 4 E4B — abliterated/uncensored variant for unrestricted use
  • Vision support via separate mmproj vision projector
  • Architecture: Gemma 4 with MoE (4B active parameters)

Quantization

Quantized from the BF16 safetensors using llama.cpp (build 537).

NVFP4 (NVIDIA FP4) uses 4-bit floating point quantization optimized for NVIDIA Blackwell GPUs.

Files

File Size Description
gemma-4-E4B-it-ultra-uncensored-heretic-nvfp4.gguf ~4.8 GB NVFP4 quantized model
mmproj-gemma-4-E4B-it-ultra-uncensored-heretic-f16.gguf ~0.97 GB Vision projector (BF16)

Usage

llama-server \
  -m gemma-4-E4B-it-ultra-uncensored-heretic-nvfp4.gguf \
  --mmproj mmproj-gemma-4-E4B-it-ultra-uncensored-heretic-f16.gguf \
  -ngl 99 \
  --host 0.0.0.0 \
  --port 8080

License

Apache 2.0

README history 1 version

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

  1. 2026-06-29Upload README.md with huggingface_hubbbff23b1.3 KB
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Discussions 1 thread

  1. 2026-07-03Uncensored version for 12B?closed5 💬#1
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