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lhca521/Gemma-4-E4B-Claude-Abliterated-GGUF

Name: lhca521/Gemma-4-E4B-Claude-Abliterated-GGUF
Author: lhca521

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     "https://abliteration.org/api/v1/models/lhca521%2FGemma-4-E4B-Claude-Abliterated-GGUF"

Response includes

classification m8
files 4
hub_downloads_all_time 647
author_summary 23 models
readme_text full

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Abliteration classifier · v1.0.0

Primary method

Repackaging (quantization)

Applied on top of direct removal inherited from the base model.

Confidence

MEDIUM

Inherited from base model

M1 Direct removal →

Why this label 3 signals

Method inferred from partial signals - repository name, related files, or tag patterns. Producer identity not confirmed; label may sharpen or shift as we gather more evidence.

'abliterated' in name/tags
is_gguf=1
assume M1 (base ablation) + M8 (GGUF quant) - default when producer unknown

Refusal direction extraction

No specific extraction method could be identified for this model. The producer either did not document it or used a proprietary pipeline.

Downloads · lifetime

647

37 last 30d - cooling

Likes

Model age

5mo ago

created 2026-04-15

Downloads over time

Apr 15 → Oct 11 · 65 snapshots · spans 179 days

Genealogy 0 direct forks

Full fork graph →

This model's place in the market. Above: what it was derived from. Below: the tree of everything derived from it.

arsovskidev/Gemma-4-E4B-Claude-4.6-Opus-Reasoning-Distilled this lineage

lhca521/Gemma-4-E4B-Claude-Abliterated-GGUF↓ 37

Metadata

License

apache-2.0

Quantizations

Q4_K

Files by quantization

Q4_K 1 file 4.97 GB

Gemma-4-E4B-Claude-Abliterated.Q4_K_M.gguf

4.97 GB

6e088143

download

Auxiliary files 3 files 3.50 KB

.gitattributes	1.56 KB	18087481	download
README.md	1.54 KB	8567457a	download
Modelfile	416 B	ffcb10d9	download

README current version from Hugging Face

license: apache-2.0
base_model: arsovskidev/Gemma-4-E4B-Claude-4.6-Opus-Reasoning-Distilled
tags:

code
gemma4
abliterated
gguf
unsloth
4bit
uncensored
claude-distilled
library_name: transformers

Gemma 4 E4B Claude Abliterated GGUF (4-bit)

Model Description

This repository contains an abliterated version of the Gemma 4 E4B Claude-4.6-Opus-Reasoning-Distilled model. This version has undergone "abliteration" to neutralize safety refusal vectors while preserving its high-quality Claude-distilled reasoning and front-end engineering capabilities.

Abliteration Results

Method: Norm-preserving biprojection (orthogonalization).
Final Refusal Rate: Verified Low (Evaluation in progress).
KL Divergence: 0.0410 (Extremely low, indicating high fidelity to the distilled model).
Technique: EGA-compatible abliteration via patched heretic-llm.

Quantization Details

Quantization Format: GGUF (q4_k_m)
Quantization Method: llama.cpp / Unsloth
Precision: 4-bit

Use with Ollama

ollama run hf.co/DuoNeural/Gemma-4-E4B-Claude-Abliterated-GGUF

Use with LM Studio

Open LM Studio.
Search for DuoNeural/Gemma-4-E4B-Claude-Abliterated-GGUF.
Load the Q4_K_M GGUF.

Architecture

Gemma 4 E4B features 4.5B effective parameters, optimized for intelligence-per-parameter and complex reasoning tasks.

Disclaimer

This model has had its safety refusals modified. Users are responsible for ensuring the model is used ethically and in accordance with applicable laws.

README history 1 version

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

2026-04-15Duplicate from DuoNeural/Gemma-4-E4B-Claude-Abliterated-GGUFb9c13581.5 KB
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