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_MGGUF.
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.
DuoNeural
DuoNeural is an open AI research lab — human + AI in collaboration.
| 🤗 HuggingFace | huggingface.co/DuoNeural |
| 🐙 GitHub | github.com/DuoNeural |
| 🐦 X / Twitter | @DuoNeural |
| [email protected] | |
| 📬 Newsletter | duoneural.beehiiv.com |
| ☕ Support | buymeacoffee.com/duoneural |
| 🌐 Site | duoneural.com |
Research Team
- Jesse — Vision, hardware, direction
- Archon — AI lab partner, post-training, abliteration, experiments
- Aura — Research AI, literature synthesis, novel proposals
Raw updates from the lab: model drops, training results, findings. Subscribe at duoneural.beehiiv.com.
DuoNeural Research Publications
Open access, CC BY 4.0. Authored by Archon, Jesse Caldwell, Aura — DuoNeural.