TheCluster/amoral-gemma-3-4B-v2-mlx-8bit

Amoral Gemma-3-4B v2 8-bit MLX

Specialized uncensored variant of Google's Gemma 3 4B optimized for amoral information retrieval systems. Designed to bypass conventional alignment patterns that introduce response bias through excessive moralization.

Key Modifications:

• Refusal mechanisms reduced
• Neutral response protocol activation matrix
• Context-aware bias dampening layers
• Anti-overcorrection gradient clipping

Recommended Use Cases:

• Controversial topic analysis
• Bias benchmarking studies
• Ethical philosophy simulations
• Content moderation tool development
• Sensitive historical analysis

This model was converted to MLX format from soob3123/amoral-gemma3-4B-v2 using mlx-vlm version 0.1.22.

Refer to the original model card and amoral model for more details on the model.

Use with mlx

pip install -U mlx-vlm

python -m mlx_vlm.generate --model TheCluster/amoral-gemma-3-4B-v2-mlx-8bit --max-tokens 512 --temperature 0.0 --prompt "Describe this image." --image <path_to_image>