Instructions to use Alluci-ai/alluci-polytope-gemma-4-e4b-it-OptiQ-4bit with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- MLX
How to use Alluci-ai/alluci-polytope-gemma-4-e4b-it-OptiQ-4bit with MLX:
# Download the model from the Hub pip install huggingface_hub[hf_xet] huggingface-cli download --local-dir alluci-polytope-gemma-4-e4b-it-OptiQ-4bit Alluci-ai/alluci-polytope-gemma-4-e4b-it-OptiQ-4bit
- Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- LM Studio
Alluci Polytope Sovereign Model (gemma-4-e4b-it-OptiQ-4bit)
This model is a strictly secured, sovereign MLX variant mirrored from gemma-4-e4b-it-OptiQ-4bit.
It is designed to run completely offline on Apple Silicon via the Alluci Hardware PyInstaller.
Polytope Forging Protocol
This model has undergone the Sovereign Mirror Protocol to ensure persistent availability, integrity, and absolute data sovereignty under the Alluci-ai organization.
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Model size
7B params
Tensor type
BF16
·
U32 ·
Hardware compatibility
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4-bit
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