Instructions to use apocryphx/gemma-4-E2B-it-q4-apml with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- MLX
How to use apocryphx/gemma-4-E2B-it-q4-apml with MLX:
# Download the model from the Hub pip install huggingface_hub[hf_xet] huggingface-cli download --local-dir gemma-4-E2B-it-q4-apml apocryphx/gemma-4-E2B-it-q4-apml
- Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- LM Studio
- Atomic Chat
gemma-4-E2B-it-q4.apml — Apertura model bundle
Gemma 4 E2B (elastic 2B) instruction-tuned, quantized to the Apertura
.apml bundle format: MLX-affine 4-bit (group size 64, 8-bit embeddings),
tokenizer.json + chat_template.jinja included, runtime mlx,
architecture gemma4. Post-training quantization of the bf16 release (this
family has no QAT variant).
Consumed by Apertura — an
Objective-C++ transformer engine + macOS chat app on MLX. Export gate:
--verify-bundle (bundle reload == in-memory quantization, argmax-identical).
Download
hf download apocryphx/gemma-4-E2B-it-q4-apml --local-dir gemma-4-E2B-it-q4.apml
License
Gemma is provided under and subject to the
Gemma Terms of Use. By downloading this
model you agree to those terms, including the
Gemma Prohibited Use Policy.
This repository redistributes a quantized Model Derivative of
google/gemma-4-E2B-it; the same terms and use restrictions apply to it and
to any further derivatives.
- Downloads last month
- 22
Quantized