aufklarer / gemma-4-E4B-it-MLX-4bit

huggingface.co
Total runs: 68
24-hour runs: 1
7-day runs: 2
30-day runs: -124
Model's Last Updated: June 25 2026
text-generation

Introduction of gemma-4-E4B-it-MLX-4bit

Model Details of gemma-4-E4B-it-MLX-4bit

gemma-4-E4B-it-MLX-4bit

First-party MLX export of google/gemma-4-E4B-it , quantized to int4 (group size 64) for on-device use on Apple Silicon. Built by our own pipeline via mlx_lm.convert ( mlx_lm >= 0.31.3).

Base Gemma 4 E4B (Effective-4BB; Per-Layer Embeddings + cross-layer KV sharing)
Quantization int4, group size 64
Runtime MLX ( mlx_lm )

Note: the source repo is multimodal ( model_type: gemma4 , vision + audio towers); this is the full model quantized. The conversion drops the 60 redundant k/v weights stored for the KV-shared layers ( strict=False ) — the architecture shares that KV, so those weights are unused.

License & attribution

Runs of aufklarer gemma-4-E4B-it-MLX-4bit on huggingface.co

68
Total runs
1
24-hour runs
3
3-day runs
2
7-day runs
-124
30-day runs

More Information About gemma-4-E4B-it-MLX-4bit huggingface.co Model

More gemma-4-E4B-it-MLX-4bit license Visit here:

https://choosealicense.com/licenses/gemma

gemma-4-E4B-it-MLX-4bit huggingface.co

gemma-4-E4B-it-MLX-4bit huggingface.co is an AI model on huggingface.co that provides gemma-4-E4B-it-MLX-4bit's model effect (), which can be used instantly with this aufklarer gemma-4-E4B-it-MLX-4bit model. huggingface.co supports a free trial of the gemma-4-E4B-it-MLX-4bit model, and also provides paid use of the gemma-4-E4B-it-MLX-4bit. Support call gemma-4-E4B-it-MLX-4bit model through api, including Node.js, Python, http.

gemma-4-E4B-it-MLX-4bit huggingface.co Url

https://huggingface.co/aufklarer/gemma-4-E4B-it-MLX-4bit

aufklarer gemma-4-E4B-it-MLX-4bit online free

gemma-4-E4B-it-MLX-4bit huggingface.co is an online trial and call api platform, which integrates gemma-4-E4B-it-MLX-4bit's modeling effects, including api services, and provides a free online trial of gemma-4-E4B-it-MLX-4bit, you can try gemma-4-E4B-it-MLX-4bit online for free by clicking the link below.

aufklarer gemma-4-E4B-it-MLX-4bit online free url in huggingface.co:

https://huggingface.co/aufklarer/gemma-4-E4B-it-MLX-4bit

gemma-4-E4B-it-MLX-4bit install

gemma-4-E4B-it-MLX-4bit is an open source model from GitHub that offers a free installation service, and any user can find gemma-4-E4B-it-MLX-4bit on GitHub to install. At the same time, huggingface.co provides the effect of gemma-4-E4B-it-MLX-4bit install, users can directly use gemma-4-E4B-it-MLX-4bit installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

gemma-4-E4B-it-MLX-4bit install url in huggingface.co:

https://huggingface.co/aufklarer/gemma-4-E4B-it-MLX-4bit

Url of gemma-4-E4B-it-MLX-4bit

gemma-4-E4B-it-MLX-4bit huggingface.co Url

Provider of gemma-4-E4B-it-MLX-4bit huggingface.co

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huggingface.co

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