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gemma-4-E4B-it-MLX-5bit PC with NPU

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gemma-4-E4B-it-MLX-5bit PC with NPU

The fastest way to get this model running locally is via Optional Features.

Make sure to follow the instructions below.

The installer automatically pulls the model (could be multiple GBs).

The installer will automatically analyze your hardware and select the optimal configuration.

💾 File hash: d12005ef06faa779bd1b981684991db6 (Update date: 2026-06-29)



  • Processor: 4.0 GHz+ boost clock recommended for CPU inference
  • RAM: 32 GB highly recommended for 26B+ GGUF models
  • Disk Space:70 GB free space for full FP16 weights storage
  • Graphics: 12 GB VRAM minimum required for basic quantization

The **gemma-4-E4B-it-MLX-5bit** model represents a compact yet powerful addition to the Gemma family, optimized for on-device inference. Built on a 4‑billion parameter architecture, it leverages MLX optimizations to deliver high throughput while maintaining a minimal footprint. By employing 5‑bit quantization, the model achieves a favorable balance between accuracy and memory usage, making it suitable for resource‑constrained environments. Inference is tailored for interactive tasks, providing real‑time responses with reduced latency compared to larger counterparts. The design incorporates advanced routing mechanisms that enhance contextual understanding without sacrificing speed. Overall, the **gemma-4-E4B-it-MLX-5bit** offers a compelling solution for developers seeking efficient AI capabilities in edge deployments.

Parameters 4 B
Quantization 5‑bit
Framework MLX
Inference Type IT (Interactive)
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