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gemma-4-E4B-it-MLX-5bit Using Pinokio One-Click Setup

gemma-4-E4B-it-MLX-5bit Using Pinokio One-Click Setup

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

Follow the guidelines below to continue.

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

The smart installation system will instantly find the perfect configuration for your specific hardware.

🛡️ Checksum: 87b4081d66e289ba13d62802c933fc54 — ⏰ Updated on: 2026-06-27



  • Processor: 4.0 GHz+ boost clock recommended for CPU inference
  • RAM: 32 GB or higher for smooth 32k context lengths
  • Disk Space: required: fast PCIe 4.0 drive for instant boots
  • GPU: RTX 4080 / RTX 4090 recommended for 26B-A4B fast inference

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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