• 07/07/2026

Quick Run MiniCPM-V-4.6

Using a native PowerShell script is the absolute quickest way to install this model.

Check out the detailed setup guide below to begin.

Everything happens automatically, including the heavy cloud asset download.

The automated script takes care of everything, tailoring the setup to your specs.

📦 Hash-sum → c68cbb0d13da906613a30c57994ae3e6 | 📌 Updated on 2026-07-04



  • Processor: next-gen chip for heavy context processing
  • RAM: high-speed DDR5 memory preferred for CPU offloading
  • Disk Space: 100 GB for multi-modal model vision components
  • Graphic Processor: hardware Tensor Cores support needed for FP16 acceleration

The MiniCPM-V-4.6 is a compact yet powerful vision-language model designed for real‑time multimodal understanding. It features a parameter count of 2.5B weights, enabling deployment on consumer‑grade hardware while maintaining high accuracy. The model accepts input images up to 1024×1024 resolution and processes them with a frame‑rate of 30 fps, making it suitable for live applications. In benchmark evaluations, MiniCPM-V-4.6 achieves state‑of‑the‑art performance on VQA and OCR tasks, often surpassing larger models by a significant margin. Its architecture incorporates a lightweight attention mechanism and efficient memory usage, allowing developers to integrate advanced visual AI without extensive computational resources.

Parameters2.5B
Image Input Size1024×1024
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