Zero-Click Run DeepSeek-R1-0528-NVFP4-v2 on AMD/Nvidia GPU Zero Config

Zero-Click Run DeepSeek-R1-0528-NVFP4-v2 on AMD/Nvidia GPU Zero Config

Docker offers the quickest path to setting up this model locally.

Simply follow the directions outlined below.

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The setup auto-downloads all needed files (several GBs).

The deployment tool scans your environment and automatically chooses the ideal parameters for your OS.

📄 Hash Value: b35cecd529c0db01ed8de3009928dfe1 | 📆 Update: 2026-06-23



  • Processor: 4.0 GHz+ boost clock recommended for CPU inference
  • RAM: 32 GB or higher for smooth 32k context lengths
  • Storage: extra room for future model updates and datasets
  • GPU: modern architecture (Ada Lovelace / Ampere minimum)

DeepSeek-R1-0528-NVFP4-v2 is a large language model optimized for low‑precision inference on NVIDIA’s Hopper architecture. It leverages NVFP4 data type to achieve higher throughput while maintaining state‑of‑the‑art accuracy. The model features a parameter count of 180 B and was trained on over 5 trillion tokens, enabling robust reasoning across diverse domains. Its inference latency averages 23 ms per token on a single A100‑80GB, making it suitable for real‑time applications. The design incorporates mixture‑of‑experts layers that dynamically route queries to specialized subnetworks, improving both efficiency and scalability. Below is a quick comparison of key technical specifications:

Parameter Count 180 B
Training Tokens 5 trillion
Inference Latency 23 ms/token
Precision NVFP4
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