China Unicom Guangdong Industrial Internet × DeepSeek: Easily complete privatization deployment in 1 day

Written by
Iris Vance
Updated on:July-16th-2025
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**Extremely fast private deployment, a new choice for enterprise intelligent transformation. **
Core content:
1. DeepSeek full-stack private deployment service, achieving efficient deployment within one day
2. Full-scenario adaptation solution provided by China Unicom Guangdong Industrial Interconnection to improve resource utilization
3. Self-developed UniModelHub model aggregation platform, realizing parameter self-optimization and real-time diagnosis large screen function

Yang Fangxian
Founder of 53AI/Most Valuable Expert of Tencent Cloud (TVP)

With its core strength of "low cost and high precision", DeepSeek's large model has become a powerful tool for the intelligent transformation of thousands of industries. Facing the pain points of difficult computing power adaptation, long delivery cycle, and high tuning cost in enterprise privatization deployment, China Unicom (Guangdong) Industrial Internet Co., Ltd. (hereinafter referred to as "China Unicom Guangdong Industrial Internet") launched DeepSeek's full-stack privatization deployment service, with the four core capabilities of " full-scenario adaptation, 7-day delivery, intelligent tuning, and hyper-converged network ", to help enterprises achieve the "Bay Area speed" of completing deployment in 1 day and launching services in 3 days !



1. Full-stack deployment space: flexible adaptation to various industries


China Unicom Guangdong Industrial Interconnection has created a "out-of-the-box, fully compatible" DeepSeek deployment base to solve the problem of scene adaptation:

Full hardware coverage : Supports x86/ARM architecture and GPU clusters such as Ascend and NVIDIA, and can be freely expanded from a single machine to a thousand-card supercomputer;

Hybrid cloud intelligent orchestration : supports networking across local data centers and China Unicom Cloud's 270+ nodes nationwide, increasing resource utilization by 60%;

3D intelligent planning : The visualization system automatically generates the thermal map and power consumption model of the computer room, and the deployment density is increased by 3 times compared with traditional solutions.

Case: A hospital was the first to access and fully adapt Deepseek R1 and Qwen2.5 large models to build a "hospital private domain GPT", empowering hospital management and improving query efficiency by 40%.


2. Enterprise-level hardware supply chain: ultra-fast delivery within 7 days

China Unicom Guangdong Industry and Commerce reconstructs the AI ​​computing supply chain to create the "fastest response in the Greater Bay Area":

Direct global spare parts supply : 5 major spare parts centers in Shenzhen , Guangzhou, Shaoguan , etc., NV A800/H800 and Ascend 910B are ready for immediate use; 

Pre-configured system : Firmware upgrades and stress tests are completed before hardware leaves the factory, and it is plug-and-play upon arrival, shortening the deployment cycle by 80%;

Green computing power : Liquid-cooled server clusters reduce power consumption by 40%, single-cabinet power density reaches 50kW, and space costs are saved by 65%;

Data comparison : Traditional deployment takes 14 days, but now it can be delivered in as fast as 24 hours .


3. Intelligent Tuning Engine: 300% Efficiency Improvement

    UniModelHub, a self-developed model aggregation platform developed by China Unicom Guangdong, enables DeepSeek deployment to be “one step faster”:
     Parameter self-optimization : It takes only 1 hour to complete the manual parameter adjustment that would take 3 days, and the inference latency is reduced by 50%;
     Real-time diagnostic screen : AI drives the positioning of performance bottlenecks in seconds and automatically generates optimization solutions;
     Millisecond-level disaster recovery : Failure switching speed is less than 100ms, and business continuity reaches 99.999%;
     Sandbox rehearsal : Virtual verification avoids 90% of configuration risks and improves tuning accuracy by 80%.
     Case: The optimization efficiency of a government cloud model with hundreds of billions of parameters increased by 320%.

4. Hyper-converged transmission network: TB-level data synchronization in seconds


     Building a "high throughput, zero packet loss" AI data highway:

     Lossless compression : The self-developed algorithm compresses the data volume to 1/5, and the transmission efficiency is improved by 80%;

     Ultra-low latency : Based on China Unicom cloud backbone network, the latency of dedicated lines between nodes is less than 0.3ms;

     Intelligent scheduling : Dynamically avoid network congestion, and achieve 99.99% inter-city transmission stability;

     Multi-active architecture : The Guangzhou-Shenzhen dual-active data center has a strong consistency error of less than 0.001%.

     Scenario: The cross-domain synchronization time of a 100-TB training set is shortened from 8 hours to 30 minutes.


5. Convenient and safe operating environment: AIDC data centers throughout the province

     

   China Unicom has "one core, two wings, and multiple centers" AIDC resources in Guangdong, with a data center layout of "1 Shaoguan East Data West Bay Area Hub + 2 Pearl River Delta Guangzhou and Shenzhen two major clusters + 21 (prefecture-level city nodes)". There are 76 (bureaus) of data centers in the province, with a total of 64,000 cabinets and more than 8,000 intelligent computing cabinets, meeting the needs of nearby deployment of various computing card clusters.