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  • AI Framework
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Bring AI to Your Business

Self-hosted AI that's private, Affordable, and powerful—because your business deserves better than rentable intelligence.

Private

Run AI fully on your servers—no leaks, no cloud risks, and 100% compliant with data laws.

Affordable

No hidden fees or API charges—just one fixed cost that saves 90% compared to cloud AI.

Powerful

Learns from your business data—not generic answers—to give smarter, industry-specific results.

Build with AI: End-to-End Framework

Whether you're enhancing productivity, automating workflows, or enabling intelligent decision-making, this framework turns AI ambition into reality.

AI for All Uses

Chat Assistants

Developer Tools

Image & Text Helpers

Document Assistants

Smart Analysis Tools

All-in-One AI Toolkit
  • 01 Gather Data
    • Raw Data
    • Data for Processing
  • 02 Process & Organize Data
    • Producting Data
    • Database for AI
  • 04 Run AI Models
    Support Systems
    · QA · Code Writing · Customer Servcie
    · RAG · AI Reasoning
  • 03 Train AI Models
    Language AI Multi-type AI
    Image Understanding Speech Recognition
Powerful AI Computing System

Smart Computing

CPU+GPU VM/Docker

Storage

Block/Object/File Storage

Security

Backup & Ransomware Protection

Network

High-speed Network

Hardware Requirements for Local AI Deployment

Which matters more for DeepSeek AI—GPU or CPU? Our guide helps you choose the right hardware for optimal performance and cost-efficiency in local deployment. Priority Ranking (High to Low):

GPU Memory
Determines if model can run
  • GPU memory needs depend on Parameters & Precision.
  • Calculation Formulas:
    FP16: Parameters X2
    Q8: Parameters X1
    Q4: Parameters X0.5
GPU Compute
Decides how fast the model runs
  • Performance scales with Computation & Tensor performance.
  • Note:
    - More compute power is preferable, though cooling matters too.
    - GPU bandwidth also impacts model speed in multi-GPU setups.
Cooling
Influences how stable the model runs
  • Large models demand powerful GPUs, robust cooling, and stable power.
  • Regular PCs and consumer grade GPUs often overheat under prolonged use.
CPU
Fine with low, issues at high concurrency
  • Under high concurrency, allocate at least 4-6 CPU cores per GPU.
  • For personal use, just meet regular workload requirements.
Memory
Adequate runs fine, low struggles
  • When GPU memory runs out, the model spills to RAM, causing heavy GPU-CPU transfers and 10x+ slowdowns.
  • ECC memory prevents crash risks from memory errors.
Storage
Just needs to fit the model
  • Storage speed affects model loading and RAG retrieval.
  • It's recommended to use enterprise-grade SSDs.

Frequently Asked Questions

DeepSeek vs ChatGPT: Which AI Performs Better?
  • Performance: DeepSeek-V3 matches GPT-4 in complex tasks (coding, research) but is 90% cheaper to deploy.
  • Private Deployment: DeepSeek provides flexible on-premise solutions for businesses of all sizes, while ChatGPT primarily targets enterprise clients.
  • Customization: DeepSeek enables full model fine-tuning with industry-specific data, offering greater adaptability than ChatGPT's limited customization options.
Can I deploy DeepSeek locally for full data privacy?
  • Yes! DeepSeek supports private deployment on your servers (Dell/Lenovo/AWS). No data leaves your network.
How much does it cost to run DeepSeek-V3 compared to ChatGPT API?
  • ChatGPT API: ~$0.06 per 1k tokens (GPT-4).
  • DeepSeek-V3: ~$0.006 per 1k tokens when self-hosted.
Does DeepSeek support API access?
  • Yes! DeepSeek provides a standard REST API with OpenAI compatibility and 128k context support.
Can DeepSeek handle non-English languages like Arabic or Spanish?
DeepSeek offers robust multilingual support, with optimized performance for:
  • Core languages: English, Chinese (Simplified & Traditional)
  • Additional languages: Arabic, Spanish, French, German, and Japanese
Is DeepSeek compliant with EU GDPR or US data laws?
  • Full compliance: Self-hosted DeepSeek keeps data in your jurisdiction.
  • Certifications: ISO 27001, SOC 2.

Why Buy from Us?

As a global leader in IT distribution, Router-switch.com is committed to meeting the diverse needs of clients of all sizes. Our exceptional sales team and expert technical staff ensure you receive the highest quality products, professional technical support, and outstanding services.
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