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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.

Приватный

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.

Часто задаваемые вопросы

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?

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