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LLM DeepSeek China

DeepSeek

DeepSeek V3 and R1 - powerful open-source models. Important: Only self-hosting is GDPR-compliant! AI consulting from Germany advises on secure DeepSeek usage.

License MIT (Code), Model Agreement (V3), MIT (R1)
GDPR Hosting Available
Context 128K-164K Tokens
Modality Text, Image, Code → Text, Code

Versions

Overview of available model variants

ModelReleaseEUStrengthsWeaknessesStatus
DeepSeek-V3.2 Recommended
December 2025
Current generation Open source (Model Agreement) Now available on AWS, Azure, Vertex AI
Resource intensive
Current
DeepSeek-V3.1
2025
Stable Available on AWS Bedrock EU
Current
DeepSeek-R1
January 2025
Reasoning focus MIT License
Current

Use Cases

Typical applications for this model

Coding & Software Development
Mathematics & Science
Reasoning Tasks
Research & Development
Self-Hosted Deployments
Agentic Workflows

Technical Details

API, features and capabilities

API & Availability
Availability Public
Latency (TTFT) ~800ms
Features & Capabilities
Tool Use Function Calling Structured Output Vision Reasoning Mode File Upload
Training & Knowledge
Knowledge Cutoff 2024-12
Fine-Tuning Available (LoRA, Full, PEFT)
Language Support
Best Quality English, Chinese
Supported 50+ languages
Best quality in English and Chinese, good quality in German

Hosting & Compliance

GDPR-compliant hosting options and licensing

GDPR-Compliant Hosting Options
AWS
Frankfurt (eu-central-1)
Amazon Bedrock - V3.1/V3.2 available
Azure
West Europe
Azure AI Foundry - V3/R1 available
Google Cloud
Frankfurt (europe-west3)
Vertex AI - V3.2/R1 available
Self-Hosted
Own Infrastructure
Open source - full control
License & Hosting
License MIT (Code), Model Agreement (V3), MIT (R1)
Security Filters Customizable
On-Premise

Update February 2026: DeepSeek is now available on AWS Bedrock, Azure AI, and Google Vertex AI in EU regions! innFactory AI Consulting from Germany advises on all deployment options - from self-hosting to managed cloud solutions with EU data residency.

Key Strengths

Open Source & Licensing

DeepSeek offers full transparency:

  • Public Weights: Fully available on GitHub/Hugging Face
  • Licensing: R1 under MIT, V3 under a separate Model Agreement
  • Community: Active development
  • Customizable: Fine-tuning and modifications possible

MoE Architecture

DeepSeek uses innovative Mixture-of-Experts:

  • 671B parameters total, but only 37B active per request
  • Efficient: High performance with reduced resource requirements
  • Multihead Latent Attention: New attention mechanism

Reasoning Capabilities (R1)

DeepSeek-R1 shows transparent thinking processes:

  • Chain-of-thought is made visible
  • Particularly strong in mathematics and logic
  • Comparable to OpenAI o1

EU Availability (Update February 2026)

DeepSeek is now available through all three major cloud providers in EU regions:

AWS Bedrock

  • Regions: Frankfurt (eu-central-1), Ireland (eu-west-1)
  • Models: DeepSeek-V3.1, V3.2
  • Advantage: Serverless, immediate availability

Azure AI Foundry

  • Regions: West Europe, Sweden Central
  • Models: V3, R1
  • Advantage: Integration into Azure ecosystem

Google Vertex AI

  • Regions: Frankfurt (europe-west3), Netherlands (europe-west4)
  • Models: V3.2, R1
  • Advantage: Vertex AI Model Garden

Self-Hosting

Still available for maximum control and full GDPR compliance.

Important Notes

Data Privacy Considerations

Update February 2026: With availability on AWS Bedrock, Azure AI, and Google Vertex AI in EU regions, enterprises can now use DeepSeek GDPR-compliant in the cloud!

  • Cloud Hosting (EU): Data remains in EU regions with AWS/Azure/Google
  • Direct API: DeepSeek servers in China (caution with sensitive data)
  • Self-Hosting: Still the option with maximum control

For Enterprises: Cloud providers offer EU data residency with full compliance. Self-hosting remains an alternative for highest security requirements.

Self-Hosting as a Solution

The open-source model can be operated in your own infrastructure:

  • All data remains under your control
  • No dependency on external APIs
  • Full GDPR compliance possible
  • Hardware requirements: Multiple high-end GPUs (A100/H100)

Price-Performance

DeepSeek offers excellent value:

  • API: Very affordable prices (approx. 90% cheaper than GPT-4)
  • Self-Hosting: Free to use (only hardware costs)
  • No License Fees: R1 under MIT, V3 under Model Agreement

Our Recommendation

DeepSeek is technically impressive and reaches frontier-level performance in reasoning and coding. With the new EU availability on AWS, Azure, and Google, enterprises can now use DeepSeek GDPR-compliant.

For most enterprises, we recommend:

  • Cloud Option: DeepSeek-V3.2 via AWS Bedrock (Frankfurt) or Azure AI (West Europe) - simple, managed, EU-compliant
  • Self-Hosting: DeepSeek-V3.2 or R1 for maximum control and customizability

The choice depends on your requirements for control, compliance, and technical resources.

Consultation for this model?

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