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DeepSeek-R1, a publicly available model under MIT license, represents a breakthrough in AI reasoning capabilities, delivering exceptional accuracy and nuanced understanding across complex tasks. With strong reasoning capabilities, it has demonstrated leading performance in mathematics with a 79.28% score on AIME 2024 and software engineering with 49.2% on SWE-bench Verified. This powerful foundation model offers businesses a cost-effective path to deploy sophisticated, scalable AI solutions that adapt seamlessly to specific business requirements.
Benefits
Exceptional reasoning capabilities
Process complex reasoning tasks with exceptional accuracy through advanced contextual understanding, delivering superior results for mathematical, scientific, and logical problem-solving challenges.
Cost-effective intelligence
Unlock advanced AI reasoning capabilities efficiently, maximizing your technology investment.
Advanced code generation
Generate precise, production-ready code that accurately meets programming requirements and supports complex development.
Protected by Amazon Bedrock Guardrails
Deploy DeepSeek-R1 responsibly in production environments through Amazon Bedrock's enterprise-grade security framework. Amazon Bedrock Guardrails provide comprehensive and customizable safeguards that can help youfilter sensitive information, enforce security policies, and ensure compliance with your organizations' policies—delivering a secure foundation for mission-critical applications and regulated workloads.
Enterprise-scale performance
Handle sophisticated workloads efficiently while maintaining consistent quality and responsiveness across your organization's AI applications, from development to production.
Meet DeepSeek
DeepSeek is revolutionizing AI with breakthrough innovations in reasoning and comprehension. DeepSeek-R1 achieves advanced levels of accuracy and understanding, marking a transformative leap forward in AI capabilities. Through sophisticated natural language processing, DeepSeek's technology tackles complex challenges with exceptional precision, adapting fluidly to diverse business requirements while delivering consistent results. DeepSeek empowers organizations to build powerful, tailored AI solutions that evolve alongside their ambitions—fundamentally changing how businesses solve their most demanding challenges.
Use cases
Intelligent reasoning and decision support
Transform complex business logic into actionable decisions with AI that validates outcomes and provides explainable reasoning. Reduce decision-making bottlenecks through systematic problem-solving and detailed analysis of requirements.
Software development & code generation
Accelerate development cycles with high-quality code generation across multiple programming languages. Generate, analyze, and debug complex code while maintaining best practices and security standards. Create detailed technical documentation and API specifications with contextual understanding of system requirements.
Scientific & mathematical analysis
Solve complex mathematical problems, analyze scientific data, and validate research methodologies with exceptional accuracy. Process technical papers, derive equations, and support advanced scientific computing tasks while providing detailed explanations of reasoning steps.
Advanced data analysis and insights
Process and analyze large volumes of structured and unstructured data to extract meaningful insights, with particular strength in mathematical modeling and statistical analysis. Generate comprehensive reports with sophisticated reasoning about complex relationships in data.
Enterprise knowledge management
Create, maintain, and leverage organizational knowledge by automatically processing technical documentation, code bases, and business processes. Transform siloed information into accessible, unified knowledge that evolves with your organization's technical and operational needs.
Demos
To help you deploy DeepSeek-R1 responsibly in production environments, Amazon Bedrock provides comprehensive and customizable safeguards through Amazon Bedrock Guardrails. This includes sensitive information filtering and customizable security controls—particularly valuable for organizations operating in regulated environments. AWS highly recommends integrating guardrails with your DeepSeek-R1 deployments to add protection for your generative AI applications. Learn how to implement these robust safety protections for DeepSeek models using Amazon Bedrock Guardrails.
Model versions
DeepSeek-R1
DeepSeek's advanced foundation model can process text and is designed for complex reasoning and enterprise applications. It delivers exceptional accuracy and contextual understanding for sophisticated business tasks. The model excels at processing complex requirements, technical documentation, and domain-specific knowledge.
Max input tokens: 128K (Compared to DeepSeek’s first-party solution of 64K)
Languages: English, Chinese
Fine-tuning supported: No
Supported use cases: Code generation, mathematical analysis and problem-solving, scientific computing and research, technical documentation generation, enterprise knowledge management, complex data analysis, intelligent decision support, process automation, and educational content development.
