AWS Podcast #707: AWS News: DeepSeek R1 Models on BedRock, Improve Data Discoverability with S3 Metadata
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Feb 10, 2025 Discover the potential of DeepSeek, a cutting-edge language model on Amazon Bedrock, designed for flexibility and customization. Explore how S3 metadata enhances data management, aiding AI model training and improving performance. The discussion also covers essential updates across AWS services, including advancements in analytics, application integration, and database technologies. Tune in for insights on customer engagement, compute enhancements, and the latest in migration and governance tools.
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DeepSeek Models on AWS
- DeepSeek R1 models are now available on Amazon Bedrock, SageMaker, and EC2, offering flexibility.
- These models offer various sizes and cost-effectiveness, catering to diverse needs.
Choosing the Right DeepSeek Deployment
- Choose DeepSeek R1 for API-based integration or customization via SageMaker and EC2.
- Consider Bedrock for added security, scalability, and cost optimization.
Benefits of S3 Metadata
- S3 metadata simplifies data discovery and reduces preparation time.
- It improves data governance, lineage tracking, and query performance.