How Drizzle:AI Integrates with Amazon EKS
Drizzle seamlessly deploys your AI solutions on Amazon EKS, providing a scalable and efficient platform for AI, ML, and LLM workloads. By leveraging Drizzle, you can unlock the full potential of AI automation with Terraform and CI/CD pipelines, following industry best practices for deploying robust solutions with advanced logging and observability.
Key Features of the Integration
- Distributed Computing: Harness the power of the vLLM stack and the Ray ecosystem for efficient distributed computing.
- Advanced Model Serving: Utilize cutting-edge serving solutions like NVIDIA Triton Server, vLLM for scalable model inference, and TensorRT-LLM for optimizing deep learning models.
- High-Performance Hardware: Take advantage of NVIDIA GPUs for intensive computational tasks, AWS Trainium for efficient model training, and AWS Inferentia for cost-effective model inference at scale.
- Scalability and Observability: Deploy AI/ML workloads with built-in scalability and advanced observability tools to ensure reliability and performance.
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