aws-samples / scalable-hw-agnostic-inferenceLinks
A hardware-agnostic (NVIDIA's GPUs and AWS Inferentia accelerators) deployment of computer-vision models (e.g., YOLO, ViT), generate text and text-to-image (e.g., Llama3 and Stable Diffusion ) on EKS controlled by K8s ingress in routing-time and Karpenter in scheduling-time that is scaled by KEDA.
☆24Updated 2 weeks ago
Alternatives and similar repositories for scalable-hw-agnostic-inference
Users that are interested in scalable-hw-agnostic-inference are comparing it to the libraries listed below
Sorting:
- AIOps modules is a collection of reusable Infrastructure as Code (IaC) modules for Machine Learning (ML), Foundation Models (FM), Large L…☆82Updated this week
- ☆24Updated 2 months ago
- aws-solutions-library-samples / guidance-for-automated-provisioning-of-application-ready-amazon-eks-clustersThe EKS workload accelerator is a collection of reference implementations for Amazon EKS designed to accelerate the time it takes to prov…☆34Updated 3 weeks ago
- aws-solutions-library-samples / guidance-for-a-multi-tenant-generative-ai-gateway-with-cost-and-usage-tracking-on-awsThis Guidance demonstrates how to build an internal Software-as-a-Service (SaaS) platform that provides access to foundation models, like…☆79Updated 9 months ago
- ☆32Updated 5 months ago
- ☆49Updated this week
- This Guidance demonstrates how to deploy a machine learning inference architecture on Amazon Elastic Kubernetes Service (Amazon EKS). It …☆44Updated last month
- ☆59Updated this week
- ☆39Updated 8 months ago
- Demonstrate game-server related deployment methods on EKS.☆39Updated 2 months ago
- aws-solutions-library-samples / guidance-for-natural-language-queries-of-relational-databases-on-awsDemonstration of Natural Language Query (NLQ) of an Amazon RDS for PostgreSQL database, using SageMaker JumpStart, Amazon Bedrock, LangCh…☆64Updated 9 months ago
- ☆33Updated last month
- ☆62Updated last year
- ☆110Updated this week
- CDK AWS Observability Accelerator☆149Updated 2 months ago
- Sample microservice based application demonstrating observability capabilities on AWS☆250Updated last week
- Collection of best practices, reference architectures, model training examples and utilities to train large models on AWS.☆324Updated this week
- Build complex, serverless, and highly scalable generative AI applications with prompt chaining.☆290Updated 2 weeks ago
- Leverage pgvector and Amazon Aurora PostgreSQL for Natural Language Processing, Chatbots and Sentiment Analysis☆65Updated 3 weeks ago
- Foundation model benchmarking tool. Run any model on any AWS platform and benchmark for performance across instance type and serving stac…☆247Updated 3 months ago
- ☆18Updated last month
- Mistral on AWS examples for Bedrock & SageMaker☆75Updated this week
- Cloud-native, AI-powered, document processing pipelines on AWS.☆181Updated 4 months ago
- Patterns repository for the Amazon EKS Bluepints for CDK☆174Updated 3 months ago
- A simple utility to validate if a given AWS ECS task definition is compatible with Fargate.☆13Updated last year
- This repo provides an end to end SaaS reference architecture implementation using Amazon Elastic Container Service (ECS)☆103Updated 3 months ago
- ☆196Updated last month
- ☆20Updated last year
- The Automated Data Analytics on AWS solution provides an end-to-end data platform for ingesting, transforming, managing and querying data…☆89Updated 9 months ago
- A sample agentic ai platform to run agentic workflows on AWS using EKS and open source frameworks like LangChain/LangGraph, PydanticAI, e…☆23Updated this week