A helper library to connect into Amazon SageMaker with AWS Systems Manager and SSH (Secure Shell)
Amazon SageMaker Local Mode Examples
Deploy and invoke Stability AI's Stable Video Diffusion XT (SVT-XT) 1.1 foundation model on Amazon SageMaker.
'Talk to your slide deck' (Multimodal RAG) using foundation models (FMs) hosted on Amazon Bedrock and Amazon SageMaker
Deploy Generative AI models from Amazon SageMaker JumpStart using AWS CDK
Deploying TRURL 2 on Amazon SageMaker. TRURL 2 is a Large Language Model (LLM), which is a fine-tuned version of LLaMA 2 with support for Polish language developed by VoiceLab and published at the company profile on Hugging Face (https://huggingface.co/Voicelab).
A repository for tackling cloud text pre-trained embeddings, from evaluation to deployment, including fine-tuning and vector stores.
Open innovation with 60 minute cloud experiments on AWS
⛳️ PASS: Amazon Web Services Certified (AWS Certified) Machine Learning Specialty (MLS-C01) by learning based on our Questions & Answers (Q&A) Practice Tests Exams.
Use Snowflake as a source of training data for training a machine learning model in Amazon SageMaker.
The application that use image generative technology to create photos for AI avatars
Explore the capabilities of transformer models available on Hugging Face to accomplish common NLP tasks on Amazon SageMaker using real-time and batch inference.
Demonstration of Natural Language Query (NLQ) of an Amazon RDS for PostgreSQL database, using SageMaker JumpStart, Amazon Bedrock, LangChain, Streamlit, and Chroma.
A Spark library for Amazon SageMaker.
MLOps workshop with Amazon SageMaker
End to end Machine Learning with Amazon SageMaker
AWS re:Invent 2023 - AIM329 - Build a chat assistant with Amazon Bedrock - how to use the Retrieval Augmented Generation (RAG) architecture with Amazon Bedrock and Amazon OpenSearch Serverless (AOSS) to quickly build a secure chat assistant that uses the most up-to-date information to converse with users.
Hands-on demonstrations for data scientists exploring Amazon SageMaker
Deploy Audiocraft Musicgen on Amazon SageMaker using SageMaker Endpoints for Async Inference.
Fine-tuning Stable Diffusion XL on AWS for Generative AI-powered Product Concept Design
Add a description, image, and links to the amazon-sagemaker topic page so that developers can more easily learn about it.
To associate your repository with the amazon-sagemaker topic, visit your repo's landing page and select "manage topics."