Popular GitHub Repositories for Amazon Sagemaker

A Spark library for Amazon SageMaker.

Deploy Generative AI models from Amazon SageMaker JumpStart using AWS CDK

Demonstration of Natural Language Query (NLQ) of an Amazon RDS for PostgreSQL database, using SageMaker JumpStart, Amazon Bedrock, LangChain, Streamlit, and Chroma.

Amazon SageMaker Managed Spot Training Examples

'Talk to your slide deck' (Multimodal RAG) using foundation models (FMs) hosted on Amazon Bedrock and Amazon SageMaker

@DeepLearning.AI Practical Data Science Specialization brings together these disciplines using purpose-built ML tools in the AWS cloud. It has helped me to develop the practical skills to effectively deploy your data science projects and overcome challenges at each step of the ML workflow using Amazon SageMaker.

Fine-tuning Stable Diffusion XL on AWS for Generative AI-powered Product Concept Design

Deploy Audiocraft Musicgen on Amazon SageMaker using SageMaker Endpoints for Async Inference.

Amazon SageMaker Examples

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).

In this Amazon SageMaker tutorial, you'll find labs for setting up a notebook instance, feature engineering with XGBoost, regression modeling, hyperparameter tuning, bring your custom model etc.

Explore the capabilities of transformer models available on Hugging Face to accomplish common NLP tasks on Amazon SageMaker using real-time and batch inference.

A repository for tackling cloud text pre-trained embeddings, from evaluation to deployment, including fine-tuning and vector stores.

The application that use image generative technology to create photos for AI avatars.