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agent-evaluation

A generative AI-powered framework for testing virtual agents.

amazon-bedrock-samples

This repository contains examples for customers to get started using the Amazon Bedrock Service. This contains examples for all availble foundational models

amazon-bedrock-workshop

This is a workshop designed for Amazon Bedrock a foundational model service.

amazon-rekognition-custom-labels-feedback-solution

Model assisted dataset preparation for Amazon Rekognition Custom Labels.

amazon-sagemaker-examples

Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.

amazon-sagemaker-examples-community

amazon-sagemaker-multi-model-endpoints-model-monitoring

aws-ai-intelligent-document-processing

A set of Jupyter notebooks that describes different phases of an Intelligent Document Processing with AWS AI Services

aws-labs-demos

cms-bedrock-workshop

data-science-on-aws

deeplearningexamples

Deep Learning Examples

finra-bedrock-workshop

fmeval

Foundation Model Evaluations Library

fnma-sagemaker-training

foundation-model-benchmarking-tool

Foundation model benchmarking tool. Run any model on Amazon SageMaker and benchmark for performance across instance type and serving stack options.

kymobutler

Software Package to analyse Kymographs from biological data

langchain

🦜🔗 Build context-aware reasoning applications

langchain-tutorials

Overview and tutorial of the LangChain Library

llama-recipes

Scripts for fine-tuning Llama2 with composable FSDP & PEFT methods to cover single/multi-node GPUs. Supports default & custom datasets for applications such as summarization & question answering. Supporting a number of candid inference solutions such as HF TGI, VLLM for local or cloud deployment.Demo apps to showcase Llama2 for WhatsApp & Messenger

llama_index

LlamaIndex is a data framework for your LLM applications

lm-evaluation-harness

A framework for few-shot evaluation of autoregressive language models.

mlops-amazon-sagemaker

Workshop content for applying DevOps practices to Machine Learning workloads using Amazon SageMaker

mlr402-remars-workshop

notebooks

Notebooks using the Hugging Face libraries 🤗

prompt-engineering-guide

🐙 Guides, papers, lecture, notebooks and resources for prompt engineering

pytorchzerotoall

Simple PyTorch Tutorials Zero to ALL!

ragas

Evaluation framework for your Retrieval Augmented Generation (RAG) pipelines

sagemaker-byoc-pmml-example

sagemaker-distributed-training-model-parallelism