edgBR

lance

Modern columnar data format for ML and LLMs implemented in Rust. Convert from parquet in 2 lines of code for 100x faster random access, vector index, and data versioning. Compatible with Pandas, DuckDB, Polars, Pyarrow, with more integrations coming..

openai-samples

Samples for working with Azure OpenAI Service

bootcamp-bringing-ML-models-into-production-intermediary-jun-aug2021

6 week-long Python hands-on MLOps Bootcamp following a real-life industry scenario.

mlops-event-feb2023

MLOps talks - joint effort with Amsterdam MLOps.community

mlflow-examples

Basic and advanced MLflow examples for many ML flavors

Many-Models

Implement many models for ML in Azure

solution-accelerator-many-models

JARVIS

JARVIS, a system to connect LLMs with ML community. Paper: https://arxiv.org/pdf/2303.17580.pdf

LLM-Augmenter

the-algorithm

Source code for Twitter's Recommendation Algorithm

txtai

💡 All-in-one open-source embeddings database for semantic search, LLM orchestration and language model workflows

aml-batch-endpoint

alpaca-lora

Instruct-tune LLaMA on consumer hardware

aml-acceleration-template

A template repository for quickly adopting Azure Machine Learning

azureml-mlops-example-scenarios

Prescriptive MLOps scenarios for building, deploying and monitoring machine learning models with Azure Machine Learning.

amazon-sagemaker-ab-testing-pipeline

Amazon SageMaker MLOps deployment pipeline for A/B Testing of machine learning models.

ColossalAI

Making large AI models cheaper, faster and more accessible

azureml-terraform-examples

Terraform examples for provisioning Azure Machine Learning

dbt_hacks

A bunch of hacks developed around dbt

lifetime_value

hamilton

A scalable general purpose micro-framework for defining dataflows. THIS REPOSITORY HAS BEEN MOVED TO www.github.com/dagworks-inc/hamilton

Twitter_Positivity_Analyzer

Application to analyze a tweet's positivity using deep learning.

dreambooth-gui

privacy-preserving-xgboost-inference

Privacy-preserving XGBoost Inference

event-hubs-dotnet-import-from-sql

Simple cloud app that pulls incremental records from a SQL Azure table and pushes to event hub

azure-keyvault-rotator

stable-diffusion-deploy

Learn to serve Stable Diffusion models on cloud infrastructure at scale. This Lightning App shows load-balancing, orchestrating, pre-provisioning, dynamic batching, GPU-inference, micro-services working together via the Lightning Apps framework.

mona-tutorial

InvokeAI

InvokeAI is a leading creative engine for Stable Diffusion models, empowering professionals, artists, and enthusiasts to generate and create visual media using the latest AI-driven technologies. The solution offers an industry leading WebUI, supports terminal use through a CLI, and serves as the foundation for multiple commercial products.

openimagegenius

Stable Diffusion