mlflow-bentoml-integration

Run any open-source LLMs, such as DeepSeek and Llama, as OpenAI compatible API endpoint in the cloud.

Model Deployment at Scale on Kubernetes ??

A hands on repo with multiple demonstrations on AWS ?

Pybind11 bindings for Whisper.cpp

Creative Audio/Textbook Maker ? ? See our YouTube channel

A simple web application that lets you replace any part of an image with an image generated based on your description.

This repository contains instructions, template source code and examples on how to serve/deploy machine learning models using various frameworks and applications such as Docker, Flask, FastAPI, BentoML, Streamlit, MLflow and even code on how to deploy your machine learning model as an android app.

Automated testing and deployment of a simple Flask-based (RESTful) micro-service to a production-like environment on AWS, using Docker containers and Travis-CI.

A bentoML-powered API to transcribe audio and make sense of it

A simple yet complete guide to MLOps tools and practices - from a conventional way to a modern approach of working with ML projects.