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Kickstart your MLOps initiative with a flexible, robust, and productive Python package.
Generate video summary report at scale using generative AI and serverless on AWS
Agentic components of the Llama Stack APIs
Cost reduction tools and techniques for LLM based systems
Listens MLFlow model registry changes and deploy models based on configurations
WhisperPlus: Faster, Smarter, and More Capable 🚀
End-to-End MLOps Pipeline for Football Analytics Focused on Expected Goals (xG)
Automatically evaluate your LLMs in Google Colab
Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.
Step by Step Full Project : Creating A Kubernetes Cluster With High Availability, Reliability, Auto Scaling, Auto-Healing, and Monitoring on The Amazon EKS via Terrafom or Cloudformation, And By Us…
My second attempt at the Data Engineering Zoomcamp project
LLM Zoomcamp - a free online course about building a Q&A system
Example code and notebooks related to mlflow, llmops, etc.
A repository for the project of object tracking (object mask propagation) by estimating the optical flow between frames
Practical Data Engineering: A Hands-On Real-Estate Project Guide
End-to-end MLOps LLM instruction finetuning based on PEFT & QLoRA to solve math problems.
This image recognition project uses industry best practices in machine learning in terms of DVC and MLflow for data versioning, parameter, metric , artifacts and model logging.
Repository for the Demo of using DVC with PyCaret & MLOps (DVC Office Hours - 20th Jan, 2022)
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
A Makefile to make deployment to Kubernetes simple and wonderful