Discover aishwaryaprabhat/BigBertha Open Source project

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Python
License
Apache License 2.0
Created about 1 year ago
Updated about 1 year ago

aishwaryaprabhat

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BigBertha is an architecture design that demonstrates how automated LLMOps (Large Language Models Operations) can be achieved on any Kubernetes cluster using open source container-native technologies 🌟

llama-in-a-container

A simple containerised setup to get up and running with Llama2 quickly

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bike_sharing_demand_prediction

Project prepared for Aish's NUS guest lecture 'Machine Learning in the Real World' for Masters students in IE5105 Modeling for Supply Chain Systems course

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Advanced-RAG

Performing, evaluating and tracking advanced Retrieval Augmented Generation methods ft. AzureML & LlamaIndex

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full-stack-ecommerce-website

A full-stack E-commerce website built using React, Redux, Django & PostgreSQL

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docker_and_kubernetes_essentials

This repository is a work-in-progress that will hold onto tutorials, cheatsheets, tips and best practices related to Docker and Kubernetes (and a bit of Travis CI and AWS).

JavaScript

machine_learning_dockerized

A repo to demonstrate how to 'dockerize' a machine learning solution

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Flask

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machine_learning_with_kubernetes

Using a Machine Learning model to demo core Kubernetes concepts

Jupyter Notebook

goku

A reference architecture for managing LLMs on Kubernetes using OSS tooling

Python

aishwaryaprabhat/BigBertha

aishwaryaprabhat

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