A holistic way of understanding how Llama and its components run in practice, with code and detailed documentation.

Python stream processing for Kafka

Machine Learning Engineering Open Book

This is a repo with links to everything you'd ever want to learn about data engineering

SoTA LLM for converting natural language questions to SQL queries

20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.

A programming framework for agentic AI 🤖

A curated list of awesome READMEs

Python library to extract tabular data from images and scanned PDFs

DDPO for finetuning diffusion models, implemented in PyTorch with LoRA support

Code for the paper "Language Models are Unsupervised Multitask Learners"

Code for the paper "Language Models are Unsupervised Multitask Learners"

This repository contains everything you need to become proficient in Machine Learning

This repository contains the source code and configuration files for a chatbot that helps users book flight tickets. The chatbot is built using the Rasa framework and uses machine learning to unde…

🔍 LLM orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with your d…

Chatbot for taking online orders for a restaurant that serves a variety of pizzas

PyGWalker: Turn your pandas dataframe into an interactive UI for visual analysis

Specify what you want it to build, the AI asks for clarification, and then builds it. Completely separate team and codebase from the AI Web App builder https://gptengineer.app

Writing clean and optimized Python code

Learn ML engineering for free in 4 months!

🦜🔗 Build context-aware reasoning applications

A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API

Table Transformer (TATR) is a deep learning model for extracting tables from unstructured documents (PDFs and images). This is also the official repository for the PubTables-1M dataset and GriTS ev…

This repo includes ChatGPT prompt curation to use ChatGPT better.

AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters.

AI Toolkit for Healthcare Imaging

reNgine is an automated reconnaissance framework for web applications with a focus on highly configurable streamlined recon process via Engines, recon data correlation and organization, continuous …

Language modeling, LSTM, Attention models, Transformers, Parsing and Tagging in NLP, EM algorithm, Auto-encoders implemented in Python using PyTorch. The assignments are part of the course Natural …

Designed a movie recommendation system using content-based, collaborative filtering based, SVD and popularity based approach.

starter from "How to Train a GAN?" at NIPS2016