Lists (13)
Starred repositories
Transformer Explained Visually: Learn How LLM Transformer Models Work with Interactive Visualization
This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. RAG systems combine information retrieval with generative models to provide accurate and cont…
Kickstart your MLOps initiative with a flexible, robust, and productive Python package.
Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep lear…
Official repository for the book Time Series Forecasting with Foundation Models
A Curated List of Dataset and Usable Library Resources for NLP in Bahasa Indonesia
A one stop repository for generative AI research updates, interview resources, notebooks and much more!
A curated list of Domain-Driven Design (DDD), Command Query Responsibility Segregation (CQRS), Event Sourcing, and Event Storming resources
A collection of learning resources for curious software engineers
From Research to Production: The Industrialization of NLP to Large Language Model Engineering
An extremely fast Python package and project manager, written in Rust.
Module for automatic summarization of text documents and HTML pages.
I developped a course on quantum machine learning for École de Technologie Supérieure (Montréal, QC, CA).
Database for AI. Store Vectors, Images, Texts, Videos, etc. Use with LLMs/LangChain. Store, query, version, & visualize any AI data. Stream data in real-time to PyTorch/TensorFlow. https://activelo…
Leaderboard Comparing LLM Performance at Producing Hallucinations when Summarizing Short Documents
The first-ever vast natural language processing benchmark for Indonesian Language. We provide multiple downstream tasks, pre-trained IndoBERT models, and a starter code! (AACL-IJCNLP 2020)
Find the optimal model serving solution for 🤗 Hugging Face models 🚀
Learn how to design, develop, deploy and iterate on production-grade ML applications.
A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems"
Notes and articles on software development. All content is original. Most of the content reflects the way that our current software team operates.
Template for a data science project
Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.
OpenChat: Advancing Open-source Language Models with Imperfect Data
A modular RL library to fine-tune language models to human preferences
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.