Stars
This repository contains everything you need to become proficient in System Design
This FastAPI-based RAG service processes OCR data, generates embeddings using OpenAI, and utilizes Pinecone as a vector database for search. It answers questions based on search results using OpenAI.
This repository contains the Hugging Face Agents Course.
Kickstart your MLOps initiative with a flexible, robust, and productive Python package.
Lists of company wise questions available on leetcode premium. Every csv file in the companies directory corresponds to a list of questions on leetcode for a specific company based on the leetcode …
Newsletter to help busy software engineers become good at system design 👇
llama3 implementation one matrix multiplication at a time
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
Production-ready YOLO8 Segmentation deployment with TensorRT and ONNX support for CPU/GPU, including AI model integration guidance for Unitlab Annotate.
TensorRT-LLM provides users with an easy-to-use Python API to define Large Language Models (LLMs) and support state-of-the-art optimizations to perform inference efficiently on NVIDIA GPUs. TensorR…
Transformer related optimization, including BERT, GPT
Langflow is a powerful tool for building and deploying AI-powered agents and workflows.
A large-scale text-to-image prompt gallery dataset based on Stable Diffusion
This is a unofficial fork of OpenVSLAM (https://github.com/xdspacelab/openvslam)
A lightweight logger for machine learning teams to log images and predictions in production.
Audio generation using diffusion models, in PyTorch.
🎓 Sharing machine learning course / lecture notes.
🐙 Guides, papers, lecture, notebooks and resources for prompt engineering
A library for differentiable nonlinear optimization
Machine Learning Foundations: Linear Algebra, Calculus, Statistics & Computer Science
State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.
Official PyTorch implementation of Fully Attentional Networks
The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.
Pen and paper exercises in machine learning
AIMET is a library that provides advanced quantization and compression techniques for trained neural network models.
A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems"
https://huyenchip.com/ml-interviews-book/
An ultimately comprehensive paper list of Vision Transformer/Attention, including papers, codes, and related websites
YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite