🦜🔗 Build context-aware reasoning applications

A latent text-to-image diffusion model

21 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/

The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

Python Data Science Handbook: full text in Jupyter Notebooks

TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

Learn how to design, develop, deploy and iterate on production-grade ML applications.

Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

12 Weeks, 24 Lessons, AI for All!

10 Weeks, 20 Lessons, Data Science for All!

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

The fastai deep learning library

Python programs, usually short, of considerable difficulty, to perfect particular skills.

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

This repository is primarily maintained by Omar Santos (@santosomar) and includes thousands of resources related to ethical hacking, bug bounties, digital forensics and incident response (DFIR), ar…

A guidance language for controlling large language models.

A High-Quality Real Time Upscaler for Anime Video

Data and code behind the articles and graphics at FiveThirtyEight

Scripts for fine-tuning Meta Llama with composable FSDP & PEFT methods to cover single/multi-node GPUs. Supports default & custom datasets for applications such as summarization and Q&A. Supporting…

Grounded SAM: Marrying Grounding DINO with Segment Anything & Stable Diffusion & Recognize Anything - Automatically Detect , Segment and Generate Anything

Natural Language Processing Tutorial for Deep Learning Researchers

llama3 implementation one matrix multiplication at a time

Companion webpage to the book "Mathematics For Machine Learning"

High-Resolution Image Synthesis with Latent Diffusion Models

Practice your pandas skills!

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…

YSDA course in Natural Language Processing

This repository contains demos I made with the Transformers library by HuggingFace.