Popular GitHub Repositories for Kernel Mode

10 Lessons to Get Started Building AI Agents

Crawlee—A web scraping and browser automation library for Node.js to build reliable crawlers. In JavaScript and TypeScript. Extract data for AI, LLMs, RAG, or GPTs. Download HTML, PDF, JPG, PNG, and other files from websites. Works with Puppeteer, Playwright, Cheerio, JSDOM, and raw HTTP. Both headful and headless mode. With proxy rotation.

This is a collection of tutorials for learning how to use Docker with various tools. Contributions welcome.

Crawlee—A web scraping and browser automation library for Python to build reliable crawlers. Extract data for AI, LLMs, RAG, or GPTs. Download HTML, PDF, JPG, PNG, and other files from websites. Works with BeautifulSoup, Playwright, and raw HTTP. Both headful and headless mode. With proxy rotation.

A collection of important graph embedding, classification and representation learning papers with implementations.

FlashInfer: Kernel Library for LLM Serving

A C#/.NET library to run LLM (?LLaMA/LLaVA) on your local device efficiently.

It is open source ebook about TensorFlow kernel and implementation mechanism.

A simple LLM client for Emacs

Fast and Easy Infinite Neural Networks in Python

Five lessons, learn how to really apply AI to your .NET Applications

Kernl lets you run PyTorch transformer models several times faster on GPU with a single line of code, and is designed to be easily hackable.

High-fidelity performance metrics for generative models in PyTorch

:metal: TT-NN operator library, and TT-Metalium low level kernel programming model.

[CVPR'24] UniRepLKNet: A Universal Perception Large-Kernel ConvNet for Audio, Video, Point Cloud, Time-Series and Image Recognition

A parallel implementation of "graph2vec: Learning Distributed Representations of Graphs" (MLGWorkshop 2017).

FP16xINT4 LLM inference kernel that can achieve near-ideal ~4x speedups up to medium batchsizes of 16-32 tokens.

[CVPR 2023 Highlight] Neural Kernel Surface Reconstruction

Sample to envision intelligent apps with Microsoft's Copilot stack for AI-infused product experiences.

Artemis - Interactive Learning with Automated Feedback