mertbozkir

awesome-scalability

The Patterns of Scalable, Reliable, and Performant Large-Scale Systems

traefik

The Cloud Native Application Proxy

llama3

The official Meta Llama 3 GitHub site

llm.c

LLM training in simple, raw C/CUDA

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

Perplexica

Perplexica is an AI-powered search engine. It is an Open source alternative to Perplexity AI

axolotl

Go ahead and axolotl questions

corenet

CoreNet: A library for training deep neural networks

tiny-gpu

A minimal GPU design in Verilog to learn how GPUs work from the ground up

open-resume

OpenResume is a powerful open-source resume builder and resume parser. https://open-resume.com/

ai-chatbot

A full-featured, hackable Next.js AI chatbot built by Vercel

fairscale

PyTorch extensions for high performance and large scale training.

awesome-ai-residency

List of AI Residency Programs

Tensor-Puzzles

Solve puzzles. Improve your pytorch.

fastapi-tips

FastAPI Tips by The FastAPI Expert!

mangal

📖 The most advanced (yet simple) cli manga downloader in the entire universe! Lua scrapers, export formats, anilist integration, fancy TUI and more!

Triton-Puzzles

Puzzles for learning Triton

Autodiff-Puzzles

gpu-optimization-workshop

Slides, notes, and materials for the workshop

Transformer-Puzzles

Puzzles for exploring transformers

build-your-own-zerotier

Build your own layer-2 virtual switch in less than 300 lines of code

GPTWorld

A puzzle to learn about prompting

openai-chatgpt-chrome-extension

A Chrome extension that uses the magic of OpenAI's chat and image models to ensure a seamless ChatGPT-Like experience - all without ever having to leave your favorite website.

notes-pmpp

Notes on "Programming Massively Parallel Processors" by Hwu, Kirk, and Hajj (4th ed.)

serverless-fastapi

Example FastAPI app deployed to AWS with CDK.

triton_kernels_for_fun_and_profit

Custom kernels in Triton language for accelerating LLMs

FDSP_QLORA

awesome-systems-for-ai

Awesome things for being AI System Programmer.

cuda-kernel-dev

in progress cuda kernels

microsaas-example