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

Any model. Any hardware. Zero compromise. Built with @ziglang / @openxla / MLIR / @bazelbuild

List of single-file C/C++ libraries, with emphasis on clause-less licenses.

Probabilistic language based on pattern matching and constraint propagation, 153 examples

Decoupled and modular approach to building multi-task ML models

Universal Notation for Tensor Operations in Python

CUDA Templates and Python DSLs for High-Performance Linear Algebra

Universal and Transferable Attacks on Aligned Language Models

An implementation and definition of the Rust trait system using a PROLOG-like logic solver

Examples and guides for using the OpenAI API

OpenAssistant is a chat-based assistant that understands tasks, can interact with third-party systems, and retrieve information dynamically to do so.

Arbitrary-precision unit-aware calculator

You like pytorch? You like micrograd? You love tinygrad! ❤️

A Haskell Information Theory Library

String case converter for python.

Die wichtigsten APIs Deutschlands in einem Python Paket.

The Python programming language

A library for creating text-based graphs in the terminal

💵 Unofficial Python client for n26 (Number 26) - https://n26.com/

A data augmentations library for audio, image, text, and video.

openpilot is an operating system for robotics. Currently, it upgrades the driver assistance system on 300+ supported cars.

Learning Certifiably Optimal Rule Lists

torch-optimizer -- collection of optimizers for Pytorch

An autonomous vehicle written in python

Render markdown on the CLI, with pizzazz! 💅🏻

The code for our newly accepted paper in Pattern Recognition 2020: "U^2-Net: Going Deeper with Nested U-Structure for Salient Object Detection."