LLM101n: Let's build a Storyteller

YSDA course in Speech Processing.

Minimal implementation of scalable rectified flow transformers, based on SD3's approach

Self-contained, minimalistic implementation of diffusion models with Pytorch.

T5-based (russian) text normalization

A numpy implementation of the Transformer model in "Attention is All You Need"

Сustom torch style machine learning framework with automatic differentiation implemented on numpy, allows build GANs, VAEs, etc.

A PyTorch-based Speech Toolkit

Collection of resources on the applications of Large Language Models (LLMs) in Audio AI.

A collection of resources regarding the interplay between differential equations, deep learning, dynamical systems, control and numerical methods.

Implementation of Voicebox, new SOTA Text-to-speech network from MetaAI, in Pytorch

A parallel ODE solver for PyTorch

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

CoTracker is a model for tracking any point (pixel) on a video.

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

PyTorch implementation of VQ-VAE by Aäron van den Oord et al.

Implementation of DALL-E 2, OpenAI's updated text-to-image synthesis neural network, in Pytorch

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.