A scalable generative AI framework built for researchers and developers working on Large Language Models, Multimodal, and Speech AI (Automatic Speech Recognition and Text-to-Speech)

AI agents running research on single-GPU nanochat training automatically

A simple tool for viewing 3D medical images in a jupyter notebook

Course about deep learning for computer vision and graphics co-developed by YSDA and Skoltech.

The best ChatGPT that $100 can buy.

"Aligning Distributionally Robust Optimization with Practical Deep Learning Needs"

Minimal multi-gpu implementation of EDM2: "Analyzing and Improving the Training Dynamics of Diffusion Models"

The simplest, fastest repository for training/finetuning medium-sized GPTs.

maximal update parametrization (µP)

MLCommons Algorithmic Efficiency is a benchmark and competition measuring neural network training speedups due to algorithmic improvements in both training algorithms and models.

Курс по прикладному статистическому анализу данных

Efficient Deep Learning Systems course materials

A course in reinforcement learning in the wild

Deep learning @ Skoltech @ 2023

DL course co-developed by YSDA, HSE and Skoltech

Семинары А.В. Грабового к лекционному курсу К.В. Воронцова.

YSDA course in Natural Language Processing

Курс по автоматической обработке текстов.

Лекции и задания по курсу python

NLP course, MIPT

Это мои конспекты лекций. Они направлены на лично меня, но могут найтись полезными для наборов М и МААД 2020 года.