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 (HSE, YSDA)

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.