justheuristic

🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading

A course in reinforcement learning in the wild

Decentralized deep learning in PyTorch. Built to train models on thousands of volunteers across the world.

Run Mixtral-8x7B models in Colab or consumer desktops

DL course co-developed by YSDA, HSE and Skoltech

Official Pytorch repository for Extreme Compression of Large Language Models via Additive Quantization https://arxiv.org/pdf/2401.06118.pdf and PV-Tuning: Beyond Straight-Through Estimation for Extreme LLM Compression https://arxiv.org/abs/2405.14852

Seminars DeepBayes Summer School 2018

Efficient Deep Learning Systems course materials

Automatically split your PyTorch models on multiple GPUs for training & inference