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Artem Chumachenko's Projects

aqlm icon aqlm

Official Pytorch repository for Extreme Compression of Large Language Models via Additive Quantization https://arxiv.org/pdf/2401.06118.pdf

candle icon candle

Minimalist ML framework for Rust

diht_3semester icon diht_3semester

Решения задач 3 семестра ФИВТ(МФТИ).

hivemind icon hivemind

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

petals icon petals

🌸 Run 100B+ language models at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading

self-instruct icon self-instruct

Aligning pretrained language models with instruction data generated by themselves.

smoothquant icon smoothquant

SmoothQuant: Accurate and Efficient Post-Training Quantization for Large Language Models

tk-instruct icon tk-instruct

Tk-Instruct is a Transformer model that is tuned to solve many NLP tasks by following instructions.

torch-int icon torch-int

This repository contains integer operators on GPUs for PyTorch.

transformers icon transformers

🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.

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