proger/proger

Hi there 👋

New: Accelerated Scan is a high-performance GPU implementation of the first order associative scan for Torch.

I study Artificial Intelligence. Check out my latest published work:

• GPT-2 Metadata Pretraining Towards Instruction Finetuning for Ukrainian (UNLP 2023 with Dmytro Chaplynskyi). https://github.com/proger/uk4b
• Re: VAE Approximation Error: ELBO and Exponential Families (ReScience C, Tweet, NeurIPS 2023 Journal Track Poster with Navdeep Singh Bedi and Qianbo Zang). https://github.com/proger/vae
• Setting up the Data Printer with Improved English to Ukrainian Machine Translation (UNLP 2024 with Yurii Paniv, Dmytro Chaplynskyi, Nikita Trynus). arXiv Model

Projects:

• pip install accelerated-scan
• pip install world-model: Learning from simulation by predicting the next frame and action: https://github.com/proger/world-model
• pip install haloop: a speech recognition and language modelling toolkit for noisy data

I write notes in my blog, https://proger.github.io. Check out my notes on Bayesian Flow Networks