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Alex Havrilla's Projects

clip icon clip

Contrastive Language-Image Pretraining

code-pile icon code-pile

This repository contains all the code for collecting large scale amounts of code from GitHub.

ddgflows icon ddgflows

Our Writeup: https://github.com/Dahoas/DDGFlows/blob/master/DDG_Report.pdf. Demo: https://dahoas.github.io/DDGFlows/ddg-exercises-js/projects/CurveSmoothing/demo.html . Talk: https://www.youtube.com/watch?v=CYQFp87MwBg

deepgalerkinmethod icon deepgalerkinmethod

Based on: https://arxiv.org/abs/1811.08782. Our writeup: https://github.com/Dahoas/DeepGalerkinMethod/blob/master/DPDEs.pdf

donut icon donut

Official Implementation of OCR-free Document Understanding Transformer (Donut) and Synthetic Document Generator (SynthDoG), ECCV 2022

edm icon edm

Elucidating the Design Space of Diffusion-Based Generative Models (EDM)

finetune-gpt2xl icon finetune-gpt2xl

Guide: Finetune GPT2-XL (1.5 Billion Parameters) and finetune GPT-NEO (2.7 B) on a single GPU with Huggingface Transformers using DeepSpeed

gptid icon gptid

Official code repository for article Intrinsic Dimension Estimation for Robust Detection of AI-Generated Texts

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