Konstantin Dobler's Projects
A beautiful, simple, clean, and responsive Jekyll theme for academics
Private copy of autogluon for changes and adoption.
🔥 A tool for visualizing and tracking your machine learning experiments. This repo contains the CLI and Python API.
Easy-to-use framework for evaluating cross-lingual consistency of factual knowledge (Supported LLaMA, BLOOM, mT5, RoBERTa, etc.) Paper here: https://aclanthology.org/2023.emnlp-main.658/
dargparser - the typed argparser with dataclasses for deep learning research
🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools
Utility library for deep learning research
:dvd: Create traditional MSI installers for your Electron app
[EMNLP'23] Official Code for "FOCUS: Effective Embedding Initialization for Monolingual Specialization of Multilingual Models"
♾ A Graph Visualization Framework in JavaScript
GAN research project for conditional generation of faces based on the CelebA dataset
Implementation of multiple GAN versions and upsampling operations
Git Re-Basin: Merging Models modulo Permutation Symmetries for HuggingFace Transformers in PyTorch
Typescript Implementation of Japanese Game Hashiwokakero
Hackable implementation of state-of-the-art open-source LLMs based on nanoGPT. Supports flash attention, 4-bit and 8-bit quantization, LoRA and LLaMA-Adapter fine-tuning, pre-training. Apache 2.0-licensed.
A framework for few-shot evaluation of language models.
[IJCAI'22] Official code: Art Creation With Multi-Conditional StyleGANs
An opinionated NLP research template
Module providing a custom argparse.ArgumentParser subclass with native configuration file support.
A lean and hackable rich logger and print function
Tensors and Dynamic neural networks in Python with strong GPU acceleration
PyTorch implementations of Generative Adversarial Networks.
The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.
Collection of PyTorch Lightning implementations of Generative Adversarial Network varieties presented in research papers.
Use this repository template to quickly start developing React Apps with TypeScript