no code implementations • 30 Jan 2024 • Philipp Singer, Pascal Pfeiffer, Yauhen Babakhin, Maximilian Jeblick, Nischay Dhankhar, Gabor Fodor, Sri Satish Ambati
We present H2O-Danube, a series of small 1. 8B language models consisting of H2O-Danube-1. 8B, trained on 1T tokens, and the incremental improved H2O-Danube2-1. 8B trained on an additional 2T tokens.
2 code implementations • 17 Oct 2023 • Arno Candel, Jon McKinney, Philipp Singer, Pascal Pfeiffer, Maximilian Jeblick, Chun Ming Lee, Marcos V. Conde
The goal of this project is to boost open alternatives to closed-source approaches.
2 code implementations • 13 Jun 2023 • Arno Candel, Jon McKinney, Philipp Singer, Pascal Pfeiffer, Maximilian Jeblick, Prithvi Prabhu, Jeff Gambera, Mark Landry, Shivam Bansal, Ryan Chesler, Chun Ming Lee, Marcos V. Conde, Pasha Stetsenko, Olivier Grellier, SriSatish Ambati
Applications built on top of Large Language Models (LLMs) such as GPT-4 represent a revolution in AI due to their human-level capabilities in natural language processing.
1 code implementation • 16 Jul 2021 • Christof Henkel, Pascal Pfeiffer, Philipp Singer
We present a robust classification approach for avian vocalization in complex and diverse soundscapes, achieving second place in the BirdCLEF2021 challenge.
1 code implementation • 4 Oct 2020 • Christof Henkel, Philipp Singer
This article presents an efficient end-to-end method to perform instance-level recognition employed to the task of labeling and ranking landmark images.
1 code implementation • 22 Jul 2020 • Dmitry Gordeev, Philipp Singer, Marios Michailidis, Mathias Müller, SriSatish Ambati
Our work studies the predictive performance of models at various stages of the pandemic to better understand their fundamental uncertainty and the impact of data availability on such forecasts.
no code implementations • 20 Jan 2016 • Lisette Espín-Noboa, Florian Lemmerich, Philipp Singer, Markus Strohmaier
By applying this combination of approaches to taxi data in Manhattan, we can discover and explain different patterns in human mobility that cannot be identified in a collective analysis.
no code implementations • 8 Jul 2014 • Simon Walk, Philipp Singer, Markus Strohmaier, Tania Tudorache, Mark A. Musen, Natalya F. Noy
For example, the 11th revision of the ICD, which is currently under active development by the WHO contains nearly 50, 000 classes representing a vast variety of different diseases and causes of death.