Recommended Research and Documentation

ECONOVA-AI bases its business on rigorous state-of-the-art reserch, both on sustainability and AI. Hereafter you can find a selection of open-source reserch papers, articles, and documentation related to these two topics. Sometimes we have contributed to them, sometimes we just find them brilliant or necessary: enjoy your reading and don’t be afraid to ask for comments or explanations by contacting us at info@econova.ai

Llama 3.1 - Huggingface page with memory requirements to run the full model or its quantized versions according to the size of the context window selected

https://huggingface.co/blog/llama31

Mixture-of-Agents Enhances Large Language Model Capabilities
by Junlin Wang, Jue Wang, Ben Arithawatkun, Ce Zhang, James Zou
Together AI - June 2024
https://arxiv.org/html/2406.04692v1

The Macroeconomic Impact of Climate Change: Global vs. Local Temperature.

by Adrien Bilal and Diego R. Kanzig
NATIONAL BUREAU OF ECONOMIC RESEARCH
Working Paper 32450 - May 2024
http://www.nber.org/papers/w32450

Multifactor Risk Attribution Applied to Systemic, Climate and Geopolitical Tail Risks for the Eurozone Banking Sector

by Giulia Bettin, Gian Marco Mensi and Maria Cristina Recchioni

Department of Economic and Social Sciences, Università Politecnica delle Marche, 60121 Ancona, Italy

Risks 2023, 11(10), 173; https://doi.org/10.3390/risks11100173

The Simple Macroeconomics of AI

by Daron Acemoglu
NATIONAL BUREAU OF ECONOMIC RESEARCH
Working Paper 32487 - May 2024
DOI 10.3386/w32487

Can environmental metrics improve bank portfolios’ performance?

42 Pages Posted: 2 Nov 2023

Gian Marco Mensi

Marche Polytechnic University;
Frankfurt School of Finance & Management

Maria Cristina Recchioni

Marche Polytechnic University

Date Written: October 18, 2023

https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4594320

QWEN2 - Huggingface page with operating requirements

https://huggingface.co/Qwen

Mistral NeMo docs

https://mistral.ai/news/mistral-nemo/

ORPO: Monolithic Preference Optimization without Reference Model

Jiwoo Hong KAIST AI
{jiwoo_hong, noah.lee, thorne}@kaist.ac.kr
Noah Lee KAIST AI
{jiwoo_hong, noah.lee, thorne}@kaist.ac.kr
James Thorne KAIST AI

https://arxiv.org/html/2403.07691v2

X.ai Grok docs

https://x.ai/blog/grok