Online learning of both state and dynamics using ensemble Kalman filters. - Marc Bocquet; Alban Farchi; Quentin Malartic (CoRR, 2020)

State, global and local parameter estimation using local ensemble Kalman filters: applications to online machine learning of chaotic dynamics. - Quentin Malartic; Alban Farchi; Marc Bocquet (CoRR, 2021)

A comparison of combined data assimilation and machine learning methods for offline and online model error correction. - Alban Farchi; Marc Bocquet; Patrick Laloyaux; Massimo Bonavita; Quentin Malartic (J. Comput. Sci., 2021)

The RefinedWeb Dataset for Falcon LLM: Outperforming Curated Corpora with Web Data Only. - Guilherme Penedo; Quentin Malartic; Daniel Hesslow; Ruxandra Cojocaru; Hamza Alobeidli; Alessandro Cappelli; Baptiste Pannier; Ebtesam Almazrouei; Julien Launay (NeurIPS, 2023)

AlGhafa Evaluation Benchmark for Arabic Language Models. - Ebtesam Almazrouei; Ruxandra Cojocaru; Michele Baldo; Quentin Malartic; Hamza Alobeidli; Daniele Mazzotta; Guilherme Penedo; Giulia Campesan; Mugariya Farooq; Maitha Alhammadi; Julien Launay; Badreddine Noune (ArabicNLP, 2023)

The RefinedWeb Dataset for Falcon LLM: Outperforming Curated Corpora with Web Data, and Web Data Only. - Guilherme Penedo; Quentin Malartic; Daniel Hesslow; Ruxandra Cojocaru; Alessandro Cappelli; Hamza Alobeidli; Baptiste Pannier; Ebtesam Almazrouei; Julien Launay (CoRR, 2023)

The Falcon Series of Open Language Models. - Ebtesam Almazrouei; Hamza Alobeidli; Abdulaziz Alshamsi; Alessandro Cappelli; Ruxandra Cojocaru; Mérouane Debbah; Étienne Goffinet; Daniel Hesslow; Julien Launay; Quentin Malartic; Daniele Mazzotta; Badreddine Noune; et al. (CoRR, 2023)

Falcon2-11B Technical Report. - Quentin Malartic; Nilabhra Roy Chowdhury; Ruxandra Cojocaru; Mugariya Farooq; Giulia Campesan; Yasser Abdelaziz Dahou Djilali; Sanath Narayan; Ankit Singh; Maksim Velikanov; Basma El Amel Boussaha; Mohammed Al-Yafeai; Hamza Alobeidli; et al. (CoRR, 2024)