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)

Falcon-H1: A Family of Hybrid-Head Language Models Redefining Efficiency and Performance. - Jingwei Zuo; Maksim Velikanov; Ilyas Chahed; Younes Belkada; Dhia Eddine Rhayem; Guillaume Kunsch; Hakim Hacid; Hamza Yous; Brahim Farhat; Ibrahim Khadraoui; Mugariya Farooq; Giulia Campesan; et al. (CoRR, 2025)