Transformers: State-of-the-Art Natural Language Processing. - Thomas Wolf 008; Lysandre Debut; Victor Sanh; Julien Chaumond; Clement Delangue; Anthony Moi; Pierric Cistac; Tim Rault; Rémi Louf; Morgan Funtowicz; Joe Davison; Sam Shleifer; et al. (EMNLP (Demos), 2020)

Datasets: A Community Library for Natural Language Processing. - Quentin Lhoest; Albert Villanova del Moral; Yacine Jernite; Abhishek Thakur; Patrick von Platen; Suraj Patil; Julien Chaumond; Mariama Drame; Julien Plu; Lewis Tunstall; Joe Davison; Mario Sasko; et al. (EMNLP (Demos), 2021)

Training Transformers Together. - Alexander Borzunov; Max Ryabinin; Tim Dettmers; Quentin Lhoest; Lucile Saulnier; Michael Diskin; Yacine Jernite; Thomas Wolf 008 (NeurIPS (Competition and Demos), 2021)

Distributed Deep Learning In Open Collaborations. - Michael Diskin; Alexey Bukhtiyarov; Max Ryabinin; Lucile Saulnier; Quentin Lhoest; Anton Sinitsin; Dmitry Popov 003; Dmitry V. Pyrkin; Maxim Kashirin; Alexander Borzunov; Albert Villanova del Moral; Denis Mazur; et al. (NeurIPS, 2021)

The BigScience ROOTS Corpus: A 1.6TB Composite Multilingual Dataset. - Hugo Laurençon; Lucile Saulnier; Thomas Wang; Christopher Akiki; Albert Villanova del Moral; Teven Le Scao; Leandro von Werra; Chenghao Mou; Eduardo González Ponferrada; Huu Nguyen; Jörg Frohberg; Mario Sasko; et al. (NeurIPS, 2022)

Evaluate & Evaluation on the Hub: Better Best Practices for Data and Model Measurements. - Leandro von Werra; Lewis Tunstall; Abhishek Thakur; Alexandra Sasha Luccioni; Tristan Thrush; Aleksandra Piktus; Felix Marty; Nazneen Rajani; Victor Mustar; Helen Ngo; Omar Sanseviero; Mario Sasko; et al. (CoRR, 2022)

AfroDigits: A Community-Driven Spoken Digit Dataset for African Languages. - Chris Chinenye Emezue; Sanchit Gandhi; Lewis Tunstall; Abubakar Abid; Joshua Meyer; Quentin Lhoest; Pete Allen; Patrick von Platen; Douwe Kiela; Yacine Jernite; Julien Chaumond; Merve Noyan; et al. (AfricaNLP, 2023)

Croissant: A Metadata Format for ML-Ready Datasets. - Mubashara Akhtar; Omar Benjelloun; Costanza Conforti; Pieter Gijsbers; Joan Giner-Miguelez; Nitisha Jain; Michael Kuchnik; Quentin Lhoest; Pierre Marcenac; Manil Maskey; Peter Mattson; Luis Oala; et al. (DEEM@SIGMOD, 2024)

Croissant: A Metadata Format for ML-Ready Datasets. - Mubashara Akhtar; Omar Benjelloun; Costanza Conforti; Luca Foschini 002; Joan Giner-Miguelez; Pieter Gijsbers; Sujata S. Goswami; Nitisha Jain; Michalis Karamousadakis; Michael Kuchnik; Satyapriya Krishna; Sylvain Lesage; et al. (NeurIPS, 2024)

Croissant: A Metadata Format for ML-Ready Datasets. - Mubashara Akhtar; Omar Benjelloun; Costanza Conforti; Joan Giner-Miguelez; Nitisha Jain; Michael Kuchnik; Quentin Lhoest; Pierre Marcenac; Manil Maskey; Peter Mattson; Luis Oala; Pierre Ruyssen; et al. (CoRR, 2024)